[Sphinx documentation] Update autogenerated rst files for source code

docs/finn/source_code/finn.analysis.fpgadataflow.rst

-Analysis - fpgadataflow 
+Analysis - fpgadataflow
 ***********************
 
 Analysis Passes (fpgadataflow)
 ==============================
 
 finn.analysis.fpgadataflow.hls\_synth\_res\_estimation
-------------------------------------------------------
+-------------------------------------------------------------
 
 .. automodule:: finn.analysis.fpgadataflow.hls_synth_res_estimation
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.analysis.fpgadataflow.post\_synth\_res
+--------------------------------------------------
+
+.. automodule:: finn.analysis.fpgadataflow.post_synth_res
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 finn.analysis.fpgadataflow.res\_estimation
-------------------------------------------
+-------------------------------------------------
 
 .. automodule:: finn.analysis.fpgadataflow.res_estimation
    :members:
    :undoc-members:
    :show-inheritance:
-

docs/finn/source_code/finn.analysis.rst

 ********
-Analysis 
+Analysis
 ********
 
 If you want to know more details about analysis passes, please take a look at section ":ref:`analysis_pass`" in chapter *Internals*.
@@ -8,7 +8,7 @@ Submodules
 ==========
 
 .. toctree::
-   :maxdepth: 2 
+   :maxdepth: 2
 
    finn.analysis.fpgadataflow
 
@@ -16,7 +16,7 @@ Analysis Passes
 ===============
 
 finn.analysis.topology
-----------------------
+-----------------------------
 
 .. automodule:: finn.analysis.topology
    :members:
@@ -24,10 +24,9 @@ finn.analysis.topology
    :show-inheritance:
 
 finn.analysis.verify\_custom\_nodes
------------------------------------
+------------------------------------------
 
 .. automodule:: finn.analysis.verify_custom_nodes
    :members:
    :undoc-members:
    :show-inheritance:
-

docs/finn/source_code/finn.core.rst

@@ -6,7 +6,7 @@ Modules
 =======
 
 finn.core.datatype
-------------------
+-------------------------
 
 .. automodule:: finn.core.datatype
    :members:
@@ -14,7 +14,7 @@ finn.core.datatype
    :show-inheritance:
 
 finn.core.execute\_custom\_node
--------------------------------
+--------------------------------------
 
 .. automodule:: finn.core.execute_custom_node
    :members:
@@ -22,9 +22,7 @@ finn.core.execute\_custom\_node
    :show-inheritance:
 
 finn.core.modelwrapper
-----------------------
-
-If you want to have more details about the module ModelWrapper, please have a look at section ":ref:`modelwrapper`" in chapter *Internals*.
+-----------------------------
 
 .. automodule:: finn.core.modelwrapper
    :members:
@@ -32,7 +30,7 @@ If you want to have more details about the module ModelWrapper, please have a lo
    :show-inheritance:
 
 finn.core.onnx\_exec
---------------------
+---------------------------
 
 .. automodule:: finn.core.onnx_exec
    :members:
@@ -40,7 +38,7 @@ finn.core.onnx\_exec
    :show-inheritance:
 
 finn.core.remote\_exec
-----------------------
+-----------------------------
 
 .. automodule:: finn.core.remote_exec
    :members:
@@ -48,9 +46,17 @@ finn.core.remote\_exec
    :show-inheritance:
 
 finn.core.rtlsim\_exec
-----------------------
+-----------------------------
 
 .. automodule:: finn.core.rtlsim_exec
    :members:
    :undoc-members:
    :show-inheritance:
+
+finn.core.throughput\_test
+---------------------------------
+
+.. automodule:: finn.core.throughput_test
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/finn/source_code/finn.custom_op.fpgadataflow.rst

@@ -14,7 +14,7 @@ Base Class
    :show-inheritance:
 
 finn.custom\_op.fpgadataflow.convolutioninputgenerator
-------------------------------------------------------
+-------------------------------------------------------------
 
 .. automodule:: finn.custom_op.fpgadataflow.convolutioninputgenerator
    :members:
@@ -22,7 +22,7 @@ finn.custom\_op.fpgadataflow.convolutioninputgenerator
    :show-inheritance:
 
 finn.custom\_op.fpgadataflow.streamingdatawidthconverter\_batch
----------------------------------------------------------------
+----------------------------------------------------------------------
 
 .. automodule:: finn.custom_op.fpgadataflow.streamingdatawidthconverter_batch
    :members:
@@ -30,15 +30,23 @@ finn.custom\_op.fpgadataflow.streamingdatawidthconverter\_batch
    :show-inheritance:
 
 finn.custom\_op.fpgadataflow.streamingfclayer\_batch
-----------------------------------------------------
+-----------------------------------------------------------
 
 .. automodule:: finn.custom_op.fpgadataflow.streamingfclayer_batch
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.custom\_op.fpgadataflow.streamingfifo
+-------------------------------------------------
+
+.. automodule:: finn.custom_op.fpgadataflow.streamingfifo
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 finn.custom\_op.fpgadataflow.streamingmaxpool\_batch
-----------------------------------------------------
+-----------------------------------------------------------
 
 .. automodule:: finn.custom_op.fpgadataflow.streamingmaxpool_batch
    :members:
@@ -46,7 +54,7 @@ finn.custom\_op.fpgadataflow.streamingmaxpool\_batch
    :show-inheritance:
 
 finn.custom\_op.fpgadataflow.templates
---------------------------------------
+---------------------------------------------
 
 .. automodule:: finn.custom_op.fpgadataflow.templates
    :members:
@@ -54,10 +62,9 @@ finn.custom\_op.fpgadataflow.templates
    :show-inheritance:
 
 finn.custom\_op.fpgadataflow.tlastmarker
-----------------------------------------
+-----------------------------------------------
 
 .. automodule:: finn.custom_op.fpgadataflow.tlastmarker
    :members:
    :undoc-members:
    :show-inheritance:
-

docs/finn/source_code/finn.custom_op.rst

@@ -21,9 +21,8 @@ Base Class
    :undoc-members:
    :show-inheritance:
 
-
 finn.custom\_op.im2col
-----------------------
+-----------------------------
 
 .. automodule:: finn.custom_op.im2col
    :members:
@@ -31,7 +30,7 @@ finn.custom\_op.im2col
    :show-inheritance:
 
 finn.custom\_op.maxpoolnhwc
----------------------------
+----------------------------------
 
 .. automodule:: finn.custom_op.maxpoolnhwc
    :members:
@@ -39,7 +38,7 @@ finn.custom\_op.maxpoolnhwc
    :show-inheritance:
 
 finn.custom\_op.multithreshold
-------------------------------
+-------------------------------------
 
 .. automodule:: finn.custom_op.multithreshold
    :members:
@@ -47,7 +46,7 @@ finn.custom\_op.multithreshold
    :show-inheritance:
 
 finn.custom\_op.registry
-------------------------
+-------------------------------
 
 .. automodule:: finn.custom_op.registry
    :members:
@@ -55,7 +54,7 @@ finn.custom\_op.registry
    :show-inheritance:
 
 finn.custom\_op.streamingdataflowpartition
-------------------------------------------
+-------------------------------------------------
 
 .. automodule:: finn.custom_op.streamingdataflowpartition
    :members:
@@ -63,11 +62,9 @@ finn.custom\_op.streamingdataflowpartition
    :show-inheritance:
 
 finn.custom\_op.xnorpopcount
-----------------------------
+-----------------------------------
 
 .. automodule:: finn.custom_op.xnorpopcount
    :members:
    :undoc-members:
    :show-inheritance:
-
-

docs/finn/source_code/finn.rst

@@ -14,4 +14,3 @@ Modules
    finn.custom_op
    finn.transformation
    finn.util
-

docs/finn/source_code/finn.transformation.fpgadataflow.rst

@@ -5,40 +5,24 @@ Transformation - fpgadataflow
 Transformations (fpgadataflow)
 ==============================
 
-finn.transformation.fpgadataflow.cleanup
-----------------------------------------
+finn.transformation.fpgadataflow.annotate\_resources
+-----------------------------------------------------------
 
-.. automodule:: finn.transformation.fpgadataflow.cleanup
+.. automodule:: finn.transformation.fpgadataflow.annotate_resources
    :members:
    :undoc-members:
    :show-inheritance:
 
-finn.transformation.fpgadataflow.prepare\_ip
+finn.transformation.fpgadataflow.cleanup
 -----------------------------------------------
 
-.. automodule:: finn.transformation.fpgadataflow.prepare_ip
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-finn.transformation.fpgadataflow.create\_stitched\_ip
---------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.create_stitched_ip
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-finn.transformation.fpgadataflow.prepare\_cppsim
-------------------------------------------------
-
-.. automodule:: finn.transformation.fpgadataflow.prepare_cppsim
+.. automodule:: finn.transformation.fpgadataflow.cleanup
    :members:
    :undoc-members:
    :show-inheritance:
 
 finn.transformation.fpgadataflow.compile\_cppsim
-----------------------------------------
+-------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.compile_cppsim
    :members:
@@ -46,7 +30,7 @@ finn.transformation.fpgadataflow.compile\_cppsim
    :show-inheritance:
 
 finn.transformation.fpgadataflow.convert\_to\_hls\_layers
----------------------------------------------------------
+----------------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.convert_to_hls_layers
    :members:
@@ -54,15 +38,23 @@ finn.transformation.fpgadataflow.convert\_to\_hls\_layers
    :show-inheritance:
 
 finn.transformation.fpgadataflow.create\_dataflow\_partition
-------------------------------------------------------------
+-------------------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.create_dataflow_partition
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.transformation.fpgadataflow.create\_stitched\_ip
+------------------------------------------------------------
+
+.. automodule:: finn.transformation.fpgadataflow.create_stitched_ip
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 finn.transformation.fpgadataflow.hlssynth\_ip
-------------------------------------------------
+----------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.hlssynth_ip
    :members:
@@ -70,23 +62,31 @@ finn.transformation.fpgadataflow.hlssynth\_ip
    :show-inheritance:
 
 finn.transformation.fpgadataflow.insert\_dwc
---------------------------------------------
+---------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.insert_dwc
    :members:
    :undoc-members:
    :show-inheritance:
 
-finn.transformation.fpgadataflow.insert\_tlastmarker
+finn.transformation.fpgadataflow.insert\_fifo
 ----------------------------------------------------
 
+.. automodule:: finn.transformation.fpgadataflow.insert_fifo
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+finn.transformation.fpgadataflow.insert\_tlastmarker
+-----------------------------------------------------------
+
 .. automodule:: finn.transformation.fpgadataflow.insert_tlastmarker
    :members:
    :undoc-members:
    :show-inheritance:
 
 finn.transformation.fpgadataflow.make\_deployment
--------------------------------------------------
+--------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.make_deployment
    :members:
@@ -94,7 +94,7 @@ finn.transformation.fpgadataflow.make\_deployment
    :show-inheritance:
 
 finn.transformation.fpgadataflow.make\_pynq\_driver
----------------------------------------------------
+----------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.make_pynq_driver
    :members:
@@ -102,15 +102,39 @@ finn.transformation.fpgadataflow.make\_pynq\_driver
    :show-inheritance:
 
 finn.transformation.fpgadataflow.make\_pynq\_proj
--------------------------------------------------
+--------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.make_pynq_proj
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.transformation.fpgadataflow.prepare\_cppsim
+-------------------------------------------------------
+
+.. automodule:: finn.transformation.fpgadataflow.prepare_cppsim
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+finn.transformation.fpgadataflow.prepare\_ip
+---------------------------------------------------
+
+.. automodule:: finn.transformation.fpgadataflow.prepare_ip
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+finn.transformation.fpgadataflow.prepare\_rtlsim
+-------------------------------------------------------
+
+.. automodule:: finn.transformation.fpgadataflow.prepare_rtlsim
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 finn.transformation.fpgadataflow.replace\_verilog\_relpaths
------------------------------------------------------------
+------------------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.replace_verilog_relpaths
    :members:
@@ -118,7 +142,7 @@ finn.transformation.fpgadataflow.replace\_verilog\_relpaths
    :show-inheritance:
 
 finn.transformation.fpgadataflow.set\_exec\_mode
-------------------------------------------------
+-------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.set_exec_mode
    :members:
@@ -126,7 +150,7 @@ finn.transformation.fpgadataflow.set\_exec\_mode
    :show-inheritance:
 
 finn.transformation.fpgadataflow.synth\_pynq\_proj
---------------------------------------------------
+---------------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.synth_pynq_proj
    :members:
@@ -134,7 +158,7 @@ finn.transformation.fpgadataflow.synth\_pynq\_proj
    :show-inheritance:
 
 finn.transformation.fpgadataflow.templates
-------------------------------------------
+-------------------------------------------------
 
 .. automodule:: finn.transformation.fpgadataflow.templates
    :members:

docs/finn/source_code/finn.transformation.rst

@@ -16,8 +16,16 @@ Submodules
 Transformation Passes
 =====================
 
+Base Class
+----------
+
+.. automodule:: finn.transformation
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 finn.transformation.batchnorm\_to\_affine
------------------------------------------
+------------------------------------------------
 
 .. automodule:: finn.transformation.batchnorm_to_affine
    :members:
@@ -25,7 +33,7 @@ finn.transformation.batchnorm\_to\_affine
    :show-inheritance:
 
 finn.transformation.bipolar\_to\_xnor
--------------------------------------
+--------------------------------------------
 
 .. automodule:: finn.transformation.bipolar_to_xnor
    :members:
@@ -33,7 +41,7 @@ finn.transformation.bipolar\_to\_xnor
    :show-inheritance:
 
 finn.transformation.double\_to\_single\_float
----------------------------------------------
+----------------------------------------------------
 
 .. automodule:: finn.transformation.double_to_single_float
    :members:
@@ -41,7 +49,7 @@ finn.transformation.double\_to\_single\_float
    :show-inheritance:
 
 finn.transformation.fold\_constants
------------------------------------
+------------------------------------------
 
 .. automodule:: finn.transformation.fold_constants
    :members:
@@ -49,7 +57,7 @@ finn.transformation.fold\_constants
    :show-inheritance:
 
 finn.transformation.general
----------------------------
+----------------------------------
 
 .. automodule:: finn.transformation.general
    :members:
@@ -57,7 +65,7 @@ finn.transformation.general
    :show-inheritance:
 
 finn.transformation.infer\_datatypes
-------------------------------------
+-------------------------------------------
 
 .. automodule:: finn.transformation.infer_datatypes
    :members:
@@ -65,18 +73,33 @@ finn.transformation.infer\_datatypes
    :show-inheritance:
 
 finn.transformation.infer\_shapes
----------------------------------
+----------------------------------------
 
 .. automodule:: finn.transformation.infer_shapes
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.transformation.insert\_topk
+---------------------------------------
+
+.. automodule:: finn.transformation.insert_topk
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 finn.transformation.lower\_convs\_to\_matmul
---------------------------------------------
+---------------------------------------------------
 
 .. automodule:: finn.transformation.lower_convs_to_matmul
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.transformation.move\_reshape
+----------------------------------------
+
+.. automodule:: finn.transformation.move_reshape
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/finn/source_code/finn.transformation.streamline.rst

@@ -10,9 +10,8 @@ Transformation (Streamline)
    :undoc-members:
    :show-inheritance:
 
-
 finn.transformation.streamline.absorb
--------------------------------------
+--------------------------------------------
 
 .. automodule:: finn.transformation.streamline.absorb
    :members:
@@ -20,7 +19,7 @@ finn.transformation.streamline.absorb
    :show-inheritance:
 
 finn.transformation.streamline.collapse\_repeated
--------------------------------------------------
+--------------------------------------------------------
 
 .. automodule:: finn.transformation.streamline.collapse_repeated
    :members:
@@ -28,7 +27,7 @@ finn.transformation.streamline.collapse\_repeated
    :show-inheritance:
 
 finn.transformation.streamline.reorder
---------------------------------------
+---------------------------------------------
 
 .. automodule:: finn.transformation.streamline.reorder
    :members:
@@ -36,7 +35,7 @@ finn.transformation.streamline.reorder
    :show-inheritance:
 
 finn.transformation.streamline.round\_thresholds
-------------------------------------------------
+-------------------------------------------------------
 
 .. automodule:: finn.transformation.streamline.round_thresholds
    :members:
@@ -44,7 +43,7 @@ finn.transformation.streamline.round\_thresholds
    :show-inheritance:
 
 finn.transformation.streamline.sign\_to\_thres
-----------------------------------------------
+-----------------------------------------------------
 
 .. automodule:: finn.transformation.streamline.sign_to_thres
    :members:

docs/finn/source_code/finn.util.rst

@@ -6,7 +6,7 @@ Utility Modules
 ===============
 
 finn.util.basic
----------------
+----------------------
 
 .. automodule:: finn.util.basic
    :members:
@@ -14,7 +14,7 @@ finn.util.basic
    :show-inheritance:
 
 finn.util.data\_packing
------------------------
+------------------------------
 
 .. automodule:: finn.util.data_packing
    :members:
@@ -22,7 +22,7 @@ finn.util.data\_packing
    :show-inheritance:
 
 finn.util.fpgadataflow
-----------------------
+-----------------------------
 
 .. automodule:: finn.util.fpgadataflow
    :members:
@@ -30,7 +30,7 @@ finn.util.fpgadataflow
    :show-inheritance:
 
 finn.util.onnx
---------------
+---------------------
 
 .. automodule:: finn.util.onnx
    :members:
@@ -38,10 +38,17 @@ finn.util.onnx
    :show-inheritance:
 
 finn.util.test
---------------
+---------------------
 
 .. automodule:: finn.util.test
    :members:
    :undoc-members:
    :show-inheritance:
 
+finn.util.visualization
+------------------------------
+
+.. automodule:: finn.util.visualization
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/finn/source_code/modules.rst

-finn
-====
-
-.. toctree::
-   :maxdepth: 4
-
-   finn