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index 0000000000000000000000000000000000000000..37b1cca4b5168af822e2985137bca78351fa4673
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diff --git a/docs/finn/_build/doctrees/source_code/finn.util.test.doctree b/docs/finn/_build/doctrees/source_code/finn.util.test.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..e60811840536576a89d784df9e24289cb5cba6ac
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diff --git a/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..616064c16dfb61e9d66d7a8f9e76addd48e93ef9
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.rst.txt
@@ -0,0 +1,7 @@
+finn.analysis.fpgadataflow.hls\_synth\_res\_estimation module
+=============================================================
+
+.. automodule:: finn.analysis.fpgadataflow.hls_synth_res_estimation
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.res_estimation.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.res_estimation.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb5b773b123cc686116313d1043b668601fc229f
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.res_estimation.rst.txt
@@ -0,0 +1,7 @@
+finn.analysis.fpgadataflow.res\_estimation module
+=================================================
+
+.. automodule:: finn.analysis.fpgadataflow.res_estimation
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.rst.txt
index cd8075d753f617f4e97a851e9b54139c966a18b2..4f5cd7cbbf2ab61770ab519e287e884f839ba2c0 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.analysis.fpgadataflow.rst.txt
@@ -4,22 +4,10 @@ finn.analysis.fpgadataflow package
Submodules
----------
-finn.analysis.fpgadataflow.hls\_synth\_res\_estimation module
--------------------------------------------------------------
-
-.. automodule:: finn.analysis.fpgadataflow.hls_synth_res_estimation
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.analysis.fpgadataflow.res\_estimation module
--------------------------------------------------
-
-.. automodule:: finn.analysis.fpgadataflow.res_estimation
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.analysis.fpgadataflow.hls_synth_res_estimation
+ finn.analysis.fpgadataflow.res_estimation
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.analysis.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.analysis.rst.txt
index e4eec7717a1119de8ef5381b67361973a9ac29c5..0799598595ff5f01dc23543bb5de9a14b3d8b863 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.analysis.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.analysis.rst.txt
@@ -11,22 +11,10 @@ Subpackages
Submodules
----------
-finn.analysis.topology module
------------------------------
-
-.. automodule:: finn.analysis.topology
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.analysis.verify\_custom\_nodes module
-------------------------------------------
-
-.. automodule:: finn.analysis.verify_custom_nodes
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.analysis.topology
+ finn.analysis.verify_custom_nodes
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.analysis.topology.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.analysis.topology.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..896f3fb8d704c23a58f10f9513fd00ca7f7b99b0
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.analysis.topology.rst.txt
@@ -0,0 +1,7 @@
+finn.analysis.topology module
+=============================
+
+.. automodule:: finn.analysis.topology
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.analysis.verify_custom_nodes.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.analysis.verify_custom_nodes.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60e1a33e25e6f8751aadd3e0181225af6e24e779
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.analysis.verify_custom_nodes.rst.txt
@@ -0,0 +1,7 @@
+finn.analysis.verify\_custom\_nodes module
+==========================================
+
+.. automodule:: finn.analysis.verify_custom_nodes
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.datatype.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.datatype.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d55952ecf81556365510a3191f2b2a75a6873f72
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.datatype.rst.txt
@@ -0,0 +1,7 @@
+finn.core.datatype module
+=========================
+
+.. automodule:: finn.core.datatype
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.execute_custom_node.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.execute_custom_node.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94d8ea143fadf32caf874036d6f652de9561bc1f
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.execute_custom_node.rst.txt
@@ -0,0 +1,7 @@
+finn.core.execute\_custom\_node module
+======================================
+
+.. automodule:: finn.core.execute_custom_node
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.modelwrapper.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.modelwrapper.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5bd74864ba63eda5b8a03093d02a6c54dabda973
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.modelwrapper.rst.txt
@@ -0,0 +1,7 @@
+finn.core.modelwrapper module
+=============================
+
+.. automodule:: finn.core.modelwrapper
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.onnx_exec.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.onnx_exec.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87bf9d29dcf450d92529ce7987df8f59832ddd1a
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.onnx_exec.rst.txt
@@ -0,0 +1,7 @@
+finn.core.onnx\_exec module
+===========================
+
+.. automodule:: finn.core.onnx_exec
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.remote_exec.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.remote_exec.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39c470eb0e4cc32c4d604dc3df7a7c9a51532d27
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.remote_exec.rst.txt
@@ -0,0 +1,7 @@
+finn.core.remote\_exec module
+=============================
+
+.. automodule:: finn.core.remote_exec
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.rst.txt
index 6563d7a4342048e37e4eac5da6b47cf9798cdd73..acb9de8a753c6269411e35d45621c84f2ff4e0bc 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.core.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.rst.txt
@@ -4,54 +4,14 @@ finn.core package
Submodules
----------
-finn.core.datatype module
--------------------------
-
-.. automodule:: finn.core.datatype
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.execute\_custom\_node module
---------------------------------------
-
-.. automodule:: finn.core.execute_custom_node
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.modelwrapper module
------------------------------
-
-.. automodule:: finn.core.modelwrapper
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.onnx\_exec module
----------------------------
-
-.. automodule:: finn.core.onnx_exec
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.remote\_exec module
------------------------------
-
-.. automodule:: finn.core.remote_exec
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.rtlsim\_exec module
------------------------------
-
-.. automodule:: finn.core.rtlsim_exec
- :members:
- :undoc-members:
- :show-inheritance:
-
+.. toctree::
+
+ finn.core.datatype
+ finn.core.execute_custom_node
+ finn.core.modelwrapper
+ finn.core.onnx_exec
+ finn.core.remote_exec
+ finn.core.rtlsim_exec
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.core.rtlsim_exec.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.core.rtlsim_exec.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d4acef6e8a61b537280ab441d7bb0bbf48158cf
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.core.rtlsim_exec.rst.txt
@@ -0,0 +1,7 @@
+finn.core.rtlsim\_exec module
+=============================
+
+.. automodule:: finn.core.rtlsim_exec
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa36e86ee210e242ae7fd3e8447bb23663a7eb2c
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.convolutioninputgenerator module
+=============================================================
+
+.. automodule:: finn.custom_op.fpgadataflow.convolutioninputgenerator
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.rst.txt
index 632c021beb247e077f87c5af68d62bc51f88ecdc..79a05080b620797c79c6c7624a19010dbe3230d8 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.rst.txt
@@ -4,46 +4,13 @@ finn.custom\_op.fpgadataflow package
Submodules
----------
-finn.custom\_op.fpgadataflow.convolutioninputgenerator module
--------------------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.convolutioninputgenerator
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.streamingfclayer\_batch module
------------------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.streamingfclayer_batch
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.streamingmaxpool\_batch module
------------------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.streamingmaxpool_batch
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.templates module
----------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.templates
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.tlastmarker module
------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.tlastmarker
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.custom_op.fpgadataflow.convolutioninputgenerator
+ finn.custom_op.fpgadataflow.streamingfclayer_batch
+ finn.custom_op.fpgadataflow.streamingmaxpool_batch
+ finn.custom_op.fpgadataflow.templates
+ finn.custom_op.fpgadataflow.tlastmarker
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45a9a963a5a36e5152ff77dbe6b8ec08b1f60611
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.streamingfclayer\_batch module
+===========================================================
+
+.. automodule:: finn.custom_op.fpgadataflow.streamingfclayer_batch
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5bf7f666a42188a8a0e6ae2369d94fe2881694e9
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.streamingmaxpool\_batch module
+===========================================================
+
+.. automodule:: finn.custom_op.fpgadataflow.streamingmaxpool_batch
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.templates.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.templates.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a630867a416a59c0d9b789289b48a930c6aca253
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.templates.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.templates module
+=============================================
+
+.. automodule:: finn.custom_op.fpgadataflow.templates
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.tlastmarker.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.tlastmarker.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a087851c655080c70b434028fdae4315bd69f57
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.fpgadataflow.tlastmarker.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.tlastmarker module
+===============================================
+
+.. automodule:: finn.custom_op.fpgadataflow.tlastmarker
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.multithreshold.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.multithreshold.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cdf3cee7259a98c3e9bc95d2b1833a03fcfad98
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.multithreshold.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.multithreshold module
+=====================================
+
+.. automodule:: finn.custom_op.multithreshold
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.registry.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.registry.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7805e833b8d19b4a99de2466ce164e81911c179c
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.registry.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.registry module
+===============================
+
+.. automodule:: finn.custom_op.registry
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.rst.txt
index a984822aee2962c945a66deb50a3fd1233d5d2d0..fd2f070f2add73b0e28fc030ec2e2cab14d2c112 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.custom_op.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.rst.txt
@@ -11,38 +11,12 @@ Subpackages
Submodules
----------
-finn.custom\_op.multithreshold module
--------------------------------------
-
-.. automodule:: finn.custom_op.multithreshold
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.registry module
--------------------------------
-
-.. automodule:: finn.custom_op.registry
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.streamingdataflowpartition module
--------------------------------------------------
-
-.. automodule:: finn.custom_op.streamingdataflowpartition
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.xnorpopcount module
------------------------------------
-
-.. automodule:: finn.custom_op.xnorpopcount
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.custom_op.multithreshold
+ finn.custom_op.registry
+ finn.custom_op.streamingdataflowpartition
+ finn.custom_op.xnorpopcount
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.streamingdataflowpartition.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.streamingdataflowpartition.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d07f01ce187842777676949195765bd7f841e6e
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.streamingdataflowpartition.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.streamingdataflowpartition module
+=================================================
+
+.. automodule:: finn.custom_op.streamingdataflowpartition
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.custom_op.xnorpopcount.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.custom_op.xnorpopcount.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d916082782081f7ef2fb3fe02070abf4baf8e03f
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.custom_op.xnorpopcount.rst.txt
@@ -0,0 +1,7 @@
+finn.custom\_op.xnorpopcount module
+===================================
+
+.. automodule:: finn.custom_op.xnorpopcount
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.batchnorm_to_affine.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.batchnorm_to_affine.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d0ecfb75c7c6af460ff7d96a1dd45d008bc50ef
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.batchnorm_to_affine.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.batchnorm\_to\_affine module
+================================================
+
+.. automodule:: finn.transformation.batchnorm_to_affine
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.bipolar_to_xnor.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.bipolar_to_xnor.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc34f4def8d87339c3dc6d6a69ea97238f449ecd
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.bipolar_to_xnor.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.bipolar\_to\_xnor module
+============================================
+
+.. automodule:: finn.transformation.bipolar_to_xnor
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fold_constants.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fold_constants.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..792f8bfe03d04735c9571a8016ecc941a88ffd25
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fold_constants.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fold\_constants module
+==========================================
+
+.. automodule:: finn.transformation.fold_constants
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.cleanup.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.cleanup.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38cc49897e6d52dfdc8e4c4694458ff3df81e6f1
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.cleanup.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.cleanup module
+===============================================
+
+.. automodule:: finn.transformation.fpgadataflow.cleanup
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_ipgen.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_ipgen.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..158ad7602cfa17fe3c6c1e0232b46d6a0c1743ce
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_ipgen.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.codegen\_ipgen module
+======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.codegen_ipgen
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3f7434e3b02759206119ee08591a7494e7307ad
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.codegen\_ipstitch module
+=========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.codegen_ipstitch
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_npysim.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_npysim.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28796da29a9f01ba47d2c5236db01f639f653d3b
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.codegen_npysim.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.codegen\_npysim module
+=======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.codegen_npysim
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.compile.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.compile.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d36a046be002093b813b0b97539b869f115ba77
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.compile.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.compile module
+===============================================
+
+.. automodule:: finn.transformation.fpgadataflow.compile
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ae11a41bf3e3720fa97dfda2406af9ce67327a8
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.convert\_to\_hls\_layers module
+================================================================
+
+.. automodule:: finn.transformation.fpgadataflow.convert_to_hls_layers
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4827fd5b2cc335fba321835f472da6dfd1e821af
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.create\_dataflow\_partition module
+===================================================================
+
+.. automodule:: finn.transformation.fpgadataflow.create_dataflow_partition
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..47af9049f0f77e66343868d877ab43d6a03ef299
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.hlssynth\_ipgen module
+=======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.hlssynth_ipgen
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4bd00b8c3e3467df421f0efb9fd993851d5e44d
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.insert\_tlastmarker module
+===========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.insert_tlastmarker
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_deployment.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_deployment.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..130c91989090a9b1d73d12e413227c8008161930
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_deployment.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.make\_deployment module
+========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.make_deployment
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_pynq_driver.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_pynq_driver.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5238f08460a4ff9580273891461e2a3409605834
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_pynq_driver.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.make\_pynq\_driver module
+==========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.make_pynq_driver
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_pynq_proj.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_pynq_proj.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d040887f9a2ab2d33bf4ff9ea69ac835cbba8a7
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.make_pynq_proj.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.make\_pynq\_proj module
+========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.make_pynq_proj
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.rst.txt
index 435eacf2c4684a3fc9a855f4eee153cb52ea7772..f99673391cc42d9724eb5e584f910b9aa36721c3 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.rst.txt
@@ -4,126 +4,23 @@ finn.transformation.fpgadataflow package
Submodules
----------
-finn.transformation.fpgadataflow.cleanup module
------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.cleanup
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.codegen\_ipgen module
-------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.codegen_ipgen
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.codegen\_ipstitch module
----------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.codegen_ipstitch
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.codegen\_npysim module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.codegen_npysim
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.compile module
------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.compile
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.convert\_to\_hls\_layers module
-----------------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.convert_to_hls_layers
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.create\_dataflow\_partition module
--------------------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.create_dataflow_partition
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.hlssynth\_ipgen module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.hlssynth_ipgen
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.insert\_tlastmarker module
------------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.insert_tlastmarker
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.make\_deployment module
---------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.make_deployment
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.make\_pynq\_driver module
-----------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.make_pynq_driver
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.make\_pynq\_proj module
---------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.make_pynq_proj
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.set\_exec\_mode module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.set_exec_mode
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.synth\_pynq\_proj module
----------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.synth_pynq_proj
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.templates module
--------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.templates
- :members:
- :undoc-members:
- :show-inheritance:
-
+.. toctree::
+
+ finn.transformation.fpgadataflow.cleanup
+ finn.transformation.fpgadataflow.codegen_ipgen
+ finn.transformation.fpgadataflow.codegen_ipstitch
+ finn.transformation.fpgadataflow.codegen_npysim
+ finn.transformation.fpgadataflow.compile
+ finn.transformation.fpgadataflow.convert_to_hls_layers
+ finn.transformation.fpgadataflow.create_dataflow_partition
+ finn.transformation.fpgadataflow.hlssynth_ipgen
+ finn.transformation.fpgadataflow.insert_tlastmarker
+ finn.transformation.fpgadataflow.make_deployment
+ finn.transformation.fpgadataflow.make_pynq_driver
+ finn.transformation.fpgadataflow.make_pynq_proj
+ finn.transformation.fpgadataflow.set_exec_mode
+ finn.transformation.fpgadataflow.synth_pynq_proj
+ finn.transformation.fpgadataflow.templates
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.set_exec_mode.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.set_exec_mode.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7affa78b43e253b781deffce3044d9ca46319b96
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.set_exec_mode.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.set\_exec\_mode module
+=======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.set_exec_mode
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e902991a6920a7bf4617814df95ced28a7cd268c
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.synth\_pynq\_proj module
+=========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.synth_pynq_proj
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.templates.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.templates.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a62f377830c8661f9a7f106e19d3c203a8019d81
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.fpgadataflow.templates.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.templates module
+=================================================
+
+.. automodule:: finn.transformation.fpgadataflow.templates
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.general.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.general.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfae28100b9e91d5b1d0b728d410a6ec472bc4d4
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.general.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.general module
+==================================
+
+.. automodule:: finn.transformation.general
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.infer_datatypes.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.infer_datatypes.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..939d1552157f21b451f4b583ade611b3ae41ab5d
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.infer_datatypes.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.infer\_datatypes module
+===========================================
+
+.. automodule:: finn.transformation.infer_datatypes
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.infer_shapes.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.infer_shapes.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9469557061e450ba356c96f615a1f438be878047
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.infer_shapes.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.infer\_shapes module
+========================================
+
+.. automodule:: finn.transformation.infer_shapes
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.rst.txt
index 172f6e300f3894dba3b13355120bcb4e23d737e1..da9618ed64e7dbe73ecb376ae9c3faa5992f4f31 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.transformation.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.rst.txt
@@ -12,54 +12,14 @@ Subpackages
Submodules
----------
-finn.transformation.batchnorm\_to\_affine module
-------------------------------------------------
-
-.. automodule:: finn.transformation.batchnorm_to_affine
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.bipolar\_to\_xnor module
---------------------------------------------
-
-.. automodule:: finn.transformation.bipolar_to_xnor
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fold\_constants module
-------------------------------------------
-
-.. automodule:: finn.transformation.fold_constants
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.general module
-----------------------------------
-
-.. automodule:: finn.transformation.general
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.infer\_datatypes module
--------------------------------------------
-
-.. automodule:: finn.transformation.infer_datatypes
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.infer\_shapes module
-----------------------------------------
-
-.. automodule:: finn.transformation.infer_shapes
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.transformation.batchnorm_to_affine
+ finn.transformation.bipolar_to_xnor
+ finn.transformation.fold_constants
+ finn.transformation.general
+ finn.transformation.infer_datatypes
+ finn.transformation.infer_shapes
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.absorb.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.absorb.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..597a98944b984b1c51b978f8986e300369b533cd
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.absorb.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.streamline.absorb module
+============================================
+
+.. automodule:: finn.transformation.streamline.absorb
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.collapse_repeated.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.collapse_repeated.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a15f72aea74e99f5beef9109f06e2afa38de6619
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.collapse_repeated.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.streamline.collapse\_repeated module
+========================================================
+
+.. automodule:: finn.transformation.streamline.collapse_repeated
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.reorder.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.reorder.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac969e1329f444f48df00f7101b5cd1e3da5c363
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.reorder.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.streamline.reorder module
+=============================================
+
+.. automodule:: finn.transformation.streamline.reorder
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.round_thresholds.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.round_thresholds.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..031c65d077f63a3f120211e2ab122c291c5a96e1
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.round_thresholds.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.streamline.round\_thresholds module
+=======================================================
+
+.. automodule:: finn.transformation.streamline.round_thresholds
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.rst.txt
index 33e5930952e01881dfb7e1b19eae11ebc25ac4e0..5b3a88384a38950fb6aa4084093181650319bd27 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.rst.txt
@@ -4,46 +4,13 @@ finn.transformation.streamline package
Submodules
----------
-finn.transformation.streamline.absorb module
---------------------------------------------
-
-.. automodule:: finn.transformation.streamline.absorb
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.collapse\_repeated module
---------------------------------------------------------
-
-.. automodule:: finn.transformation.streamline.collapse_repeated
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.reorder module
----------------------------------------------
-
-.. automodule:: finn.transformation.streamline.reorder
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.round\_thresholds module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.streamline.round_thresholds
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.sign\_to\_thres module
------------------------------------------------------
-
-.. automodule:: finn.transformation.streamline.sign_to_thres
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.transformation.streamline.absorb
+ finn.transformation.streamline.collapse_repeated
+ finn.transformation.streamline.reorder
+ finn.transformation.streamline.round_thresholds
+ finn.transformation.streamline.sign_to_thres
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.sign_to_thres.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.sign_to_thres.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..166717eb352ed0044ad817dc36409a1860f3789c
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.transformation.streamline.sign_to_thres.rst.txt
@@ -0,0 +1,7 @@
+finn.transformation.streamline.sign\_to\_thres module
+=====================================================
+
+.. automodule:: finn.transformation.streamline.sign_to_thres
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.util.basic.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.util.basic.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10e8e1ac1c9e9f7f449ce8f3a413424c529b3fa1
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.util.basic.rst.txt
@@ -0,0 +1,7 @@
+finn.util.basic module
+======================
+
+.. automodule:: finn.util.basic
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.util.data_packing.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.util.data_packing.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a39cc14b157646fc5305674a18b250d4a0b0946
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.util.data_packing.rst.txt
@@ -0,0 +1,7 @@
+finn.util.data\_packing module
+==============================
+
+.. automodule:: finn.util.data_packing
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.util.fpgadataflow.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.util.fpgadataflow.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3472ed477b9680baa99a91ce70850bedc79daf6b
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.util.fpgadataflow.rst.txt
@@ -0,0 +1,7 @@
+finn.util.fpgadataflow module
+=============================
+
+.. automodule:: finn.util.fpgadataflow
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.util.onnx.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.util.onnx.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..057cb07cadcaf5819b21bb61878b0964eecbdace
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.util.onnx.rst.txt
@@ -0,0 +1,7 @@
+finn.util.onnx module
+=====================
+
+.. automodule:: finn.util.onnx
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/_sources/source_code/finn.util.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.util.rst.txt
index 1c85bcd44b63343ecab12ee12ba82c83d4fc984d..c66d189b3ae0c79b9890cf9b4885916a06f4768c 100644
--- a/docs/finn/_build/html/_sources/source_code/finn.util.rst.txt
+++ b/docs/finn/_build/html/_sources/source_code/finn.util.rst.txt
@@ -4,46 +4,13 @@ finn.util package
Submodules
----------
-finn.util.basic module
-----------------------
-
-.. automodule:: finn.util.basic
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.data\_packing module
-------------------------------
-
-.. automodule:: finn.util.data_packing
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.fpgadataflow module
------------------------------
-
-.. automodule:: finn.util.fpgadataflow
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.onnx module
----------------------
-
-.. automodule:: finn.util.onnx
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.test module
----------------------
-
-.. automodule:: finn.util.test
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.util.basic
+ finn.util.data_packing
+ finn.util.fpgadataflow
+ finn.util.onnx
+ finn.util.test
Module contents
---------------
diff --git a/docs/finn/_build/html/_sources/source_code/finn.util.test.rst.txt b/docs/finn/_build/html/_sources/source_code/finn.util.test.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3fe1bc15e529a36546a589b0b43f26dee58b4511
--- /dev/null
+++ b/docs/finn/_build/html/_sources/source_code/finn.util.test.rst.txt
@@ -0,0 +1,7 @@
+finn.util.test module
+=====================
+
+.. automodule:: finn.util.test
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/_build/html/genindex.html b/docs/finn/_build/html/genindex.html
index e6f72ed0b258e003afdd05b4eb8d6ee2cf3adf8c..3de73522512aeff4f7ae7edc13ec4329c2a896d4 100644
--- a/docs/finn/_build/html/genindex.html
+++ b/docs/finn/_build/html/genindex.html
@@ -173,90 +173,90 @@
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul">Absorb1BitMulIntoMatMul (class in finn.transformation.streamline.absorb)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul">Absorb1BitMulIntoMatMul (class in finn.transformation.streamline.absorb)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold">AbsorbAddIntoMultiThreshold (class in finn.transformation.streamline.absorb)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold">AbsorbAddIntoMultiThreshold (class in finn.transformation.streamline.absorb)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold">AbsorbMulIntoMultiThreshold (class in finn.transformation.streamline.absorb)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold">AbsorbMulIntoMultiThreshold (class in finn.transformation.streamline.absorb)</a>
</li>
- <li><a href="source_code/finn.analysis.html#finn.analysis.topology.all_tensors_f32">all_tensors_f32() (in module finn.analysis.topology)</a>
+ <li><a href="source_code/finn.analysis.topology.html#finn.analysis.topology.all_tensors_f32">all_tensors_f32() (in module finn.analysis.topology)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.allowed">allowed() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.allowed">allowed() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.analysis">analysis() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.analysis">analysis() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.CppBuilder.append_includes">append_includes() (finn.util.basic.CppBuilder method)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.CppBuilder.append_includes">append_includes() (finn.util.basic.CppBuilder method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.CppBuilder.append_sources">append_sources() (finn.util.basic.CppBuilder method)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.CppBuilder.append_sources">append_sources() (finn.util.basic.CppBuilder method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.fpgadataflow.IPGenBuilder.append_tcl">append_tcl() (finn.util.fpgadataflow.IPGenBuilder method)</a>
+ <li><a href="source_code/finn.util.fpgadataflow.html#finn.util.fpgadataflow.IPGenBuilder.append_tcl">append_tcl() (finn.util.fpgadataflow.IPGenBuilder method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.batchnorm_to_affine.BatchNormToAffine.apply">apply() (finn.transformation.batchnorm_to_affine.BatchNormToAffine method)</a>
+ <li><a href="source_code/finn.transformation.batchnorm_to_affine.html#finn.transformation.batchnorm_to_affine.BatchNormToAffine.apply">apply() (finn.transformation.batchnorm_to_affine.BatchNormToAffine method)</a>
<ul>
- <li><a href="source_code/finn.transformation.html#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount.apply">(finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount method)</a>
+ <li><a href="source_code/finn.transformation.bipolar_to_xnor.html#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount.apply">(finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.fold_constants.FoldConstants.apply">(finn.transformation.fold_constants.FoldConstants method)</a>
+ <li><a href="source_code/finn.transformation.fold_constants.html#finn.transformation.fold_constants.FoldConstants.apply">(finn.transformation.fold_constants.FoldConstants method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.cleanup.CleanUp.apply">(finn.transformation.fpgadataflow.cleanup.CleanUp method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.cleanup.html#finn.transformation.fpgadataflow.cleanup.CleanUp.apply">(finn.transformation.fpgadataflow.cleanup.CleanUp method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen.apply">(finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_ipgen.html#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen.apply">(finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch.apply">(finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch.apply">(finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim.apply">(finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_npysim.html#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim.apply">(finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.compile.Compile.apply">(finn.transformation.fpgadataflow.compile.Compile method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.compile.html#finn.transformation.fpgadataflow.compile.Compile.apply">(finn.transformation.fpgadataflow.compile.Compile method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer.apply">(finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer.apply">(finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition.apply">(finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition.apply">(finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen.apply">(finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen.apply">(finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker.apply">(finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker.apply">(finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ.apply">(finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_deployment.html#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ.apply">(finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver.apply">(finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_pynq_driver.html#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver.apply">(finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject.apply">(finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_pynq_proj.html#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject.apply">(finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode.apply">(finn.transformation.fpgadataflow.set_exec_mode.SetExecMode method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.set_exec_mode.html#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode.apply">(finn.transformation.fpgadataflow.set_exec_mode.SetExecMode method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject.apply">(finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject method)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.synth_pynq_proj.html#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject.apply">(finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.ConvertSubToAdd.apply">(finn.transformation.general.ConvertSubToAdd method)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.ConvertSubToAdd.apply">(finn.transformation.general.ConvertSubToAdd method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.GiveRandomTensorNames.apply">(finn.transformation.general.GiveRandomTensorNames method)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.GiveRandomTensorNames.apply">(finn.transformation.general.GiveRandomTensorNames method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.GiveReadableTensorNames.apply">(finn.transformation.general.GiveReadableTensorNames method)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.GiveReadableTensorNames.apply">(finn.transformation.general.GiveReadableTensorNames method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.GiveUniqueNodeNames.apply">(finn.transformation.general.GiveUniqueNodeNames method)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.GiveUniqueNodeNames.apply">(finn.transformation.general.GiveUniqueNodeNames method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.infer_datatypes.InferDataTypes.apply">(finn.transformation.infer_datatypes.InferDataTypes method)</a>
+ <li><a href="source_code/finn.transformation.infer_datatypes.html#finn.transformation.infer_datatypes.InferDataTypes.apply">(finn.transformation.infer_datatypes.InferDataTypes method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.infer_shapes.InferShapes.apply">(finn.transformation.infer_shapes.InferShapes method)</a>
+ <li><a href="source_code/finn.transformation.infer_shapes.html#finn.transformation.infer_shapes.InferShapes.apply">(finn.transformation.infer_shapes.InferShapes method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul.apply">(finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul method)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul.apply">(finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold.apply">(finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold method)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold.apply">(finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold.apply">(finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold method)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold.apply">(finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude.apply">(finn.transformation.streamline.absorb.FactorOutMulSignMagnitude method)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude.apply">(finn.transformation.streamline.absorb.FactorOutMulSignMagnitude method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp.apply">(finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp method)</a>
+ <li><a href="source_code/finn.transformation.streamline.collapse_repeated.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp.apply">(finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.reorder.MoveAddPastMul.apply">(finn.transformation.streamline.reorder.MoveAddPastMul method)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#finn.transformation.streamline.reorder.MoveAddPastMul.apply">(finn.transformation.streamline.reorder.MoveAddPastMul method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul.apply">(finn.transformation.streamline.reorder.MoveScalarAddPastMatMul method)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul.apply">(finn.transformation.streamline.reorder.MoveScalarAddPastMatMul method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul.apply">(finn.transformation.streamline.reorder.MoveScalarMulPastMatMul method)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul.apply">(finn.transformation.streamline.reorder.MoveScalarMulPastMatMul method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds.apply">(finn.transformation.streamline.round_thresholds.RoundAndClipThresholds method)</a>
+ <li><a href="source_code/finn.transformation.streamline.round_thresholds.html#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds.apply">(finn.transformation.streamline.round_thresholds.RoundAndClipThresholds method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.sign_to_thres.ConvertSignToThres.apply">(finn.transformation.streamline.sign_to_thres.ConvertSignToThres method)</a>
+ <li><a href="source_code/finn.transformation.streamline.sign_to_thres.html#finn.transformation.streamline.sign_to_thres.ConvertSignToThres.apply">(finn.transformation.streamline.sign_to_thres.ConvertSignToThres method)</a>
</li>
<li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.Streamline.apply">(finn.transformation.streamline.Streamline method)</a>
</li>
@@ -265,7 +265,7 @@
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.array2hexstring">array2hexstring() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.array2hexstring">array2hexstring() (in module finn.util.data_packing)</a>
</li>
</ul></td>
</tr></table>
@@ -273,42 +273,42 @@
<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.html#finn.transformation.batchnorm_to_affine.BatchNormToAffine">BatchNormToAffine (class in finn.transformation.batchnorm_to_affine)</a>
+ <li><a href="source_code/finn.transformation.batchnorm_to_affine.html#finn.transformation.batchnorm_to_affine.BatchNormToAffine">BatchNormToAffine (class in finn.transformation.batchnorm_to_affine)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.BINARY">BINARY (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.BINARY">BINARY (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.BIPOLAR">BIPOLAR (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.BIPOLAR">BIPOLAR (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.bitwidth">bitwidth() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.bitwidth">bitwidth() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.blackboxfunction">blackboxfunction() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.blackboxfunction">blackboxfunction() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.blackboxfunction">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.blackboxfunction">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.blackboxfunction">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.blackboxfunction">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.blackboxfunction">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.blackboxfunction">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.blackboxfunction">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.bram_estimation">bram_estimation() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.bram_estimation">bram_estimation() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.bram_estimation">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.bram_estimation">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.bram_estimation">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.bram_estimation">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.bram_estimation">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.util.html#finn.util.basic.CppBuilder.build">build() (finn.util.basic.CppBuilder method)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.CppBuilder.build">build() (finn.util.basic.CppBuilder method)</a>
<ul>
- <li><a href="source_code/finn.util.html#finn.util.fpgadataflow.IPGenBuilder.build">(finn.util.fpgadataflow.IPGenBuilder method)</a>
+ <li><a href="source_code/finn.util.fpgadataflow.html#finn.util.fpgadataflow.IPGenBuilder.build">(finn.util.fpgadataflow.IPGenBuilder method)</a>
</li>
</ul></li>
</ul></td>
@@ -317,55 +317,55 @@
<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_tmem">calc_tmem() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_tmem">calc_tmem() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_wmem">calc_wmem() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_wmem">calc_wmem() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.calculate_signed_dot_prod_range">calculate_signed_dot_prod_range() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.calculate_signed_dot_prod_range">calculate_signed_dot_prod_range() (in module finn.util.basic)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.check_all_tensor_shapes_specified">check_all_tensor_shapes_specified() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.check_all_tensor_shapes_specified">check_all_tensor_shapes_specified() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.check_compatibility">check_compatibility() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.check_compatibility">check_compatibility() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.cleanup.CleanUp">CleanUp (class in finn.transformation.fpgadataflow.cleanup)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.cleanup.html#finn.transformation.fpgadataflow.cleanup.CleanUp">CleanUp (class in finn.transformation.fpgadataflow.cleanup)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.code_generation_ipgen">code_generation_ipgen() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.code_generation_npysim">code_generation_npysim() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen">CodeGen_ipgen (class in finn.transformation.fpgadataflow.codegen_ipgen)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_ipgen.html#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen">CodeGen_ipgen (class in finn.transformation.fpgadataflow.codegen_ipgen)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch">CodeGen_ipstitch (class in finn.transformation.fpgadataflow.codegen_ipstitch)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch">CodeGen_ipstitch (class in finn.transformation.fpgadataflow.codegen_ipstitch)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim">CodeGen_npysim (class in finn.transformation.fpgadataflow.codegen_npysim)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_npysim.html#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim">CodeGen_npysim (class in finn.transformation.fpgadataflow.codegen_npysim)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedAdd">CollapseRepeatedAdd (class in finn.transformation.streamline.collapse_repeated)</a>
+ <li><a href="source_code/finn.transformation.streamline.collapse_repeated.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedAdd">CollapseRepeatedAdd (class in finn.transformation.streamline.collapse_repeated)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedMul">CollapseRepeatedMul (class in finn.transformation.streamline.collapse_repeated)</a>
+ <li><a href="source_code/finn.transformation.streamline.collapse_repeated.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedMul">CollapseRepeatedMul (class in finn.transformation.streamline.collapse_repeated)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp">CollapseRepeatedOp (class in finn.transformation.streamline.collapse_repeated)</a>
+ <li><a href="source_code/finn.transformation.streamline.collapse_repeated.html#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp">CollapseRepeatedOp (class in finn.transformation.streamline.collapse_repeated)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.compare">compare() (in module finn.custom_op.multithreshold)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.compare">compare() (in module finn.custom_op.multithreshold)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.onnx_exec.compare_execution">compare_execution() (in module finn.core.onnx_exec)</a>
+ <li><a href="source_code/finn.core.onnx_exec.html#finn.core.onnx_exec.compare_execution">compare_execution() (in module finn.core.onnx_exec)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.compile.Compile">Compile (class in finn.transformation.fpgadataflow.compile)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.compile.html#finn.transformation.fpgadataflow.compile.Compile">Compile (class in finn.transformation.fpgadataflow.compile)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.compile_singlenode_code">compile_singlenode_code() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount">ConvertBipolarMatMulToXnorPopcount (class in finn.transformation.bipolar_to_xnor)</a>
+ <li><a href="source_code/finn.transformation.bipolar_to_xnor.html#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount">ConvertBipolarMatMulToXnorPopcount (class in finn.transformation.bipolar_to_xnor)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.sign_to_thres.ConvertSignToThres">ConvertSignToThres (class in finn.transformation.streamline.sign_to_thres)</a>
+ <li><a href="source_code/finn.transformation.streamline.sign_to_thres.html#finn.transformation.streamline.sign_to_thres.ConvertSignToThres">ConvertSignToThres (class in finn.transformation.streamline.sign_to_thres)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.ConvertSubToAdd">ConvertSubToAdd (class in finn.transformation.general)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.ConvertSubToAdd">ConvertSubToAdd (class in finn.transformation.general)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator">ConvolutionInputGenerator (class in finn.custom_op.fpgadataflow.convolutioninputgenerator)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator">ConvolutionInputGenerator (class in finn.custom_op.fpgadataflow.convolutioninputgenerator)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.CppBuilder">CppBuilder (class in finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.CppBuilder">CppBuilder (class in finn.util.basic)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition">CreateDataflowPartition (class in finn.transformation.fpgadataflow.create_dataflow_partition)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition">CreateDataflowPartition (class in finn.transformation.fpgadataflow.create_dataflow_partition)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp">CustomOp (class in finn.custom_op)</a>
</li>
@@ -375,46 +375,46 @@
<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.dataoutstrm">dataoutstrm() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.dataoutstrm">dataoutstrm() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.dataoutstrm">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.dataoutstrm">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.dataoutstrm">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.dataoutstrm">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.dataoutstrm">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.dataoutstrm">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.dataoutstrm">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType">DataType (class in finn.core.datatype)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType">DataType (class in finn.core.datatype)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.defines">defines() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.defines">defines() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.defines">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.defines">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.defines">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.defines">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.defines">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.defines">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.defines">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ">DeployToPYNQ (class in finn.transformation.fpgadataflow.make_deployment)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_deployment.html#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ">DeployToPYNQ (class in finn.transformation.fpgadataflow.make_deployment)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.docompute">docompute() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.docompute">docompute() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.docompute">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.docompute">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.docompute">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.docompute">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.docompute">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.docompute">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.docompute">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.dynamic_input_to_npy">dynamic_input_to_npy() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
@@ -427,33 +427,33 @@
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.exec_precompiled_singlenode_model">exec_precompiled_singlenode_model() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.execute_custom_node.execute_custom_node">execute_custom_node() (in module finn.core.execute_custom_node)</a>
+ <li><a href="source_code/finn.core.execute_custom_node.html#finn.core.execute_custom_node.execute_custom_node">execute_custom_node() (in module finn.core.execute_custom_node)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.execute_node">execute_node() (finn.custom_op.CustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.execute_node">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.execute_node">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.execute_node">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.execute_node">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.execute_node">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.execute_node">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.execute_node">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.MultiThreshold.execute_node">(finn.custom_op.multithreshold.MultiThreshold method)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.MultiThreshold.execute_node">(finn.custom_op.multithreshold.MultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.execute_node">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.execute_node">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.execute_node">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.execute_node">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.onnx_exec.execute_node">(in module finn.core.onnx_exec)</a>
+ <li><a href="source_code/finn.core.onnx_exec.html#finn.core.onnx_exec.execute_node">(in module finn.core.onnx_exec)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.onnx_exec.execute_onnx">execute_onnx() (in module finn.core.onnx_exec)</a>
+ <li><a href="source_code/finn.core.onnx_exec.html#finn.core.onnx_exec.execute_onnx">execute_onnx() (in module finn.core.onnx_exec)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.onnx_exec.execute_onnx_and_make_model">execute_onnx_and_make_model() (in module finn.core.onnx_exec)</a>
+ <li><a href="source_code/finn.core.onnx_exec.html#finn.core.onnx_exec.execute_onnx_and_make_model">execute_onnx_and_make_model() (in module finn.core.onnx_exec)</a>
</li>
</ul></td>
</tr></table>
@@ -461,11 +461,11 @@
<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude">FactorOutMulSignMagnitude (class in finn.transformation.streamline.absorb)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude">FactorOutMulSignMagnitude (class in finn.transformation.streamline.absorb)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.find_consumer">find_consumer() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.find_consumer">find_consumer() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.find_producer">find_producer() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.find_producer">find_producer() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
<li><a href="source_code/finn.html#module-finn">finn (module)</a>
</li>
@@ -473,127 +473,127 @@
</li>
<li><a href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow">finn.analysis.fpgadataflow (module)</a>
</li>
- <li><a href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.hls_synth_res_estimation">finn.analysis.fpgadataflow.hls_synth_res_estimation (module)</a>
+ <li><a href="source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html#module-finn.analysis.fpgadataflow.hls_synth_res_estimation">finn.analysis.fpgadataflow.hls_synth_res_estimation (module)</a>
</li>
- <li><a href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.res_estimation">finn.analysis.fpgadataflow.res_estimation (module)</a>
+ <li><a href="source_code/finn.analysis.fpgadataflow.res_estimation.html#module-finn.analysis.fpgadataflow.res_estimation">finn.analysis.fpgadataflow.res_estimation (module)</a>
</li>
- <li><a href="source_code/finn.analysis.html#module-finn.analysis.topology">finn.analysis.topology (module)</a>
+ <li><a href="source_code/finn.analysis.topology.html#module-finn.analysis.topology">finn.analysis.topology (module)</a>
</li>
- <li><a href="source_code/finn.analysis.html#module-finn.analysis.verify_custom_nodes">finn.analysis.verify_custom_nodes (module)</a>
+ <li><a href="source_code/finn.analysis.verify_custom_nodes.html#module-finn.analysis.verify_custom_nodes">finn.analysis.verify_custom_nodes (module)</a>
</li>
<li><a href="source_code/finn.core.html#module-finn.core">finn.core (module)</a>
</li>
- <li><a href="source_code/finn.core.html#module-finn.core.datatype">finn.core.datatype (module)</a>
+ <li><a href="source_code/finn.core.datatype.html#module-finn.core.datatype">finn.core.datatype (module)</a>
</li>
- <li><a href="source_code/finn.core.html#module-finn.core.execute_custom_node">finn.core.execute_custom_node (module)</a>
+ <li><a href="source_code/finn.core.execute_custom_node.html#module-finn.core.execute_custom_node">finn.core.execute_custom_node (module)</a>
</li>
- <li><a href="source_code/finn.core.html#module-finn.core.modelwrapper">finn.core.modelwrapper (module)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#module-finn.core.modelwrapper">finn.core.modelwrapper (module)</a>
</li>
- <li><a href="source_code/finn.core.html#module-finn.core.onnx_exec">finn.core.onnx_exec (module)</a>
+ <li><a href="source_code/finn.core.onnx_exec.html#module-finn.core.onnx_exec">finn.core.onnx_exec (module)</a>
</li>
- <li><a href="source_code/finn.core.html#module-finn.core.remote_exec">finn.core.remote_exec (module)</a>
+ <li><a href="source_code/finn.core.remote_exec.html#module-finn.core.remote_exec">finn.core.remote_exec (module)</a>
</li>
- <li><a href="source_code/finn.core.html#module-finn.core.rtlsim_exec">finn.core.rtlsim_exec (module)</a>
+ <li><a href="source_code/finn.core.rtlsim_exec.html#module-finn.core.rtlsim_exec">finn.core.rtlsim_exec (module)</a>
</li>
<li><a href="source_code/finn.custom_op.html#module-finn.custom_op">finn.custom_op (module)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow">finn.custom_op.fpgadataflow (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.convolutioninputgenerator">finn.custom_op.fpgadataflow.convolutioninputgenerator (module)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#module-finn.custom_op.fpgadataflow.convolutioninputgenerator">finn.custom_op.fpgadataflow.convolutioninputgenerator (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch">finn.custom_op.fpgadataflow.streamingfclayer_batch (module)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch">finn.custom_op.fpgadataflow.streamingfclayer_batch (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">finn.custom_op.fpgadataflow.streamingmaxpool_batch (module)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">finn.custom_op.fpgadataflow.streamingmaxpool_batch (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.templates">finn.custom_op.fpgadataflow.templates (module)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.templates.html#module-finn.custom_op.fpgadataflow.templates">finn.custom_op.fpgadataflow.templates (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.tlastmarker">finn.custom_op.fpgadataflow.tlastmarker (module)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#module-finn.custom_op.fpgadataflow.tlastmarker">finn.custom_op.fpgadataflow.tlastmarker (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#module-finn.custom_op.multithreshold">finn.custom_op.multithreshold (module)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#module-finn.custom_op.multithreshold">finn.custom_op.multithreshold (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#module-finn.custom_op.registry">finn.custom_op.registry (module)</a>
+ <li><a href="source_code/finn.custom_op.registry.html#module-finn.custom_op.registry">finn.custom_op.registry (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#module-finn.custom_op.streamingdataflowpartition">finn.custom_op.streamingdataflowpartition (module)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#module-finn.custom_op.streamingdataflowpartition">finn.custom_op.streamingdataflowpartition (module)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#module-finn.custom_op.xnorpopcount">finn.custom_op.xnorpopcount (module)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#module-finn.custom_op.xnorpopcount">finn.custom_op.xnorpopcount (module)</a>
</li>
<li><a href="source_code/finn.transformation.html#module-finn.transformation">finn.transformation (module)</a>
</li>
- <li><a href="source_code/finn.transformation.html#module-finn.transformation.batchnorm_to_affine">finn.transformation.batchnorm_to_affine (module)</a>
+ <li><a href="source_code/finn.transformation.batchnorm_to_affine.html#module-finn.transformation.batchnorm_to_affine">finn.transformation.batchnorm_to_affine (module)</a>
</li>
- <li><a href="source_code/finn.transformation.html#module-finn.transformation.bipolar_to_xnor">finn.transformation.bipolar_to_xnor (module)</a>
+ <li><a href="source_code/finn.transformation.bipolar_to_xnor.html#module-finn.transformation.bipolar_to_xnor">finn.transformation.bipolar_to_xnor (module)</a>
</li>
- <li><a href="source_code/finn.transformation.html#module-finn.transformation.fold_constants">finn.transformation.fold_constants (module)</a>
+ <li><a href="source_code/finn.transformation.fold_constants.html#module-finn.transformation.fold_constants">finn.transformation.fold_constants (module)</a>
</li>
<li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow">finn.transformation.fpgadataflow (module)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.cleanup">finn.transformation.fpgadataflow.cleanup (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.cleanup.html#module-finn.transformation.fpgadataflow.cleanup">finn.transformation.fpgadataflow.cleanup (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipgen">finn.transformation.fpgadataflow.codegen_ipgen (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_ipgen.html#module-finn.transformation.fpgadataflow.codegen_ipgen">finn.transformation.fpgadataflow.codegen_ipgen (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipstitch">finn.transformation.fpgadataflow.codegen_ipstitch (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html#module-finn.transformation.fpgadataflow.codegen_ipstitch">finn.transformation.fpgadataflow.codegen_ipstitch (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_npysim">finn.transformation.fpgadataflow.codegen_npysim (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.codegen_npysim.html#module-finn.transformation.fpgadataflow.codegen_npysim">finn.transformation.fpgadataflow.codegen_npysim (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.compile">finn.transformation.fpgadataflow.compile (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.compile.html#module-finn.transformation.fpgadataflow.compile">finn.transformation.fpgadataflow.compile (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers">finn.transformation.fpgadataflow.convert_to_hls_layers (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers">finn.transformation.fpgadataflow.convert_to_hls_layers (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.create_dataflow_partition">finn.transformation.fpgadataflow.create_dataflow_partition (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html#module-finn.transformation.fpgadataflow.create_dataflow_partition">finn.transformation.fpgadataflow.create_dataflow_partition (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen">finn.transformation.fpgadataflow.hlssynth_ipgen (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen">finn.transformation.fpgadataflow.hlssynth_ipgen (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.insert_tlastmarker">finn.transformation.fpgadataflow.insert_tlastmarker (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html#module-finn.transformation.fpgadataflow.insert_tlastmarker">finn.transformation.fpgadataflow.insert_tlastmarker (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_deployment">finn.transformation.fpgadataflow.make_deployment (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_deployment.html#module-finn.transformation.fpgadataflow.make_deployment">finn.transformation.fpgadataflow.make_deployment (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_driver">finn.transformation.fpgadataflow.make_pynq_driver (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_pynq_driver.html#module-finn.transformation.fpgadataflow.make_pynq_driver">finn.transformation.fpgadataflow.make_pynq_driver (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_proj">finn.transformation.fpgadataflow.make_pynq_proj (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_pynq_proj.html#module-finn.transformation.fpgadataflow.make_pynq_proj">finn.transformation.fpgadataflow.make_pynq_proj (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.set_exec_mode">finn.transformation.fpgadataflow.set_exec_mode (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.set_exec_mode.html#module-finn.transformation.fpgadataflow.set_exec_mode">finn.transformation.fpgadataflow.set_exec_mode (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.synth_pynq_proj">finn.transformation.fpgadataflow.synth_pynq_proj (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.synth_pynq_proj.html#module-finn.transformation.fpgadataflow.synth_pynq_proj">finn.transformation.fpgadataflow.synth_pynq_proj (module)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.templates">finn.transformation.fpgadataflow.templates (module)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.templates.html#module-finn.transformation.fpgadataflow.templates">finn.transformation.fpgadataflow.templates (module)</a>
</li>
- <li><a href="source_code/finn.transformation.html#module-finn.transformation.general">finn.transformation.general (module)</a>
+ <li><a href="source_code/finn.transformation.general.html#module-finn.transformation.general">finn.transformation.general (module)</a>
</li>
- <li><a href="source_code/finn.transformation.html#module-finn.transformation.infer_datatypes">finn.transformation.infer_datatypes (module)</a>
+ <li><a href="source_code/finn.transformation.infer_datatypes.html#module-finn.transformation.infer_datatypes">finn.transformation.infer_datatypes (module)</a>
</li>
- <li><a href="source_code/finn.transformation.html#module-finn.transformation.infer_shapes">finn.transformation.infer_shapes (module)</a>
+ <li><a href="source_code/finn.transformation.infer_shapes.html#module-finn.transformation.infer_shapes">finn.transformation.infer_shapes (module)</a>
</li>
<li><a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline">finn.transformation.streamline (module)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.absorb">finn.transformation.streamline.absorb (module)</a>
+ <li><a href="source_code/finn.transformation.streamline.absorb.html#module-finn.transformation.streamline.absorb">finn.transformation.streamline.absorb (module)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.collapse_repeated">finn.transformation.streamline.collapse_repeated (module)</a>
+ <li><a href="source_code/finn.transformation.streamline.collapse_repeated.html#module-finn.transformation.streamline.collapse_repeated">finn.transformation.streamline.collapse_repeated (module)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.reorder">finn.transformation.streamline.reorder (module)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#module-finn.transformation.streamline.reorder">finn.transformation.streamline.reorder (module)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.round_thresholds">finn.transformation.streamline.round_thresholds (module)</a>
+ <li><a href="source_code/finn.transformation.streamline.round_thresholds.html#module-finn.transformation.streamline.round_thresholds">finn.transformation.streamline.round_thresholds (module)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.sign_to_thres">finn.transformation.streamline.sign_to_thres (module)</a>
+ <li><a href="source_code/finn.transformation.streamline.sign_to_thres.html#module-finn.transformation.streamline.sign_to_thres">finn.transformation.streamline.sign_to_thres (module)</a>
</li>
<li><a href="source_code/finn.util.html#module-finn.util">finn.util (module)</a>
</li>
- <li><a href="source_code/finn.util.html#module-finn.util.basic">finn.util.basic (module)</a>
+ <li><a href="source_code/finn.util.basic.html#module-finn.util.basic">finn.util.basic (module)</a>
</li>
- <li><a href="source_code/finn.util.html#module-finn.util.data_packing">finn.util.data_packing (module)</a>
+ <li><a href="source_code/finn.util.data_packing.html#module-finn.util.data_packing">finn.util.data_packing (module)</a>
</li>
- <li><a href="source_code/finn.util.html#module-finn.util.fpgadataflow">finn.util.fpgadataflow (module)</a>
+ <li><a href="source_code/finn.util.fpgadataflow.html#module-finn.util.fpgadataflow">finn.util.fpgadataflow (module)</a>
</li>
- <li><a href="source_code/finn.util.html#module-finn.util.onnx">finn.util.onnx (module)</a>
+ <li><a href="source_code/finn.util.onnx.html#module-finn.util.onnx">finn.util.onnx (module)</a>
</li>
- <li><a href="source_code/finn.util.html#module-finn.util.test">finn.util.test (module)</a>
+ <li><a href="source_code/finn.util.test.html#module-finn.util.test">finn.util.test (module)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.finnpy_to_packed_bytearray">finnpy_to_packed_bytearray() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.finnpy_to_packed_bytearray">finnpy_to_packed_bytearray() (in module finn.util.data_packing)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.FLOAT32">FLOAT32 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.FLOAT32">FLOAT32 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.fold_constants.FoldConstants">FoldConstants (class in finn.transformation.fold_constants)</a>
+ <li><a href="source_code/finn.transformation.fold_constants.html#finn.transformation.fold_constants.FoldConstants">FoldConstants (class in finn.transformation.fold_constants)</a>
</li>
</ul></td>
</tr></table>
@@ -601,159 +601,159 @@
<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.basic.gen_finn_dt_tensor">gen_finn_dt_tensor() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.gen_finn_dt_tensor">gen_finn_dt_tensor() (in module finn.util.basic)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.generate_params">generate_params() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.generate_params">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.generate_params">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_all_tensor_names">get_all_tensor_names() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_all_tensor_names">get_all_tensor_names() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.get_by_name">get_by_name() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.get_by_name">get_by_name() (in module finn.util.basic)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.get_finn_root">get_finn_root() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.get_finn_root">get_finn_root() (in module finn.util.basic)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.get_folded_input_shape">get_folded_input_shape() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_input_shape">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_input_shape">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_input_shape">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_input_shape">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.get_folded_output_shape">get_folded_output_shape() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_output_shape">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_output_shape">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_output_shape">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_output_shape">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_threshold_tensor">get_hls_compatible_threshold_tensor() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_threshold_tensor">get_hls_compatible_threshold_tensor() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_weight_tensor">get_hls_compatible_weight_tensor() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_weight_tensor">get_hls_compatible_weight_tensor() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.get_hls_datatype_str">get_hls_datatype_str() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.get_hls_datatype_str">get_hls_datatype_str() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_initializer">get_initializer() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_initializer">get_initializer() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_input_datatype">get_input_datatype() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_input_datatype">get_input_datatype() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_input_datatype">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_input_datatype">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
</ul></li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.get_instream_width">get_instream_width() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_instream_width">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_instream_width">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_instream_width">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_instream_width">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_metadata_prop">get_metadata_prop() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_metadata_prop">get_metadata_prop() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.get_nodeattr">get_nodeattr() (finn.custom_op.CustomOp method)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.get_nodeattr_types">get_nodeattr_types() (finn.custom_op.CustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_nodeattr_types">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_nodeattr_types">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.get_nodeattr_types">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_nodeattr_types">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_nodeattr_types">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_nodeattr_types">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_nodeattr_types">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_nodeattr_types">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_nodeattr_types">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.MultiThreshold.get_nodeattr_types">(finn.custom_op.multithreshold.MultiThreshold method)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.MultiThreshold.get_nodeattr_types">(finn.custom_op.multithreshold.MultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.get_nodeattr_types">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.get_nodeattr_types">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.get_nodeattr_types">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.get_nodeattr_types">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.get_num_possible_values">get_num_possible_values() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.get_num_possible_values">get_num_possible_values() (finn.core.datatype.DataType method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_number_output_values">get_number_output_values() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_number_output_values">get_number_output_values() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.get_number_output_values">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_number_output_values">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_number_output_values">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_number_output_values">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_number_output_values">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_number_output_values">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_number_output_values">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_output_datatype">get_output_datatype() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_output_datatype">get_output_datatype() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_output_datatype">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_output_datatype">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
</ul></li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.get_outstream_width">get_outstream_width() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_outstream_width">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_outstream_width">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_outstream_width">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_outstream_width">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.analysis.html#finn.analysis.topology.get_per_tensor_fanouts">get_per_tensor_fanouts() (in module finn.analysis.topology)</a>
+ <li><a href="source_code/finn.analysis.topology.html#finn.analysis.topology.get_per_tensor_fanouts">get_per_tensor_fanouts() (in module finn.analysis.topology)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.get_smallest_possible">get_smallest_possible() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.get_smallest_possible">get_smallest_possible() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_stream_width">get_stream_width() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_stream_width">get_stream_width() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_template_param_values">get_template_param_values() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_template_param_values">get_template_param_values() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_tensor_datatype">get_tensor_datatype() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_tensor_datatype">get_tensor_datatype() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_tensor_fanout">get_tensor_fanout() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_tensor_fanout">get_tensor_fanout() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_tensor_shape">get_tensor_shape() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_tensor_shape">get_tensor_shape() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.get_tensor_valueinfo">get_tensor_valueinfo() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.get_tensor_valueinfo">get_tensor_valueinfo() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.test.get_test_model_def_fxn">get_test_model_def_fxn() (in module finn.util.test)</a>
+ <li><a href="source_code/finn.util.test.html#finn.util.test.get_test_model_def_fxn">get_test_model_def_fxn() (in module finn.util.test)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.test.get_test_model_trained">get_test_model_trained() (in module finn.util.test)</a>
+ <li><a href="source_code/finn.util.test.html#finn.util.test.get_test_model_trained">get_test_model_trained() (in module finn.util.test)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.test.get_test_model_untrained">get_test_model_untrained() (in module finn.util.test)</a>
+ <li><a href="source_code/finn.util.test.html#finn.util.test.get_test_model_untrained">get_test_model_untrained() (in module finn.util.test)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.test.get_trained_checkpoint">get_trained_checkpoint() (in module finn.util.test)</a>
+ <li><a href="source_code/finn.util.test.html#finn.util.test.get_trained_checkpoint">get_trained_checkpoint() (in module finn.util.test)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_weight_datatype">get_weight_datatype() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_weight_datatype">get_weight_datatype() (finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.registry.getCustomOp">getCustomOp() (in module finn.custom_op.registry)</a>
+ <li><a href="source_code/finn.custom_op.registry.html#finn.custom_op.registry.getCustomOp">getCustomOp() (in module finn.custom_op.registry)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.GiveRandomTensorNames">GiveRandomTensorNames (class in finn.transformation.general)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.GiveRandomTensorNames">GiveRandomTensorNames (class in finn.transformation.general)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.GiveReadableTensorNames">GiveReadableTensorNames (class in finn.transformation.general)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.GiveReadableTensorNames">GiveReadableTensorNames (class in finn.transformation.general)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.general.GiveUniqueNodeNames">GiveUniqueNodeNames (class in finn.transformation.general)</a>
+ <li><a href="source_code/finn.transformation.general.html#finn.transformation.general.GiveUniqueNodeNames">GiveUniqueNodeNames (class in finn.transformation.general)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.global_includes">global_includes() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.global_includes">global_includes() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.global_includes">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.global_includes">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.global_includes">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.global_includes">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.global_includes">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.global_includes">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.global_includes">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.graph">graph() (finn.core.modelwrapper.ModelWrapper property)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.graph">graph() (finn.core.modelwrapper.ModelWrapper property)</a>
</li>
</ul></td>
</tr></table>
@@ -761,15 +761,15 @@
<h2 id="H">H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.hexstring2npbytearray">hexstring2npbytearray() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.hexstring2npbytearray">hexstring2npbytearray() (in module finn.util.data_packing)</a>
</li>
- <li><a href="source_code/finn.analysis.fpgadataflow.html#finn.analysis.fpgadataflow.hls_synth_res_estimation.hls_synth_res_estimation">hls_synth_res_estimation() (in module finn.analysis.fpgadataflow.hls_synth_res_estimation)</a>
+ <li><a href="source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html#finn.analysis.fpgadataflow.hls_synth_res_estimation.hls_synth_res_estimation">hls_synth_res_estimation() (in module finn.analysis.fpgadataflow.hls_synth_res_estimation)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp">HLSCustomOp (class in finn.custom_op.fpgadataflow)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen">HLSSynth_IPGen (class in finn.transformation.fpgadataflow.hlssynth_ipgen)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen">HLSSynth_IPGen (class in finn.transformation.fpgadataflow.hlssynth_ipgen)</a>
</li>
</ul></td>
</tr></table>
@@ -780,52 +780,52 @@
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.infer_node_datatype">infer_node_datatype() (finn.custom_op.CustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.infer_node_datatype">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.infer_node_datatype">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.infer_node_datatype">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.infer_node_datatype">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.infer_node_datatype">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.infer_node_datatype">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.infer_node_datatype">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.infer_node_datatype">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.MultiThreshold.infer_node_datatype">(finn.custom_op.multithreshold.MultiThreshold method)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.MultiThreshold.infer_node_datatype">(finn.custom_op.multithreshold.MultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.infer_node_datatype">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.infer_node_datatype">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.infer_node_datatype">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.infer_node_datatype">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer">InferBinaryStreamingFCLayer (class in finn.transformation.fpgadataflow.convert_to_hls_layers)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer">InferBinaryStreamingFCLayer (class in finn.transformation.fpgadataflow.convert_to_hls_layers)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.infer_datatypes.InferDataTypes">InferDataTypes (class in finn.transformation.infer_datatypes)</a>
+ <li><a href="source_code/finn.transformation.infer_datatypes.html#finn.transformation.infer_datatypes.InferDataTypes">InferDataTypes (class in finn.transformation.infer_datatypes)</a>
</li>
- <li><a href="source_code/finn.transformation.html#finn.transformation.infer_shapes.InferShapes">InferShapes (class in finn.transformation.infer_shapes)</a>
+ <li><a href="source_code/finn.transformation.infer_shapes.html#finn.transformation.infer_shapes.InferShapes">InferShapes (class in finn.transformation.infer_shapes)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker">InsertTLastMarker (class in finn.transformation.fpgadataflow.insert_tlastmarker)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker">InsertTLastMarker (class in finn.transformation.fpgadataflow.insert_tlastmarker)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.INT16">INT16 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.INT16">INT16 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.INT2">INT2 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.INT2">INT2 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.INT3">INT3 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.INT3">INT3 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.INT32">INT32 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.INT32">INT32 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.INT4">INT4 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.INT4">INT4 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.INT8">INT8 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.INT8">INT8 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.interleave_matrix_outer_dim_from_partitions">interleave_matrix_outer_dim_from_partitions() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.interleave_matrix_outer_dim_from_partitions">interleave_matrix_outer_dim_from_partitions() (in module finn.util.basic)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.ipgen_singlenode_code">ipgen_singlenode_code() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.fpgadataflow.IPGenBuilder">IPGenBuilder (class in finn.util.fpgadataflow)</a>
+ <li><a href="source_code/finn.util.fpgadataflow.html#finn.util.fpgadataflow.IPGenBuilder">IPGenBuilder (class in finn.util.fpgadataflow)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.is_integer">is_integer() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.is_integer">is_integer() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.analysis.html#finn.analysis.topology.is_linear">is_linear() (in module finn.analysis.topology)</a>
+ <li><a href="source_code/finn.analysis.topology.html#finn.analysis.topology.is_linear">is_linear() (in module finn.analysis.topology)</a>
</li>
</ul></td>
</tr></table>
@@ -833,14 +833,14 @@
<h2 id="L">L</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.lut_estimation">lut_estimation() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.lut_estimation">lut_estimation() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.lut_estimation">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.lut_estimation">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.lut_estimation">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.lut_estimation">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.lut_estimation">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
</ul></li>
</ul></td>
@@ -849,53 +849,53 @@
<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.basic.make_build_dir">make_build_dir() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.make_build_dir">make_build_dir() (in module finn.util.basic)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.make_empty_exec_context">make_empty_exec_context() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.make_empty_exec_context">make_empty_exec_context() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.make_new_valueinfo_name">make_new_valueinfo_name() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.make_new_valueinfo_name">make_new_valueinfo_name() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.make_shape_compatible_op">make_shape_compatible_op() (finn.custom_op.CustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.make_shape_compatible_op">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.make_shape_compatible_op">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.make_shape_compatible_op">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.make_shape_compatible_op">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.make_shape_compatible_op">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.make_shape_compatible_op">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.make_shape_compatible_op">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.make_shape_compatible_op">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.MultiThreshold.make_shape_compatible_op">(finn.custom_op.multithreshold.MultiThreshold method)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.MultiThreshold.make_shape_compatible_op">(finn.custom_op.multithreshold.MultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.make_shape_compatible_op">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.make_shape_compatible_op">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.make_shape_compatible_op">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.make_shape_compatible_op">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver">MakePYNQDriver (class in finn.transformation.fpgadataflow.make_pynq_driver)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_pynq_driver.html#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver">MakePYNQDriver (class in finn.transformation.fpgadataflow.make_pynq_driver)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject">MakePYNQProject (class in finn.transformation.fpgadataflow.make_pynq_proj)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.make_pynq_proj.html#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject">MakePYNQProject (class in finn.transformation.fpgadataflow.make_pynq_proj)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.max">max() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.max">max() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.min">min() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.min">min() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.model">model() (finn.core.modelwrapper.ModelWrapper property)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.model">model() (finn.core.modelwrapper.ModelWrapper property)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper">ModelWrapper (class in finn.core.modelwrapper)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper">ModelWrapper (class in finn.core.modelwrapper)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.reorder.MoveAddPastMul">MoveAddPastMul (class in finn.transformation.streamline.reorder)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#finn.transformation.streamline.reorder.MoveAddPastMul">MoveAddPastMul (class in finn.transformation.streamline.reorder)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul">MoveScalarAddPastMatMul (class in finn.transformation.streamline.reorder)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul">MoveScalarAddPastMatMul (class in finn.transformation.streamline.reorder)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul">MoveScalarMulPastMatMul (class in finn.transformation.streamline.reorder)</a>
+ <li><a href="source_code/finn.transformation.streamline.reorder.html#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul">MoveScalarMulPastMatMul (class in finn.transformation.streamline.reorder)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.MultiThreshold">MultiThreshold (class in finn.custom_op.multithreshold)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.MultiThreshold">MultiThreshold (class in finn.custom_op.multithreshold)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.multithreshold">multithreshold() (in module finn.custom_op.multithreshold)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.multithreshold">multithreshold() (in module finn.custom_op.multithreshold)</a>
</li>
</ul></td>
</tr></table>
@@ -903,19 +903,19 @@
<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.analysis.html#finn.analysis.topology.node_inputs_in_expected_order">node_inputs_in_expected_order() (in module finn.analysis.topology)</a>
+ <li><a href="source_code/finn.analysis.topology.html#finn.analysis.topology.node_inputs_in_expected_order">node_inputs_in_expected_order() (in module finn.analysis.topology)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.node_res_estimation">node_res_estimation() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.npbytearray2hexstring">npbytearray2hexstring() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.npbytearray2hexstring">npbytearray2hexstring() (in module finn.util.data_packing)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.npy_to_dynamic_output">npy_to_dynamic_output() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.npy_to_rtlsim_input">npy_to_rtlsim_input() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.npy_to_rtlsim_input">npy_to_rtlsim_input() (in module finn.util.data_packing)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.numpy_to_hls_code">numpy_to_hls_code() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.numpy_to_hls_code">numpy_to_hls_code() (in module finn.util.data_packing)</a>
</li>
</ul></td>
</tr></table>
@@ -923,27 +923,27 @@
<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.pack_innermost_dim_as_hex_string">pack_innermost_dim_as_hex_string() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.pack_innermost_dim_as_hex_string">pack_innermost_dim_as_hex_string() (in module finn.util.data_packing)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.packed_bytearray_to_finnpy">packed_bytearray_to_finnpy() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.packed_bytearray_to_finnpy">packed_bytearray_to_finnpy() (in module finn.util.data_packing)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.pad_tensor_to_multiple_of">pad_tensor_to_multiple_of() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.pad_tensor_to_multiple_of">pad_tensor_to_multiple_of() (in module finn.util.basic)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.pragmas">pragmas() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.pragmas">pragmas() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.pragmas">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.pragmas">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.pragmas">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.pragmas">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.pragmas">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.pragmas">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.pragmas">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.fpgadataflow.pyverilate_stitched_ip">pyverilate_stitched_ip() (in module finn.util.fpgadataflow)</a>
+ <li><a href="source_code/finn.util.fpgadataflow.html#finn.util.fpgadataflow.pyverilate_stitched_ip">pyverilate_stitched_ip() (in module finn.util.fpgadataflow)</a>
</li>
</ul></td>
</tr></table>
@@ -951,41 +951,41 @@
<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.basic.random_string">random_string() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.random_string">random_string() (in module finn.util.basic)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.read_npy_data">read_npy_data() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.read_npy_data">read_npy_data() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.read_npy_data">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.read_npy_data">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.read_npy_data">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.read_npy_data">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.read_npy_data">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.read_npy_data">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.read_npy_data">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.core.html#finn.core.remote_exec.remote_exec">remote_exec() (in module finn.core.remote_exec)</a>
+ <li><a href="source_code/finn.core.remote_exec.html#finn.core.remote_exec.remote_exec">remote_exec() (in module finn.core.remote_exec)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.remove_by_name">remove_by_name() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.remove_by_name">remove_by_name() (in module finn.util.basic)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.rename_tensor">rename_tensor() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.rename_tensor">rename_tensor() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.analysis.fpgadataflow.html#finn.analysis.fpgadataflow.res_estimation.res_estimation">res_estimation() (in module finn.analysis.fpgadataflow.res_estimation)</a>
+ <li><a href="source_code/finn.analysis.fpgadataflow.res_estimation.html#finn.analysis.fpgadataflow.res_estimation.res_estimation">res_estimation() (in module finn.analysis.fpgadataflow.res_estimation)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.reset_rtlsim">reset_rtlsim() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds">RoundAndClipThresholds (class in finn.transformation.streamline.round_thresholds)</a>
+ <li><a href="source_code/finn.transformation.streamline.round_thresholds.html#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds">RoundAndClipThresholds (class in finn.transformation.streamline.round_thresholds)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.basic.roundup_to_integer_multiple">roundup_to_integer_multiple() (in module finn.util.basic)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.roundup_to_integer_multiple">roundup_to_integer_multiple() (in module finn.util.basic)</a>
</li>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.rtlsim">rtlsim() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.rtlsim_exec.rtlsim_exec">rtlsim_exec() (in module finn.core.rtlsim_exec)</a>
+ <li><a href="source_code/finn.core.rtlsim_exec.html#finn.core.rtlsim_exec.rtlsim_exec">rtlsim_exec() (in module finn.core.rtlsim_exec)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.rtlsim_output_to_npy">rtlsim_output_to_npy() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.rtlsim_output_to_npy">rtlsim_output_to_npy() (in module finn.util.data_packing)</a>
</li>
</ul></td>
</tr></table>
@@ -993,61 +993,61 @@
<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.save">save() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.save">save() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.save_as_npy">save_as_npy() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.save_as_npy">save_as_npy() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.save_as_npy">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.save_as_npy">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.save_as_npy">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.save_as_npy">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.save_as_npy">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.save_as_npy">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.save_as_npy">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.util.html#finn.util.basic.CppBuilder.set_executable_path">set_executable_path() (finn.util.basic.CppBuilder method)</a>
+ <li><a href="source_code/finn.util.basic.html#finn.util.basic.CppBuilder.set_executable_path">set_executable_path() (finn.util.basic.CppBuilder method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.set_initializer">set_initializer() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.set_initializer">set_initializer() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.fpgadataflow.IPGenBuilder.set_ipgen_path">set_ipgen_path() (finn.util.fpgadataflow.IPGenBuilder method)</a>
+ <li><a href="source_code/finn.util.fpgadataflow.html#finn.util.fpgadataflow.IPGenBuilder.set_ipgen_path">set_ipgen_path() (finn.util.fpgadataflow.IPGenBuilder method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.set_metadata_prop">set_metadata_prop() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.set_metadata_prop">set_metadata_prop() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.set_nodeattr">set_nodeattr() (finn.custom_op.CustomOp method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.set_tensor_datatype">set_tensor_datatype() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.set_tensor_datatype">set_tensor_datatype() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.set_tensor_shape">set_tensor_shape() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.set_tensor_shape">set_tensor_shape() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode">SetExecMode (class in finn.transformation.fpgadataflow.set_exec_mode)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.set_exec_mode.html#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode">SetExecMode (class in finn.transformation.fpgadataflow.set_exec_mode)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.signed">signed() (finn.core.datatype.DataType method)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.signed">signed() (finn.core.datatype.DataType method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition">StreamingDataflowPartition (class in finn.custom_op.streamingdataflowpartition)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition">StreamingDataflowPartition (class in finn.custom_op.streamingdataflowpartition)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch">StreamingFCLayer_Batch (class in finn.custom_op.fpgadataflow.streamingfclayer_batch)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch">StreamingFCLayer_Batch (class in finn.custom_op.fpgadataflow.streamingfclayer_batch)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch">StreamingMaxPool_Batch (class in finn.custom_op.fpgadataflow.streamingmaxpool_batch)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch">StreamingMaxPool_Batch (class in finn.custom_op.fpgadataflow.streamingmaxpool_batch)</a>
</li>
<li><a href="source_code/finn.transformation.streamline.html#finn.transformation.streamline.Streamline">Streamline (class in finn.transformation.streamline)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.strm_decl">strm_decl() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.strm_decl">strm_decl() (finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
<ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.strm_decl">(finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.strm_decl">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.strm_decl">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.strm_decl">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.strm_decl">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.strm_decl">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.strm_decl">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
</ul></li>
- <li><a href="source_code/finn.transformation.fpgadataflow.html#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject">SynthPYNQProject (class in finn.transformation.fpgadataflow.synth_pynq_proj)</a>
+ <li><a href="source_code/finn.transformation.fpgadataflow.synth_pynq_proj.html#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject">SynthPYNQProject (class in finn.transformation.fpgadataflow.synth_pynq_proj)</a>
</li>
</ul></td>
</tr></table>
@@ -1055,15 +1055,15 @@
<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.TERNARY">TERNARY (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.TERNARY">TERNARY (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker">TLastMarker (class in finn.custom_op.fpgadataflow.tlastmarker)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker">TLastMarker (class in finn.custom_op.fpgadataflow.tlastmarker)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp.toggle_clk">toggle_clk() (finn.custom_op.fpgadataflow.HLSCustomOp method)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.modelwrapper.ModelWrapper.transform">transform() (finn.core.modelwrapper.ModelWrapper method)</a>
+ <li><a href="source_code/finn.core.modelwrapper.html#finn.core.modelwrapper.ModelWrapper.transform">transform() (finn.core.modelwrapper.ModelWrapper method)</a>
</li>
<li><a href="source_code/finn.transformation.html#finn.transformation.Transformation">Transformation (class in finn.transformation)</a>
</li>
@@ -1073,21 +1073,21 @@
<h2 id="U">U</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.UINT16">UINT16 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.UINT16">UINT16 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.UINT2">UINT2 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.UINT2">UINT2 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.UINT3">UINT3 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.UINT3">UINT3 (finn.core.datatype.DataType attribute)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.UINT32">UINT32 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.UINT32">UINT32 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.UINT4">UINT4 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.UINT4">UINT4 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.core.html#finn.core.datatype.DataType.UINT8">UINT8 (finn.core.datatype.DataType attribute)</a>
+ <li><a href="source_code/finn.core.datatype.html#finn.core.datatype.DataType.UINT8">UINT8 (finn.core.datatype.DataType attribute)</a>
</li>
- <li><a href="source_code/finn.util.html#finn.util.data_packing.unpack_innermost_dim_from_hex_string">unpack_innermost_dim_from_hex_string() (in module finn.util.data_packing)</a>
+ <li><a href="source_code/finn.util.data_packing.html#finn.util.data_packing.unpack_innermost_dim_from_hex_string">unpack_innermost_dim_from_hex_string() (in module finn.util.data_packing)</a>
</li>
</ul></td>
</tr></table>
@@ -1095,29 +1095,29 @@
<h2 id="V">V</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.util.html#finn.util.onnx.valueinfo_to_tensor">valueinfo_to_tensor() (in module finn.util.onnx)</a>
+ <li><a href="source_code/finn.util.onnx.html#finn.util.onnx.valueinfo_to_tensor">valueinfo_to_tensor() (in module finn.util.onnx)</a>
</li>
<li><a href="source_code/finn.custom_op.html#finn.custom_op.CustomOp.verify_node">verify_node() (finn.custom_op.CustomOp method)</a>
<ul>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.verify_node">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.verify_node">(finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.verify_node">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.verify_node">(finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.verify_node">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.verify_node">(finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch method)</a>
</li>
- <li><a href="source_code/finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.verify_node">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
+ <li><a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.verify_node">(finn.custom_op.fpgadataflow.tlastmarker.TLastMarker method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.multithreshold.MultiThreshold.verify_node">(finn.custom_op.multithreshold.MultiThreshold method)</a>
+ <li><a href="source_code/finn.custom_op.multithreshold.html#finn.custom_op.multithreshold.MultiThreshold.verify_node">(finn.custom_op.multithreshold.MultiThreshold method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.verify_node">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
+ <li><a href="source_code/finn.custom_op.streamingdataflowpartition.html#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.verify_node">(finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition method)</a>
</li>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.verify_node">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul.verify_node">(finn.custom_op.xnorpopcount.XnorPopcountMatMul method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.analysis.html#finn.analysis.verify_custom_nodes.verify_nodes">verify_nodes() (in module finn.analysis.verify_custom_nodes)</a>
+ <li><a href="source_code/finn.analysis.verify_custom_nodes.html#finn.analysis.verify_custom_nodes.verify_nodes">verify_nodes() (in module finn.analysis.verify_custom_nodes)</a>
</li>
</ul></td>
</tr></table>
@@ -1125,11 +1125,11 @@
<h2 id="X">X</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul">XnorPopcountMatMul (class in finn.custom_op.xnorpopcount)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.XnorPopcountMatMul">XnorPopcountMatMul (class in finn.custom_op.xnorpopcount)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="source_code/finn.custom_op.html#finn.custom_op.xnorpopcount.xnorpopcountmatmul">xnorpopcountmatmul() (in module finn.custom_op.xnorpopcount)</a>
+ <li><a href="source_code/finn.custom_op.xnorpopcount.html#finn.custom_op.xnorpopcount.xnorpopcountmatmul">xnorpopcountmatmul() (in module finn.custom_op.xnorpopcount)</a>
</li>
</ul></td>
</tr></table>
diff --git a/docs/finn/_build/html/objects.inv b/docs/finn/_build/html/objects.inv
index 2a4e77eea14176ccb516ab4444a424fe97632698..a971c58564a2f9c835ae2bab0f78f9db501f3457 100644
Binary files a/docs/finn/_build/html/objects.inv and b/docs/finn/_build/html/objects.inv differ
diff --git a/docs/finn/_build/html/py-modindex.html b/docs/finn/_build/html/py-modindex.html
index 1a992f29ac5b2b95613dc15991895e95aed97e1f..423baaf74aa9e2cf537c83459fd0f1fa0c7fce76 100644
--- a/docs/finn/_build/html/py-modindex.html
+++ b/docs/finn/_build/html/py-modindex.html
@@ -175,22 +175,22 @@
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.hls_synth_res_estimation"><code class="xref">finn.analysis.fpgadataflow.hls_synth_res_estimation</code></a></td><td>
+ <a href="source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html#module-finn.analysis.fpgadataflow.hls_synth_res_estimation"><code class="xref">finn.analysis.fpgadataflow.hls_synth_res_estimation</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.res_estimation"><code class="xref">finn.analysis.fpgadataflow.res_estimation</code></a></td><td>
+ <a href="source_code/finn.analysis.fpgadataflow.res_estimation.html#module-finn.analysis.fpgadataflow.res_estimation"><code class="xref">finn.analysis.fpgadataflow.res_estimation</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.analysis.html#module-finn.analysis.topology"><code class="xref">finn.analysis.topology</code></a></td><td>
+ <a href="source_code/finn.analysis.topology.html#module-finn.analysis.topology"><code class="xref">finn.analysis.topology</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.analysis.html#module-finn.analysis.verify_custom_nodes"><code class="xref">finn.analysis.verify_custom_nodes</code></a></td><td>
+ <a href="source_code/finn.analysis.verify_custom_nodes.html#module-finn.analysis.verify_custom_nodes"><code class="xref">finn.analysis.verify_custom_nodes</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
@@ -200,32 +200,32 @@
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.core.html#module-finn.core.datatype"><code class="xref">finn.core.datatype</code></a></td><td>
+ <a href="source_code/finn.core.datatype.html#module-finn.core.datatype"><code class="xref">finn.core.datatype</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.core.html#module-finn.core.execute_custom_node"><code class="xref">finn.core.execute_custom_node</code></a></td><td>
+ <a href="source_code/finn.core.execute_custom_node.html#module-finn.core.execute_custom_node"><code class="xref">finn.core.execute_custom_node</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.core.html#module-finn.core.modelwrapper"><code class="xref">finn.core.modelwrapper</code></a></td><td>
+ <a href="source_code/finn.core.modelwrapper.html#module-finn.core.modelwrapper"><code class="xref">finn.core.modelwrapper</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.core.html#module-finn.core.onnx_exec"><code class="xref">finn.core.onnx_exec</code></a></td><td>
+ <a href="source_code/finn.core.onnx_exec.html#module-finn.core.onnx_exec"><code class="xref">finn.core.onnx_exec</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.core.html#module-finn.core.remote_exec"><code class="xref">finn.core.remote_exec</code></a></td><td>
+ <a href="source_code/finn.core.remote_exec.html#module-finn.core.remote_exec"><code class="xref">finn.core.remote_exec</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.core.html#module-finn.core.rtlsim_exec"><code class="xref">finn.core.rtlsim_exec</code></a></td><td>
+ <a href="source_code/finn.core.rtlsim_exec.html#module-finn.core.rtlsim_exec"><code class="xref">finn.core.rtlsim_exec</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
@@ -240,47 +240,47 @@
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.convolutioninputgenerator"><code class="xref">finn.custom_op.fpgadataflow.convolutioninputgenerator</code></a></td><td>
+ <a href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html#module-finn.custom_op.fpgadataflow.convolutioninputgenerator"><code class="xref">finn.custom_op.fpgadataflow.convolutioninputgenerator</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch"><code class="xref">finn.custom_op.fpgadataflow.streamingfclayer_batch</code></a></td><td>
+ <a href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch"><code class="xref">finn.custom_op.fpgadataflow.streamingfclayer_batch</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch"><code class="xref">finn.custom_op.fpgadataflow.streamingmaxpool_batch</code></a></td><td>
+ <a href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch"><code class="xref">finn.custom_op.fpgadataflow.streamingmaxpool_batch</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.templates"><code class="xref">finn.custom_op.fpgadataflow.templates</code></a></td><td>
+ <a href="source_code/finn.custom_op.fpgadataflow.templates.html#module-finn.custom_op.fpgadataflow.templates"><code class="xref">finn.custom_op.fpgadataflow.templates</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.tlastmarker"><code class="xref">finn.custom_op.fpgadataflow.tlastmarker</code></a></td><td>
+ <a href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html#module-finn.custom_op.fpgadataflow.tlastmarker"><code class="xref">finn.custom_op.fpgadataflow.tlastmarker</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.html#module-finn.custom_op.multithreshold"><code class="xref">finn.custom_op.multithreshold</code></a></td><td>
+ <a href="source_code/finn.custom_op.multithreshold.html#module-finn.custom_op.multithreshold"><code class="xref">finn.custom_op.multithreshold</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.html#module-finn.custom_op.registry"><code class="xref">finn.custom_op.registry</code></a></td><td>
+ <a href="source_code/finn.custom_op.registry.html#module-finn.custom_op.registry"><code class="xref">finn.custom_op.registry</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.html#module-finn.custom_op.streamingdataflowpartition"><code class="xref">finn.custom_op.streamingdataflowpartition</code></a></td><td>
+ <a href="source_code/finn.custom_op.streamingdataflowpartition.html#module-finn.custom_op.streamingdataflowpartition"><code class="xref">finn.custom_op.streamingdataflowpartition</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.custom_op.html#module-finn.custom_op.xnorpopcount"><code class="xref">finn.custom_op.xnorpopcount</code></a></td><td>
+ <a href="source_code/finn.custom_op.xnorpopcount.html#module-finn.custom_op.xnorpopcount"><code class="xref">finn.custom_op.xnorpopcount</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
@@ -290,17 +290,17 @@
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.html#module-finn.transformation.batchnorm_to_affine"><code class="xref">finn.transformation.batchnorm_to_affine</code></a></td><td>
+ <a href="source_code/finn.transformation.batchnorm_to_affine.html#module-finn.transformation.batchnorm_to_affine"><code class="xref">finn.transformation.batchnorm_to_affine</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.html#module-finn.transformation.bipolar_to_xnor"><code class="xref">finn.transformation.bipolar_to_xnor</code></a></td><td>
+ <a href="source_code/finn.transformation.bipolar_to_xnor.html#module-finn.transformation.bipolar_to_xnor"><code class="xref">finn.transformation.bipolar_to_xnor</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.html#module-finn.transformation.fold_constants"><code class="xref">finn.transformation.fold_constants</code></a></td><td>
+ <a href="source_code/finn.transformation.fold_constants.html#module-finn.transformation.fold_constants"><code class="xref">finn.transformation.fold_constants</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
@@ -310,92 +310,92 @@
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.cleanup"><code class="xref">finn.transformation.fpgadataflow.cleanup</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.cleanup.html#module-finn.transformation.fpgadataflow.cleanup"><code class="xref">finn.transformation.fpgadataflow.cleanup</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipgen"><code class="xref">finn.transformation.fpgadataflow.codegen_ipgen</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.codegen_ipgen.html#module-finn.transformation.fpgadataflow.codegen_ipgen"><code class="xref">finn.transformation.fpgadataflow.codegen_ipgen</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipstitch"><code class="xref">finn.transformation.fpgadataflow.codegen_ipstitch</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html#module-finn.transformation.fpgadataflow.codegen_ipstitch"><code class="xref">finn.transformation.fpgadataflow.codegen_ipstitch</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_npysim"><code class="xref">finn.transformation.fpgadataflow.codegen_npysim</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.codegen_npysim.html#module-finn.transformation.fpgadataflow.codegen_npysim"><code class="xref">finn.transformation.fpgadataflow.codegen_npysim</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.compile"><code class="xref">finn.transformation.fpgadataflow.compile</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.compile.html#module-finn.transformation.fpgadataflow.compile"><code class="xref">finn.transformation.fpgadataflow.compile</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers"><code class="xref">finn.transformation.fpgadataflow.convert_to_hls_layers</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers"><code class="xref">finn.transformation.fpgadataflow.convert_to_hls_layers</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.create_dataflow_partition"><code class="xref">finn.transformation.fpgadataflow.create_dataflow_partition</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html#module-finn.transformation.fpgadataflow.create_dataflow_partition"><code class="xref">finn.transformation.fpgadataflow.create_dataflow_partition</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen"><code class="xref">finn.transformation.fpgadataflow.hlssynth_ipgen</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen"><code class="xref">finn.transformation.fpgadataflow.hlssynth_ipgen</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.insert_tlastmarker"><code class="xref">finn.transformation.fpgadataflow.insert_tlastmarker</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html#module-finn.transformation.fpgadataflow.insert_tlastmarker"><code class="xref">finn.transformation.fpgadataflow.insert_tlastmarker</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_deployment"><code class="xref">finn.transformation.fpgadataflow.make_deployment</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.make_deployment.html#module-finn.transformation.fpgadataflow.make_deployment"><code class="xref">finn.transformation.fpgadataflow.make_deployment</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_driver"><code class="xref">finn.transformation.fpgadataflow.make_pynq_driver</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.make_pynq_driver.html#module-finn.transformation.fpgadataflow.make_pynq_driver"><code class="xref">finn.transformation.fpgadataflow.make_pynq_driver</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_proj"><code class="xref">finn.transformation.fpgadataflow.make_pynq_proj</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.make_pynq_proj.html#module-finn.transformation.fpgadataflow.make_pynq_proj"><code class="xref">finn.transformation.fpgadataflow.make_pynq_proj</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.set_exec_mode"><code class="xref">finn.transformation.fpgadataflow.set_exec_mode</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.set_exec_mode.html#module-finn.transformation.fpgadataflow.set_exec_mode"><code class="xref">finn.transformation.fpgadataflow.set_exec_mode</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.synth_pynq_proj"><code class="xref">finn.transformation.fpgadataflow.synth_pynq_proj</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.synth_pynq_proj.html#module-finn.transformation.fpgadataflow.synth_pynq_proj"><code class="xref">finn.transformation.fpgadataflow.synth_pynq_proj</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.templates"><code class="xref">finn.transformation.fpgadataflow.templates</code></a></td><td>
+ <a href="source_code/finn.transformation.fpgadataflow.templates.html#module-finn.transformation.fpgadataflow.templates"><code class="xref">finn.transformation.fpgadataflow.templates</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.html#module-finn.transformation.general"><code class="xref">finn.transformation.general</code></a></td><td>
+ <a href="source_code/finn.transformation.general.html#module-finn.transformation.general"><code class="xref">finn.transformation.general</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.html#module-finn.transformation.infer_datatypes"><code class="xref">finn.transformation.infer_datatypes</code></a></td><td>
+ <a href="source_code/finn.transformation.infer_datatypes.html#module-finn.transformation.infer_datatypes"><code class="xref">finn.transformation.infer_datatypes</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.html#module-finn.transformation.infer_shapes"><code class="xref">finn.transformation.infer_shapes</code></a></td><td>
+ <a href="source_code/finn.transformation.infer_shapes.html#module-finn.transformation.infer_shapes"><code class="xref">finn.transformation.infer_shapes</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
@@ -405,27 +405,27 @@
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.absorb"><code class="xref">finn.transformation.streamline.absorb</code></a></td><td>
+ <a href="source_code/finn.transformation.streamline.absorb.html#module-finn.transformation.streamline.absorb"><code class="xref">finn.transformation.streamline.absorb</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.collapse_repeated"><code class="xref">finn.transformation.streamline.collapse_repeated</code></a></td><td>
+ <a href="source_code/finn.transformation.streamline.collapse_repeated.html#module-finn.transformation.streamline.collapse_repeated"><code class="xref">finn.transformation.streamline.collapse_repeated</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.reorder"><code class="xref">finn.transformation.streamline.reorder</code></a></td><td>
+ <a href="source_code/finn.transformation.streamline.reorder.html#module-finn.transformation.streamline.reorder"><code class="xref">finn.transformation.streamline.reorder</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.round_thresholds"><code class="xref">finn.transformation.streamline.round_thresholds</code></a></td><td>
+ <a href="source_code/finn.transformation.streamline.round_thresholds.html#module-finn.transformation.streamline.round_thresholds"><code class="xref">finn.transformation.streamline.round_thresholds</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
<td>   
- <a href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.sign_to_thres"><code class="xref">finn.transformation.streamline.sign_to_thres</code></a></td><td>
+ <a href="source_code/finn.transformation.streamline.sign_to_thres.html#module-finn.transformation.streamline.sign_to_thres"><code class="xref">finn.transformation.streamline.sign_to_thres</code></a></td><td>
<em></em></td></tr>
<tr class="cg-1">
<td></td>
@@ -435,27 +435,27 @@
<tr class="cg-1">
<td></td>
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\ No newline at end of file
diff --git a/docs/finn/_build/html/source_code.html b/docs/finn/_build/html/source_code.html
index 6662fd362ca5254c942847fdd92e446dc2020ff8..825d89aff6090355153dd9c412e653342d05e0ba 100644
--- a/docs/finn/_build/html/source_code.html
+++ b/docs/finn/_build/html/source_code.html
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<li class="toctree-l3"><a class="reference internal" href="source_code/finn.analysis.html">finn.analysis package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.analysis.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="source_code/finn.analysis.fpgadataflow.html">finn.analysis.fpgadataflow package</a><ul>
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-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.res_estimation">finn.analysis.fpgadataflow.res_estimation module</a></li>
+<li class="toctree-l6"><a class="reference internal" href="source_code/finn.analysis.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html">finn.analysis.fpgadataflow.hls_synth_res_estimation module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.analysis.fpgadataflow.res_estimation.html">finn.analysis.fpgadataflow.res_estimation module</a></li>
+</ul>
+</li>
<li class="toctree-l6"><a class="reference internal" href="source_code/finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow">Module contents</a></li>
</ul>
</li>
</ul>
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-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.analysis.html#module-finn.analysis.verify_custom_nodes">finn.analysis.verify_custom_nodes module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="source_code/finn.analysis.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.analysis.topology.html">finn.analysis.topology module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.analysis.verify_custom_nodes.html">finn.analysis.verify_custom_nodes module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.analysis.html#module-finn.analysis">Module contents</a><ul>
<li class="toctree-l5"><a class="reference internal" href="source_code/finn.analysis.html#how-to-write-an-analysis-pass-for-finn">How to write an analysis pass for FINN</a></li>
</ul>
@@ -178,79 +182,91 @@
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="source_code/finn.core.html">finn.core package</a><ul>
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-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.core.html#module-finn.core.rtlsim_exec">finn.core.rtlsim_exec module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="source_code/finn.core.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.core.datatype.html">finn.core.datatype module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.core.execute_custom_node.html">finn.core.execute_custom_node module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.core.modelwrapper.html">finn.core.modelwrapper module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.core.onnx_exec.html">finn.core.onnx_exec module</a></li>
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+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.core.rtlsim_exec.html">finn.core.rtlsim_exec module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.core.html#module-finn.core">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="source_code/finn.custom_op.html">finn.custom_op package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html">finn.custom_op.fpgadataflow package</a><ul>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#submodules">Submodules</a></li>
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-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.templates">finn.custom_op.fpgadataflow.templates module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.tlastmarker">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html">finn.custom_op.fpgadataflow.convolutioninputgenerator module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.html">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.templates.html">finn.custom_op.fpgadataflow.templates module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.tlastmarker.html">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+</ul>
+</li>
<li class="toctree-l6"><a class="reference internal" href="source_code/finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow">Module contents</a></li>
</ul>
</li>
</ul>
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-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#module-finn.custom_op.multithreshold">finn.custom_op.multithreshold module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#module-finn.custom_op.registry">finn.custom_op.registry module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#module-finn.custom_op.streamingdataflowpartition">finn.custom_op.streamingdataflowpartition module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#module-finn.custom_op.xnorpopcount">finn.custom_op.xnorpopcount module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.custom_op.multithreshold.html">finn.custom_op.multithreshold module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.custom_op.registry.html">finn.custom_op.registry module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.custom_op.streamingdataflowpartition.html">finn.custom_op.streamingdataflowpartition module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.custom_op.xnorpopcount.html">finn.custom_op.xnorpopcount module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.custom_op.html#module-finn.custom_op">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="source_code/finn.transformation.html">finn.transformation package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#subpackages">Subpackages</a><ul>
<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html">finn.transformation.fpgadataflow package</a><ul>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.cleanup">finn.transformation.fpgadataflow.cleanup module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipgen">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipstitch">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_npysim">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.compile">finn.transformation.fpgadataflow.compile module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.create_dataflow_partition">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.insert_tlastmarker">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_deployment">finn.transformation.fpgadataflow.make_deployment module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_driver">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_proj">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.set_exec_mode">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.synth_pynq_proj">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.templates">finn.transformation.fpgadataflow.templates module</a></li>
+<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.cleanup.html">finn.transformation.fpgadataflow.cleanup module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.codegen_ipgen.html">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.codegen_npysim.html">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.compile.html">finn.transformation.fpgadataflow.compile module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.make_deployment.html">finn.transformation.fpgadataflow.make_deployment module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.make_pynq_driver.html">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.make_pynq_proj.html">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.set_exec_mode.html">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.synth_pynq_proj.html">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.templates.html">finn.transformation.fpgadataflow.templates module</a></li>
+</ul>
+</li>
<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow">Module contents</a></li>
</ul>
</li>
<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.streamline.html">finn.transformation.streamline package</a><ul>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#submodules">Submodules</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.absorb">finn.transformation.streamline.absorb module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.collapse_repeated">finn.transformation.streamline.collapse_repeated module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.reorder">finn.transformation.streamline.reorder module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.round_thresholds">finn.transformation.streamline.round_thresholds module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#module-finn.transformation.streamline.sign_to_thres">finn.transformation.streamline.sign_to_thres module</a></li>
+<li class="toctree-l6"><a class="reference internal" href="source_code/finn.transformation.streamline.html#submodules">Submodules</a><ul>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.streamline.absorb.html">finn.transformation.streamline.absorb module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.streamline.collapse_repeated.html">finn.transformation.streamline.collapse_repeated module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.streamline.reorder.html">finn.transformation.streamline.reorder module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.streamline.round_thresholds.html">finn.transformation.streamline.round_thresholds module</a></li>
+<li class="toctree-l7"><a class="reference internal" href="source_code/finn.transformation.streamline.sign_to_thres.html">finn.transformation.streamline.sign_to_thres module</a></li>
+</ul>
+</li>
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-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation.batchnorm_to_affine">finn.transformation.batchnorm_to_affine module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation.bipolar_to_xnor">finn.transformation.bipolar_to_xnor module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation.fold_constants">finn.transformation.fold_constants module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation.general">finn.transformation.general module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation.infer_datatypes">finn.transformation.infer_datatypes module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation.infer_shapes">finn.transformation.infer_shapes module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.batchnorm_to_affine.html">finn.transformation.batchnorm_to_affine module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.bipolar_to_xnor.html">finn.transformation.bipolar_to_xnor module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.fold_constants.html">finn.transformation.fold_constants module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.general.html">finn.transformation.general module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.infer_datatypes.html">finn.transformation.infer_datatypes module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.infer_shapes.html">finn.transformation.infer_shapes module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.transformation.html#module-finn.transformation">Module contents</a><ul>
<li class="toctree-l5"><a class="reference internal" href="source_code/finn.transformation.html#guide-to-writing-finn-transformations">Guide to writing FINN transformations</a></li>
</ul>
@@ -258,12 +274,14 @@
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="source_code/finn.util.html">finn.util package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#module-finn.util.basic">finn.util.basic module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#module-finn.util.data_packing">finn.util.data_packing module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#module-finn.util.fpgadataflow">finn.util.fpgadataflow module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#module-finn.util.onnx">finn.util.onnx module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#module-finn.util.test">finn.util.test module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.util.basic.html">finn.util.basic module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.util.data_packing.html">finn.util.data_packing module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.util.fpgadataflow.html">finn.util.fpgadataflow module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.util.onnx.html">finn.util.onnx module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="source_code/finn.util.test.html">finn.util.test module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="source_code/finn.util.html#module-finn.util">Module contents</a></li>
</ul>
</li>
diff --git a/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html b/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html
new file mode 100644
index 0000000000000000000000000000000000000000..a333ed66b3935eddf9f78ccc47f807e014f87939
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.html
@@ -0,0 +1,219 @@
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+ <div class="section" id="module-finn.analysis.fpgadataflow.hls_synth_res_estimation">
+<span id="finn-analysis-fpgadataflow-hls-synth-res-estimation-module"></span><h1>finn.analysis.fpgadataflow.hls_synth_res_estimation module<a class="headerlink" href="#module-finn.analysis.fpgadataflow.hls_synth_res_estimation" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.analysis.fpgadataflow.hls_synth_res_estimation.hls_synth_res_estimation">
+<code class="sig-prename descclassname">finn.analysis.fpgadataflow.hls_synth_res_estimation.</code><code class="sig-name descname">hls_synth_res_estimation</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.fpgadataflow.hls_synth_res_estimation.hls_synth_res_estimation" title="Permalink to this definition">¶</a></dt>
+<dd><p>Extracts the results from the vivado synthesis.
+Returns {node name : resource estimation}</p>
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diff --git a/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.html b/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.html
index bdaa8bda5f16972218db543223c3e4229cc65963..8f2fb5a294ae31018460008917749083c947bd66 100644
--- a/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.html
+++ b/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.html
@@ -35,7 +35,7 @@
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="next" title="finn.core package" href="finn.core.html" />
+ <link rel="next" title="finn.analysis.fpgadataflow.hls_synth_res_estimation module" href="finn.analysis.fpgadataflow.hls_synth_res_estimation.html" />
<link rel="prev" title="finn.analysis package" href="finn.analysis.html" />
</head>
@@ -158,26 +158,12 @@
<h1>finn.analysis.fpgadataflow package<a class="headerlink" href="#finn-analysis-fpgadataflow-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.analysis.fpgadataflow.hls_synth_res_estimation.html">finn.analysis.fpgadataflow.hls_synth_res_estimation module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.analysis.fpgadataflow.res_estimation.html">finn.analysis.fpgadataflow.res_estimation module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.analysis.fpgadataflow.hls_synth_res_estimation">
-<span id="finn-analysis-fpgadataflow-hls-synth-res-estimation-module"></span><h2>finn.analysis.fpgadataflow.hls_synth_res_estimation module<a class="headerlink" href="#module-finn.analysis.fpgadataflow.hls_synth_res_estimation" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.analysis.fpgadataflow.hls_synth_res_estimation.hls_synth_res_estimation">
-<code class="sig-prename descclassname">finn.analysis.fpgadataflow.hls_synth_res_estimation.</code><code class="sig-name descname">hls_synth_res_estimation</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.fpgadataflow.hls_synth_res_estimation.hls_synth_res_estimation" title="Permalink to this definition">¶</a></dt>
-<dd><p>Extracts the results from the vivado synthesis.
-Returns {node name : resource estimation}</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.analysis.fpgadataflow.res_estimation">
-<span id="finn-analysis-fpgadataflow-res-estimation-module"></span><h2>finn.analysis.fpgadataflow.res_estimation module<a class="headerlink" href="#module-finn.analysis.fpgadataflow.res_estimation" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.analysis.fpgadataflow.res_estimation.res_estimation">
-<code class="sig-prename descclassname">finn.analysis.fpgadataflow.res_estimation.</code><code class="sig-name descname">res_estimation</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.fpgadataflow.res_estimation.res_estimation" title="Permalink to this definition">¶</a></dt>
-<dd><p>Estimates the resources needed for the given model.
-Returns {node name : resource estimation}</p>
-</dd></dl>
-
</div>
<div class="section" id="module-finn.analysis.fpgadataflow">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.analysis.fpgadataflow" title="Permalink to this headline">¶</a></h2>
@@ -192,7 +178,7 @@ Returns {node name : resource estimation}</p>
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
- <a href="finn.core.html" class="btn btn-neutral float-right" title="finn.core package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+ <a href="finn.analysis.fpgadataflow.hls_synth_res_estimation.html" class="btn btn-neutral float-right" title="finn.analysis.fpgadataflow.hls_synth_res_estimation module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
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diff --git a/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.res_estimation.html b/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.res_estimation.html
new file mode 100644
index 0000000000000000000000000000000000000000..7e52637fc0fb47ee2ac9b6c8c2c65b35b802faf8
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.analysis.fpgadataflow.res_estimation.html
@@ -0,0 +1,219 @@
+
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+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+ <a href="../_sources/source_code/finn.analysis.fpgadataflow.res_estimation.rst.txt" rel="nofollow"> View page source</a>
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+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.analysis.fpgadataflow.res_estimation">
+<span id="finn-analysis-fpgadataflow-res-estimation-module"></span><h1>finn.analysis.fpgadataflow.res_estimation module<a class="headerlink" href="#module-finn.analysis.fpgadataflow.res_estimation" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.analysis.fpgadataflow.res_estimation.res_estimation">
+<code class="sig-prename descclassname">finn.analysis.fpgadataflow.res_estimation.</code><code class="sig-name descname">res_estimation</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.fpgadataflow.res_estimation.res_estimation" title="Permalink to this definition">¶</a></dt>
+<dd><p>Estimates the resources needed for the given model.
+Returns {node name : resource estimation}</p>
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
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+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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+
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+ <a href="finn.analysis.fpgadataflow.hls_synth_res_estimation.html" class="btn btn-neutral float-left" title="finn.analysis.fpgadataflow.hls_synth_res_estimation module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
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+
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diff --git a/docs/finn/_build/html/source_code/finn.analysis.html b/docs/finn/_build/html/source_code/finn.analysis.html
index 095e509874aefeeafb71734df3dc61fabac5a274..ef0bd54622019deef89a067940b8d1fa8bc1d975 100644
--- a/docs/finn/_build/html/source_code/finn.analysis.html
+++ b/docs/finn/_build/html/source_code/finn.analysis.html
@@ -159,9 +159,11 @@
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="finn.analysis.fpgadataflow.html">finn.analysis.fpgadataflow package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="finn.analysis.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.hls_synth_res_estimation">finn.analysis.fpgadataflow.hls_synth_res_estimation module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.res_estimation">finn.analysis.fpgadataflow.res_estimation module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.analysis.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.analysis.fpgadataflow.hls_synth_res_estimation.html">finn.analysis.fpgadataflow.hls_synth_res_estimation module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.analysis.fpgadataflow.res_estimation.html">finn.analysis.fpgadataflow.res_estimation module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow">Module contents</a></li>
</ul>
</li>
@@ -170,50 +172,12 @@
</div>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.analysis.topology.html">finn.analysis.topology module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.analysis.verify_custom_nodes.html">finn.analysis.verify_custom_nodes module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.analysis.topology">
-<span id="finn-analysis-topology-module"></span><h2>finn.analysis.topology module<a class="headerlink" href="#module-finn.analysis.topology" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.analysis.topology.all_tensors_f32">
-<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">all_tensors_f32</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.all_tensors_f32" title="Permalink to this definition">¶</a></dt>
-<dd><p>Checks whether all tensors have a float32 dtype, extra quantization
-annotations notwithstanding.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.analysis.topology.get_per_tensor_fanouts">
-<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">get_per_tensor_fanouts</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.get_per_tensor_fanouts" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dictionary of (tensor_name, tensor_fanout) for the model.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.analysis.topology.is_linear">
-<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">is_linear</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.is_linear" title="Permalink to this definition">¶</a></dt>
-<dd><p>Checks whether the given model graph is linear. This is done by looking
-at the fan-out of each tensor. All tensors have a fan-out <= 1 in a linear
-graph. Returns {“is_linearâ€, Bool}</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.analysis.topology.node_inputs_in_expected_order">
-<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">node_inputs_in_expected_order</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.node_inputs_in_expected_order" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that the node inputs are ordered in the way that FINN expects
-them. When a node has a mixture of static (= constant, initialized) inputs
-and dynamic inputs, the dynamic input should come first, followed by the
-static one. Only verifiable for a small subset of op_types for now.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.analysis.verify_custom_nodes">
-<span id="finn-analysis-verify-custom-nodes-module"></span><h2>finn.analysis.verify_custom_nodes module<a class="headerlink" href="#module-finn.analysis.verify_custom_nodes" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.analysis.verify_custom_nodes.verify_nodes">
-<code class="sig-prename descclassname">finn.analysis.verify_custom_nodes.</code><code class="sig-name descname">verify_nodes</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.verify_custom_nodes.verify_nodes" title="Permalink to this definition">¶</a></dt>
-<dd><p>Checks if custom ops in graph are correctly built, with all attributes
-and inputs. Returns {node op_type : info_messages}
-<a href="#id1"><span class="problematic" id="id2">*</span></a>info_messages is list of strings about the result of the verification</p>
-</dd></dl>
-
</div>
<div class="section" id="module-finn.analysis">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.analysis" title="Permalink to this headline">¶</a></h2>
diff --git a/docs/finn/_build/html/source_code/finn.analysis.topology.html b/docs/finn/_build/html/source_code/finn.analysis.topology.html
new file mode 100644
index 0000000000000000000000000000000000000000..f602bb8f2bf0280cab567b6dc2cefa693b8a2cee
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.analysis.topology.html
@@ -0,0 +1,240 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+ <link rel="next" title="finn.analysis.verify_custom_nodes module" href="finn.analysis.verify_custom_nodes.html" />
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+
+ <div class="section" id="module-finn.analysis.topology">
+<span id="finn-analysis-topology-module"></span><h1>finn.analysis.topology module<a class="headerlink" href="#module-finn.analysis.topology" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.analysis.topology.all_tensors_f32">
+<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">all_tensors_f32</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.all_tensors_f32" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks whether all tensors have a float32 dtype, extra quantization
+annotations notwithstanding.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.analysis.topology.get_per_tensor_fanouts">
+<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">get_per_tensor_fanouts</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.get_per_tensor_fanouts" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dictionary of (tensor_name, tensor_fanout) for the model.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.analysis.topology.is_linear">
+<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">is_linear</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.is_linear" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks whether the given model graph is linear. This is done by looking
+at the fan-out of each tensor. All tensors have a fan-out <= 1 in a linear
+graph. Returns {“is_linearâ€, Bool}</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.analysis.topology.node_inputs_in_expected_order">
+<code class="sig-prename descclassname">finn.analysis.topology.</code><code class="sig-name descname">node_inputs_in_expected_order</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.topology.node_inputs_in_expected_order" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that the node inputs are ordered in the way that FINN expects
+them. When a node has a mixture of static (= constant, initialized) inputs
+and dynamic inputs, the dynamic input should come first, followed by the
+static one. Only verifiable for a small subset of op_types for now.</p>
+</dd></dl>
+
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diff --git a/docs/finn/_build/html/source_code/finn.analysis.verify_custom_nodes.html b/docs/finn/_build/html/source_code/finn.analysis.verify_custom_nodes.html
new file mode 100644
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+
+ <div class="section" id="module-finn.analysis.verify_custom_nodes">
+<span id="finn-analysis-verify-custom-nodes-module"></span><h1>finn.analysis.verify_custom_nodes module<a class="headerlink" href="#module-finn.analysis.verify_custom_nodes" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.analysis.verify_custom_nodes.verify_nodes">
+<code class="sig-prename descclassname">finn.analysis.verify_custom_nodes.</code><code class="sig-name descname">verify_nodes</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.analysis.verify_custom_nodes.verify_nodes" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks if custom ops in graph are correctly built, with all attributes
+and inputs. Returns {node op_type : info_messages}
+<a href="#id1"><span class="problematic" id="id2">*</span></a>info_messages is list of strings about the result of the verification</p>
+</dd></dl>
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+
+ <div class="section" id="module-finn.core.datatype">
+<span id="finn-core-datatype-module"></span><h1>finn.core.datatype module<a class="headerlink" href="#module-finn.core.datatype" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.core.datatype.DataType">
+<em class="property">class </em><code class="sig-prename descclassname">finn.core.datatype.</code><code class="sig-name descname">DataType</code><a class="headerlink" href="#finn.core.datatype.DataType" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">enum.Enum</span></code></p>
+<p>An enumeration.</p>
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.BINARY">
+<code class="sig-name descname">BINARY</code><em class="property"> = 1</em><a class="headerlink" href="#finn.core.datatype.DataType.BINARY" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.BIPOLAR">
+<code class="sig-name descname">BIPOLAR</code><em class="property"> = 8</em><a class="headerlink" href="#finn.core.datatype.DataType.BIPOLAR" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.FLOAT32">
+<code class="sig-name descname">FLOAT32</code><em class="property"> = 16</em><a class="headerlink" href="#finn.core.datatype.DataType.FLOAT32" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.INT16">
+<code class="sig-name descname">INT16</code><em class="property"> = 14</em><a class="headerlink" href="#finn.core.datatype.DataType.INT16" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.INT2">
+<code class="sig-name descname">INT2</code><em class="property"> = 10</em><a class="headerlink" href="#finn.core.datatype.DataType.INT2" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.INT3">
+<code class="sig-name descname">INT3</code><em class="property"> = 11</em><a class="headerlink" href="#finn.core.datatype.DataType.INT3" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.INT32">
+<code class="sig-name descname">INT32</code><em class="property"> = 15</em><a class="headerlink" href="#finn.core.datatype.DataType.INT32" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.INT4">
+<code class="sig-name descname">INT4</code><em class="property"> = 12</em><a class="headerlink" href="#finn.core.datatype.DataType.INT4" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.INT8">
+<code class="sig-name descname">INT8</code><em class="property"> = 13</em><a class="headerlink" href="#finn.core.datatype.DataType.INT8" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.TERNARY">
+<code class="sig-name descname">TERNARY</code><em class="property"> = 9</em><a class="headerlink" href="#finn.core.datatype.DataType.TERNARY" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.UINT16">
+<code class="sig-name descname">UINT16</code><em class="property"> = 6</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT16" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.UINT2">
+<code class="sig-name descname">UINT2</code><em class="property"> = 2</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT2" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.UINT3">
+<code class="sig-name descname">UINT3</code><em class="property"> = 3</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT3" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.UINT32">
+<code class="sig-name descname">UINT32</code><em class="property"> = 7</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT32" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.UINT4">
+<code class="sig-name descname">UINT4</code><em class="property"> = 4</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT4" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="attribute">
+<dt id="finn.core.datatype.DataType.UINT8">
+<code class="sig-name descname">UINT8</code><em class="property"> = 5</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT8" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.allowed">
+<code class="sig-name descname">allowed</code><span class="sig-paren">(</span><em class="sig-param">value</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.allowed" title="Permalink to this definition">¶</a></dt>
+<dd><p>Check whether given value is allowed for this DataType.</p>
+<p>value (float32): value to be checked</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.bitwidth">
+<code class="sig-name descname">bitwidth</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.bitwidth" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the number of bits required for this DataType.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.get_hls_datatype_str">
+<code class="sig-name descname">get_hls_datatype_str</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.get_hls_datatype_str" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the corresponding Vivado HLS datatype name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.get_num_possible_values">
+<code class="sig-name descname">get_num_possible_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.get_num_possible_values" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the number of possible values this DataType can take. Only
+implemented for integer types for now.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.get_smallest_possible">
+<code class="sig-name descname">get_smallest_possible</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.get_smallest_possible" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return smallest (fewest bits) possible DataType that can represent
+value. Prefers unsigned integers where possible.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.is_integer">
+<code class="sig-name descname">is_integer</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.is_integer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return whether this DataType represents integer values only.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.max">
+<code class="sig-name descname">max</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.max" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the largest possible value allowed by this DataType.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.min">
+<code class="sig-name descname">min</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.min" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the smallest possible value allowed by this DataType.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.datatype.DataType.signed">
+<code class="sig-name descname">signed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.signed" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return whether this DataType can represent negative numbers.</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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diff --git a/docs/finn/_build/html/source_code/finn.core.execute_custom_node.html b/docs/finn/_build/html/source_code/finn.core.execute_custom_node.html
new file mode 100644
index 0000000000000000000000000000000000000000..45ac552b12ec7a217bcc47c63ccb7f7ee0a5471d
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.core.execute_custom_node.html
@@ -0,0 +1,217 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <li><a href="finn.core.html">finn.core package</a> »</li>
+
+ <li>finn.core.execute_custom_node module</li>
+
+
+ <li class="wy-breadcrumbs-aside">
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+ <a href="../_sources/source_code/finn.core.execute_custom_node.rst.txt" rel="nofollow"> View page source</a>
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+
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+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.core.execute_custom_node">
+<span id="finn-core-execute-custom-node-module"></span><h1>finn.core.execute_custom_node module<a class="headerlink" href="#module-finn.core.execute_custom_node" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.core.execute_custom_node.execute_custom_node">
+<code class="sig-prename descclassname">finn.core.execute_custom_node.</code><code class="sig-name descname">execute_custom_node</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.execute_custom_node.execute_custom_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Call custom implementation to execute a single custom node.
+Input/output provided via context.</p>
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.core.modelwrapper.html" class="btn btn-neutral float-right" title="finn.core.modelwrapper module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="finn.core.datatype.html" class="btn btn-neutral float-left" title="finn.core.datatype module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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diff --git a/docs/finn/_build/html/source_code/finn.core.html b/docs/finn/_build/html/source_code/finn.core.html
index 98aff76d9cd871b7c29d70324ff95650f894eb99..383d445767bb60d71015e70168503f108e421bf4 100644
--- a/docs/finn/_build/html/source_code/finn.core.html
+++ b/docs/finn/_build/html/source_code/finn.core.html
@@ -35,8 +35,8 @@
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="next" title="finn.custom_op package" href="finn.custom_op.html" />
- <link rel="prev" title="finn.analysis.fpgadataflow package" href="finn.analysis.fpgadataflow.html" />
+ <link rel="next" title="finn.core.datatype module" href="finn.core.datatype.html" />
+ <link rel="prev" title="finn.analysis.verify_custom_nodes module" href="finn.analysis.verify_custom_nodes.html" />
</head>
<body class="wy-body-for-nav">
@@ -156,379 +156,16 @@
<h1>finn.core package<a class="headerlink" href="#finn-core-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.core.datatype.html">finn.core.datatype module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.core.execute_custom_node.html">finn.core.execute_custom_node module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.core.modelwrapper.html">finn.core.modelwrapper module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.core.onnx_exec.html">finn.core.onnx_exec module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.core.remote_exec.html">finn.core.remote_exec module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.core.rtlsim_exec.html">finn.core.rtlsim_exec module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.core.datatype">
-<span id="finn-core-datatype-module"></span><h2>finn.core.datatype module<a class="headerlink" href="#module-finn.core.datatype" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.core.datatype.DataType">
-<em class="property">class </em><code class="sig-prename descclassname">finn.core.datatype.</code><code class="sig-name descname">DataType</code><a class="headerlink" href="#finn.core.datatype.DataType" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">enum.Enum</span></code></p>
-<p>An enumeration.</p>
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.BINARY">
-<code class="sig-name descname">BINARY</code><em class="property"> = 1</em><a class="headerlink" href="#finn.core.datatype.DataType.BINARY" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.BIPOLAR">
-<code class="sig-name descname">BIPOLAR</code><em class="property"> = 8</em><a class="headerlink" href="#finn.core.datatype.DataType.BIPOLAR" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.FLOAT32">
-<code class="sig-name descname">FLOAT32</code><em class="property"> = 16</em><a class="headerlink" href="#finn.core.datatype.DataType.FLOAT32" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.INT16">
-<code class="sig-name descname">INT16</code><em class="property"> = 14</em><a class="headerlink" href="#finn.core.datatype.DataType.INT16" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.INT2">
-<code class="sig-name descname">INT2</code><em class="property"> = 10</em><a class="headerlink" href="#finn.core.datatype.DataType.INT2" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.INT3">
-<code class="sig-name descname">INT3</code><em class="property"> = 11</em><a class="headerlink" href="#finn.core.datatype.DataType.INT3" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.INT32">
-<code class="sig-name descname">INT32</code><em class="property"> = 15</em><a class="headerlink" href="#finn.core.datatype.DataType.INT32" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.INT4">
-<code class="sig-name descname">INT4</code><em class="property"> = 12</em><a class="headerlink" href="#finn.core.datatype.DataType.INT4" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.INT8">
-<code class="sig-name descname">INT8</code><em class="property"> = 13</em><a class="headerlink" href="#finn.core.datatype.DataType.INT8" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.TERNARY">
-<code class="sig-name descname">TERNARY</code><em class="property"> = 9</em><a class="headerlink" href="#finn.core.datatype.DataType.TERNARY" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.UINT16">
-<code class="sig-name descname">UINT16</code><em class="property"> = 6</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT16" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.UINT2">
-<code class="sig-name descname">UINT2</code><em class="property"> = 2</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT2" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.UINT3">
-<code class="sig-name descname">UINT3</code><em class="property"> = 3</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT3" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.UINT32">
-<code class="sig-name descname">UINT32</code><em class="property"> = 7</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT32" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.UINT4">
-<code class="sig-name descname">UINT4</code><em class="property"> = 4</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT4" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="attribute">
-<dt id="finn.core.datatype.DataType.UINT8">
-<code class="sig-name descname">UINT8</code><em class="property"> = 5</em><a class="headerlink" href="#finn.core.datatype.DataType.UINT8" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.allowed">
-<code class="sig-name descname">allowed</code><span class="sig-paren">(</span><em class="sig-param">value</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.allowed" title="Permalink to this definition">¶</a></dt>
-<dd><p>Check whether given value is allowed for this DataType.</p>
-<p>value (float32): value to be checked</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.bitwidth">
-<code class="sig-name descname">bitwidth</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.bitwidth" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the number of bits required for this DataType.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.get_hls_datatype_str">
-<code class="sig-name descname">get_hls_datatype_str</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.get_hls_datatype_str" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return the corresponding Vivado HLS datatype name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.get_num_possible_values">
-<code class="sig-name descname">get_num_possible_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.get_num_possible_values" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return the number of possible values this DataType can take. Only
-implemented for integer types for now.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.get_smallest_possible">
-<code class="sig-name descname">get_smallest_possible</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.get_smallest_possible" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return smallest (fewest bits) possible DataType that can represent
-value. Prefers unsigned integers where possible.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.is_integer">
-<code class="sig-name descname">is_integer</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.is_integer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return whether this DataType represents integer values only.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.max">
-<code class="sig-name descname">max</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.max" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the largest possible value allowed by this DataType.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.min">
-<code class="sig-name descname">min</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.min" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the smallest possible value allowed by this DataType.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.datatype.DataType.signed">
-<code class="sig-name descname">signed</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.datatype.DataType.signed" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return whether this DataType can represent negative numbers.</p>
-</dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.core.execute_custom_node">
-<span id="finn-core-execute-custom-node-module"></span><h2>finn.core.execute_custom_node module<a class="headerlink" href="#module-finn.core.execute_custom_node" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.core.execute_custom_node.execute_custom_node">
-<code class="sig-prename descclassname">finn.core.execute_custom_node.</code><code class="sig-name descname">execute_custom_node</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.execute_custom_node.execute_custom_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Call custom implementation to execute a single custom node.
-Input/output provided via context.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.core.modelwrapper">
-<span id="finn-core-modelwrapper-module"></span><h2>finn.core.modelwrapper module<a class="headerlink" href="#module-finn.core.modelwrapper" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.core.modelwrapper.ModelWrapper">
-<em class="property">class </em><code class="sig-prename descclassname">finn.core.modelwrapper.</code><code class="sig-name descname">ModelWrapper</code><span class="sig-paren">(</span><em class="sig-param">onnx_model_proto</em>, <em class="sig-param">make_deepcopy=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>A wrapper around ONNX ModelProto that exposes some useful utility
-functions for graph manipulation and exploration.</p>
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.analysis">
-<code class="sig-name descname">analysis</code><span class="sig-paren">(</span><em class="sig-param">analysis_fxn</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.analysis" title="Permalink to this definition">¶</a></dt>
-<dd><p>Run given anaylsis_fxn on this model and return resulting dict.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.check_all_tensor_shapes_specified">
-<code class="sig-name descname">check_all_tensor_shapes_specified</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.check_all_tensor_shapes_specified" title="Permalink to this definition">¶</a></dt>
-<dd><p>Checks whether all tensors have a specified shape (ValueInfo).
-The ONNX standard allows for intermediate activations to have no
-associated ValueInfo, but FINN expects this.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.check_compatibility">
-<code class="sig-name descname">check_compatibility</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.check_compatibility" title="Permalink to this definition">¶</a></dt>
-<dd><p>Checks this model for FINN compatibility:
-* no embedded subgraphs
-* all tensor shapes are specified, including activations
-* all constants are initializers</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.find_consumer">
-<code class="sig-name descname">find_consumer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.find_consumer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Find and return the node that consumes the tensor with given name.
-Currently only works for linear graphs.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.find_producer">
-<code class="sig-name descname">find_producer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.find_producer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Find and return the node that produces the tensor with given name.
-Currently only works for linear graphs.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_all_tensor_names">
-<code class="sig-name descname">get_all_tensor_names</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_all_tensor_names" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return a list of all (input, output and value_info) tensor names
-in the graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_initializer">
-<code class="sig-name descname">get_initializer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_initializer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the initializer value for tensor with given name, if any.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_metadata_prop">
-<code class="sig-name descname">get_metadata_prop</code><span class="sig-paren">(</span><em class="sig-param">key</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_metadata_prop" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the value associated with metadata_prop with given key,
-or None otherwise.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_datatype">
-<code class="sig-name descname">get_tensor_datatype</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the FINN DataType of tensor with given name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_fanout">
-<code class="sig-name descname">get_tensor_fanout</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_fanout" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return the number of nodes for which the tensor with given name is
-as input.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_shape">
-<code class="sig-name descname">get_tensor_shape</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_shape" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the shape of tensor with given name, if it has ValueInfoProto.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_valueinfo">
-<code class="sig-name descname">get_tensor_valueinfo</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_valueinfo" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns ValueInfoProto of tensor with given name, if it has one.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.graph">
-<em class="property">property </em><code class="sig-name descname">graph</code><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.graph" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.make_empty_exec_context">
-<code class="sig-name descname">make_empty_exec_context</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.make_empty_exec_context" title="Permalink to this definition">¶</a></dt>
-<dd><p>Creates an empty execution context for this model.
-The execution context is a dictionary of all tensors used for the
-inference computation. Any initializer values will be taken into
-account, all other tensors will be zero.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.make_new_valueinfo_name">
-<code class="sig-name descname">make_new_valueinfo_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.make_new_valueinfo_name" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a name that can be used for a new value_info.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.model">
-<em class="property">property </em><code class="sig-name descname">model</code><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.model" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.rename_tensor">
-<code class="sig-name descname">rename_tensor</code><span class="sig-paren">(</span><em class="sig-param">old_name</em>, <em class="sig-param">new_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.rename_tensor" title="Permalink to this definition">¶</a></dt>
-<dd><p>Rename a tensor from old_name to new_name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.save">
-<code class="sig-name descname">save</code><span class="sig-paren">(</span><em class="sig-param">filename</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.save" title="Permalink to this definition">¶</a></dt>
-<dd><p>Save the wrapper ONNX ModelProto into a file with given name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.set_initializer">
-<code class="sig-name descname">set_initializer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em>, <em class="sig-param">tensor_value</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_initializer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the initializer value for tensor with given name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.set_metadata_prop">
-<code class="sig-name descname">set_metadata_prop</code><span class="sig-paren">(</span><em class="sig-param">key</em>, <em class="sig-param">value</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_metadata_prop" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.set_tensor_datatype">
-<code class="sig-name descname">set_tensor_datatype</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em>, <em class="sig-param">datatype</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_tensor_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Sets the FINN DataType of tensor with given name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.set_tensor_shape">
-<code class="sig-name descname">set_tensor_shape</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em>, <em class="sig-param">tensor_shape</em>, <em class="sig-param">dtype=1</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_tensor_shape" title="Permalink to this definition">¶</a></dt>
-<dd><p>Assign shape in ValueInfoProto for tensor with given name.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.core.modelwrapper.ModelWrapper.transform">
-<code class="sig-name descname">transform</code><span class="sig-paren">(</span><em class="sig-param">transformation</em>, <em class="sig-param">make_deepcopy=True</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.transform" title="Permalink to this definition">¶</a></dt>
-<dd><p>Applies given Transformation repeatedly until no more changes can be made
-and returns a transformed ModelWrapper instance.
-If make_deepcopy is specified, operates on a new (deep)copy of model.</p>
-</dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.core.onnx_exec">
-<span id="finn-core-onnx-exec-module"></span><h2>finn.core.onnx_exec module<a class="headerlink" href="#module-finn.core.onnx_exec" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.core.onnx_exec.compare_execution">
-<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">compare_execution</code><span class="sig-paren">(</span><em class="sig-param">model_a</em>, <em class="sig-param">model_b</em>, <em class="sig-param">input_dict</em>, <em class="sig-param">compare_fxn=<function <lambda>></em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.compare_execution" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute two ONNX models and compare their outputs using given function.
-compare_fxn should take in two tensors and return a Boolean</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.core.onnx_exec.execute_node">
-<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute a single node by using onnxruntime, with custom function or
-if dataflow partition by using remote execution or rtlsim.
-Input/output provided via context.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.core.onnx_exec.execute_onnx">
-<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">execute_onnx</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">input_dict</em>, <em class="sig-param">return_full_exec_context=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.execute_onnx" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute given ONNX ModelWrapper with given named inputs.
-If return_full_exec_context is False, a dict of named outputs is returned
-as indicated by the model.graph.output.
-If return return_full_exec_context is True, the full set of tensors used by
-the execution (including inputs, weights, activations and final outputs)
-will be returned as a dict.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.core.onnx_exec.execute_onnx_and_make_model">
-<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">execute_onnx_and_make_model</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">input_dict</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.execute_onnx_and_make_model" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute given ONNX ModelWrapper with given named inputs and return a new
-ModelWrapper where an initializer is provided for each tensor as taken from
-the execution. This new model is useful for debugging, since it contains
-all the intermediate activation values.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.core.remote_exec">
-<span id="finn-core-remote-exec-module"></span><h2>finn.core.remote_exec module<a class="headerlink" href="#module-finn.core.remote_exec" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.core.remote_exec.remote_exec">
-<code class="sig-prename descclassname">finn.core.remote_exec.</code><code class="sig-name descname">remote_exec</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">execution_context</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.remote_exec.remote_exec" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</div>
-<div class="section" id="module-finn.core.rtlsim_exec">
-<span id="finn-core-rtlsim-exec-module"></span><h2>finn.core.rtlsim_exec module<a class="headerlink" href="#module-finn.core.rtlsim_exec" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.core.rtlsim_exec.rtlsim_exec">
-<code class="sig-prename descclassname">finn.core.rtlsim_exec.</code><code class="sig-name descname">rtlsim_exec</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">execution_context</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.rtlsim_exec.rtlsim_exec" title="Permalink to this definition">¶</a></dt>
-<dd><p>Use PyVerilator to execute given model with stitched IP.</p>
-</dd></dl>
-
</div>
<div class="section" id="module-finn.core">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.core" title="Permalink to this headline">¶</a></h2>
@@ -543,10 +180,10 @@ all the intermediate activation values.</p>
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diff --git a/docs/finn/_build/html/source_code/finn.core.modelwrapper.html b/docs/finn/_build/html/source_code/finn.core.modelwrapper.html
new file mode 100644
index 0000000000000000000000000000000000000000..a1db6121278c826421deaed513696028e025df23
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.core.modelwrapper.html
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+ </ul>
+
+
+ <hr/>
+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.core.modelwrapper">
+<span id="finn-core-modelwrapper-module"></span><h1>finn.core.modelwrapper module<a class="headerlink" href="#module-finn.core.modelwrapper" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.core.modelwrapper.ModelWrapper">
+<em class="property">class </em><code class="sig-prename descclassname">finn.core.modelwrapper.</code><code class="sig-name descname">ModelWrapper</code><span class="sig-paren">(</span><em class="sig-param">onnx_model_proto</em>, <em class="sig-param">make_deepcopy=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>A wrapper around ONNX ModelProto that exposes some useful utility
+functions for graph manipulation and exploration.</p>
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.analysis">
+<code class="sig-name descname">analysis</code><span class="sig-paren">(</span><em class="sig-param">analysis_fxn</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.analysis" title="Permalink to this definition">¶</a></dt>
+<dd><p>Run given anaylsis_fxn on this model and return resulting dict.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.check_all_tensor_shapes_specified">
+<code class="sig-name descname">check_all_tensor_shapes_specified</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.check_all_tensor_shapes_specified" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks whether all tensors have a specified shape (ValueInfo).
+The ONNX standard allows for intermediate activations to have no
+associated ValueInfo, but FINN expects this.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.check_compatibility">
+<code class="sig-name descname">check_compatibility</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.check_compatibility" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks this model for FINN compatibility:
+* no embedded subgraphs
+* all tensor shapes are specified, including activations
+* all constants are initializers</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.find_consumer">
+<code class="sig-name descname">find_consumer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.find_consumer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Find and return the node that consumes the tensor with given name.
+Currently only works for linear graphs.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.find_producer">
+<code class="sig-name descname">find_producer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.find_producer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Find and return the node that produces the tensor with given name.
+Currently only works for linear graphs.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_all_tensor_names">
+<code class="sig-name descname">get_all_tensor_names</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_all_tensor_names" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return a list of all (input, output and value_info) tensor names
+in the graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_initializer">
+<code class="sig-name descname">get_initializer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_initializer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get the initializer value for tensor with given name, if any.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_metadata_prop">
+<code class="sig-name descname">get_metadata_prop</code><span class="sig-paren">(</span><em class="sig-param">key</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_metadata_prop" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the value associated with metadata_prop with given key,
+or None otherwise.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_datatype">
+<code class="sig-name descname">get_tensor_datatype</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the FINN DataType of tensor with given name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_fanout">
+<code class="sig-name descname">get_tensor_fanout</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_fanout" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the number of nodes for which the tensor with given name is
+as input.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_shape">
+<code class="sig-name descname">get_tensor_shape</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_shape" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the shape of tensor with given name, if it has ValueInfoProto.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.get_tensor_valueinfo">
+<code class="sig-name descname">get_tensor_valueinfo</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.get_tensor_valueinfo" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns ValueInfoProto of tensor with given name, if it has one.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.graph">
+<em class="property">property </em><code class="sig-name descname">graph</code><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.graph" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.make_empty_exec_context">
+<code class="sig-name descname">make_empty_exec_context</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.make_empty_exec_context" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates an empty execution context for this model.
+The execution context is a dictionary of all tensors used for the
+inference computation. Any initializer values will be taken into
+account, all other tensors will be zero.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.make_new_valueinfo_name">
+<code class="sig-name descname">make_new_valueinfo_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.make_new_valueinfo_name" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a name that can be used for a new value_info.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.model">
+<em class="property">property </em><code class="sig-name descname">model</code><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.model" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.rename_tensor">
+<code class="sig-name descname">rename_tensor</code><span class="sig-paren">(</span><em class="sig-param">old_name</em>, <em class="sig-param">new_name</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.rename_tensor" title="Permalink to this definition">¶</a></dt>
+<dd><p>Rename a tensor from old_name to new_name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.save">
+<code class="sig-name descname">save</code><span class="sig-paren">(</span><em class="sig-param">filename</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.save" title="Permalink to this definition">¶</a></dt>
+<dd><p>Save the wrapper ONNX ModelProto into a file with given name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.set_initializer">
+<code class="sig-name descname">set_initializer</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em>, <em class="sig-param">tensor_value</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_initializer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the initializer value for tensor with given name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.set_metadata_prop">
+<code class="sig-name descname">set_metadata_prop</code><span class="sig-paren">(</span><em class="sig-param">key</em>, <em class="sig-param">value</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_metadata_prop" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.set_tensor_datatype">
+<code class="sig-name descname">set_tensor_datatype</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em>, <em class="sig-param">datatype</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_tensor_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sets the FINN DataType of tensor with given name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.set_tensor_shape">
+<code class="sig-name descname">set_tensor_shape</code><span class="sig-paren">(</span><em class="sig-param">tensor_name</em>, <em class="sig-param">tensor_shape</em>, <em class="sig-param">dtype=1</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.set_tensor_shape" title="Permalink to this definition">¶</a></dt>
+<dd><p>Assign shape in ValueInfoProto for tensor with given name.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.core.modelwrapper.ModelWrapper.transform">
+<code class="sig-name descname">transform</code><span class="sig-paren">(</span><em class="sig-param">transformation</em>, <em class="sig-param">make_deepcopy=True</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.modelwrapper.ModelWrapper.transform" title="Permalink to this definition">¶</a></dt>
+<dd><p>Applies given Transformation repeatedly until no more changes can be made
+and returns a transformed ModelWrapper instance.
+If make_deepcopy is specified, operates on a new (deep)copy of model.</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
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+
+ <div class="section" id="module-finn.core.onnx_exec">
+<span id="finn-core-onnx-exec-module"></span><h1>finn.core.onnx_exec module<a class="headerlink" href="#module-finn.core.onnx_exec" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.core.onnx_exec.compare_execution">
+<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">compare_execution</code><span class="sig-paren">(</span><em class="sig-param">model_a</em>, <em class="sig-param">model_b</em>, <em class="sig-param">input_dict</em>, <em class="sig-param">compare_fxn=<function <lambda>></em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.compare_execution" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute two ONNX models and compare their outputs using given function.
+compare_fxn should take in two tensors and return a Boolean</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.core.onnx_exec.execute_node">
+<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute a single node by using onnxruntime, with custom function or
+if dataflow partition by using remote execution or rtlsim.
+Input/output provided via context.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.core.onnx_exec.execute_onnx">
+<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">execute_onnx</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">input_dict</em>, <em class="sig-param">return_full_exec_context=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.execute_onnx" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute given ONNX ModelWrapper with given named inputs.
+If return_full_exec_context is False, a dict of named outputs is returned
+as indicated by the model.graph.output.
+If return return_full_exec_context is True, the full set of tensors used by
+the execution (including inputs, weights, activations and final outputs)
+will be returned as a dict.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.core.onnx_exec.execute_onnx_and_make_model">
+<code class="sig-prename descclassname">finn.core.onnx_exec.</code><code class="sig-name descname">execute_onnx_and_make_model</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">input_dict</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.onnx_exec.execute_onnx_and_make_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute given ONNX ModelWrapper with given named inputs and return a new
+ModelWrapper where an initializer is provided for each tensor as taken from
+the execution. This new model is useful for debugging, since it contains
+all the intermediate activation values.</p>
+</dd></dl>
+
+</div>
+
+
+ </div>
+
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+
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+
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+ <div class="section" id="module-finn.core.remote_exec">
+<span id="finn-core-remote-exec-module"></span><h1>finn.core.remote_exec module<a class="headerlink" href="#module-finn.core.remote_exec" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.core.remote_exec.remote_exec">
+<code class="sig-prename descclassname">finn.core.remote_exec.</code><code class="sig-name descname">remote_exec</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">execution_context</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.remote_exec.remote_exec" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.core.rtlsim_exec.html b/docs/finn/_build/html/source_code/finn.core.rtlsim_exec.html
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+ <div class="section" id="module-finn.core.rtlsim_exec">
+<span id="finn-core-rtlsim-exec-module"></span><h1>finn.core.rtlsim_exec module<a class="headerlink" href="#module-finn.core.rtlsim_exec" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.core.rtlsim_exec.rtlsim_exec">
+<code class="sig-prename descclassname">finn.core.rtlsim_exec.</code><code class="sig-name descname">rtlsim_exec</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">execution_context</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.core.rtlsim_exec.rtlsim_exec" title="Permalink to this definition">¶</a></dt>
+<dd><p>Use PyVerilator to execute given model with stitched IP.</p>
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html
new file mode 100644
index 0000000000000000000000000000000000000000..742ecdeae9b7bcd9da67217d544f755eda425c7c
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.html
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+
+ <div class="section" id="module-finn.custom_op.fpgadataflow.convolutioninputgenerator">
+<span id="finn-custom-op-fpgadataflow-convolutioninputgenerator-module"></span><h1>finn.custom_op.fpgadataflow.convolutioninputgenerator module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.convolutioninputgenerator" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.convolutioninputgenerator.</code><code class="sig-name descname">ConvolutionInputGenerator</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.blackboxfunction">
+<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.blackboxfunction" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.bram_estimation">
+<code class="sig-name descname">bram_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.bram_estimation" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.dataoutstrm">
+<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.dataoutstrm" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.defines">
+<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.defines" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.docompute">
+<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.docompute" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.execute_node">
+<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute this CustomOp instance, given the execution context and
+ONNX graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_input_datatype">
+<code class="sig-name descname">get_input_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_input_datatype" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_number_output_values">
+<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_number_output_values" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_output_datatype">
+<code class="sig-name descname">get_output_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_output_datatype" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_stream_width">
+<code class="sig-name descname">get_stream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_stream_width" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.global_includes">
+<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.global_includes" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.lut_estimation">
+<code class="sig-name descname">lut_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.lut_estimation" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.pragmas">
+<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.pragmas" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.read_npy_data">
+<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.read_npy_data" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.save_as_npy">
+<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.save_as_npy" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.strm_decl">
+<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.strm_decl" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.custom_op.fpgadataflow.streamingfclayer_batch.html" class="btn btn-neutral float-right" title="finn.custom_op.fpgadataflow.streamingfclayer_batch module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="finn.custom_op.fpgadataflow.html" class="btn btn-neutral float-left" title="finn.custom_op.fpgadataflow package" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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+
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+ </section>
+
+ </div>
+
+
+
+ <script type="text/javascript">
+ jQuery(function () {
+ SphinxRtdTheme.Navigation.enable(true);
+ });
+ </script>
+
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+
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+</body>
+</html>
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.html b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.html
index f263769e12895f4344ab63e5a5b76d4e508f4a77..caa62f1421c9f675af15fbdfd724bc0c7f923690 100644
--- a/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.html
+++ b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.html
@@ -35,7 +35,7 @@
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="next" title="finn.transformation package" href="finn.transformation.html" />
+ <link rel="next" title="finn.custom_op.fpgadataflow.convolutioninputgenerator module" href="finn.custom_op.fpgadataflow.convolutioninputgenerator.html" />
<link rel="prev" title="finn.custom_op package" href="finn.custom_op.html" />
</head>
@@ -158,556 +158,15 @@
<h1>finn.custom_op.fpgadataflow package<a class="headerlink" href="#finn-custom-op-fpgadataflow-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.fpgadataflow.convolutioninputgenerator.html">finn.custom_op.fpgadataflow.convolutioninputgenerator module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.fpgadataflow.streamingfclayer_batch.html">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.fpgadataflow.streamingmaxpool_batch.html">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.fpgadataflow.templates.html">finn.custom_op.fpgadataflow.templates module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.fpgadataflow.tlastmarker.html">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.custom_op.fpgadataflow.convolutioninputgenerator">
-<span id="finn-custom-op-fpgadataflow-convolutioninputgenerator-module"></span><h2>finn.custom_op.fpgadataflow.convolutioninputgenerator module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.convolutioninputgenerator" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.convolutioninputgenerator.</code><code class="sig-name descname">ConvolutionInputGenerator</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.blackboxfunction">
-<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.blackboxfunction" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.bram_estimation">
-<code class="sig-name descname">bram_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.bram_estimation" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.dataoutstrm">
-<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.dataoutstrm" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.defines">
-<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.defines" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.docompute">
-<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.docompute" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.execute_node">
-<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute this CustomOp instance, given the execution context and
-ONNX graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_input_datatype">
-<code class="sig-name descname">get_input_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_input_datatype" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_number_output_values">
-<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_number_output_values" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_output_datatype">
-<code class="sig-name descname">get_output_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_output_datatype" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_stream_width">
-<code class="sig-name descname">get_stream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.get_stream_width" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.global_includes">
-<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.global_includes" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.lut_estimation">
-<code class="sig-name descname">lut_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.lut_estimation" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.pragmas">
-<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.pragmas" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.read_npy_data">
-<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.read_npy_data" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.save_as_npy">
-<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.save_as_npy" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.strm_decl">
-<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.strm_decl" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.convolutioninputgenerator.ConvolutionInputGenerator.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.custom_op.fpgadataflow.streamingfclayer_batch">
-<span id="finn-custom-op-fpgadataflow-streamingfclayer-batch-module"></span><h2>finn.custom_op.fpgadataflow.streamingfclayer_batch module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.streamingfclayer_batch" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.streamingfclayer_batch.</code><code class="sig-name descname">StreamingFCLayer_Batch</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.blackboxfunction">
-<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.blackboxfunction" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.bram_estimation">
-<code class="sig-name descname">bram_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.bram_estimation" title="Permalink to this definition">¶</a></dt>
-<dd><p>the calculations are based on:
-- FINN-R: An End-to-End Deep-Learning Framework for Fast
-Exploration of Quantized Neural Networks
-- M. Blott, T. B. Preusser, N. J. Fraser, G. Gambardella, K. O’Brien,
-Y. Umuroglu, M. Leeser and K. Vissers
-- 12. Sep 2018</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_tmem">
-<code class="sig-name descname">calc_tmem</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_tmem" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_wmem">
-<code class="sig-name descname">calc_wmem</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_wmem" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.dataoutstrm">
-<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.dataoutstrm" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.defines">
-<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.defines" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.docompute">
-<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.docompute" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.execute_node">
-<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute this CustomOp instance, given the execution context and
-ONNX graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.generate_params">
-<code class="sig-name descname">generate_params</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.generate_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_input_shape">
-<code class="sig-name descname">get_folded_input_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_input_shape" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_output_shape">
-<code class="sig-name descname">get_folded_output_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_output_shape" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_threshold_tensor">
-<code class="sig-name descname">get_hls_compatible_threshold_tensor</code><span class="sig-paren">(</span><em class="sig-param">orig_thres_matrix</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_threshold_tensor" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert the original numpy weight matrix orig_weight_matrix into
-a form suitable for passing to the hlslib call:
-* ensure MH % PE == 0
-* for bipolar weights&inputs, ensure thresholds are positive
-* interleave rows between PEs
-* reshape into (PE, TMEM, n_thres_steps) and return</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_weight_tensor">
-<code class="sig-name descname">get_hls_compatible_weight_tensor</code><span class="sig-paren">(</span><em class="sig-param">orig_weight_matrix</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_weight_tensor" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert the original numpy weight matrix orig_weight_matrix into
-a form suitable for passing to the hlslib call:
-* ensure MH % PE == 0 and MW % SIMD == 0
-* for bipolar {-1,+1} weights, convert to binary {0, 1}
-* interleave rows between PEs
-* reshape into (1, PE, WMEM, SIMD) and return</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_input_datatype">
-<code class="sig-name descname">get_input_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_input_datatype" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_instream_width">
-<code class="sig-name descname">get_instream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_instream_width" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_number_output_values">
-<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_number_output_values" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_output_datatype">
-<code class="sig-name descname">get_output_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_output_datatype" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_outstream_width">
-<code class="sig-name descname">get_outstream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_outstream_width" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_template_param_values">
-<code class="sig-name descname">get_template_param_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_template_param_values" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_weight_datatype">
-<code class="sig-name descname">get_weight_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_weight_datatype" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.global_includes">
-<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.global_includes" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.lut_estimation">
-<code class="sig-name descname">lut_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.lut_estimation" title="Permalink to this definition">¶</a></dt>
-<dd><p>the calculations are based on:
-- FINN-R: An End-to-End Deep-Learning Framework for Fast
-Exploration of Quantized Neural Networks
-- M. Blott, T. B. Preusser, N. J. Fraser, G. Gambardella, K. O’Brien,
-Y. Umuroglu, M. Leeser and K. Vissers
-- 12. Sep 2018</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.pragmas">
-<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.pragmas" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.read_npy_data">
-<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.read_npy_data" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.save_as_npy">
-<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.save_as_npy" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.strm_decl">
-<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.strm_decl" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">
-<span id="finn-custom-op-fpgadataflow-streamingmaxpool-batch-module"></span><h2>finn.custom_op.fpgadataflow.streamingmaxpool_batch module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.streamingmaxpool_batch.</code><code class="sig-name descname">StreamingMaxPool_Batch</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.blackboxfunction">
-<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.blackboxfunction" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.bram_estimation">
-<code class="sig-name descname">bram_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.bram_estimation" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.dataoutstrm">
-<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.dataoutstrm" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.defines">
-<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.defines" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.docompute">
-<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.docompute" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_number_output_values">
-<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_number_output_values" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.global_includes">
-<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.global_includes" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.lut_estimation">
-<code class="sig-name descname">lut_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.lut_estimation" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.pragmas">
-<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.pragmas" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.read_npy_data">
-<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.read_npy_data" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.save_as_npy">
-<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.save_as_npy" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.strm_decl">
-<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.strm_decl" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.custom_op.fpgadataflow.templates">
-<span id="finn-custom-op-fpgadataflow-templates-module"></span><h2>finn.custom_op.fpgadataflow.templates module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.templates" title="Permalink to this headline">¶</a></h2>
-</div>
-<div class="section" id="module-finn.custom_op.fpgadataflow.tlastmarker">
-<span id="finn-custom-op-fpgadataflow-tlastmarker-module"></span><h2>finn.custom_op.fpgadataflow.tlastmarker module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.tlastmarker" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.tlastmarker.</code><code class="sig-name descname">TLastMarker</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.blackboxfunction">
-<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.blackboxfunction" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.dataoutstrm">
-<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.dataoutstrm" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.defines">
-<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.defines" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.docompute">
-<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.docompute" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.execute_node">
-<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute this CustomOp instance, given the execution context and
-ONNX graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_input_shape">
-<code class="sig-name descname">get_folded_input_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_input_shape" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_output_shape">
-<code class="sig-name descname">get_folded_output_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_output_shape" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_instream_width">
-<code class="sig-name descname">get_instream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_instream_width" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_number_output_values">
-<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_number_output_values" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_outstream_width">
-<code class="sig-name descname">get_outstream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_outstream_width" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.global_includes">
-<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.global_includes" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.pragmas">
-<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.pragmas" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.read_npy_data">
-<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.read_npy_data" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.save_as_npy">
-<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.save_as_npy" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.strm_decl">
-<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.strm_decl" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
</div>
<div class="section" id="module-finn.custom_op.fpgadataflow">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.custom_op.fpgadataflow" title="Permalink to this headline">¶</a></h2>
@@ -887,7 +346,7 @@ attribute is not set</p>
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- <a href="finn.transformation.html" class="btn btn-neutral float-right" title="finn.transformation package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+ <a href="finn.custom_op.fpgadataflow.convolutioninputgenerator.html" class="btn btn-neutral float-right" title="finn.custom_op.fpgadataflow.convolutioninputgenerator module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
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new file mode 100644
index 0000000000000000000000000000000000000000..87ed52c67e52e1c0471ef62b3493c29090f2b939
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.html
@@ -0,0 +1,408 @@
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+ <div class="section" id="module-finn.custom_op.fpgadataflow.streamingfclayer_batch">
+<span id="finn-custom-op-fpgadataflow-streamingfclayer-batch-module"></span><h1>finn.custom_op.fpgadataflow.streamingfclayer_batch module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.streamingfclayer_batch" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.streamingfclayer_batch.</code><code class="sig-name descname">StreamingFCLayer_Batch</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.blackboxfunction">
+<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.blackboxfunction" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.bram_estimation">
+<code class="sig-name descname">bram_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.bram_estimation" title="Permalink to this definition">¶</a></dt>
+<dd><p>the calculations are based on:
+- FINN-R: An End-to-End Deep-Learning Framework for Fast
+Exploration of Quantized Neural Networks
+- M. Blott, T. B. Preusser, N. J. Fraser, G. Gambardella, K. O’Brien,
+Y. Umuroglu, M. Leeser and K. Vissers
+- 12. Sep 2018</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_tmem">
+<code class="sig-name descname">calc_tmem</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_tmem" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_wmem">
+<code class="sig-name descname">calc_wmem</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.calc_wmem" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.dataoutstrm">
+<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.dataoutstrm" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.defines">
+<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.defines" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.docompute">
+<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.docompute" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.execute_node">
+<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute this CustomOp instance, given the execution context and
+ONNX graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.generate_params">
+<code class="sig-name descname">generate_params</code><span class="sig-paren">(</span><em class="sig-param">model</em>, <em class="sig-param">path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.generate_params" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_input_shape">
+<code class="sig-name descname">get_folded_input_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_input_shape" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_output_shape">
+<code class="sig-name descname">get_folded_output_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_folded_output_shape" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_threshold_tensor">
+<code class="sig-name descname">get_hls_compatible_threshold_tensor</code><span class="sig-paren">(</span><em class="sig-param">orig_thres_matrix</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_threshold_tensor" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert the original numpy weight matrix orig_weight_matrix into
+a form suitable for passing to the hlslib call:
+* ensure MH % PE == 0
+* for bipolar weights&inputs, ensure thresholds are positive
+* interleave rows between PEs
+* reshape into (PE, TMEM, n_thres_steps) and return</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_weight_tensor">
+<code class="sig-name descname">get_hls_compatible_weight_tensor</code><span class="sig-paren">(</span><em class="sig-param">orig_weight_matrix</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_hls_compatible_weight_tensor" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert the original numpy weight matrix orig_weight_matrix into
+a form suitable for passing to the hlslib call:
+* ensure MH % PE == 0 and MW % SIMD == 0
+* for bipolar {-1,+1} weights, convert to binary {0, 1}
+* interleave rows between PEs
+* reshape into (1, PE, WMEM, SIMD) and return</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_input_datatype">
+<code class="sig-name descname">get_input_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_input_datatype" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_instream_width">
+<code class="sig-name descname">get_instream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_instream_width" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_number_output_values">
+<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_number_output_values" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_output_datatype">
+<code class="sig-name descname">get_output_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_output_datatype" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_outstream_width">
+<code class="sig-name descname">get_outstream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_outstream_width" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_template_param_values">
+<code class="sig-name descname">get_template_param_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_template_param_values" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_weight_datatype">
+<code class="sig-name descname">get_weight_datatype</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.get_weight_datatype" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.global_includes">
+<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.global_includes" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.lut_estimation">
+<code class="sig-name descname">lut_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.lut_estimation" title="Permalink to this definition">¶</a></dt>
+<dd><p>the calculations are based on:
+- FINN-R: An End-to-End Deep-Learning Framework for Fast
+Exploration of Quantized Neural Networks
+- M. Blott, T. B. Preusser, N. J. Fraser, G. Gambardella, K. O’Brien,
+Y. Umuroglu, M. Leeser and K. Vissers
+- 12. Sep 2018</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.pragmas">
+<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.pragmas" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.read_npy_data">
+<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.read_npy_data" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.save_as_npy">
+<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.save_as_npy" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.strm_decl">
+<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.strm_decl" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingfclayer_batch.StreamingFCLayer_Batch.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.custom_op.fpgadataflow.streamingmaxpool_batch.html" class="btn btn-neutral float-right" title="finn.custom_op.fpgadataflow.streamingmaxpool_batch module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
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+ <a href="finn.custom_op.fpgadataflow.convolutioninputgenerator.html" class="btn btn-neutral float-left" title="finn.custom_op.fpgadataflow.convolutioninputgenerator module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
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+ <div class="section" id="module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">
+<span id="finn-custom-op-fpgadataflow-streamingmaxpool-batch-module"></span><h1>finn.custom_op.fpgadataflow.streamingmaxpool_batch module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.streamingmaxpool_batch.</code><code class="sig-name descname">StreamingMaxPool_Batch</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.blackboxfunction">
+<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.blackboxfunction" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.bram_estimation">
+<code class="sig-name descname">bram_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.bram_estimation" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.dataoutstrm">
+<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.dataoutstrm" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.defines">
+<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.defines" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.docompute">
+<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.docompute" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_number_output_values">
+<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.get_number_output_values" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.global_includes">
+<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.global_includes" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.lut_estimation">
+<code class="sig-name descname">lut_estimation</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.lut_estimation" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.pragmas">
+<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.pragmas" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.read_npy_data">
+<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.read_npy_data" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.save_as_npy">
+<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.save_as_npy" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.strm_decl">
+<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.strm_decl" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.streamingmaxpool_batch.StreamingMaxPool_Batch.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
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+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
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+ <a href="finn.custom_op.fpgadataflow.streamingfclayer_batch.html" class="btn btn-neutral float-left" title="finn.custom_op.fpgadataflow.streamingfclayer_batch module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.templates.html b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.templates.html
new file mode 100644
index 0000000000000000000000000000000000000000..6a18a9d3b469827a2a7e4448b2f21caa22d5611c
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.templates.html
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+
+
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+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.custom_op.fpgadataflow.templates">
+<span id="finn-custom-op-fpgadataflow-templates-module"></span><h1>finn.custom_op.fpgadataflow.templates module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.templates" title="Permalink to this headline">¶</a></h1>
+</div>
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.tlastmarker.html b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.tlastmarker.html
new file mode 100644
index 0000000000000000000000000000000000000000..bbee90cff9a101095a1c03c3173291c3524218a0
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.fpgadataflow.tlastmarker.html
@@ -0,0 +1,329 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <div class="section" id="module-finn.custom_op.fpgadataflow.tlastmarker">
+<span id="finn-custom-op-fpgadataflow-tlastmarker-module"></span><h1>finn.custom_op.fpgadataflow.tlastmarker module<a class="headerlink" href="#module-finn.custom_op.fpgadataflow.tlastmarker" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.fpgadataflow.tlastmarker.</code><code class="sig-name descname">TLastMarker</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.fpgadataflow.html#finn.custom_op.fpgadataflow.HLSCustomOp" title="finn.custom_op.fpgadataflow.HLSCustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.fpgadataflow.HLSCustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.blackboxfunction">
+<code class="sig-name descname">blackboxfunction</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.blackboxfunction" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.dataoutstrm">
+<code class="sig-name descname">dataoutstrm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.dataoutstrm" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.defines">
+<code class="sig-name descname">defines</code><span class="sig-paren">(</span><em class="sig-param">var</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.defines" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.docompute">
+<code class="sig-name descname">docompute</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.docompute" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.execute_node">
+<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute this CustomOp instance, given the execution context and
+ONNX graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_input_shape">
+<code class="sig-name descname">get_folded_input_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_input_shape" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_output_shape">
+<code class="sig-name descname">get_folded_output_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_folded_output_shape" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_instream_width">
+<code class="sig-name descname">get_instream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_instream_width" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_number_output_values">
+<code class="sig-name descname">get_number_output_values</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_number_output_values" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_outstream_width">
+<code class="sig-name descname">get_outstream_width</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.get_outstream_width" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.global_includes">
+<code class="sig-name descname">global_includes</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.global_includes" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.pragmas">
+<code class="sig-name descname">pragmas</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.pragmas" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.read_npy_data">
+<code class="sig-name descname">read_npy_data</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.read_npy_data" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.save_as_npy">
+<code class="sig-name descname">save_as_npy</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.save_as_npy" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.strm_decl">
+<code class="sig-name descname">strm_decl</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.strm_decl" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.fpgadataflow.tlastmarker.TLastMarker.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.custom_op.multithreshold.html" class="btn btn-neutral float-right" title="finn.custom_op.multithreshold module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="finn.custom_op.fpgadataflow.templates.html" class="btn btn-neutral float-left" title="finn.custom_op.fpgadataflow.templates module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+</footer>
+
+ </div>
+ </div>
+
+ </section>
+
+ </div>
+
+
+
+ <script type="text/javascript">
+ jQuery(function () {
+ SphinxRtdTheme.Navigation.enable(true);
+ });
+ </script>
+
+
+
+
+
+
+</body>
+</html>
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.html b/docs/finn/_build/html/source_code/finn.custom_op.html
index 59373404b90354966140f281ac854568d71cfd8c..86714518443d1770a92d805e5f02a69d835f38bf 100644
--- a/docs/finn/_build/html/source_code/finn.custom_op.html
+++ b/docs/finn/_build/html/source_code/finn.custom_op.html
@@ -36,7 +36,7 @@
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="finn.custom_op.fpgadataflow package" href="finn.custom_op.fpgadataflow.html" />
- <link rel="prev" title="finn.core package" href="finn.core.html" />
+ <link rel="prev" title="finn.core.rtlsim_exec module" href="finn.core.rtlsim_exec.html" />
</head>
<body class="wy-body-for-nav">
@@ -159,12 +159,14 @@
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.fpgadataflow.html">finn.custom_op.fpgadataflow package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.convolutioninputgenerator">finn.custom_op.fpgadataflow.convolutioninputgenerator module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.templates">finn.custom_op.fpgadataflow.templates module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.tlastmarker">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.fpgadataflow.convolutioninputgenerator.html">finn.custom_op.fpgadataflow.convolutioninputgenerator module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.fpgadataflow.streamingfclayer_batch.html">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.fpgadataflow.streamingmaxpool_batch.html">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.fpgadataflow.templates.html">finn.custom_op.fpgadataflow.templates module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.fpgadataflow.tlastmarker.html">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow">Module contents</a></li>
</ul>
</li>
@@ -173,180 +175,14 @@
</div>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.multithreshold.html">finn.custom_op.multithreshold module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.registry.html">finn.custom_op.registry module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.streamingdataflowpartition.html">finn.custom_op.streamingdataflowpartition module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.xnorpopcount.html">finn.custom_op.xnorpopcount module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.custom_op.multithreshold">
-<span id="finn-custom-op-multithreshold-module"></span><h2>finn.custom_op.multithreshold module<a class="headerlink" href="#module-finn.custom_op.multithreshold" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.multithreshold.MultiThreshold">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.multithreshold.</code><code class="sig-name descname">MultiThreshold</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.CustomOp" title="finn.custom_op.CustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.CustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.multithreshold.MultiThreshold.execute_node">
-<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute this CustomOp instance, given the execution context and
-ONNX graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.multithreshold.MultiThreshold.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.multithreshold.MultiThreshold.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.multithreshold.MultiThreshold.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.multithreshold.MultiThreshold.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.custom_op.multithreshold.compare">
-<code class="sig-prename descclassname">finn.custom_op.multithreshold.</code><code class="sig-name descname">compare</code><span class="sig-paren">(</span><em class="sig-param">x</em>, <em class="sig-param">y</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.compare" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="function">
-<dt id="finn.custom_op.multithreshold.multithreshold">
-<code class="sig-prename descclassname">finn.custom_op.multithreshold.</code><code class="sig-name descname">multithreshold</code><span class="sig-paren">(</span><em class="sig-param">v</em>, <em class="sig-param">thresholds</em>, <em class="sig-param">out_scale=None</em>, <em class="sig-param">out_bias=None</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.multithreshold" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</div>
-<div class="section" id="module-finn.custom_op.registry">
-<span id="finn-custom-op-registry-module"></span><h2>finn.custom_op.registry module<a class="headerlink" href="#module-finn.custom_op.registry" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.custom_op.registry.getCustomOp">
-<code class="sig-prename descclassname">finn.custom_op.registry.</code><code class="sig-name descname">getCustomOp</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.registry.getCustomOp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return a FINN CustomOp instance for the given ONNX node, if it exists.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.custom_op.streamingdataflowpartition">
-<span id="finn-custom-op-streamingdataflowpartition-module"></span><h2>finn.custom_op.streamingdataflowpartition module<a class="headerlink" href="#module-finn.custom_op.streamingdataflowpartition" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.streamingdataflowpartition.</code><code class="sig-name descname">StreamingDataflowPartition</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.CustomOp" title="finn.custom_op.CustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.CustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.execute_node">
-<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute this CustomOp instance, given the execution context and
-ONNX graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.custom_op.xnorpopcount">
-<span id="finn-custom-op-xnorpopcount-module"></span><h2>finn.custom_op.xnorpopcount module<a class="headerlink" href="#module-finn.custom_op.xnorpopcount" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul">
-<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.xnorpopcount.</code><code class="sig-name descname">XnorPopcountMatMul</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.custom_op.CustomOp" title="finn.custom_op.CustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.CustomOp</span></code></a></p>
-<dl class="method">
-<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.execute_node">
-<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.execute_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Execute this CustomOp instance, given the execution context and
-ONNX graph.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.get_nodeattr_types">
-<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a dict of permitted attributes for node, where:
-returned_dict[attribute_name] = (dtype, require, default_value)
-- dtype indicates which member of the ONNX AttributeProto
-will be utilized
-- require indicates whether this attribute is required
-- default_val indicates the default value that will be used if the
-attribute is not set</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.infer_node_datatype">
-<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set the DataType annotations corresponding to the outputs of this
-node.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.make_shape_compatible_op">
-<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
-for performing shape inference.</p>
-</dd></dl>
-
-<dl class="method">
-<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.verify_node">
-<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.verify_node" title="Permalink to this definition">¶</a></dt>
-<dd><p>Verifies that all attributes the node needs are there and
-that particular attributes are set correctly. Also checks if
-the number of inputs is equal to the expected number</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.custom_op.xnorpopcount.xnorpopcountmatmul">
-<code class="sig-prename descclassname">finn.custom_op.xnorpopcount.</code><code class="sig-name descname">xnorpopcountmatmul</code><span class="sig-paren">(</span><em class="sig-param">inp0</em>, <em class="sig-param">inp1</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.xnorpopcountmatmul" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
</div>
<div class="section" id="module-finn.custom_op">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.custom_op" title="Permalink to this headline">¶</a></h2>
@@ -426,7 +262,7 @@ the number of inputs is equal to the expected number</p>
<a href="finn.custom_op.fpgadataflow.html" class="btn btn-neutral float-right" title="finn.custom_op.fpgadataflow package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
- <a href="finn.core.html" class="btn btn-neutral float-left" title="finn.core package" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+ <a href="finn.core.rtlsim_exec.html" class="btn btn-neutral float-left" title="finn.core.rtlsim_exec module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.multithreshold.html b/docs/finn/_build/html/source_code/finn.custom_op.multithreshold.html
new file mode 100644
index 0000000000000000000000000000000000000000..0ba6f08e39c7b759fd6351b3e5765a326a1e98eb
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.multithreshold.html
@@ -0,0 +1,267 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <div class="section" id="module-finn.custom_op.multithreshold">
+<span id="finn-custom-op-multithreshold-module"></span><h1>finn.custom_op.multithreshold module<a class="headerlink" href="#module-finn.custom_op.multithreshold" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.multithreshold.MultiThreshold">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.multithreshold.</code><code class="sig-name descname">MultiThreshold</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.html#finn.custom_op.CustomOp" title="finn.custom_op.CustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.CustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.multithreshold.MultiThreshold.execute_node">
+<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute this CustomOp instance, given the execution context and
+ONNX graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.multithreshold.MultiThreshold.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.multithreshold.MultiThreshold.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.multithreshold.MultiThreshold.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.multithreshold.MultiThreshold.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.MultiThreshold.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.custom_op.multithreshold.compare">
+<code class="sig-prename descclassname">finn.custom_op.multithreshold.</code><code class="sig-name descname">compare</code><span class="sig-paren">(</span><em class="sig-param">x</em>, <em class="sig-param">y</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.compare" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="function">
+<dt id="finn.custom_op.multithreshold.multithreshold">
+<code class="sig-prename descclassname">finn.custom_op.multithreshold.</code><code class="sig-name descname">multithreshold</code><span class="sig-paren">(</span><em class="sig-param">v</em>, <em class="sig-param">thresholds</em>, <em class="sig-param">out_scale=None</em>, <em class="sig-param">out_bias=None</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.multithreshold.multithreshold" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</div>
+
+
+ </div>
+
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+
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+
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+
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+
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.registry.html b/docs/finn/_build/html/source_code/finn.custom_op.registry.html
new file mode 100644
index 0000000000000000000000000000000000000000..257e4a9d8d4fe8a5e104abbbb2e24570ad465012
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.registry.html
@@ -0,0 +1,216 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <div class="section" id="module-finn.custom_op.registry">
+<span id="finn-custom-op-registry-module"></span><h1>finn.custom_op.registry module<a class="headerlink" href="#module-finn.custom_op.registry" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.custom_op.registry.getCustomOp">
+<code class="sig-prename descclassname">finn.custom_op.registry.</code><code class="sig-name descname">getCustomOp</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.registry.getCustomOp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return a FINN CustomOp instance for the given ONNX node, if it exists.</p>
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
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+
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+
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+
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.streamingdataflowpartition.html b/docs/finn/_build/html/source_code/finn.custom_op.streamingdataflowpartition.html
new file mode 100644
index 0000000000000000000000000000000000000000..82daf99f8093b47c33fea50d3ba844d530077dd5
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.streamingdataflowpartition.html
@@ -0,0 +1,257 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+ <meta charset="utf-8">
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>finn.custom_op.streamingdataflowpartition module — FINN documentation</title>
+
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+ <li>finn.custom_op.streamingdataflowpartition module</li>
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+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.custom_op.streamingdataflowpartition">
+<span id="finn-custom-op-streamingdataflowpartition-module"></span><h1>finn.custom_op.streamingdataflowpartition module<a class="headerlink" href="#module-finn.custom_op.streamingdataflowpartition" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.streamingdataflowpartition.</code><code class="sig-name descname">StreamingDataflowPartition</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.html#finn.custom_op.CustomOp" title="finn.custom_op.CustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.CustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.execute_node">
+<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute this CustomOp instance, given the execution context and
+ONNX graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.streamingdataflowpartition.StreamingDataflowPartition.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.custom_op.xnorpopcount.html" class="btn btn-neutral float-right" title="finn.custom_op.xnorpopcount module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
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+
+ </div>
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+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
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+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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diff --git a/docs/finn/_build/html/source_code/finn.custom_op.xnorpopcount.html b/docs/finn/_build/html/source_code/finn.custom_op.xnorpopcount.html
new file mode 100644
index 0000000000000000000000000000000000000000..e4e92ce4b3a82ec139d5c47427b3445a01ad84b8
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.custom_op.xnorpopcount.html
@@ -0,0 +1,262 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+<li class="toctree-l1"><a class="reference internal" href="../getting_started.html">Getting Started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../source_code.html">Source Code</a></li>
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+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.custom_op.xnorpopcount">
+<span id="finn-custom-op-xnorpopcount-module"></span><h1>finn.custom_op.xnorpopcount module<a class="headerlink" href="#module-finn.custom_op.xnorpopcount" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul">
+<em class="property">class </em><code class="sig-prename descclassname">finn.custom_op.xnorpopcount.</code><code class="sig-name descname">XnorPopcountMatMul</code><span class="sig-paren">(</span><em class="sig-param">onnx_node</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.custom_op.html#finn.custom_op.CustomOp" title="finn.custom_op.CustomOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.custom_op.CustomOp</span></code></a></p>
+<dl class="method">
+<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.execute_node">
+<code class="sig-name descname">execute_node</code><span class="sig-paren">(</span><em class="sig-param">context</em>, <em class="sig-param">graph</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.execute_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Execute this CustomOp instance, given the execution context and
+ONNX graph.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.get_nodeattr_types">
+<code class="sig-name descname">get_nodeattr_types</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.get_nodeattr_types" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a dict of permitted attributes for node, where:
+returned_dict[attribute_name] = (dtype, require, default_value)
+- dtype indicates which member of the ONNX AttributeProto
+will be utilized
+- require indicates whether this attribute is required
+- default_val indicates the default value that will be used if the
+attribute is not set</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.infer_node_datatype">
+<code class="sig-name descname">infer_node_datatype</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.infer_node_datatype" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the DataType annotations corresponding to the outputs of this
+node.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.make_shape_compatible_op">
+<code class="sig-name descname">make_shape_compatible_op</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.make_shape_compatible_op" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a standard ONNX op which is compatible with this CustomOp
+for performing shape inference.</p>
+</dd></dl>
+
+<dl class="method">
+<dt id="finn.custom_op.xnorpopcount.XnorPopcountMatMul.verify_node">
+<code class="sig-name descname">verify_node</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.XnorPopcountMatMul.verify_node" title="Permalink to this definition">¶</a></dt>
+<dd><p>Verifies that all attributes the node needs are there and
+that particular attributes are set correctly. Also checks if
+the number of inputs is equal to the expected number</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.custom_op.xnorpopcount.xnorpopcountmatmul">
+<code class="sig-prename descclassname">finn.custom_op.xnorpopcount.</code><code class="sig-name descname">xnorpopcountmatmul</code><span class="sig-paren">(</span><em class="sig-param">inp0</em>, <em class="sig-param">inp1</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.custom_op.xnorpopcount.xnorpopcountmatmul" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.transformation.html" class="btn btn-neutral float-right" title="finn.transformation package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="finn.custom_op.streamingdataflowpartition.html" class="btn btn-neutral float-left" title="finn.custom_op.streamingdataflowpartition module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
+
+</footer>
+
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+ });
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+</html>
\ No newline at end of file
diff --git a/docs/finn/_build/html/source_code/finn.html b/docs/finn/_build/html/source_code/finn.html
index 51b1f6b6f5fdca01ebc7036395802cd3f794dd77..2f11a60b2e9a533d2860ab6fdf11ba54f09fab6c 100644
--- a/docs/finn/_build/html/source_code/finn.html
+++ b/docs/finn/_build/html/source_code/finn.html
@@ -159,17 +159,21 @@
<li class="toctree-l1"><a class="reference internal" href="finn.analysis.html">finn.analysis package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="finn.analysis.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="finn.analysis.fpgadataflow.html">finn.analysis.fpgadataflow package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="finn.analysis.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.hls_synth_res_estimation">finn.analysis.fpgadataflow.hls_synth_res_estimation module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow.res_estimation">finn.analysis.fpgadataflow.res_estimation module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="finn.analysis.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="finn.analysis.fpgadataflow.hls_synth_res_estimation.html">finn.analysis.fpgadataflow.hls_synth_res_estimation module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.analysis.fpgadataflow.res_estimation.html">finn.analysis.fpgadataflow.res_estimation module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="finn.analysis.fpgadataflow.html#module-finn.analysis.fpgadataflow">Module contents</a></li>
</ul>
</li>
</ul>
</li>
-<li class="toctree-l2"><a class="reference internal" href="finn.analysis.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.analysis.html#module-finn.analysis.topology">finn.analysis.topology module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.analysis.html#module-finn.analysis.verify_custom_nodes">finn.analysis.verify_custom_nodes module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.analysis.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.analysis.topology.html">finn.analysis.topology module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.analysis.verify_custom_nodes.html">finn.analysis.verify_custom_nodes module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.analysis.html#module-finn.analysis">Module contents</a><ul>
<li class="toctree-l3"><a class="reference internal" href="finn.analysis.html#how-to-write-an-analysis-pass-for-finn">How to write an analysis pass for FINN</a></li>
</ul>
@@ -177,79 +181,91 @@
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="finn.core.html">finn.core package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core.datatype">finn.core.datatype module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core.execute_custom_node">finn.core.execute_custom_node module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core.modelwrapper">finn.core.modelwrapper module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core.onnx_exec">finn.core.onnx_exec module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core.remote_exec">finn.core.remote_exec module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core.rtlsim_exec">finn.core.rtlsim_exec module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.core.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.core.datatype.html">finn.core.datatype module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.core.execute_custom_node.html">finn.core.execute_custom_node module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.core.modelwrapper.html">finn.core.modelwrapper module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.core.onnx_exec.html">finn.core.onnx_exec module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.core.remote_exec.html">finn.core.remote_exec module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.core.rtlsim_exec.html">finn.core.rtlsim_exec module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.core.html#module-finn.core">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="finn.custom_op.html">finn.custom_op package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.fpgadataflow.html">finn.custom_op.fpgadataflow package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.convolutioninputgenerator">finn.custom_op.fpgadataflow.convolutioninputgenerator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingfclayer_batch">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.streamingmaxpool_batch">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.templates">finn.custom_op.fpgadataflow.templates module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow.tlastmarker">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="finn.custom_op.fpgadataflow.convolutioninputgenerator.html">finn.custom_op.fpgadataflow.convolutioninputgenerator module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.custom_op.fpgadataflow.streamingfclayer_batch.html">finn.custom_op.fpgadataflow.streamingfclayer_batch module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.custom_op.fpgadataflow.streamingmaxpool_batch.html">finn.custom_op.fpgadataflow.streamingmaxpool_batch module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.custom_op.fpgadataflow.templates.html">finn.custom_op.fpgadataflow.templates module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.custom_op.fpgadataflow.tlastmarker.html">finn.custom_op.fpgadataflow.tlastmarker module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.fpgadataflow.html#module-finn.custom_op.fpgadataflow">Module contents</a></li>
</ul>
</li>
</ul>
</li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.multithreshold">finn.custom_op.multithreshold module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.registry">finn.custom_op.registry module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.streamingdataflowpartition">finn.custom_op.streamingdataflowpartition module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.xnorpopcount">finn.custom_op.xnorpopcount module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.multithreshold.html">finn.custom_op.multithreshold module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.registry.html">finn.custom_op.registry module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.streamingdataflowpartition.html">finn.custom_op.streamingdataflowpartition module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.xnorpopcount.html">finn.custom_op.xnorpopcount module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="finn.transformation.html">finn.transformation package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.html">finn.transformation.fpgadataflow package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.cleanup">finn.transformation.fpgadataflow.cleanup module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipgen">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipstitch">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_npysim">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.compile">finn.transformation.fpgadataflow.compile module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.create_dataflow_partition">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.insert_tlastmarker">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_deployment">finn.transformation.fpgadataflow.make_deployment module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_driver">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_proj">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.set_exec_mode">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.synth_pynq_proj">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.templates">finn.transformation.fpgadataflow.templates module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.cleanup.html">finn.transformation.fpgadataflow.cleanup module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_ipgen.html">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_ipstitch.html">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_npysim.html">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.compile.html">finn.transformation.fpgadataflow.compile module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.convert_to_hls_layers.html">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.create_dataflow_partition.html">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.hlssynth_ipgen.html">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.insert_tlastmarker.html">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.make_deployment.html">finn.transformation.fpgadataflow.make_deployment module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.make_pynq_driver.html">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.make_pynq_proj.html">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.set_exec_mode.html">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.synth_pynq_proj.html">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.fpgadataflow.templates.html">finn.transformation.fpgadataflow.templates module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="finn.transformation.streamline.html">finn.transformation.streamline package</a><ul>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.absorb">finn.transformation.streamline.absorb module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.collapse_repeated">finn.transformation.streamline.collapse_repeated module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.reorder">finn.transformation.streamline.reorder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.round_thresholds">finn.transformation.streamline.round_thresholds module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.sign_to_thres">finn.transformation.streamline.sign_to_thres module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#submodules">Submodules</a><ul>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.streamline.absorb.html">finn.transformation.streamline.absorb module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.streamline.collapse_repeated.html">finn.transformation.streamline.collapse_repeated module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.streamline.reorder.html">finn.transformation.streamline.reorder module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.streamline.round_thresholds.html">finn.transformation.streamline.round_thresholds module</a></li>
+<li class="toctree-l5"><a class="reference internal" href="finn.transformation.streamline.sign_to_thres.html">finn.transformation.streamline.sign_to_thres module</a></li>
+</ul>
+</li>
<li class="toctree-l4"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline">Module contents</a></li>
</ul>
</li>
</ul>
</li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.batchnorm_to_affine">finn.transformation.batchnorm_to_affine module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.bipolar_to_xnor">finn.transformation.bipolar_to_xnor module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.fold_constants">finn.transformation.fold_constants module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.general">finn.transformation.general module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.infer_datatypes">finn.transformation.infer_datatypes module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.infer_shapes">finn.transformation.infer_shapes module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.batchnorm_to_affine.html">finn.transformation.batchnorm_to_affine module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.bipolar_to_xnor.html">finn.transformation.bipolar_to_xnor module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fold_constants.html">finn.transformation.fold_constants module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.general.html">finn.transformation.general module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.infer_datatypes.html">finn.transformation.infer_datatypes module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.infer_shapes.html">finn.transformation.infer_shapes module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.transformation.html#module-finn.transformation">Module contents</a><ul>
<li class="toctree-l3"><a class="reference internal" href="finn.transformation.html#guide-to-writing-finn-transformations">Guide to writing FINN transformations</a></li>
</ul>
@@ -257,12 +273,14 @@
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="finn.util.html">finn.util package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="finn.util.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.util.html#module-finn.util.basic">finn.util.basic module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.util.html#module-finn.util.data_packing">finn.util.data_packing module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.util.html#module-finn.util.fpgadataflow">finn.util.fpgadataflow module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.util.html#module-finn.util.onnx">finn.util.onnx module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.util.html#module-finn.util.test">finn.util.test module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.util.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.util.basic.html">finn.util.basic module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.util.data_packing.html">finn.util.data_packing module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.util.fpgadataflow.html">finn.util.fpgadataflow module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.util.onnx.html">finn.util.onnx module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.util.test.html">finn.util.test module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.util.html#module-finn.util">Module contents</a></li>
</ul>
</li>
diff --git a/docs/finn/_build/html/source_code/finn.transformation.batchnorm_to_affine.html b/docs/finn/_build/html/source_code/finn.transformation.batchnorm_to_affine.html
new file mode 100644
index 0000000000000000000000000000000000000000..956339611f1b5aaa96d6b821c0d0b810a7c1b618
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.batchnorm_to_affine.html
@@ -0,0 +1,222 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>finn.transformation.batchnorm_to_affine module — FINN documentation</title>
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+ <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
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+ <link rel="next" title="finn.transformation.bipolar_to_xnor module" href="finn.transformation.bipolar_to_xnor.html" />
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+ <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
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+ <ul>
+<li class="toctree-l1"><a class="reference internal" href="../end_to_end_flow.html">FINN - End-to-End Flow</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../getting_started.html">Getting Started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../source_code.html">Source Code</a></li>
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+ <div class="section" id="module-finn.transformation.batchnorm_to_affine">
+<span id="finn-transformation-batchnorm-to-affine-module"></span><h1>finn.transformation.batchnorm_to_affine module<a class="headerlink" href="#module-finn.transformation.batchnorm_to_affine" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.batchnorm_to_affine.BatchNormToAffine">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.batchnorm_to_affine.</code><code class="sig-name descname">BatchNormToAffine</code><a class="headerlink" href="#finn.transformation.batchnorm_to_affine.BatchNormToAffine" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Replaces any test-time BatchNorm layers with Mul-Add layers.</p>
+<dl class="method">
+<dt id="finn.transformation.batchnorm_to_affine.BatchNormToAffine.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.batchnorm_to_affine.BatchNormToAffine.apply" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.bipolar_to_xnor.html b/docs/finn/_build/html/source_code/finn.transformation.bipolar_to_xnor.html
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+ <div class="section" id="module-finn.transformation.bipolar_to_xnor">
+<span id="finn-transformation-bipolar-to-xnor-module"></span><h1>finn.transformation.bipolar_to_xnor module<a class="headerlink" href="#module-finn.transformation.bipolar_to_xnor" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.bipolar_to_xnor.</code><code class="sig-name descname">ConvertBipolarMatMulToXnorPopcount</code><a class="headerlink" href="#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Convert MatMul nodes with all-bipolar inputs to XnorPopcountMatMul
+and associated result correction.</p>
+<dl class="method">
+<dt id="finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fold_constants.html b/docs/finn/_build/html/source_code/finn.transformation.fold_constants.html
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index 0000000000000000000000000000000000000000..d02be36478b150f89b43e0df4116a0dbed79e3fd
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+ <div class="section" id="module-finn.transformation.fold_constants">
+<span id="finn-transformation-fold-constants-module"></span><h1>finn.transformation.fold_constants module<a class="headerlink" href="#module-finn.transformation.fold_constants" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fold_constants.FoldConstants">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fold_constants.</code><code class="sig-name descname">FoldConstants</code><a class="headerlink" href="#finn.transformation.fold_constants.FoldConstants" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Replace the output of a node with const-only inputs with a precomputed
+result.</p>
+<dl class="method">
+<dt id="finn.transformation.fold_constants.FoldConstants.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fold_constants.FoldConstants.apply" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.cleanup.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.cleanup.html
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+ <div class="section" id="module-finn.transformation.fpgadataflow.cleanup">
+<span id="finn-transformation-fpgadataflow-cleanup-module"></span><h1>finn.transformation.fpgadataflow.cleanup module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.cleanup" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.cleanup.CleanUp">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.cleanup.</code><code class="sig-name descname">CleanUp</code><a class="headerlink" href="#finn.transformation.fpgadataflow.cleanup.CleanUp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Remove any generated files for fpgadataflow nodes.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.cleanup.CleanUp.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.cleanup.CleanUp.apply" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_ipgen.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_ipgen.html
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--- /dev/null
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+
+ <div class="section" id="module-finn.transformation.fpgadataflow.codegen_ipgen">
+<span id="finn-transformation-fpgadataflow-codegen-ipgen-module"></span><h1>finn.transformation.fpgadataflow.codegen_ipgen module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.codegen_ipgen" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.codegen_ipgen.</code><code class="sig-name descname">CodeGen_ipgen</code><span class="sig-paren">(</span><em class="sig-param">fpgapart</em>, <em class="sig-param">clk</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Code generation for all nodes in model</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html
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+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.html
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+
+ <div class="section" id="module-finn.transformation.fpgadataflow.codegen_ipstitch">
+<span id="finn-transformation-fpgadataflow-codegen-ipstitch-module"></span><h1>finn.transformation.fpgadataflow.codegen_ipstitch module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.codegen_ipstitch" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.codegen_ipstitch.</code><code class="sig-name descname">CodeGen_ipstitch</code><span class="sig-paren">(</span><em class="sig-param">fpgapart</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Create a Vivado IP Block Design project from all the generated IPs of a
+graph. All nodes in the graph must have the fpgadataflow backend attribute,
+and the CodeGen_ipgen transformation must have been previously run on
+the graph. The resulting block design is also packaged as IP.</p>
+<p>Outcome if successful: sets the vivado_stitch_proj attribute in the ONNX
+ModelProto’s metadata_props field, with the created project dir as the
+value. A make_project.tcl script is also placed under the same folder,
+which is called to instantiate the per-layer IPs and stitch them together.
+The packaged block design IP can be found under the ip subdirectory.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_npysim.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_npysim.html
new file mode 100644
index 0000000000000000000000000000000000000000..36e1774c56dcef424bcd6bf227c7a8ac4ed84e31
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.codegen_npysim.html
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+<span id="finn-transformation-fpgadataflow-codegen-npysim-module"></span><h1>finn.transformation.fpgadataflow.codegen_npysim module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.codegen_npysim" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.codegen_npysim.</code><code class="sig-name descname">CodeGen_npysim</code><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Code generation for all nodes in model</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim.apply" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.compile.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.compile.html
new file mode 100644
index 0000000000000000000000000000000000000000..3ee88f9b1ea74f2422cd73c6db9e579528ca4ea2
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+ <div class="section" id="module-finn.transformation.fpgadataflow.compile">
+<span id="finn-transformation-fpgadataflow-compile-module"></span><h1>finn.transformation.fpgadataflow.compile module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.compile" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.compile.Compile">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.compile.</code><code class="sig-name descname">Compile</code><a class="headerlink" href="#finn.transformation.fpgadataflow.compile.Compile" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Compile for all nodes in model</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.compile.Compile.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.compile.Compile.apply" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.html
new file mode 100644
index 0000000000000000000000000000000000000000..31b287d2b1fa982a93bac7935264290872c2c3d8
--- /dev/null
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+ <div class="section" id="module-finn.transformation.fpgadataflow.convert_to_hls_layers">
+<span id="finn-transformation-fpgadataflow-convert-to-hls-layers-module"></span><h1>finn.transformation.fpgadataflow.convert_to_hls_layers module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.convert_to_hls_layers" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.convert_to_hls_layers.</code><code class="sig-name descname">InferBinaryStreamingFCLayer</code><a class="headerlink" href="#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Convert pairs of binary XnorPopcountMatMul layers to
+StreamingFCLayer_Batch layers. Any immediately following MultiThreshold
+layers will also be absorbed into the MVTU.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.html
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--- /dev/null
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@@ -0,0 +1,228 @@
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+
+ <div class="section" id="module-finn.transformation.fpgadataflow.create_dataflow_partition">
+<span id="finn-transformation-fpgadataflow-create-dataflow-partition-module"></span><h1>finn.transformation.fpgadataflow.create_dataflow_partition module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.create_dataflow_partition" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.create_dataflow_partition.</code><code class="sig-name descname">CreateDataflowPartition</code><a class="headerlink" href="#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Split a graph into two graphs; one which contains non-FINN-dataflow nodes
+and a StreamingDataflowPartition node, and another which only contains
+FINN dataflow nodes. The StreamingDataflowPartition has a model attribute
+that indicates the filename for the second graph that only contains
+dataflow nodes. No action is taken if there are no dataflow nodes.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
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+
+
+ </div>
+
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+ <a href="finn.transformation.fpgadataflow.convert_to_hls_layers.html" class="btn btn-neutral float-left" title="finn.transformation.fpgadataflow.convert_to_hls_layers module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html
new file mode 100644
index 0000000000000000000000000000000000000000..1d2a3d9ec69dd56fb81bb76075fad1237d1fc472
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.html
@@ -0,0 +1,224 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>finn.transformation.fpgadataflow.hlssynth_ipgen module — FINN documentation</title>
+
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+ <link rel="search" title="Search" href="../search.html" />
+ <link rel="next" title="finn.transformation.fpgadataflow.insert_tlastmarker module" href="finn.transformation.fpgadataflow.insert_tlastmarker.html" />
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+<li class="toctree-l1"><a class="reference internal" href="../source_code.html">Source Code</a></li>
+</ul>
+
+
+
+ </div>
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+
+ <li>finn.transformation.fpgadataflow.hlssynth_ipgen module</li>
+
+
+ <li class="wy-breadcrumbs-aside">
+
+
+ <a href="../_sources/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst.txt" rel="nofollow"> View page source</a>
+
+
+ </li>
+
+ </ul>
+
+
+ <hr/>
+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.transformation.fpgadataflow.hlssynth_ipgen">
+<span id="finn-transformation-fpgadataflow-hlssynth-ipgen-module"></span><h1>finn.transformation.fpgadataflow.hlssynth_ipgen module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.hlssynth_ipgen" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.hlssynth_ipgen.</code><code class="sig-name descname">HLSSynth_IPGen</code><a class="headerlink" href="#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Compile for all nodes in model</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.transformation.fpgadataflow.insert_tlastmarker.html" class="btn btn-neutral float-right" title="finn.transformation.fpgadataflow.insert_tlastmarker module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="finn.transformation.fpgadataflow.create_dataflow_partition.html" class="btn btn-neutral float-left" title="finn.transformation.fpgadataflow.create_dataflow_partition module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.html
index 194aa7cc1a7c82471f11fe1eb6e1806f20736e54..6d71ce40146a358cecd564c010e031030b615132 100644
--- a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.html
+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.html
@@ -35,7 +35,7 @@
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="next" title="finn.transformation.streamline package" href="finn.transformation.streamline.html" />
+ <link rel="next" title="finn.transformation.fpgadataflow.cleanup module" href="finn.transformation.fpgadataflow.cleanup.html" />
<link rel="prev" title="finn.transformation package" href="finn.transformation.html" />
</head>
@@ -158,251 +158,25 @@
<h1>finn.transformation.fpgadataflow package<a class="headerlink" href="#finn-transformation-fpgadataflow-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.cleanup.html">finn.transformation.fpgadataflow.cleanup module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_ipgen.html">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_ipstitch.html">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_npysim.html">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.compile.html">finn.transformation.fpgadataflow.compile module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.convert_to_hls_layers.html">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.create_dataflow_partition.html">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.hlssynth_ipgen.html">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.insert_tlastmarker.html">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.make_deployment.html">finn.transformation.fpgadataflow.make_deployment module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.make_pynq_driver.html">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.make_pynq_proj.html">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.set_exec_mode.html">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.synth_pynq_proj.html">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.templates.html">finn.transformation.fpgadataflow.templates module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.cleanup">
-<span id="finn-transformation-fpgadataflow-cleanup-module"></span><h2>finn.transformation.fpgadataflow.cleanup module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.cleanup" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.cleanup.CleanUp">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.cleanup.</code><code class="sig-name descname">CleanUp</code><a class="headerlink" href="#finn.transformation.fpgadataflow.cleanup.CleanUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Remove any generated files for fpgadataflow nodes.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.cleanup.CleanUp.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.cleanup.CleanUp.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.codegen_ipgen">
-<span id="finn-transformation-fpgadataflow-codegen-ipgen-module"></span><h2>finn.transformation.fpgadataflow.codegen_ipgen module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.codegen_ipgen" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.codegen_ipgen.</code><code class="sig-name descname">CodeGen_ipgen</code><span class="sig-paren">(</span><em class="sig-param">fpgapart</em>, <em class="sig-param">clk</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Code generation for all nodes in model</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipgen.CodeGen_ipgen.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.codegen_ipstitch">
-<span id="finn-transformation-fpgadataflow-codegen-ipstitch-module"></span><h2>finn.transformation.fpgadataflow.codegen_ipstitch module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.codegen_ipstitch" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.codegen_ipstitch.</code><code class="sig-name descname">CodeGen_ipstitch</code><span class="sig-paren">(</span><em class="sig-param">fpgapart</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Create a Vivado IP Block Design project from all the generated IPs of a
-graph. All nodes in the graph must have the fpgadataflow backend attribute,
-and the CodeGen_ipgen transformation must have been previously run on
-the graph. The resulting block design is also packaged as IP.</p>
-<p>Outcome if successful: sets the vivado_stitch_proj attribute in the ONNX
-ModelProto’s metadata_props field, with the created project dir as the
-value. A make_project.tcl script is also placed under the same folder,
-which is called to instantiate the per-layer IPs and stitch them together.
-The packaged block design IP can be found under the ip subdirectory.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_ipstitch.CodeGen_ipstitch.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.codegen_npysim">
-<span id="finn-transformation-fpgadataflow-codegen-npysim-module"></span><h2>finn.transformation.fpgadataflow.codegen_npysim module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.codegen_npysim" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.codegen_npysim.</code><code class="sig-name descname">CodeGen_npysim</code><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Code generation for all nodes in model</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.codegen_npysim.CodeGen_npysim.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.compile">
-<span id="finn-transformation-fpgadataflow-compile-module"></span><h2>finn.transformation.fpgadataflow.compile module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.compile" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.compile.Compile">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.compile.</code><code class="sig-name descname">Compile</code><a class="headerlink" href="#finn.transformation.fpgadataflow.compile.Compile" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Compile for all nodes in model</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.compile.Compile.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.compile.Compile.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.convert_to_hls_layers">
-<span id="finn-transformation-fpgadataflow-convert-to-hls-layers-module"></span><h2>finn.transformation.fpgadataflow.convert_to_hls_layers module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.convert_to_hls_layers" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.convert_to_hls_layers.</code><code class="sig-name descname">InferBinaryStreamingFCLayer</code><a class="headerlink" href="#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Convert pairs of binary XnorPopcountMatMul layers to
-StreamingFCLayer_Batch layers. Any immediately following MultiThreshold
-layers will also be absorbed into the MVTU.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.convert_to_hls_layers.InferBinaryStreamingFCLayer.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.create_dataflow_partition">
-<span id="finn-transformation-fpgadataflow-create-dataflow-partition-module"></span><h2>finn.transformation.fpgadataflow.create_dataflow_partition module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.create_dataflow_partition" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.create_dataflow_partition.</code><code class="sig-name descname">CreateDataflowPartition</code><a class="headerlink" href="#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Split a graph into two graphs; one which contains non-FINN-dataflow nodes
-and a StreamingDataflowPartition node, and another which only contains
-FINN dataflow nodes. The StreamingDataflowPartition has a model attribute
-that indicates the filename for the second graph that only contains
-dataflow nodes. No action is taken if there are no dataflow nodes.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.create_dataflow_partition.CreateDataflowPartition.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.hlssynth_ipgen">
-<span id="finn-transformation-fpgadataflow-hlssynth-ipgen-module"></span><h2>finn.transformation.fpgadataflow.hlssynth_ipgen module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.hlssynth_ipgen" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.hlssynth_ipgen.</code><code class="sig-name descname">HLSSynth_IPGen</code><a class="headerlink" href="#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Compile for all nodes in model</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.hlssynth_ipgen.HLSSynth_IPGen.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.insert_tlastmarker">
-<span id="finn-transformation-fpgadataflow-insert-tlastmarker-module"></span><h2>finn.transformation.fpgadataflow.insert_tlastmarker module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.insert_tlastmarker" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.insert_tlastmarker.</code><code class="sig-name descname">InsertTLastMarker</code><a class="headerlink" href="#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Ensure that the graph is terminated with a TLastMarker node, inserting
-one if necessary.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.make_deployment">
-<span id="finn-transformation-fpgadataflow-make-deployment-module"></span><h2>finn.transformation.fpgadataflow.make_deployment module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.make_deployment" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.make_deployment.</code><code class="sig-name descname">DeployToPYNQ</code><span class="sig-paren">(</span><em class="sig-param">ip</em>, <em class="sig-param">username</em>, <em class="sig-param">password</em>, <em class="sig-param">target_dir</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Collects all necessary files for deployment and copies them to the PYNQ board.
-Expects information about PYNQ board to make scp possible:
-* ip address of board
-* username and password for board
-* target directory where the files are stored on the board</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.make_pynq_driver">
-<span id="finn-transformation-fpgadataflow-make-pynq-driver-module"></span><h2>finn.transformation.fpgadataflow.make_pynq_driver module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.make_pynq_driver" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.make_pynq_driver.</code><code class="sig-name descname">MakePYNQDriver</code><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Create PYNQ Python code to correctly interface the generated
-accelerator, including data packing/unpacking. The MakePYNQProject
-transformation must have been already applied.</p>
-<p>Outcome if successful: sets the pynq_driver_dir attribute in the ONNX
-ModelProto’s metadata_props field, with the created driver dir as the
-value.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.make_pynq_proj">
-<span id="finn-transformation-fpgadataflow-make-pynq-proj-module"></span><h2>finn.transformation.fpgadataflow.make_pynq_proj module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.make_pynq_proj" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.make_pynq_proj.</code><code class="sig-name descname">MakePYNQProject</code><span class="sig-paren">(</span><em class="sig-param">platform</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Create a Vivado PYNQ overlay project (including the shell infrastructure)
-from the already-stitched IP block for this graph.
-All nodes in the graph must have the fpgadataflow backend attribute,
-and the CodeGen_ipstitch transformation must have been previously run on
-the graph.</p>
-<p>Outcome if successful: sets the vivado_pynq_proj attribute in the ONNX
-ModelProto’s metadata_props field, with the created project dir as the
-value.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.set_exec_mode">
-<span id="finn-transformation-fpgadataflow-set-exec-mode-module"></span><h2>finn.transformation.fpgadataflow.set_exec_mode module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.set_exec_mode" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.set_exec_mode.SetExecMode">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.set_exec_mode.</code><code class="sig-name descname">SetExecMode</code><span class="sig-paren">(</span><em class="sig-param">mode</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Set attribute sim_mode in all fpgadataflow nodes</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.set_exec_mode.SetExecMode.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.synth_pynq_proj">
-<span id="finn-transformation-fpgadataflow-synth-pynq-proj-module"></span><h2>finn.transformation.fpgadataflow.synth_pynq_proj module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.synth_pynq_proj" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.synth_pynq_proj.</code><code class="sig-name descname">SynthPYNQProject</code><a class="headerlink" href="#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Run synthesis for the PYNQ project for this graph. The MakePYNQProject
-transformation must be applied prior to this transformation.</p>
-<dl class="method">
-<dt id="finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fpgadataflow.templates">
-<span id="finn-transformation-fpgadataflow-templates-module"></span><h2>finn.transformation.fpgadataflow.templates module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.templates" title="Permalink to this headline">¶</a></h2>
</div>
<div class="section" id="module-finn.transformation.fpgadataflow">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.transformation.fpgadataflow" title="Permalink to this headline">¶</a></h2>
@@ -417,7 +191,7 @@ transformation must be applied prior to this transformation.</p>
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
- <a href="finn.transformation.streamline.html" class="btn btn-neutral float-right" title="finn.transformation.streamline package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+ <a href="finn.transformation.fpgadataflow.cleanup.html" class="btn btn-neutral float-right" title="finn.transformation.fpgadataflow.cleanup module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html
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--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.html
@@ -0,0 +1,225 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+<span id="finn-transformation-fpgadataflow-insert-tlastmarker-module"></span><h1>finn.transformation.fpgadataflow.insert_tlastmarker module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.insert_tlastmarker" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.insert_tlastmarker.</code><code class="sig-name descname">InsertTLastMarker</code><a class="headerlink" href="#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Ensure that the graph is terminated with a TLastMarker node, inserting
+one if necessary.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.insert_tlastmarker.InsertTLastMarker.apply" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.make_deployment.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.make_deployment.html
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+ <div class="section" id="module-finn.transformation.fpgadataflow.make_deployment">
+<span id="finn-transformation-fpgadataflow-make-deployment-module"></span><h1>finn.transformation.fpgadataflow.make_deployment module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.make_deployment" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.make_deployment.</code><code class="sig-name descname">DeployToPYNQ</code><span class="sig-paren">(</span><em class="sig-param">ip</em>, <em class="sig-param">username</em>, <em class="sig-param">password</em>, <em class="sig-param">target_dir</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Collects all necessary files for deployment and copies them to the PYNQ board.
+Expects information about PYNQ board to make scp possible:
+* ip address of board
+* username and password for board
+* target directory where the files are stored on the board</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_deployment.DeployToPYNQ.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
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new file mode 100644
index 0000000000000000000000000000000000000000..1e21d93b911b55d976650f5aad323f0e30767690
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.make_pynq_driver.html
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+ <div class="section" id="module-finn.transformation.fpgadataflow.make_pynq_driver">
+<span id="finn-transformation-fpgadataflow-make-pynq-driver-module"></span><h1>finn.transformation.fpgadataflow.make_pynq_driver module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.make_pynq_driver" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.make_pynq_driver.</code><code class="sig-name descname">MakePYNQDriver</code><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Create PYNQ Python code to correctly interface the generated
+accelerator, including data packing/unpacking. The MakePYNQProject
+transformation must have been already applied.</p>
+<p>Outcome if successful: sets the pynq_driver_dir attribute in the ONNX
+ModelProto’s metadata_props field, with the created driver dir as the
+value.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_driver.MakePYNQDriver.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.make_pynq_proj.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.make_pynq_proj.html
new file mode 100644
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+ <div class="section" id="module-finn.transformation.fpgadataflow.make_pynq_proj">
+<span id="finn-transformation-fpgadataflow-make-pynq-proj-module"></span><h1>finn.transformation.fpgadataflow.make_pynq_proj module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.make_pynq_proj" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.make_pynq_proj.</code><code class="sig-name descname">MakePYNQProject</code><span class="sig-paren">(</span><em class="sig-param">platform</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Create a Vivado PYNQ overlay project (including the shell infrastructure)
+from the already-stitched IP block for this graph.
+All nodes in the graph must have the fpgadataflow backend attribute,
+and the CodeGen_ipstitch transformation must have been previously run on
+the graph.</p>
+<p>Outcome if successful: sets the vivado_pynq_proj attribute in the ONNX
+ModelProto’s metadata_props field, with the created project dir as the
+value.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.make_pynq_proj.MakePYNQProject.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.set_exec_mode.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.set_exec_mode.html
new file mode 100644
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--- /dev/null
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+ <div class="section" id="module-finn.transformation.fpgadataflow.set_exec_mode">
+<span id="finn-transformation-fpgadataflow-set-exec-mode-module"></span><h1>finn.transformation.fpgadataflow.set_exec_mode module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.set_exec_mode" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.set_exec_mode.SetExecMode">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.set_exec_mode.</code><code class="sig-name descname">SetExecMode</code><span class="sig-paren">(</span><em class="sig-param">mode</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Set attribute sim_mode in all fpgadataflow nodes</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.set_exec_mode.SetExecMode.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.set_exec_mode.SetExecMode.apply" title="Permalink to this definition">¶</a></dt>
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+ <a href="../_sources/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst.txt" rel="nofollow"> View page source</a>
+
+
+ </li>
+
+ </ul>
+
+
+ <hr/>
+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.transformation.fpgadataflow.synth_pynq_proj">
+<span id="finn-transformation-fpgadataflow-synth-pynq-proj-module"></span><h1>finn.transformation.fpgadataflow.synth_pynq_proj module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.synth_pynq_proj" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fpgadataflow.synth_pynq_proj.</code><code class="sig-name descname">SynthPYNQProject</code><a class="headerlink" href="#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Run synthesis for the PYNQ project for this graph. The MakePYNQProject
+transformation must be applied prior to this transformation.</p>
+<dl class="method">
+<dt id="finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fpgadataflow.synth_pynq_proj.SynthPYNQProject.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
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+
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.templates.html b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.templates.html
new file mode 100644
index 0000000000000000000000000000000000000000..9777fad44965c77edfdf37a1436df85e7e4997cb
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.fpgadataflow.templates.html
@@ -0,0 +1,212 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>finn.transformation.fpgadataflow.templates module — FINN documentation</title>
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+ <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
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+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.transformation.fpgadataflow.templates">
+<span id="finn-transformation-fpgadataflow-templates-module"></span><h1>finn.transformation.fpgadataflow.templates module<a class="headerlink" href="#module-finn.transformation.fpgadataflow.templates" title="Permalink to this headline">¶</a></h1>
+</div>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.general.html b/docs/finn/_build/html/source_code/finn.transformation.general.html
new file mode 100644
index 0000000000000000000000000000000000000000..0c1dc50f0c7089bc81e8f174510bf8aebe8af884
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.general.html
@@ -0,0 +1,259 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>finn.transformation.general module — FINN documentation</title>
+
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+ <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
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+ <link rel="search" title="Search" href="../search.html" />
+ <link rel="next" title="finn.transformation.infer_datatypes module" href="finn.transformation.infer_datatypes.html" />
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+ </form>
+</div>
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+<li class="toctree-l1"><a class="reference internal" href="../getting_started.html">Getting Started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../source_code.html">Source Code</a></li>
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+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.transformation.general">
+<span id="finn-transformation-general-module"></span><h1>finn.transformation.general module<a class="headerlink" href="#module-finn.transformation.general" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.general.ConvertSubToAdd">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">ConvertSubToAdd</code><a class="headerlink" href="#finn.transformation.general.ConvertSubToAdd" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Convert sub nodes to add nodes of appropriate sign.</p>
+<dl class="method">
+<dt id="finn.transformation.general.ConvertSubToAdd.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.ConvertSubToAdd.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.general.GiveRandomTensorNames">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">GiveRandomTensorNames</code><a class="headerlink" href="#finn.transformation.general.GiveRandomTensorNames" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Give random tensor names to all tensors.</p>
+<dl class="method">
+<dt id="finn.transformation.general.GiveRandomTensorNames.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.GiveRandomTensorNames.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.general.GiveReadableTensorNames">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">GiveReadableTensorNames</code><a class="headerlink" href="#finn.transformation.general.GiveReadableTensorNames" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Give more human-readable names to all internal tensors. It’s recommended
+to apply give_unique_node_names prior to this transform.</p>
+<dl class="method">
+<dt id="finn.transformation.general.GiveReadableTensorNames.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.GiveReadableTensorNames.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.general.GiveUniqueNodeNames">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">GiveUniqueNodeNames</code><a class="headerlink" href="#finn.transformation.general.GiveUniqueNodeNames" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Give unique names to each node in the graph using enumeration.</p>
+<dl class="method">
+<dt id="finn.transformation.general.GiveUniqueNodeNames.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.GiveUniqueNodeNames.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
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+
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+ <a href="finn.transformation.fold_constants.html" class="btn btn-neutral float-left" title="finn.transformation.fold_constants module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.html b/docs/finn/_build/html/source_code/finn.transformation.html
index 939edb332ced4c0f024eaa6232ad2a5bb95ff11c..d7a4042b0189bf4247eade93551969d3e385d8a5 100644
--- a/docs/finn/_build/html/source_code/finn.transformation.html
+++ b/docs/finn/_build/html/source_code/finn.transformation.html
@@ -36,7 +36,7 @@
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="finn.transformation.fpgadataflow package" href="finn.transformation.fpgadataflow.html" />
- <link rel="prev" title="finn.custom_op.fpgadataflow package" href="finn.custom_op.fpgadataflow.html" />
+ <link rel="prev" title="finn.custom_op.xnorpopcount module" href="finn.custom_op.xnorpopcount.html" />
</head>
<body class="wy-body-for-nav">
@@ -159,32 +159,36 @@
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fpgadataflow.html">finn.transformation.fpgadataflow package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.cleanup">finn.transformation.fpgadataflow.cleanup module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipgen">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_ipstitch">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.codegen_npysim">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.compile">finn.transformation.fpgadataflow.compile module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.convert_to_hls_layers">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.create_dataflow_partition">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.hlssynth_ipgen">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.insert_tlastmarker">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_deployment">finn.transformation.fpgadataflow.make_deployment module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_driver">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.make_pynq_proj">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.set_exec_mode">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.synth_pynq_proj">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow.templates">finn.transformation.fpgadataflow.templates module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.cleanup.html">finn.transformation.fpgadataflow.cleanup module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_ipgen.html">finn.transformation.fpgadataflow.codegen_ipgen module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_ipstitch.html">finn.transformation.fpgadataflow.codegen_ipstitch module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.codegen_npysim.html">finn.transformation.fpgadataflow.codegen_npysim module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.compile.html">finn.transformation.fpgadataflow.compile module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.convert_to_hls_layers.html">finn.transformation.fpgadataflow.convert_to_hls_layers module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.create_dataflow_partition.html">finn.transformation.fpgadataflow.create_dataflow_partition module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.hlssynth_ipgen.html">finn.transformation.fpgadataflow.hlssynth_ipgen module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.insert_tlastmarker.html">finn.transformation.fpgadataflow.insert_tlastmarker module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.make_deployment.html">finn.transformation.fpgadataflow.make_deployment module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.make_pynq_driver.html">finn.transformation.fpgadataflow.make_pynq_driver module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.make_pynq_proj.html">finn.transformation.fpgadataflow.make_pynq_proj module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.set_exec_mode.html">finn.transformation.fpgadataflow.set_exec_mode module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.synth_pynq_proj.html">finn.transformation.fpgadataflow.synth_pynq_proj module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.fpgadataflow.templates.html">finn.transformation.fpgadataflow.templates module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.transformation.fpgadataflow.html#module-finn.transformation.fpgadataflow">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="finn.transformation.streamline.html">finn.transformation.streamline package</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.absorb">finn.transformation.streamline.absorb module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.collapse_repeated">finn.transformation.streamline.collapse_repeated module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.reorder">finn.transformation.streamline.reorder module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.round_thresholds">finn.transformation.streamline.round_thresholds module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline.sign_to_thres">finn.transformation.streamline.sign_to_thres module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#submodules">Submodules</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.streamline.absorb.html">finn.transformation.streamline.absorb module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.streamline.collapse_repeated.html">finn.transformation.streamline.collapse_repeated module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.streamline.reorder.html">finn.transformation.streamline.reorder module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.streamline.round_thresholds.html">finn.transformation.streamline.round_thresholds module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="finn.transformation.streamline.sign_to_thres.html">finn.transformation.streamline.sign_to_thres module</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal" href="finn.transformation.streamline.html#module-finn.transformation.streamline">Module contents</a></li>
</ul>
</li>
@@ -193,136 +197,16 @@
</div>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.batchnorm_to_affine.html">finn.transformation.batchnorm_to_affine module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.bipolar_to_xnor.html">finn.transformation.bipolar_to_xnor module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.fold_constants.html">finn.transformation.fold_constants module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.general.html">finn.transformation.general module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.infer_datatypes.html">finn.transformation.infer_datatypes module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.infer_shapes.html">finn.transformation.infer_shapes module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.transformation.batchnorm_to_affine">
-<span id="finn-transformation-batchnorm-to-affine-module"></span><h2>finn.transformation.batchnorm_to_affine module<a class="headerlink" href="#module-finn.transformation.batchnorm_to_affine" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.batchnorm_to_affine.BatchNormToAffine">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.batchnorm_to_affine.</code><code class="sig-name descname">BatchNormToAffine</code><a class="headerlink" href="#finn.transformation.batchnorm_to_affine.BatchNormToAffine" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Replaces any test-time BatchNorm layers with Mul-Add layers.</p>
-<dl class="method">
-<dt id="finn.transformation.batchnorm_to_affine.BatchNormToAffine.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.batchnorm_to_affine.BatchNormToAffine.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.bipolar_to_xnor">
-<span id="finn-transformation-bipolar-to-xnor-module"></span><h2>finn.transformation.bipolar_to_xnor module<a class="headerlink" href="#module-finn.transformation.bipolar_to_xnor" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.bipolar_to_xnor.</code><code class="sig-name descname">ConvertBipolarMatMulToXnorPopcount</code><a class="headerlink" href="#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Convert MatMul nodes with all-bipolar inputs to XnorPopcountMatMul
-and associated result correction.</p>
-<dl class="method">
-<dt id="finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.bipolar_to_xnor.ConvertBipolarMatMulToXnorPopcount.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.fold_constants">
-<span id="finn-transformation-fold-constants-module"></span><h2>finn.transformation.fold_constants module<a class="headerlink" href="#module-finn.transformation.fold_constants" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.fold_constants.FoldConstants">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.fold_constants.</code><code class="sig-name descname">FoldConstants</code><a class="headerlink" href="#finn.transformation.fold_constants.FoldConstants" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Replace the output of a node with const-only inputs with a precomputed
-result.</p>
-<dl class="method">
-<dt id="finn.transformation.fold_constants.FoldConstants.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.fold_constants.FoldConstants.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.general">
-<span id="finn-transformation-general-module"></span><h2>finn.transformation.general module<a class="headerlink" href="#module-finn.transformation.general" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.general.ConvertSubToAdd">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">ConvertSubToAdd</code><a class="headerlink" href="#finn.transformation.general.ConvertSubToAdd" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Convert sub nodes to add nodes of appropriate sign.</p>
-<dl class="method">
-<dt id="finn.transformation.general.ConvertSubToAdd.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.ConvertSubToAdd.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.general.GiveRandomTensorNames">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">GiveRandomTensorNames</code><a class="headerlink" href="#finn.transformation.general.GiveRandomTensorNames" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Give random tensor names to all tensors.</p>
-<dl class="method">
-<dt id="finn.transformation.general.GiveRandomTensorNames.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.GiveRandomTensorNames.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.general.GiveReadableTensorNames">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">GiveReadableTensorNames</code><a class="headerlink" href="#finn.transformation.general.GiveReadableTensorNames" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Give more human-readable names to all internal tensors. It’s recommended
-to apply give_unique_node_names prior to this transform.</p>
-<dl class="method">
-<dt id="finn.transformation.general.GiveReadableTensorNames.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.GiveReadableTensorNames.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.general.GiveUniqueNodeNames">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.general.</code><code class="sig-name descname">GiveUniqueNodeNames</code><a class="headerlink" href="#finn.transformation.general.GiveUniqueNodeNames" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Give unique names to each node in the graph using enumeration.</p>
-<dl class="method">
-<dt id="finn.transformation.general.GiveUniqueNodeNames.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.general.GiveUniqueNodeNames.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.infer_datatypes">
-<span id="finn-transformation-infer-datatypes-module"></span><h2>finn.transformation.infer_datatypes module<a class="headerlink" href="#module-finn.transformation.infer_datatypes" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.infer_datatypes.InferDataTypes">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.infer_datatypes.</code><code class="sig-name descname">InferDataTypes</code><a class="headerlink" href="#finn.transformation.infer_datatypes.InferDataTypes" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Infer FINN DataType info for all intermediate/output tensors based on
-inputs and node type.</p>
-<dl class="method">
-<dt id="finn.transformation.infer_datatypes.InferDataTypes.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.infer_datatypes.InferDataTypes.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.infer_shapes">
-<span id="finn-transformation-infer-shapes-module"></span><h2>finn.transformation.infer_shapes module<a class="headerlink" href="#module-finn.transformation.infer_shapes" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.infer_shapes.InferShapes">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.infer_shapes.</code><code class="sig-name descname">InferShapes</code><a class="headerlink" href="#finn.transformation.infer_shapes.InferShapes" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Ensure every tensor in the model has a specified shape (ValueInfo).</p>
-<dl class="method">
-<dt id="finn.transformation.infer_shapes.InferShapes.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.infer_shapes.InferShapes.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
</div>
<div class="section" id="module-finn.transformation">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.transformation" title="Permalink to this headline">¶</a></h2>
@@ -371,7 +255,7 @@ manually re-apply the transform.</p></li>
<a href="finn.transformation.fpgadataflow.html" class="btn btn-neutral float-right" title="finn.transformation.fpgadataflow package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
- <a href="finn.custom_op.fpgadataflow.html" class="btn btn-neutral float-left" title="finn.custom_op.fpgadataflow package" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+ <a href="finn.custom_op.xnorpopcount.html" class="btn btn-neutral float-left" title="finn.custom_op.xnorpopcount module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
</div>
diff --git a/docs/finn/_build/html/source_code/finn.transformation.infer_datatypes.html b/docs/finn/_build/html/source_code/finn.transformation.infer_datatypes.html
new file mode 100644
index 0000000000000000000000000000000000000000..5987f219e8c8579a2044f7c15a2a77f336deb632
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.infer_datatypes.html
@@ -0,0 +1,223 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <title>finn.transformation.infer_datatypes module — FINN documentation</title>
+
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+
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+
+
+ <script type="text/javascript" src="../_static/js/modernizr.min.js"></script>
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+ <div class="section" id="module-finn.transformation.infer_datatypes">
+<span id="finn-transformation-infer-datatypes-module"></span><h1>finn.transformation.infer_datatypes module<a class="headerlink" href="#module-finn.transformation.infer_datatypes" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.infer_datatypes.InferDataTypes">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.infer_datatypes.</code><code class="sig-name descname">InferDataTypes</code><a class="headerlink" href="#finn.transformation.infer_datatypes.InferDataTypes" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Infer FINN DataType info for all intermediate/output tensors based on
+inputs and node type.</p>
+<dl class="method">
+<dt id="finn.transformation.infer_datatypes.InferDataTypes.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.infer_datatypes.InferDataTypes.apply" title="Permalink to this definition">¶</a></dt>
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+
+ <div class="section" id="module-finn.transformation.infer_shapes">
+<span id="finn-transformation-infer-shapes-module"></span><h1>finn.transformation.infer_shapes module<a class="headerlink" href="#module-finn.transformation.infer_shapes" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.infer_shapes.InferShapes">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.infer_shapes.</code><code class="sig-name descname">InferShapes</code><a class="headerlink" href="#finn.transformation.infer_shapes.InferShapes" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Ensure every tensor in the model has a specified shape (ValueInfo).</p>
+<dl class="method">
+<dt id="finn.transformation.infer_shapes.InferShapes.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.infer_shapes.InferShapes.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
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+
+ <div class="section" id="module-finn.transformation.streamline.absorb">
+<span id="finn-transformation-streamline-absorb-module"></span><h1>finn.transformation.streamline.absorb module<a class="headerlink" href="#module-finn.transformation.streamline.absorb" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">Absorb1BitMulIntoMatMul</code><a class="headerlink" href="#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Absorb bipolar or binary multiplications into the preciding matrix
+multiply.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">AbsorbAddIntoMultiThreshold</code><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Absorb preceding Add ops into MultiThreshold by updating the threshold
+values. Only scalar/1D add vectors can be absorbed.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">AbsorbMulIntoMultiThreshold</code><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Absorb preceding Mul ops into MultiThreshold by updating the threshold
+values. Only <em>positive</em> scalar/1D mul vectors can be absorbed.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.absorb.FactorOutMulSignMagnitude">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">FactorOutMulSignMagnitude</code><a class="headerlink" href="#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Split multiply-by-constant nodes into two multiply-by-constant nodes,
+where the first node is a bipolar vector (of signs) and the second is a
+vector of magnitudes.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.absorb.FactorOutMulSignMagnitude.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
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+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
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+
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+
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+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.streamline.collapse_repeated.html b/docs/finn/_build/html/source_code/finn.transformation.streamline.collapse_repeated.html
new file mode 100644
index 0000000000000000000000000000000000000000..bae88456af7be40a65e156003c573cde2082a2fc
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.streamline.collapse_repeated.html
@@ -0,0 +1,238 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.transformation.streamline.collapse_repeated">
+<span id="finn-transformation-streamline-collapse-repeated-module"></span><h1>finn.transformation.streamline.collapse_repeated module<a class="headerlink" href="#module-finn.transformation.streamline.collapse_repeated" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedAdd">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.collapse_repeated.</code><code class="sig-name descname">CollapseRepeatedAdd</code><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedAdd" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp" title="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp</span></code></a></p>
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedMul">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.collapse_repeated.</code><code class="sig-name descname">CollapseRepeatedMul</code><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedMul" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp" title="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp</span></code></a></p>
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.collapse_repeated.</code><code class="sig-name descname">CollapseRepeatedOp</code><span class="sig-paren">(</span><em class="sig-param">op_name</em>, <em class="sig-param">make_collapsed_param_fxn</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Collapse repeated consecutive operations with constant parameters into
+a single operation. make_collapsed_param_fxn must take two tensors and
+return a tensor which gives the equivalent result using a single op.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.transformation.streamline.reorder.html" class="btn btn-neutral float-right" title="finn.transformation.streamline.reorder module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="finn.transformation.streamline.absorb.html" class="btn btn-neutral float-left" title="finn.transformation.streamline.absorb module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
+
+ <hr/>
+
+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
+
+ </p>
+ </div>
+ Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
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\ No newline at end of file
diff --git a/docs/finn/_build/html/source_code/finn.transformation.streamline.html b/docs/finn/_build/html/source_code/finn.transformation.streamline.html
index c3faa75ab9c203bb6214ef6a9f68a4f7dd665362..fb8d76b591a8b48286a3ca33abcbc24d58bc45f8 100644
--- a/docs/finn/_build/html/source_code/finn.transformation.streamline.html
+++ b/docs/finn/_build/html/source_code/finn.transformation.streamline.html
@@ -35,8 +35,8 @@
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="next" title="finn.util package" href="finn.util.html" />
- <link rel="prev" title="finn.transformation.fpgadataflow package" href="finn.transformation.fpgadataflow.html" />
+ <link rel="next" title="finn.transformation.streamline.absorb module" href="finn.transformation.streamline.absorb.html" />
+ <link rel="prev" title="finn.transformation.fpgadataflow.templates module" href="finn.transformation.fpgadataflow.templates.html" />
</head>
<body class="wy-body-for-nav">
@@ -158,165 +158,15 @@
<h1>finn.transformation.streamline package<a class="headerlink" href="#finn-transformation-streamline-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.streamline.absorb.html">finn.transformation.streamline.absorb module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.streamline.collapse_repeated.html">finn.transformation.streamline.collapse_repeated module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.streamline.reorder.html">finn.transformation.streamline.reorder module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.streamline.round_thresholds.html">finn.transformation.streamline.round_thresholds module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.transformation.streamline.sign_to_thres.html">finn.transformation.streamline.sign_to_thres module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.transformation.streamline.absorb">
-<span id="finn-transformation-streamline-absorb-module"></span><h2>finn.transformation.streamline.absorb module<a class="headerlink" href="#module-finn.transformation.streamline.absorb" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">Absorb1BitMulIntoMatMul</code><a class="headerlink" href="#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Absorb bipolar or binary multiplications into the preciding matrix
-multiply.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.Absorb1BitMulIntoMatMul.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">AbsorbAddIntoMultiThreshold</code><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Absorb preceding Add ops into MultiThreshold by updating the threshold
-values. Only scalar/1D add vectors can be absorbed.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbAddIntoMultiThreshold.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">AbsorbMulIntoMultiThreshold</code><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Absorb preceding Mul ops into MultiThreshold by updating the threshold
-values. Only <em>positive</em> scalar/1D mul vectors can be absorbed.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.AbsorbMulIntoMultiThreshold.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.absorb.FactorOutMulSignMagnitude">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.absorb.</code><code class="sig-name descname">FactorOutMulSignMagnitude</code><a class="headerlink" href="#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Split multiply-by-constant nodes into two multiply-by-constant nodes,
-where the first node is a bipolar vector (of signs) and the second is a
-vector of magnitudes.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.absorb.FactorOutMulSignMagnitude.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.absorb.FactorOutMulSignMagnitude.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.streamline.collapse_repeated">
-<span id="finn-transformation-streamline-collapse-repeated-module"></span><h2>finn.transformation.streamline.collapse_repeated module<a class="headerlink" href="#module-finn.transformation.streamline.collapse_repeated" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedAdd">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.collapse_repeated.</code><code class="sig-name descname">CollapseRepeatedAdd</code><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedAdd" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp" title="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp</span></code></a></p>
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedMul">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.collapse_repeated.</code><code class="sig-name descname">CollapseRepeatedMul</code><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedMul" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp" title="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp</span></code></a></p>
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.collapse_repeated.</code><code class="sig-name descname">CollapseRepeatedOp</code><span class="sig-paren">(</span><em class="sig-param">op_name</em>, <em class="sig-param">make_collapsed_param_fxn</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Collapse repeated consecutive operations with constant parameters into
-a single operation. make_collapsed_param_fxn must take two tensors and
-return a tensor which gives the equivalent result using a single op.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.collapse_repeated.CollapseRepeatedOp.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.streamline.reorder">
-<span id="finn-transformation-streamline-reorder-module"></span><h2>finn.transformation.streamline.reorder module<a class="headerlink" href="#module-finn.transformation.streamline.reorder" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.streamline.reorder.MoveAddPastMul">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.reorder.</code><code class="sig-name descname">MoveAddPastMul</code><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveAddPastMul" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Move add operations past multiply operations. The aim is to have them
-next to each other such that they can be collapsed into a single add.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.reorder.MoveAddPastMul.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveAddPastMul.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.reorder.MoveScalarAddPastMatMul">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.reorder.</code><code class="sig-name descname">MoveScalarAddPastMatMul</code><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Move scalar add operations past matmul operations. We want to have adds
-next to each other such that they can be collapsed into a single add.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.reorder.MoveScalarAddPastMatMul.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="class">
-<dt id="finn.transformation.streamline.reorder.MoveScalarMulPastMatMul">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.reorder.</code><code class="sig-name descname">MoveScalarMulPastMatMul</code><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Move scalar mul operations past matmul operations. We want to have muls
-next to each other such that they can be collapsed into a single mul.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.reorder.MoveScalarMulPastMatMul.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.streamline.round_thresholds">
-<span id="finn-transformation-streamline-round-thresholds-module"></span><h2>finn.transformation.streamline.round_thresholds module<a class="headerlink" href="#module-finn.transformation.streamline.round_thresholds" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.streamline.round_thresholds.RoundAndClipThresholds">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.round_thresholds.</code><code class="sig-name descname">RoundAndClipThresholds</code><a class="headerlink" href="#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>For MultiThreshold nodes operating on integer inputs, round up
-thresholds values to the nearest integer. Additionally, if the input
-is unsigned, sets negative thresholds to zero.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.round_thresholds.RoundAndClipThresholds.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.transformation.streamline.sign_to_thres">
-<span id="finn-transformation-streamline-sign-to-thres-module"></span><h2>finn.transformation.streamline.sign_to_thres module<a class="headerlink" href="#module-finn.transformation.streamline.sign_to_thres" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.transformation.streamline.sign_to_thres.ConvertSignToThres">
-<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.sign_to_thres.</code><code class="sig-name descname">ConvertSignToThres</code><a class="headerlink" href="#finn.transformation.streamline.sign_to_thres.ConvertSignToThres" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
-<p>Convert Sign node instances to MultiThreshold with threshold at 0.</p>
-<dl class="method">
-<dt id="finn.transformation.streamline.sign_to_thres.ConvertSignToThres.apply">
-<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.sign_to_thres.ConvertSignToThres.apply" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
</div>
<div class="section" id="module-finn.transformation.streamline">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.transformation.streamline" title="Permalink to this headline">¶</a></h2>
@@ -343,10 +193,10 @@ is unsigned, sets negative thresholds to zero.</p>
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- <a href="finn.util.html" class="btn btn-neutral float-right" title="finn.util package" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.streamline.reorder.html b/docs/finn/_build/html/source_code/finn.transformation.streamline.reorder.html
new file mode 100644
index 0000000000000000000000000000000000000000..042fffbdad5dd93e67fdbe53f1375f05247f2bcd
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.streamline.reorder.html
@@ -0,0 +1,251 @@
+
+
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+
+ <div class="section" id="module-finn.transformation.streamline.reorder">
+<span id="finn-transformation-streamline-reorder-module"></span><h1>finn.transformation.streamline.reorder module<a class="headerlink" href="#module-finn.transformation.streamline.reorder" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.streamline.reorder.MoveAddPastMul">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.reorder.</code><code class="sig-name descname">MoveAddPastMul</code><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveAddPastMul" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Move add operations past multiply operations. The aim is to have them
+next to each other such that they can be collapsed into a single add.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.reorder.MoveAddPastMul.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveAddPastMul.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.reorder.MoveScalarAddPastMatMul">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.reorder.</code><code class="sig-name descname">MoveScalarAddPastMatMul</code><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Move scalar add operations past matmul operations. We want to have adds
+next to each other such that they can be collapsed into a single add.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.reorder.MoveScalarAddPastMatMul.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarAddPastMatMul.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="finn.transformation.streamline.reorder.MoveScalarMulPastMatMul">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.reorder.</code><code class="sig-name descname">MoveScalarMulPastMatMul</code><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Move scalar mul operations past matmul operations. We want to have muls
+next to each other such that they can be collapsed into a single mul.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.reorder.MoveScalarMulPastMatMul.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.reorder.MoveScalarMulPastMatMul.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
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+
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.streamline.round_thresholds.html b/docs/finn/_build/html/source_code/finn.transformation.streamline.round_thresholds.html
new file mode 100644
index 0000000000000000000000000000000000000000..78981939ab8b41f740c812d001151b6250be4117
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.streamline.round_thresholds.html
@@ -0,0 +1,226 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <hr/>
+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.transformation.streamline.round_thresholds">
+<span id="finn-transformation-streamline-round-thresholds-module"></span><h1>finn.transformation.streamline.round_thresholds module<a class="headerlink" href="#module-finn.transformation.streamline.round_thresholds" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.streamline.round_thresholds.RoundAndClipThresholds">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.round_thresholds.</code><code class="sig-name descname">RoundAndClipThresholds</code><a class="headerlink" href="#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>For MultiThreshold nodes operating on integer inputs, round up
+thresholds values to the nearest integer. Additionally, if the input
+is unsigned, sets negative thresholds to zero.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.round_thresholds.RoundAndClipThresholds.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.round_thresholds.RoundAndClipThresholds.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
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+ <footer>
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+
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+ <p>
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+
+ </p>
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diff --git a/docs/finn/_build/html/source_code/finn.transformation.streamline.sign_to_thres.html b/docs/finn/_build/html/source_code/finn.transformation.streamline.sign_to_thres.html
new file mode 100644
index 0000000000000000000000000000000000000000..a4a663b6212c678b919495839d3a8ed297f67b9e
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.transformation.streamline.sign_to_thres.html
@@ -0,0 +1,224 @@
+
+
+<!DOCTYPE html>
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+
+ <div class="section" id="module-finn.transformation.streamline.sign_to_thres">
+<span id="finn-transformation-streamline-sign-to-thres-module"></span><h1>finn.transformation.streamline.sign_to_thres module<a class="headerlink" href="#module-finn.transformation.streamline.sign_to_thres" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.transformation.streamline.sign_to_thres.ConvertSignToThres">
+<em class="property">class </em><code class="sig-prename descclassname">finn.transformation.streamline.sign_to_thres.</code><code class="sig-name descname">ConvertSignToThres</code><a class="headerlink" href="#finn.transformation.streamline.sign_to_thres.ConvertSignToThres" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="finn.transformation.html#finn.transformation.Transformation" title="finn.transformation.Transformation"><code class="xref py py-class docutils literal notranslate"><span class="pre">finn.transformation.Transformation</span></code></a></p>
+<p>Convert Sign node instances to MultiThreshold with threshold at 0.</p>
+<dl class="method">
+<dt id="finn.transformation.streamline.sign_to_thres.ConvertSignToThres.apply">
+<code class="sig-name descname">apply</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.transformation.streamline.sign_to_thres.ConvertSignToThres.apply" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</div>
+
+
+ </div>
+
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+
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diff --git a/docs/finn/_build/html/source_code/finn.util.basic.html b/docs/finn/_build/html/source_code/finn.util.basic.html
new file mode 100644
index 0000000000000000000000000000000000000000..8b2eefee430f06a86e11c6efb2fced6a9db5adc5
--- /dev/null
+++ b/docs/finn/_build/html/source_code/finn.util.basic.html
@@ -0,0 +1,305 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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+
+ <div class="section" id="module-finn.util.basic">
+<span id="finn-util-basic-module"></span><h1>finn.util.basic module<a class="headerlink" href="#module-finn.util.basic" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.util.basic.CppBuilder">
+<em class="property">class </em><code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">CppBuilder</code><a class="headerlink" href="#finn.util.basic.CppBuilder" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<dl class="method">
+<dt id="finn.util.basic.CppBuilder.append_includes">
+<code class="sig-name descname">append_includes</code><span class="sig-paren">(</span><em class="sig-param">library_path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.append_includes" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.util.basic.CppBuilder.append_sources">
+<code class="sig-name descname">append_sources</code><span class="sig-paren">(</span><em class="sig-param">cpp_file</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.append_sources" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.util.basic.CppBuilder.build">
+<code class="sig-name descname">build</code><span class="sig-paren">(</span><em class="sig-param">code_gen_dir</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.build" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.util.basic.CppBuilder.set_executable_path">
+<code class="sig-name descname">set_executable_path</code><span class="sig-paren">(</span><em class="sig-param">path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.set_executable_path" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.calculate_signed_dot_prod_range">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">calculate_signed_dot_prod_range</code><span class="sig-paren">(</span><em class="sig-param">dt_a</em>, <em class="sig-param">dt_b</em>, <em class="sig-param">len</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.calculate_signed_dot_prod_range" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the (min,max) values a dot product between two signed vectors of
+types dt_a and dt_b of len elements can take.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.gen_finn_dt_tensor">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">gen_finn_dt_tensor</code><span class="sig-paren">(</span><em class="sig-param">finn_dt</em>, <em class="sig-param">tensor_shape</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.gen_finn_dt_tensor" title="Permalink to this definition">¶</a></dt>
+<dd><p>Generates random tensor in given shape and with given FINN DataType</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.get_by_name">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">get_by_name</code><span class="sig-paren">(</span><em class="sig-param">container</em>, <em class="sig-param">name</em>, <em class="sig-param">name_field='name'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.get_by_name" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return item from container by .name field if it exists, None otherwise</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.get_finn_root">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">get_finn_root</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.get_finn_root" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return the root directory that FINN is cloned into.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.interleave_matrix_outer_dim_from_partitions">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">interleave_matrix_outer_dim_from_partitions</code><span class="sig-paren">(</span><em class="sig-param">matrix</em>, <em class="sig-param">n_partitions</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.interleave_matrix_outer_dim_from_partitions" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.make_build_dir">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">make_build_dir</code><span class="sig-paren">(</span><em class="sig-param">prefix=''</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.make_build_dir" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates a temporary folder with given prefix to be used as a build dir.
+Use this function instead of tempfile.mkdtemp to ensure any generated files
+will survive on the host after the FINN Docker container exits.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.pad_tensor_to_multiple_of">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">pad_tensor_to_multiple_of</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">pad_to_dims</em>, <em class="sig-param">val=0</em>, <em class="sig-param">distr_pad=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.pad_tensor_to_multiple_of" title="Permalink to this definition">¶</a></dt>
+<dd><p>Pad each dimension of given NumPy ndarray using val, so that each
+dimension is a multiple of the respective value in pad_to_dims. -1 means
+do not pad that particular dimension. If distr_pad is False, all padding
+will be inserted after the existing values; otherwise it will be split
+evenly between before and after the existing values, with one extra value
+inserted after if the padding amount is not divisible by two.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.random_string">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">random_string</code><span class="sig-paren">(</span><em class="sig-param">stringLength=6</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.random_string" title="Permalink to this definition">¶</a></dt>
+<dd><p>Randomly generate a string of letters and digits.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.remove_by_name">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">remove_by_name</code><span class="sig-paren">(</span><em class="sig-param">container</em>, <em class="sig-param">name</em>, <em class="sig-param">name_field='name'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.remove_by_name" title="Permalink to this definition">¶</a></dt>
+<dd><p>Remove item from container by .name field if it exists</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.basic.roundup_to_integer_multiple">
+<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">roundup_to_integer_multiple</code><span class="sig-paren">(</span><em class="sig-param">x</em>, <em class="sig-param">factor</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.roundup_to_integer_multiple" title="Permalink to this definition">¶</a></dt>
+<dd><p>Round up integer x to the nearest integer multiple of integer factor.
+Returns x if factor is set to -1. Both x and factor must otherwise be
+positive.</p>
+</dd></dl>
+
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+ <div class="section" id="module-finn.util.data_packing">
+<span id="finn-util-data-packing-module"></span><h1>finn.util.data_packing module<a class="headerlink" href="#module-finn.util.data_packing" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.util.data_packing.array2hexstring">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">array2hexstring</code><span class="sig-paren">(</span><em class="sig-param">array</em>, <em class="sig-param">dtype</em>, <em class="sig-param">pad_to_nbits</em>, <em class="sig-param">prefix='0x'</em>, <em class="sig-param">reverse=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.array2hexstring" title="Permalink to this definition">¶</a></dt>
+<dd><p>Pack given one-dimensional NumPy array with FINN DataType dtype into a hex
+string.
+Any BIPOLAR values will be converted to a single bit with a 0 representing
+-1.
+pad_to_nbits is used to prepend leading zeros to ensure packed strings of
+fixed width. The minimum value for pad_to_nbits is 4, since a single hex
+digit is four bits. reverse can be used to reverse the array prior to
+packing.</p>
+<p>Examples:
+array2hexstring([1, 1, 1, 0], DataType.BINARY, 4) = “0xeâ€
+array2hexstring([1, 1, 1, 0], DataType.BINARY, 8) = “0x0eâ€
+array2hexstring([1, 1, 0, 1], DataType.BINARY, 4, reverse=True) = “0xbâ€
+array2hexstring([1, 1, 1, 0], DataType.BINARY, 8, reverse=True) = “0x07â€</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.finnpy_to_packed_bytearray">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">finnpy_to_packed_bytearray</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.finnpy_to_packed_bytearray" title="Permalink to this definition">¶</a></dt>
+<dd><p>Given a numpy ndarray with FINN DataType dtype, pack the innermost
+dimension and return the packed representation as an ndarray of uint8.
+The packed innermost dimension will be padded to the nearest multiple
+of 8 bits. The returned ndarray has the same number of dimensions as the
+input.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.hexstring2npbytearray">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">hexstring2npbytearray</code><span class="sig-paren">(</span><em class="sig-param">hexstring</em>, <em class="sig-param">remove_prefix='0x'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.hexstring2npbytearray" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a hex string into a NumPy array of dtype uint8. Examples:</p>
+<p>hexstring2npbytearray(“0f01â€) = array([15, 1], dtype=uint8)</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.npbytearray2hexstring">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">npbytearray2hexstring</code><span class="sig-paren">(</span><em class="sig-param">npbytearray</em>, <em class="sig-param">prefix='0x'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.npbytearray2hexstring" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a NumPy array of uint8 dtype into a hex string. Examples:</p>
+<p>npbytearray2hexstring(array([15, 1], dtype=uint8)) = “0x0f01â€</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.npy_to_rtlsim_input">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">npy_to_rtlsim_input</code><span class="sig-paren">(</span><em class="sig-param">input_file</em>, <em class="sig-param">input_dtype</em>, <em class="sig-param">pad_to_nbits</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.npy_to_rtlsim_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert the multidimensional NumPy array of integers (stored as floats)
+from input_file into a flattened sequence of Python arbitrary-precision
+integers, packing the innermost dimension. See
+finn.util.basic.pack_innermost_dim_as_hex_string() for more info on how the
+packing works. If reverse_inner is set, the innermost dimension will be
+reversed prior to packing.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.numpy_to_hls_code">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">numpy_to_hls_code</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">hls_var_name</em>, <em class="sig-param">pack_innermost_dim=True</em>, <em class="sig-param">no_decl=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.numpy_to_hls_code" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return C++ code representation of a numpy ndarray with FINN DataType
+dtype, using hls_var_name as the resulting C++ variable name. If
+pack_innermost_dim is specified, the innermost dimension of the ndarray
+will be packed into a hex string using array2hexstring. If no_decl is
+set to True, no variable name and type will be generated as part of the
+emitted string.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.pack_innermost_dim_as_hex_string">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">pack_innermost_dim_as_hex_string</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">pad_to_nbits</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.pack_innermost_dim_as_hex_string" title="Permalink to this definition">¶</a></dt>
+<dd><p>Pack the innermost dimension of the given numpy ndarray into hex
+strings using array2hexstring. Examples:</p>
+<p>A = [[1, 1, 1, 0], [0, 1, 1, 0]]
+eA = [“0eâ€, “06â€]
+pack_innermost_dim_as_hex_string(A, DataType.BINARY, 8) == eA
+B = [[[3, 3], [3, 3]], [[1, 3], [3, 1]]]
+eB = [[ “0fâ€, “0fâ€], [“07â€, “0dâ€]]
+pack_innermost_dim_as_hex_string(B, DataType.UINT2, 8) == eB</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.packed_bytearray_to_finnpy">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">packed_bytearray_to_finnpy</code><span class="sig-paren">(</span><em class="sig-param">packed_bytearray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">output_shape=None</em>, <em class="sig-param">reverse_inner=False</em>, <em class="sig-param">reverse_endian=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.packed_bytearray_to_finnpy" title="Permalink to this definition">¶</a></dt>
+<dd><p>Given a packed numpy uint8 ndarray, unpack it into a FINN array of
+given DataType. output_shape can be specified to remove padding from the
+packed dimension, or set to None to be inferred from the input.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.rtlsim_output_to_npy">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">rtlsim_output_to_npy</code><span class="sig-paren">(</span><em class="sig-param">output</em>, <em class="sig-param">path</em>, <em class="sig-param">dtype</em>, <em class="sig-param">shape</em>, <em class="sig-param">packedBits</em>, <em class="sig-param">targetBits</em>, <em class="sig-param">reverse_inner=True</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.rtlsim_output_to_npy" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a flattened sequence of Python arbitrary-precision integers
+output into a NumPy array, saved as npy file at path. Each arbitrary-precision
+integer is assumed to be a packed array of targetBits-bit elements, which
+will be unpacked as the innermost dimension of the NumPy array.</p>
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.data_packing.unpack_innermost_dim_from_hex_string">
+<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">unpack_innermost_dim_from_hex_string</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">out_shape</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.unpack_innermost_dim_from_hex_string" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert a NumPy array of hex strings into a FINN NumPy array by unpacking
+the hex strings into the specified data type. out_shape can be specified
+such that any padding in the packing dimension is removed. If reverse_inner
+is set, the innermost unpacked dimension will be reversed.</p>
+</dd></dl>
+
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+ <div itemprop="articleBody">
+
+ <div class="section" id="module-finn.util.fpgadataflow">
+<span id="finn-util-fpgadataflow-module"></span><h1>finn.util.fpgadataflow module<a class="headerlink" href="#module-finn.util.fpgadataflow" title="Permalink to this headline">¶</a></h1>
+<dl class="class">
+<dt id="finn.util.fpgadataflow.IPGenBuilder">
+<em class="property">class </em><code class="sig-prename descclassname">finn.util.fpgadataflow.</code><code class="sig-name descname">IPGenBuilder</code><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<dl class="method">
+<dt id="finn.util.fpgadataflow.IPGenBuilder.append_tcl">
+<code class="sig-name descname">append_tcl</code><span class="sig-paren">(</span><em class="sig-param">tcl_script</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder.append_tcl" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.util.fpgadataflow.IPGenBuilder.build">
+<code class="sig-name descname">build</code><span class="sig-paren">(</span><em class="sig-param">code_gen_dir</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder.build" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="finn.util.fpgadataflow.IPGenBuilder.set_ipgen_path">
+<code class="sig-name descname">set_ipgen_path</code><span class="sig-paren">(</span><em class="sig-param">path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder.set_ipgen_path" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="function">
+<dt id="finn.util.fpgadataflow.pyverilate_stitched_ip">
+<code class="sig-prename descclassname">finn.util.fpgadataflow.</code><code class="sig-name descname">pyverilate_stitched_ip</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.pyverilate_stitched_ip" title="Permalink to this definition">¶</a></dt>
+<dd><p>Given a model with stitched IP, return a PyVerilator sim object.</p>
+</dd></dl>
+
+</div>
+
+
+ </div>
+
+ </div>
+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+
+ <a href="finn.util.onnx.html" class="btn btn-neutral float-right" title="finn.util.onnx module" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
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+ <a href="finn.util.data_packing.html" class="btn btn-neutral float-left" title="finn.util.data_packing module" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
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+ <div role="contentinfo">
+ <p>
+ © Copyright 2020, Y. Umuroglu, J. Petri-Koenig
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diff --git a/docs/finn/_build/html/source_code/finn.util.html b/docs/finn/_build/html/source_code/finn.util.html
index eff5daeba706c16a69b15d1c41dc15cdf4f09cd6..900b9619f249debb90848e71021b4a4adfd56032 100644
--- a/docs/finn/_build/html/source_code/finn.util.html
+++ b/docs/finn/_build/html/source_code/finn.util.html
@@ -35,7 +35,8 @@
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
- <link rel="prev" title="finn.transformation.streamline package" href="finn.transformation.streamline.html" />
+ <link rel="next" title="finn.util.basic module" href="finn.util.basic.html" />
+ <link rel="prev" title="finn.transformation.infer_shapes module" href="finn.transformation.infer_shapes.html" />
</head>
<body class="wy-body-for-nav">
@@ -155,272 +156,15 @@
<h1>finn.util package<a class="headerlink" href="#finn-util-package" title="Permalink to this headline">¶</a></h1>
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="finn.util.basic.html">finn.util.basic module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.util.data_packing.html">finn.util.data_packing module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.util.fpgadataflow.html">finn.util.fpgadataflow module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.util.onnx.html">finn.util.onnx module</a></li>
+<li class="toctree-l1"><a class="reference internal" href="finn.util.test.html">finn.util.test module</a></li>
+</ul>
</div>
-<div class="section" id="module-finn.util.basic">
-<span id="finn-util-basic-module"></span><h2>finn.util.basic module<a class="headerlink" href="#module-finn.util.basic" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.util.basic.CppBuilder">
-<em class="property">class </em><code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">CppBuilder</code><a class="headerlink" href="#finn.util.basic.CppBuilder" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="method">
-<dt id="finn.util.basic.CppBuilder.append_includes">
-<code class="sig-name descname">append_includes</code><span class="sig-paren">(</span><em class="sig-param">library_path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.append_includes" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.util.basic.CppBuilder.append_sources">
-<code class="sig-name descname">append_sources</code><span class="sig-paren">(</span><em class="sig-param">cpp_file</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.append_sources" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.util.basic.CppBuilder.build">
-<code class="sig-name descname">build</code><span class="sig-paren">(</span><em class="sig-param">code_gen_dir</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.build" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.util.basic.CppBuilder.set_executable_path">
-<code class="sig-name descname">set_executable_path</code><span class="sig-paren">(</span><em class="sig-param">path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.CppBuilder.set_executable_path" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.calculate_signed_dot_prod_range">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">calculate_signed_dot_prod_range</code><span class="sig-paren">(</span><em class="sig-param">dt_a</em>, <em class="sig-param">dt_b</em>, <em class="sig-param">len</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.calculate_signed_dot_prod_range" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the (min,max) values a dot product between two signed vectors of
-types dt_a and dt_b of len elements can take.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.gen_finn_dt_tensor">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">gen_finn_dt_tensor</code><span class="sig-paren">(</span><em class="sig-param">finn_dt</em>, <em class="sig-param">tensor_shape</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.gen_finn_dt_tensor" title="Permalink to this definition">¶</a></dt>
-<dd><p>Generates random tensor in given shape and with given FINN DataType</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.get_by_name">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">get_by_name</code><span class="sig-paren">(</span><em class="sig-param">container</em>, <em class="sig-param">name</em>, <em class="sig-param">name_field='name'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.get_by_name" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return item from container by .name field if it exists, None otherwise</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.get_finn_root">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">get_finn_root</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.get_finn_root" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return the root directory that FINN is cloned into.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.interleave_matrix_outer_dim_from_partitions">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">interleave_matrix_outer_dim_from_partitions</code><span class="sig-paren">(</span><em class="sig-param">matrix</em>, <em class="sig-param">n_partitions</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.interleave_matrix_outer_dim_from_partitions" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.make_build_dir">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">make_build_dir</code><span class="sig-paren">(</span><em class="sig-param">prefix=''</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.make_build_dir" title="Permalink to this definition">¶</a></dt>
-<dd><p>Creates a temporary folder with given prefix to be used as a build dir.
-Use this function instead of tempfile.mkdtemp to ensure any generated files
-will survive on the host after the FINN Docker container exits.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.pad_tensor_to_multiple_of">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">pad_tensor_to_multiple_of</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">pad_to_dims</em>, <em class="sig-param">val=0</em>, <em class="sig-param">distr_pad=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.pad_tensor_to_multiple_of" title="Permalink to this definition">¶</a></dt>
-<dd><p>Pad each dimension of given NumPy ndarray using val, so that each
-dimension is a multiple of the respective value in pad_to_dims. -1 means
-do not pad that particular dimension. If distr_pad is False, all padding
-will be inserted after the existing values; otherwise it will be split
-evenly between before and after the existing values, with one extra value
-inserted after if the padding amount is not divisible by two.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.random_string">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">random_string</code><span class="sig-paren">(</span><em class="sig-param">stringLength=6</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.random_string" title="Permalink to this definition">¶</a></dt>
-<dd><p>Randomly generate a string of letters and digits.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.remove_by_name">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">remove_by_name</code><span class="sig-paren">(</span><em class="sig-param">container</em>, <em class="sig-param">name</em>, <em class="sig-param">name_field='name'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.remove_by_name" title="Permalink to this definition">¶</a></dt>
-<dd><p>Remove item from container by .name field if it exists</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.basic.roundup_to_integer_multiple">
-<code class="sig-prename descclassname">finn.util.basic.</code><code class="sig-name descname">roundup_to_integer_multiple</code><span class="sig-paren">(</span><em class="sig-param">x</em>, <em class="sig-param">factor</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.basic.roundup_to_integer_multiple" title="Permalink to this definition">¶</a></dt>
-<dd><p>Round up integer x to the nearest integer multiple of integer factor.
-Returns x if factor is set to -1. Both x and factor must otherwise be
-positive.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.util.data_packing">
-<span id="finn-util-data-packing-module"></span><h2>finn.util.data_packing module<a class="headerlink" href="#module-finn.util.data_packing" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.util.data_packing.array2hexstring">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">array2hexstring</code><span class="sig-paren">(</span><em class="sig-param">array</em>, <em class="sig-param">dtype</em>, <em class="sig-param">pad_to_nbits</em>, <em class="sig-param">prefix='0x'</em>, <em class="sig-param">reverse=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.array2hexstring" title="Permalink to this definition">¶</a></dt>
-<dd><p>Pack given one-dimensional NumPy array with FINN DataType dtype into a hex
-string.
-Any BIPOLAR values will be converted to a single bit with a 0 representing
--1.
-pad_to_nbits is used to prepend leading zeros to ensure packed strings of
-fixed width. The minimum value for pad_to_nbits is 4, since a single hex
-digit is four bits. reverse can be used to reverse the array prior to
-packing.</p>
-<p>Examples:
-array2hexstring([1, 1, 1, 0], DataType.BINARY, 4) = “0xeâ€
-array2hexstring([1, 1, 1, 0], DataType.BINARY, 8) = “0x0eâ€
-array2hexstring([1, 1, 0, 1], DataType.BINARY, 4, reverse=True) = “0xbâ€
-array2hexstring([1, 1, 1, 0], DataType.BINARY, 8, reverse=True) = “0x07â€</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.finnpy_to_packed_bytearray">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">finnpy_to_packed_bytearray</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.finnpy_to_packed_bytearray" title="Permalink to this definition">¶</a></dt>
-<dd><p>Given a numpy ndarray with FINN DataType dtype, pack the innermost
-dimension and return the packed representation as an ndarray of uint8.
-The packed innermost dimension will be padded to the nearest multiple
-of 8 bits. The returned ndarray has the same number of dimensions as the
-input.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.hexstring2npbytearray">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">hexstring2npbytearray</code><span class="sig-paren">(</span><em class="sig-param">hexstring</em>, <em class="sig-param">remove_prefix='0x'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.hexstring2npbytearray" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert a hex string into a NumPy array of dtype uint8. Examples:</p>
-<p>hexstring2npbytearray(“0f01â€) = array([15, 1], dtype=uint8)</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.npbytearray2hexstring">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">npbytearray2hexstring</code><span class="sig-paren">(</span><em class="sig-param">npbytearray</em>, <em class="sig-param">prefix='0x'</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.npbytearray2hexstring" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert a NumPy array of uint8 dtype into a hex string. Examples:</p>
-<p>npbytearray2hexstring(array([15, 1], dtype=uint8)) = “0x0f01â€</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.npy_to_rtlsim_input">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">npy_to_rtlsim_input</code><span class="sig-paren">(</span><em class="sig-param">input_file</em>, <em class="sig-param">input_dtype</em>, <em class="sig-param">pad_to_nbits</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.npy_to_rtlsim_input" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert the multidimensional NumPy array of integers (stored as floats)
-from input_file into a flattened sequence of Python arbitrary-precision
-integers, packing the innermost dimension. See
-finn.util.basic.pack_innermost_dim_as_hex_string() for more info on how the
-packing works. If reverse_inner is set, the innermost dimension will be
-reversed prior to packing.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.numpy_to_hls_code">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">numpy_to_hls_code</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">hls_var_name</em>, <em class="sig-param">pack_innermost_dim=True</em>, <em class="sig-param">no_decl=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.numpy_to_hls_code" title="Permalink to this definition">¶</a></dt>
-<dd><p>Return C++ code representation of a numpy ndarray with FINN DataType
-dtype, using hls_var_name as the resulting C++ variable name. If
-pack_innermost_dim is specified, the innermost dimension of the ndarray
-will be packed into a hex string using array2hexstring. If no_decl is
-set to True, no variable name and type will be generated as part of the
-emitted string.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.pack_innermost_dim_as_hex_string">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">pack_innermost_dim_as_hex_string</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">pad_to_nbits</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.pack_innermost_dim_as_hex_string" title="Permalink to this definition">¶</a></dt>
-<dd><p>Pack the innermost dimension of the given numpy ndarray into hex
-strings using array2hexstring. Examples:</p>
-<p>A = [[1, 1, 1, 0], [0, 1, 1, 0]]
-eA = [“0eâ€, “06â€]
-pack_innermost_dim_as_hex_string(A, DataType.BINARY, 8) == eA
-B = [[[3, 3], [3, 3]], [[1, 3], [3, 1]]]
-eB = [[ “0fâ€, “0fâ€], [“07â€, “0dâ€]]
-pack_innermost_dim_as_hex_string(B, DataType.UINT2, 8) == eB</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.packed_bytearray_to_finnpy">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">packed_bytearray_to_finnpy</code><span class="sig-paren">(</span><em class="sig-param">packed_bytearray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">output_shape=None</em>, <em class="sig-param">reverse_inner=False</em>, <em class="sig-param">reverse_endian=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.packed_bytearray_to_finnpy" title="Permalink to this definition">¶</a></dt>
-<dd><p>Given a packed numpy uint8 ndarray, unpack it into a FINN array of
-given DataType. output_shape can be specified to remove padding from the
-packed dimension, or set to None to be inferred from the input.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.rtlsim_output_to_npy">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">rtlsim_output_to_npy</code><span class="sig-paren">(</span><em class="sig-param">output</em>, <em class="sig-param">path</em>, <em class="sig-param">dtype</em>, <em class="sig-param">shape</em>, <em class="sig-param">packedBits</em>, <em class="sig-param">targetBits</em>, <em class="sig-param">reverse_inner=True</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.rtlsim_output_to_npy" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert a flattened sequence of Python arbitrary-precision integers
-output into a NumPy array, saved as npy file at path. Each arbitrary-precision
-integer is assumed to be a packed array of targetBits-bit elements, which
-will be unpacked as the innermost dimension of the NumPy array.</p>
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.data_packing.unpack_innermost_dim_from_hex_string">
-<code class="sig-prename descclassname">finn.util.data_packing.</code><code class="sig-name descname">unpack_innermost_dim_from_hex_string</code><span class="sig-paren">(</span><em class="sig-param">ndarray</em>, <em class="sig-param">dtype</em>, <em class="sig-param">out_shape</em>, <em class="sig-param">reverse_inner=False</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.data_packing.unpack_innermost_dim_from_hex_string" title="Permalink to this definition">¶</a></dt>
-<dd><p>Convert a NumPy array of hex strings into a FINN NumPy array by unpacking
-the hex strings into the specified data type. out_shape can be specified
-such that any padding in the packing dimension is removed. If reverse_inner
-is set, the innermost unpacked dimension will be reversed.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.util.fpgadataflow">
-<span id="finn-util-fpgadataflow-module"></span><h2>finn.util.fpgadataflow module<a class="headerlink" href="#module-finn.util.fpgadataflow" title="Permalink to this headline">¶</a></h2>
-<dl class="class">
-<dt id="finn.util.fpgadataflow.IPGenBuilder">
-<em class="property">class </em><code class="sig-prename descclassname">finn.util.fpgadataflow.</code><code class="sig-name descname">IPGenBuilder</code><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="method">
-<dt id="finn.util.fpgadataflow.IPGenBuilder.append_tcl">
-<code class="sig-name descname">append_tcl</code><span class="sig-paren">(</span><em class="sig-param">tcl_script</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder.append_tcl" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.util.fpgadataflow.IPGenBuilder.build">
-<code class="sig-name descname">build</code><span class="sig-paren">(</span><em class="sig-param">code_gen_dir</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder.build" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="method">
-<dt id="finn.util.fpgadataflow.IPGenBuilder.set_ipgen_path">
-<code class="sig-name descname">set_ipgen_path</code><span class="sig-paren">(</span><em class="sig-param">path</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.IPGenBuilder.set_ipgen_path" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="function">
-<dt id="finn.util.fpgadataflow.pyverilate_stitched_ip">
-<code class="sig-prename descclassname">finn.util.fpgadataflow.</code><code class="sig-name descname">pyverilate_stitched_ip</code><span class="sig-paren">(</span><em class="sig-param">model</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.fpgadataflow.pyverilate_stitched_ip" title="Permalink to this definition">¶</a></dt>
-<dd><p>Given a model with stitched IP, return a PyVerilator sim object.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.util.onnx">
-<span id="finn-util-onnx-module"></span><h2>finn.util.onnx module<a class="headerlink" href="#module-finn.util.onnx" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.util.onnx.valueinfo_to_tensor">
-<code class="sig-prename descclassname">finn.util.onnx.</code><code class="sig-name descname">valueinfo_to_tensor</code><span class="sig-paren">(</span><em class="sig-param">vi</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.onnx.valueinfo_to_tensor" title="Permalink to this definition">¶</a></dt>
-<dd><p>Creates an all-zeroes numpy tensor from a ValueInfoProto.</p>
-</dd></dl>
-
-</div>
-<div class="section" id="module-finn.util.test">
-<span id="finn-util-test-module"></span><h2>finn.util.test module<a class="headerlink" href="#module-finn.util.test" title="Permalink to this headline">¶</a></h2>
-<dl class="function">
-<dt id="finn.util.test.get_test_model_def_fxn">
-<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_test_model_def_fxn</code><span class="sig-paren">(</span><em class="sig-param">netname</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_test_model_def_fxn" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="function">
-<dt id="finn.util.test.get_test_model_trained">
-<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_test_model_trained</code><span class="sig-paren">(</span><em class="sig-param">netname</em>, <em class="sig-param">wbits</em>, <em class="sig-param">abits</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_test_model_trained" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="function">
-<dt id="finn.util.test.get_test_model_untrained">
-<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_test_model_untrained</code><span class="sig-paren">(</span><em class="sig-param">netname</em>, <em class="sig-param">wbits</em>, <em class="sig-param">abits</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_test_model_untrained" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="function">
-<dt id="finn.util.test.get_trained_checkpoint">
-<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_trained_checkpoint</code><span class="sig-paren">(</span><em class="sig-param">netname</em>, <em class="sig-param">wbits</em>, <em class="sig-param">abits</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_trained_checkpoint" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
</div>
<div class="section" id="module-finn.util">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-finn.util" title="Permalink to this headline">¶</a></h2>
@@ -435,8 +179,10 @@ is set, the innermost unpacked dimension will be reversed.</p>
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+
+ <div class="section" id="module-finn.util.onnx">
+<span id="finn-util-onnx-module"></span><h1>finn.util.onnx module<a class="headerlink" href="#module-finn.util.onnx" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.util.onnx.valueinfo_to_tensor">
+<code class="sig-prename descclassname">finn.util.onnx.</code><code class="sig-name descname">valueinfo_to_tensor</code><span class="sig-paren">(</span><em class="sig-param">vi</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.onnx.valueinfo_to_tensor" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates an all-zeroes numpy tensor from a ValueInfoProto.</p>
+</dd></dl>
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+
+ <div class="section" id="module-finn.util.test">
+<span id="finn-util-test-module"></span><h1>finn.util.test module<a class="headerlink" href="#module-finn.util.test" title="Permalink to this headline">¶</a></h1>
+<dl class="function">
+<dt id="finn.util.test.get_test_model_def_fxn">
+<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_test_model_def_fxn</code><span class="sig-paren">(</span><em class="sig-param">netname</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_test_model_def_fxn" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="function">
+<dt id="finn.util.test.get_test_model_trained">
+<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_test_model_trained</code><span class="sig-paren">(</span><em class="sig-param">netname</em>, <em class="sig-param">wbits</em>, <em class="sig-param">abits</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_test_model_trained" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="function">
+<dt id="finn.util.test.get_test_model_untrained">
+<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_test_model_untrained</code><span class="sig-paren">(</span><em class="sig-param">netname</em>, <em class="sig-param">wbits</em>, <em class="sig-param">abits</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_test_model_untrained" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="function">
+<dt id="finn.util.test.get_trained_checkpoint">
+<code class="sig-prename descclassname">finn.util.test.</code><code class="sig-name descname">get_trained_checkpoint</code><span class="sig-paren">(</span><em class="sig-param">netname</em>, <em class="sig-param">wbits</em>, <em class="sig-param">abits</em><span class="sig-paren">)</span><a class="headerlink" href="#finn.util.test.get_trained_checkpoint" title="Permalink to this definition">¶</a></dt>
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diff --git a/docs/finn/_build/html/source_code/modules.html b/docs/finn/_build/html/source_code/modules.html
index bd87c9b3e5e673db0ea2763e3da5a2429f14c828..9ab863aa306fe29cdb85a752d7028312408b574d 100644
--- a/docs/finn/_build/html/source_code/modules.html
+++ b/docs/finn/_build/html/source_code/modules.html
@@ -155,51 +155,28 @@
<li class="toctree-l3"><a class="reference internal" href="finn.analysis.html">finn.analysis package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="finn.analysis.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.analysis.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.analysis.html#module-finn.analysis.topology">finn.analysis.topology module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.analysis.html#module-finn.analysis.verify_custom_nodes">finn.analysis.verify_custom_nodes module</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.analysis.html#module-finn.analysis">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="finn.core.html">finn.core package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="finn.core.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core.datatype">finn.core.datatype module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core.execute_custom_node">finn.core.execute_custom_node module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core.modelwrapper">finn.core.modelwrapper module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core.onnx_exec">finn.core.onnx_exec module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core.remote_exec">finn.core.remote_exec module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core.rtlsim_exec">finn.core.rtlsim_exec module</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.core.html#module-finn.core">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="finn.custom_op.html">finn.custom_op package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.multithreshold">finn.custom_op.multithreshold module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.registry">finn.custom_op.registry module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.streamingdataflowpartition">finn.custom_op.streamingdataflowpartition module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op.xnorpopcount">finn.custom_op.xnorpopcount module</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.custom_op.html#module-finn.custom_op">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="finn.transformation.html">finn.transformation package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#subpackages">Subpackages</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.batchnorm_to_affine">finn.transformation.batchnorm_to_affine module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.bipolar_to_xnor">finn.transformation.bipolar_to_xnor module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.fold_constants">finn.transformation.fold_constants module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.general">finn.transformation.general module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.infer_datatypes">finn.transformation.infer_datatypes module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation.infer_shapes">finn.transformation.infer_shapes module</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.transformation.html#module-finn.transformation">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="finn.util.html">finn.util package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="finn.util.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.util.html#module-finn.util.basic">finn.util.basic module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.util.html#module-finn.util.data_packing">finn.util.data_packing module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.util.html#module-finn.util.fpgadataflow">finn.util.fpgadataflow module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.util.html#module-finn.util.onnx">finn.util.onnx module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="finn.util.html#module-finn.util.test">finn.util.test module</a></li>
<li class="toctree-l4"><a class="reference internal" href="finn.util.html#module-finn.util">Module contents</a></li>
</ul>
</li>
diff --git a/docs/finn/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.rst b/docs/finn/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.rst
new file mode 100644
index 0000000000000000000000000000000000000000..616064c16dfb61e9d66d7a8f9e76addd48e93ef9
--- /dev/null
+++ b/docs/finn/source_code/finn.analysis.fpgadataflow.hls_synth_res_estimation.rst
@@ -0,0 +1,7 @@
+finn.analysis.fpgadataflow.hls\_synth\_res\_estimation module
+=============================================================
+
+.. automodule:: finn.analysis.fpgadataflow.hls_synth_res_estimation
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.analysis.fpgadataflow.res_estimation.rst b/docs/finn/source_code/finn.analysis.fpgadataflow.res_estimation.rst
new file mode 100644
index 0000000000000000000000000000000000000000..eb5b773b123cc686116313d1043b668601fc229f
--- /dev/null
+++ b/docs/finn/source_code/finn.analysis.fpgadataflow.res_estimation.rst
@@ -0,0 +1,7 @@
+finn.analysis.fpgadataflow.res\_estimation module
+=================================================
+
+.. automodule:: finn.analysis.fpgadataflow.res_estimation
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.analysis.fpgadataflow.rst b/docs/finn/source_code/finn.analysis.fpgadataflow.rst
index cd8075d753f617f4e97a851e9b54139c966a18b2..4f5cd7cbbf2ab61770ab519e287e884f839ba2c0 100644
--- a/docs/finn/source_code/finn.analysis.fpgadataflow.rst
+++ b/docs/finn/source_code/finn.analysis.fpgadataflow.rst
@@ -4,22 +4,10 @@ finn.analysis.fpgadataflow package
Submodules
----------
-finn.analysis.fpgadataflow.hls\_synth\_res\_estimation module
--------------------------------------------------------------
-
-.. automodule:: finn.analysis.fpgadataflow.hls_synth_res_estimation
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.analysis.fpgadataflow.res\_estimation module
--------------------------------------------------
-
-.. automodule:: finn.analysis.fpgadataflow.res_estimation
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.analysis.fpgadataflow.hls_synth_res_estimation
+ finn.analysis.fpgadataflow.res_estimation
Module contents
---------------
diff --git a/docs/finn/source_code/finn.analysis.rst b/docs/finn/source_code/finn.analysis.rst
index e4eec7717a1119de8ef5381b67361973a9ac29c5..0799598595ff5f01dc23543bb5de9a14b3d8b863 100644
--- a/docs/finn/source_code/finn.analysis.rst
+++ b/docs/finn/source_code/finn.analysis.rst
@@ -11,22 +11,10 @@ Subpackages
Submodules
----------
-finn.analysis.topology module
------------------------------
-
-.. automodule:: finn.analysis.topology
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.analysis.verify\_custom\_nodes module
-------------------------------------------
-
-.. automodule:: finn.analysis.verify_custom_nodes
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.analysis.topology
+ finn.analysis.verify_custom_nodes
Module contents
---------------
diff --git a/docs/finn/source_code/finn.analysis.topology.rst b/docs/finn/source_code/finn.analysis.topology.rst
new file mode 100644
index 0000000000000000000000000000000000000000..896f3fb8d704c23a58f10f9513fd00ca7f7b99b0
--- /dev/null
+++ b/docs/finn/source_code/finn.analysis.topology.rst
@@ -0,0 +1,7 @@
+finn.analysis.topology module
+=============================
+
+.. automodule:: finn.analysis.topology
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.analysis.verify_custom_nodes.rst b/docs/finn/source_code/finn.analysis.verify_custom_nodes.rst
new file mode 100644
index 0000000000000000000000000000000000000000..60e1a33e25e6f8751aadd3e0181225af6e24e779
--- /dev/null
+++ b/docs/finn/source_code/finn.analysis.verify_custom_nodes.rst
@@ -0,0 +1,7 @@
+finn.analysis.verify\_custom\_nodes module
+==========================================
+
+.. automodule:: finn.analysis.verify_custom_nodes
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.core.datatype.rst b/docs/finn/source_code/finn.core.datatype.rst
new file mode 100644
index 0000000000000000000000000000000000000000..d55952ecf81556365510a3191f2b2a75a6873f72
--- /dev/null
+++ b/docs/finn/source_code/finn.core.datatype.rst
@@ -0,0 +1,7 @@
+finn.core.datatype module
+=========================
+
+.. automodule:: finn.core.datatype
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.core.execute_custom_node.rst b/docs/finn/source_code/finn.core.execute_custom_node.rst
new file mode 100644
index 0000000000000000000000000000000000000000..94d8ea143fadf32caf874036d6f652de9561bc1f
--- /dev/null
+++ b/docs/finn/source_code/finn.core.execute_custom_node.rst
@@ -0,0 +1,7 @@
+finn.core.execute\_custom\_node module
+======================================
+
+.. automodule:: finn.core.execute_custom_node
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.core.modelwrapper.rst b/docs/finn/source_code/finn.core.modelwrapper.rst
new file mode 100644
index 0000000000000000000000000000000000000000..5bd74864ba63eda5b8a03093d02a6c54dabda973
--- /dev/null
+++ b/docs/finn/source_code/finn.core.modelwrapper.rst
@@ -0,0 +1,7 @@
+finn.core.modelwrapper module
+=============================
+
+.. automodule:: finn.core.modelwrapper
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.core.onnx_exec.rst b/docs/finn/source_code/finn.core.onnx_exec.rst
new file mode 100644
index 0000000000000000000000000000000000000000..87bf9d29dcf450d92529ce7987df8f59832ddd1a
--- /dev/null
+++ b/docs/finn/source_code/finn.core.onnx_exec.rst
@@ -0,0 +1,7 @@
+finn.core.onnx\_exec module
+===========================
+
+.. automodule:: finn.core.onnx_exec
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.core.remote_exec.rst b/docs/finn/source_code/finn.core.remote_exec.rst
new file mode 100644
index 0000000000000000000000000000000000000000..39c470eb0e4cc32c4d604dc3df7a7c9a51532d27
--- /dev/null
+++ b/docs/finn/source_code/finn.core.remote_exec.rst
@@ -0,0 +1,7 @@
+finn.core.remote\_exec module
+=============================
+
+.. automodule:: finn.core.remote_exec
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.core.rst b/docs/finn/source_code/finn.core.rst
index 6563d7a4342048e37e4eac5da6b47cf9798cdd73..acb9de8a753c6269411e35d45621c84f2ff4e0bc 100644
--- a/docs/finn/source_code/finn.core.rst
+++ b/docs/finn/source_code/finn.core.rst
@@ -4,54 +4,14 @@ finn.core package
Submodules
----------
-finn.core.datatype module
--------------------------
-
-.. automodule:: finn.core.datatype
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.execute\_custom\_node module
---------------------------------------
-
-.. automodule:: finn.core.execute_custom_node
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.modelwrapper module
------------------------------
-
-.. automodule:: finn.core.modelwrapper
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.onnx\_exec module
----------------------------
-
-.. automodule:: finn.core.onnx_exec
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.remote\_exec module
------------------------------
-
-.. automodule:: finn.core.remote_exec
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.core.rtlsim\_exec module
------------------------------
-
-.. automodule:: finn.core.rtlsim_exec
- :members:
- :undoc-members:
- :show-inheritance:
-
+.. toctree::
+
+ finn.core.datatype
+ finn.core.execute_custom_node
+ finn.core.modelwrapper
+ finn.core.onnx_exec
+ finn.core.remote_exec
+ finn.core.rtlsim_exec
Module contents
---------------
diff --git a/docs/finn/source_code/finn.core.rtlsim_exec.rst b/docs/finn/source_code/finn.core.rtlsim_exec.rst
new file mode 100644
index 0000000000000000000000000000000000000000..9d4acef6e8a61b537280ab441d7bb0bbf48158cf
--- /dev/null
+++ b/docs/finn/source_code/finn.core.rtlsim_exec.rst
@@ -0,0 +1,7 @@
+finn.core.rtlsim\_exec module
+=============================
+
+.. automodule:: finn.core.rtlsim_exec
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.rst b/docs/finn/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.rst
new file mode 100644
index 0000000000000000000000000000000000000000..aa36e86ee210e242ae7fd3e8447bb23663a7eb2c
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.fpgadataflow.convolutioninputgenerator.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.convolutioninputgenerator module
+=============================================================
+
+.. automodule:: finn.custom_op.fpgadataflow.convolutioninputgenerator
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.fpgadataflow.rst b/docs/finn/source_code/finn.custom_op.fpgadataflow.rst
index 632c021beb247e077f87c5af68d62bc51f88ecdc..79a05080b620797c79c6c7624a19010dbe3230d8 100644
--- a/docs/finn/source_code/finn.custom_op.fpgadataflow.rst
+++ b/docs/finn/source_code/finn.custom_op.fpgadataflow.rst
@@ -4,46 +4,13 @@ finn.custom\_op.fpgadataflow package
Submodules
----------
-finn.custom\_op.fpgadataflow.convolutioninputgenerator module
--------------------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.convolutioninputgenerator
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.streamingfclayer\_batch module
------------------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.streamingfclayer_batch
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.streamingmaxpool\_batch module
------------------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.streamingmaxpool_batch
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.templates module
----------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.templates
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.fpgadataflow.tlastmarker module
------------------------------------------------
-
-.. automodule:: finn.custom_op.fpgadataflow.tlastmarker
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.custom_op.fpgadataflow.convolutioninputgenerator
+ finn.custom_op.fpgadataflow.streamingfclayer_batch
+ finn.custom_op.fpgadataflow.streamingmaxpool_batch
+ finn.custom_op.fpgadataflow.templates
+ finn.custom_op.fpgadataflow.tlastmarker
Module contents
---------------
diff --git a/docs/finn/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.rst b/docs/finn/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.rst
new file mode 100644
index 0000000000000000000000000000000000000000..45a9a963a5a36e5152ff77dbe6b8ec08b1f60611
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.fpgadataflow.streamingfclayer_batch.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.streamingfclayer\_batch module
+===========================================================
+
+.. automodule:: finn.custom_op.fpgadataflow.streamingfclayer_batch
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.rst b/docs/finn/source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.rst
new file mode 100644
index 0000000000000000000000000000000000000000..5bf7f666a42188a8a0e6ae2369d94fe2881694e9
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.fpgadataflow.streamingmaxpool_batch.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.streamingmaxpool\_batch module
+===========================================================
+
+.. automodule:: finn.custom_op.fpgadataflow.streamingmaxpool_batch
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.fpgadataflow.templates.rst b/docs/finn/source_code/finn.custom_op.fpgadataflow.templates.rst
new file mode 100644
index 0000000000000000000000000000000000000000..a630867a416a59c0d9b789289b48a930c6aca253
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.fpgadataflow.templates.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.templates module
+=============================================
+
+.. automodule:: finn.custom_op.fpgadataflow.templates
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.fpgadataflow.tlastmarker.rst b/docs/finn/source_code/finn.custom_op.fpgadataflow.tlastmarker.rst
new file mode 100644
index 0000000000000000000000000000000000000000..8a087851c655080c70b434028fdae4315bd69f57
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.fpgadataflow.tlastmarker.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.fpgadataflow.tlastmarker module
+===============================================
+
+.. automodule:: finn.custom_op.fpgadataflow.tlastmarker
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.multithreshold.rst b/docs/finn/source_code/finn.custom_op.multithreshold.rst
new file mode 100644
index 0000000000000000000000000000000000000000..3cdf3cee7259a98c3e9bc95d2b1833a03fcfad98
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.multithreshold.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.multithreshold module
+=====================================
+
+.. automodule:: finn.custom_op.multithreshold
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.registry.rst b/docs/finn/source_code/finn.custom_op.registry.rst
new file mode 100644
index 0000000000000000000000000000000000000000..7805e833b8d19b4a99de2466ce164e81911c179c
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.registry.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.registry module
+===============================
+
+.. automodule:: finn.custom_op.registry
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.rst b/docs/finn/source_code/finn.custom_op.rst
index a984822aee2962c945a66deb50a3fd1233d5d2d0..fd2f070f2add73b0e28fc030ec2e2cab14d2c112 100644
--- a/docs/finn/source_code/finn.custom_op.rst
+++ b/docs/finn/source_code/finn.custom_op.rst
@@ -11,38 +11,12 @@ Subpackages
Submodules
----------
-finn.custom\_op.multithreshold module
--------------------------------------
-
-.. automodule:: finn.custom_op.multithreshold
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.registry module
--------------------------------
-
-.. automodule:: finn.custom_op.registry
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.streamingdataflowpartition module
--------------------------------------------------
-
-.. automodule:: finn.custom_op.streamingdataflowpartition
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.custom\_op.xnorpopcount module
------------------------------------
-
-.. automodule:: finn.custom_op.xnorpopcount
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.custom_op.multithreshold
+ finn.custom_op.registry
+ finn.custom_op.streamingdataflowpartition
+ finn.custom_op.xnorpopcount
Module contents
---------------
diff --git a/docs/finn/source_code/finn.custom_op.streamingdataflowpartition.rst b/docs/finn/source_code/finn.custom_op.streamingdataflowpartition.rst
new file mode 100644
index 0000000000000000000000000000000000000000..1d07f01ce187842777676949195765bd7f841e6e
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.streamingdataflowpartition.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.streamingdataflowpartition module
+=================================================
+
+.. automodule:: finn.custom_op.streamingdataflowpartition
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.custom_op.xnorpopcount.rst b/docs/finn/source_code/finn.custom_op.xnorpopcount.rst
new file mode 100644
index 0000000000000000000000000000000000000000..d916082782081f7ef2fb3fe02070abf4baf8e03f
--- /dev/null
+++ b/docs/finn/source_code/finn.custom_op.xnorpopcount.rst
@@ -0,0 +1,7 @@
+finn.custom\_op.xnorpopcount module
+===================================
+
+.. automodule:: finn.custom_op.xnorpopcount
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.batchnorm_to_affine.rst b/docs/finn/source_code/finn.transformation.batchnorm_to_affine.rst
new file mode 100644
index 0000000000000000000000000000000000000000..8d0ecfb75c7c6af460ff7d96a1dd45d008bc50ef
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.batchnorm_to_affine.rst
@@ -0,0 +1,7 @@
+finn.transformation.batchnorm\_to\_affine module
+================================================
+
+.. automodule:: finn.transformation.batchnorm_to_affine
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.bipolar_to_xnor.rst b/docs/finn/source_code/finn.transformation.bipolar_to_xnor.rst
new file mode 100644
index 0000000000000000000000000000000000000000..dc34f4def8d87339c3dc6d6a69ea97238f449ecd
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.bipolar_to_xnor.rst
@@ -0,0 +1,7 @@
+finn.transformation.bipolar\_to\_xnor module
+============================================
+
+.. automodule:: finn.transformation.bipolar_to_xnor
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fold_constants.rst b/docs/finn/source_code/finn.transformation.fold_constants.rst
new file mode 100644
index 0000000000000000000000000000000000000000..792f8bfe03d04735c9571a8016ecc941a88ffd25
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fold_constants.rst
@@ -0,0 +1,7 @@
+finn.transformation.fold\_constants module
+==========================================
+
+.. automodule:: finn.transformation.fold_constants
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.cleanup.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.cleanup.rst
new file mode 100644
index 0000000000000000000000000000000000000000..38cc49897e6d52dfdc8e4c4694458ff3df81e6f1
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.cleanup.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.cleanup module
+===============================================
+
+.. automodule:: finn.transformation.fpgadataflow.cleanup
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_ipgen.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_ipgen.rst
new file mode 100644
index 0000000000000000000000000000000000000000..158ad7602cfa17fe3c6c1e0232b46d6a0c1743ce
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_ipgen.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.codegen\_ipgen module
+======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.codegen_ipgen
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.rst
new file mode 100644
index 0000000000000000000000000000000000000000..d3f7434e3b02759206119ee08591a7494e7307ad
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_ipstitch.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.codegen\_ipstitch module
+=========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.codegen_ipstitch
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_npysim.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_npysim.rst
new file mode 100644
index 0000000000000000000000000000000000000000..28796da29a9f01ba47d2c5236db01f639f653d3b
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.codegen_npysim.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.codegen\_npysim module
+=======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.codegen_npysim
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.compile.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.compile.rst
new file mode 100644
index 0000000000000000000000000000000000000000..3d36a046be002093b813b0b97539b869f115ba77
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.compile.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.compile module
+===============================================
+
+.. automodule:: finn.transformation.fpgadataflow.compile
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.rst
new file mode 100644
index 0000000000000000000000000000000000000000..0ae11a41bf3e3720fa97dfda2406af9ce67327a8
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.convert_to_hls_layers.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.convert\_to\_hls\_layers module
+================================================================
+
+.. automodule:: finn.transformation.fpgadataflow.convert_to_hls_layers
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.rst
new file mode 100644
index 0000000000000000000000000000000000000000..4827fd5b2cc335fba321835f472da6dfd1e821af
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.create_dataflow_partition.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.create\_dataflow\_partition module
+===================================================================
+
+.. automodule:: finn.transformation.fpgadataflow.create_dataflow_partition
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst
new file mode 100644
index 0000000000000000000000000000000000000000..47af9049f0f77e66343868d877ab43d6a03ef299
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.hlssynth_ipgen.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.hlssynth\_ipgen module
+=======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.hlssynth_ipgen
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.rst
new file mode 100644
index 0000000000000000000000000000000000000000..d4bd00b8c3e3467df421f0efb9fd993851d5e44d
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.insert_tlastmarker.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.insert\_tlastmarker module
+===========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.insert_tlastmarker
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.make_deployment.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.make_deployment.rst
new file mode 100644
index 0000000000000000000000000000000000000000..130c91989090a9b1d73d12e413227c8008161930
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.make_deployment.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.make\_deployment module
+========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.make_deployment
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.make_pynq_driver.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.make_pynq_driver.rst
new file mode 100644
index 0000000000000000000000000000000000000000..5238f08460a4ff9580273891461e2a3409605834
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.make_pynq_driver.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.make\_pynq\_driver module
+==========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.make_pynq_driver
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.make_pynq_proj.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.make_pynq_proj.rst
new file mode 100644
index 0000000000000000000000000000000000000000..1d040887f9a2ab2d33bf4ff9ea69ac835cbba8a7
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.make_pynq_proj.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.make\_pynq\_proj module
+========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.make_pynq_proj
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.rst
index 435eacf2c4684a3fc9a855f4eee153cb52ea7772..f99673391cc42d9724eb5e584f910b9aa36721c3 100644
--- a/docs/finn/source_code/finn.transformation.fpgadataflow.rst
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.rst
@@ -4,126 +4,23 @@ finn.transformation.fpgadataflow package
Submodules
----------
-finn.transformation.fpgadataflow.cleanup module
------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.cleanup
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.codegen\_ipgen module
-------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.codegen_ipgen
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.codegen\_ipstitch module
----------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.codegen_ipstitch
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.codegen\_npysim module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.codegen_npysim
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.compile module
------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.compile
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.convert\_to\_hls\_layers module
-----------------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.convert_to_hls_layers
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.create\_dataflow\_partition module
--------------------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.create_dataflow_partition
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.hlssynth\_ipgen module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.hlssynth_ipgen
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.insert\_tlastmarker module
------------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.insert_tlastmarker
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.make\_deployment module
---------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.make_deployment
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.make\_pynq\_driver module
-----------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.make_pynq_driver
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.make\_pynq\_proj module
---------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.make_pynq_proj
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.set\_exec\_mode module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.set_exec_mode
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.synth\_pynq\_proj module
----------------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.synth_pynq_proj
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fpgadataflow.templates module
--------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.templates
- :members:
- :undoc-members:
- :show-inheritance:
-
+.. toctree::
+
+ finn.transformation.fpgadataflow.cleanup
+ finn.transformation.fpgadataflow.codegen_ipgen
+ finn.transformation.fpgadataflow.codegen_ipstitch
+ finn.transformation.fpgadataflow.codegen_npysim
+ finn.transformation.fpgadataflow.compile
+ finn.transformation.fpgadataflow.convert_to_hls_layers
+ finn.transformation.fpgadataflow.create_dataflow_partition
+ finn.transformation.fpgadataflow.hlssynth_ipgen
+ finn.transformation.fpgadataflow.insert_tlastmarker
+ finn.transformation.fpgadataflow.make_deployment
+ finn.transformation.fpgadataflow.make_pynq_driver
+ finn.transformation.fpgadataflow.make_pynq_proj
+ finn.transformation.fpgadataflow.set_exec_mode
+ finn.transformation.fpgadataflow.synth_pynq_proj
+ finn.transformation.fpgadataflow.templates
Module contents
---------------
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.set_exec_mode.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.set_exec_mode.rst
new file mode 100644
index 0000000000000000000000000000000000000000..7affa78b43e253b781deffce3044d9ca46319b96
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.set_exec_mode.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.set\_exec\_mode module
+=======================================================
+
+.. automodule:: finn.transformation.fpgadataflow.set_exec_mode
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst
new file mode 100644
index 0000000000000000000000000000000000000000..e902991a6920a7bf4617814df95ced28a7cd268c
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.synth_pynq_proj.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.synth\_pynq\_proj module
+=========================================================
+
+.. automodule:: finn.transformation.fpgadataflow.synth_pynq_proj
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.fpgadataflow.templates.rst b/docs/finn/source_code/finn.transformation.fpgadataflow.templates.rst
new file mode 100644
index 0000000000000000000000000000000000000000..a62f377830c8661f9a7f106e19d3c203a8019d81
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.fpgadataflow.templates.rst
@@ -0,0 +1,7 @@
+finn.transformation.fpgadataflow.templates module
+=================================================
+
+.. automodule:: finn.transformation.fpgadataflow.templates
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.general.rst b/docs/finn/source_code/finn.transformation.general.rst
new file mode 100644
index 0000000000000000000000000000000000000000..bfae28100b9e91d5b1d0b728d410a6ec472bc4d4
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.general.rst
@@ -0,0 +1,7 @@
+finn.transformation.general module
+==================================
+
+.. automodule:: finn.transformation.general
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.infer_datatypes.rst b/docs/finn/source_code/finn.transformation.infer_datatypes.rst
new file mode 100644
index 0000000000000000000000000000000000000000..939d1552157f21b451f4b583ade611b3ae41ab5d
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.infer_datatypes.rst
@@ -0,0 +1,7 @@
+finn.transformation.infer\_datatypes module
+===========================================
+
+.. automodule:: finn.transformation.infer_datatypes
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.infer_shapes.rst b/docs/finn/source_code/finn.transformation.infer_shapes.rst
new file mode 100644
index 0000000000000000000000000000000000000000..9469557061e450ba356c96f615a1f438be878047
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.infer_shapes.rst
@@ -0,0 +1,7 @@
+finn.transformation.infer\_shapes module
+========================================
+
+.. automodule:: finn.transformation.infer_shapes
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.rst b/docs/finn/source_code/finn.transformation.rst
index 172f6e300f3894dba3b13355120bcb4e23d737e1..da9618ed64e7dbe73ecb376ae9c3faa5992f4f31 100644
--- a/docs/finn/source_code/finn.transformation.rst
+++ b/docs/finn/source_code/finn.transformation.rst
@@ -12,54 +12,14 @@ Subpackages
Submodules
----------
-finn.transformation.batchnorm\_to\_affine module
-------------------------------------------------
-
-.. automodule:: finn.transformation.batchnorm_to_affine
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.bipolar\_to\_xnor module
---------------------------------------------
-
-.. automodule:: finn.transformation.bipolar_to_xnor
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.fold\_constants module
-------------------------------------------
-
-.. automodule:: finn.transformation.fold_constants
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.general module
-----------------------------------
-
-.. automodule:: finn.transformation.general
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.infer\_datatypes module
--------------------------------------------
-
-.. automodule:: finn.transformation.infer_datatypes
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.infer\_shapes module
-----------------------------------------
-
-.. automodule:: finn.transformation.infer_shapes
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.transformation.batchnorm_to_affine
+ finn.transformation.bipolar_to_xnor
+ finn.transformation.fold_constants
+ finn.transformation.general
+ finn.transformation.infer_datatypes
+ finn.transformation.infer_shapes
Module contents
---------------
diff --git a/docs/finn/source_code/finn.transformation.streamline.absorb.rst b/docs/finn/source_code/finn.transformation.streamline.absorb.rst
new file mode 100644
index 0000000000000000000000000000000000000000..597a98944b984b1c51b978f8986e300369b533cd
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.streamline.absorb.rst
@@ -0,0 +1,7 @@
+finn.transformation.streamline.absorb module
+============================================
+
+.. automodule:: finn.transformation.streamline.absorb
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.streamline.collapse_repeated.rst b/docs/finn/source_code/finn.transformation.streamline.collapse_repeated.rst
new file mode 100644
index 0000000000000000000000000000000000000000..a15f72aea74e99f5beef9109f06e2afa38de6619
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.streamline.collapse_repeated.rst
@@ -0,0 +1,7 @@
+finn.transformation.streamline.collapse\_repeated module
+========================================================
+
+.. automodule:: finn.transformation.streamline.collapse_repeated
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.streamline.reorder.rst b/docs/finn/source_code/finn.transformation.streamline.reorder.rst
new file mode 100644
index 0000000000000000000000000000000000000000..ac969e1329f444f48df00f7101b5cd1e3da5c363
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.streamline.reorder.rst
@@ -0,0 +1,7 @@
+finn.transformation.streamline.reorder module
+=============================================
+
+.. automodule:: finn.transformation.streamline.reorder
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.streamline.round_thresholds.rst b/docs/finn/source_code/finn.transformation.streamline.round_thresholds.rst
new file mode 100644
index 0000000000000000000000000000000000000000..031c65d077f63a3f120211e2ab122c291c5a96e1
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.streamline.round_thresholds.rst
@@ -0,0 +1,7 @@
+finn.transformation.streamline.round\_thresholds module
+=======================================================
+
+.. automodule:: finn.transformation.streamline.round_thresholds
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.transformation.streamline.rst b/docs/finn/source_code/finn.transformation.streamline.rst
index 33e5930952e01881dfb7e1b19eae11ebc25ac4e0..5b3a88384a38950fb6aa4084093181650319bd27 100644
--- a/docs/finn/source_code/finn.transformation.streamline.rst
+++ b/docs/finn/source_code/finn.transformation.streamline.rst
@@ -4,46 +4,13 @@ finn.transformation.streamline package
Submodules
----------
-finn.transformation.streamline.absorb module
---------------------------------------------
-
-.. automodule:: finn.transformation.streamline.absorb
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.collapse\_repeated module
---------------------------------------------------------
-
-.. automodule:: finn.transformation.streamline.collapse_repeated
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.reorder module
----------------------------------------------
-
-.. automodule:: finn.transformation.streamline.reorder
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.round\_thresholds module
--------------------------------------------------------
-
-.. automodule:: finn.transformation.streamline.round_thresholds
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.transformation.streamline.sign\_to\_thres module
------------------------------------------------------
-
-.. automodule:: finn.transformation.streamline.sign_to_thres
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.transformation.streamline.absorb
+ finn.transformation.streamline.collapse_repeated
+ finn.transformation.streamline.reorder
+ finn.transformation.streamline.round_thresholds
+ finn.transformation.streamline.sign_to_thres
Module contents
---------------
diff --git a/docs/finn/source_code/finn.transformation.streamline.sign_to_thres.rst b/docs/finn/source_code/finn.transformation.streamline.sign_to_thres.rst
new file mode 100644
index 0000000000000000000000000000000000000000..166717eb352ed0044ad817dc36409a1860f3789c
--- /dev/null
+++ b/docs/finn/source_code/finn.transformation.streamline.sign_to_thres.rst
@@ -0,0 +1,7 @@
+finn.transformation.streamline.sign\_to\_thres module
+=====================================================
+
+.. automodule:: finn.transformation.streamline.sign_to_thres
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.util.basic.rst b/docs/finn/source_code/finn.util.basic.rst
new file mode 100644
index 0000000000000000000000000000000000000000..10e8e1ac1c9e9f7f449ce8f3a413424c529b3fa1
--- /dev/null
+++ b/docs/finn/source_code/finn.util.basic.rst
@@ -0,0 +1,7 @@
+finn.util.basic module
+======================
+
+.. automodule:: finn.util.basic
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.util.data_packing.rst b/docs/finn/source_code/finn.util.data_packing.rst
new file mode 100644
index 0000000000000000000000000000000000000000..6a39cc14b157646fc5305674a18b250d4a0b0946
--- /dev/null
+++ b/docs/finn/source_code/finn.util.data_packing.rst
@@ -0,0 +1,7 @@
+finn.util.data\_packing module
+==============================
+
+.. automodule:: finn.util.data_packing
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.util.fpgadataflow.rst b/docs/finn/source_code/finn.util.fpgadataflow.rst
new file mode 100644
index 0000000000000000000000000000000000000000..3472ed477b9680baa99a91ce70850bedc79daf6b
--- /dev/null
+++ b/docs/finn/source_code/finn.util.fpgadataflow.rst
@@ -0,0 +1,7 @@
+finn.util.fpgadataflow module
+=============================
+
+.. automodule:: finn.util.fpgadataflow
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.util.onnx.rst b/docs/finn/source_code/finn.util.onnx.rst
new file mode 100644
index 0000000000000000000000000000000000000000..057cb07cadcaf5819b21bb61878b0964eecbdace
--- /dev/null
+++ b/docs/finn/source_code/finn.util.onnx.rst
@@ -0,0 +1,7 @@
+finn.util.onnx module
+=====================
+
+.. automodule:: finn.util.onnx
+ :members:
+ :undoc-members:
+ :show-inheritance:
diff --git a/docs/finn/source_code/finn.util.rst b/docs/finn/source_code/finn.util.rst
index 1c85bcd44b63343ecab12ee12ba82c83d4fc984d..c66d189b3ae0c79b9890cf9b4885916a06f4768c 100644
--- a/docs/finn/source_code/finn.util.rst
+++ b/docs/finn/source_code/finn.util.rst
@@ -4,46 +4,13 @@ finn.util package
Submodules
----------
-finn.util.basic module
-----------------------
-
-.. automodule:: finn.util.basic
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.data\_packing module
-------------------------------
-
-.. automodule:: finn.util.data_packing
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.fpgadataflow module
------------------------------
-
-.. automodule:: finn.util.fpgadataflow
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.onnx module
----------------------
-
-.. automodule:: finn.util.onnx
- :members:
- :undoc-members:
- :show-inheritance:
-
-finn.util.test module
----------------------
-
-.. automodule:: finn.util.test
- :members:
- :undoc-members:
- :show-inheritance:
+.. toctree::
+ finn.util.basic
+ finn.util.data_packing
+ finn.util.fpgadataflow
+ finn.util.onnx
+ finn.util.test
Module contents
---------------
diff --git a/docs/finn/source_code/finn.util.test.rst b/docs/finn/source_code/finn.util.test.rst
new file mode 100644
index 0000000000000000000000000000000000000000..3fe1bc15e529a36546a589b0b43f26dee58b4511
--- /dev/null
+++ b/docs/finn/source_code/finn.util.test.rst
@@ -0,0 +1,7 @@
+finn.util.test module
+=====================
+
+.. automodule:: finn.util.test
+ :members:
+ :undoc-members:
+ :show-inheritance: