From c3d4f1520924cb223ca9f9b370dc7a1cf6e7b57d Mon Sep 17 00:00:00 2001
From: auphelia <jakobapk@web.de>
Date: Tue, 7 Feb 2023 15:36:40 +0000
Subject: [PATCH] [Notebooks] General updates of Jupyter notebooks
---
notebooks/advanced/0_custom_analysis_pass.ipynb | 2 +-
.../advanced/1_custom_transformation_pass.ipynb | 2 +-
notebooks/advanced/2_custom_op.ipynb | 2 +-
notebooks/basics/0_how_to_work_with_onnx.ipynb | 2 +-
notebooks/basics/1_brevitas_network_import.ipynb | 2 +-
.../bnn-pynq/cnv_end2end_example.ipynb | 2 +-
.../bnn-pynq/tfc_end2end_example.ipynb | 2 +-
.../bnn-pynq/tfc_end2end_verification.ipynb | 14 +++++++++++---
.../cybersecurity/1-train-mlp-with-brevitas.ipynb | 2 +-
.../2-import-into-finn-and-verify.ipynb | 2 +-
.../3-build-accelerator-with-finn.ipynb | 2 +-
11 files changed, 21 insertions(+), 13 deletions(-)
diff --git a/notebooks/advanced/0_custom_analysis_pass.ipynb b/notebooks/advanced/0_custom_analysis_pass.ipynb
index a4ad32ed7..f8444520c 100644
--- a/notebooks/advanced/0_custom_analysis_pass.ipynb
+++ b/notebooks/advanced/0_custom_analysis_pass.ipynb
@@ -137,7 +137,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/advanced/1_custom_transformation_pass.ipynb b/notebooks/advanced/1_custom_transformation_pass.ipynb
index e40a534af..391e852a7 100644
--- a/notebooks/advanced/1_custom_transformation_pass.ipynb
+++ b/notebooks/advanced/1_custom_transformation_pass.ipynb
@@ -233,7 +233,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/advanced/2_custom_op.ipynb b/notebooks/advanced/2_custom_op.ipynb
index 051a40670..1ef60fd11 100644
--- a/notebooks/advanced/2_custom_op.ipynb
+++ b/notebooks/advanced/2_custom_op.ipynb
@@ -658,7 +658,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/basics/0_how_to_work_with_onnx.ipynb b/notebooks/basics/0_how_to_work_with_onnx.ipynb
index b6a5a0481..ed36aa109 100644
--- a/notebooks/basics/0_how_to_work_with_onnx.ipynb
+++ b/notebooks/basics/0_how_to_work_with_onnx.ipynb
@@ -599,7 +599,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/basics/1_brevitas_network_import.ipynb b/notebooks/basics/1_brevitas_network_import.ipynb
index 5fb29754d..a884e90d7 100644
--- a/notebooks/basics/1_brevitas_network_import.ipynb
+++ b/notebooks/basics/1_brevitas_network_import.ipynb
@@ -297,7 +297,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/end2end_example/bnn-pynq/cnv_end2end_example.ipynb b/notebooks/end2end_example/bnn-pynq/cnv_end2end_example.ipynb
index 28155d6f3..c46ae2532 100644
--- a/notebooks/end2end_example/bnn-pynq/cnv_end2end_example.ipynb
+++ b/notebooks/end2end_example/bnn-pynq/cnv_end2end_example.ipynb
@@ -643,7 +643,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/end2end_example/bnn-pynq/tfc_end2end_example.ipynb b/notebooks/end2end_example/bnn-pynq/tfc_end2end_example.ipynb
index c4fc92b97..851b8998d 100644
--- a/notebooks/end2end_example/bnn-pynq/tfc_end2end_example.ipynb
+++ b/notebooks/end2end_example/bnn-pynq/tfc_end2end_example.ipynb
@@ -1069,7 +1069,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/end2end_example/bnn-pynq/tfc_end2end_verification.ipynb b/notebooks/end2end_example/bnn-pynq/tfc_end2end_verification.ipynb
index 813127197..c925dab02 100644
--- a/notebooks/end2end_example/bnn-pynq/tfc_end2end_verification.ipynb
+++ b/notebooks/end2end_example/bnn-pynq/tfc_end2end_verification.ipynb
@@ -61,7 +61,7 @@
"fc = get_test_model_trained(\"TFC\", 1, 1)\n",
"raw_i = get_data(\"qonnx.data\", \"onnx/mnist-conv/test_data_set_0/input_0.pb\")\n",
"input_tensor = onnx.load_tensor_from_string(raw_i)\n",
- "input_brevitas = torch.from_numpy(nph.to_array(input_tensor)).float()\n",
+ "input_brevitas = torch.from_numpy(nph.to_array(input_tensor).copy()).float()\n",
"output_golden = fc.forward(input_brevitas).detach().numpy()\n",
"output_golden"
]
@@ -383,7 +383,15 @@
"\n",
"child_model = ModelWrapper(build_dir + \"/tfc_w1_a1_dataflow_child.onnx\")\n",
"child_model = child_model.transform(InsertDWC())\n",
- "child_model = child_model.transform(InsertFIFO())\n",
+ "\n",
+ "# set all impl_styles of the DWCs to hls to enable emulation\n",
+ "dwc_nodes = child_model.get_nodes_by_op_type(\"StreamingDataWidthConverter_Batch\")\n",
+ "for dwc in dwc_nodes:\n",
+ " dwc_inst = getCustomOp(dwc)\n",
+ " dwc_inst.set_nodeattr(\"impl_style\", \"hls\")\n",
+ " \n",
+ "child_model = child_model.transform(InsertFIFO(create_shallow_fifos=True))\n",
+ "child_model.save(build_dir + \"/test.onnx\");\n",
"child_model = child_model.transform(GiveUniqueNodeNames())\n",
"child_model = child_model.transform(PrepareIP(test_fpga_part, target_clk_ns))\n",
"child_model = child_model.transform(HLSSynthIP())\n",
@@ -431,7 +439,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb b/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb
index 5625a6f1c..3d7758625 100644
--- a/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb
+++ b/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb
@@ -741,7 +741,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/end2end_example/cybersecurity/2-import-into-finn-and-verify.ipynb b/notebooks/end2end_example/cybersecurity/2-import-into-finn-and-verify.ipynb
index 370312c77..e4848a1f4 100644
--- a/notebooks/end2end_example/cybersecurity/2-import-into-finn-and-verify.ipynb
+++ b/notebooks/end2end_example/cybersecurity/2-import-into-finn-and-verify.ipynb
@@ -381,7 +381,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
diff --git a/notebooks/end2end_example/cybersecurity/3-build-accelerator-with-finn.ipynb b/notebooks/end2end_example/cybersecurity/3-build-accelerator-with-finn.ipynb
index 33adb68dc..a18cafd60 100644
--- a/notebooks/end2end_example/cybersecurity/3-build-accelerator-with-finn.ipynb
+++ b/notebooks/end2end_example/cybersecurity/3-build-accelerator-with-finn.ipynb
@@ -624,7 +624,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
--
GitLab