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a/beginner_source/onnx/export_simple_model_to_onnx_tutorial.py +++ b/beginner_source/onnx/export_simple_model_to_onnx_tutorial.py @@ -7,12 +7,12 @@ Export a PyTorch model to ONNX ============================== -**Author**: `Thiago Crepaldi `_ +**Author**: `Ti-Tai Wang `_ .. note:: - As of PyTorch 2.1, there are two versions of ONNX Exporter. + As of PyTorch 2.5, there are two versions of ONNX Exporter. - * ``torch.onnx.dynamo_export`` is the newest (still in beta) exporter based on the TorchDynamo technology released with PyTorch 2.0 + * ``torch.onnx.export(..., dynamo=True)`` is the newest (still in beta) exporter based on the TorchDynamo technology released with PyTorch 2.0 * ``torch.onnx.export`` is based on TorchScript backend and has been available since PyTorch 1.2.0 """ @@ -21,7 +21,7 @@ # In the `60 Minute Blitz `_, # we had the opportunity to learn about PyTorch at a high level and train a small neural network to classify images. # In this tutorial, we are going to expand this to describe how to convert a model defined in PyTorch into the -# ONNX format using TorchDynamo and the ``torch.onnx.dynamo_export`` ONNX exporter. +# ONNX format using TorchDynamo and the ``torch.onnx.export(..., dynamo=True)`` ONNX exporter. # # While PyTorch is great for iterating on the development of models, the model can be deployed to production # using different formats, including `ONNX `_ (Open Neural Network Exchange)! @@ -90,7 +90,16 @@ def forward(self, x): torch_model = MyModel() torch_input = torch.randn(1, 1, 32, 32) -onnx_program = torch.onnx.dynamo_export(torch_model, torch_input) +onnx_program = torch.onnx.export(torch_model, torch_input, dynamo=True) + +###################################################################### +# 3.5. (Optional) Optimize the ONNX model +# --------------------------------------- +# +# The ONNX model can be optimized with constant folding, and elimination of redundant nodes. +# The optimization is done in-place, so the original ONNX model is modified. + +onnx_program.optimize() ###################################################################### # As we can see, we didn't need any code change to the model. @@ -127,7 +136,7 @@ def forward(self, x): # Once Netron is open, we can drag and drop our ``my_image_classifier.onnx`` file into the browser or select it after # clicking the **Open model** button. # -# .. image:: ../../_static/img/onnx/image_clossifier_onnx_modelon_netron_web_ui.png +# .. image:: ../../_static/img/onnx/image_classifier_onnx_modelon_netron_web_ui.png # :width: 50% # # @@ -155,7 +164,7 @@ def forward(self, x): import onnxruntime -onnx_input = onnx_program.adapt_torch_inputs_to_onnx(torch_input) +onnx_input = [torch_input] print(f"Input length: {len(onnx_input)}") print(f"Sample input: {onnx_input}") @@ -166,7 +175,7 @@ def to_numpy(tensor): onnxruntime_input = {k.name: to_numpy(v) for k, v in zip(ort_session.get_inputs(), onnx_input)} -onnxruntime_outputs = ort_session.run(None, onnxruntime_input) +onnxruntime_outputs = ort_session.run(None, onnxruntime_input)[0] #################################################################### # 7. Compare the PyTorch results with the ones from the ONNX Runtime @@ -179,7 +188,6 @@ def to_numpy(tensor): # Before comparing the results, we need to convert the PyTorch's output to match ONNX's format. torch_outputs = torch_model(torch_input) -torch_outputs = onnx_program.adapt_torch_outputs_to_onnx(torch_outputs) assert len(torch_outputs) == len(onnxruntime_outputs) for torch_output, onnxruntime_output in zip(torch_outputs, onnxruntime_outputs): diff --git a/beginner_source/onnx/intro_onnx.py b/beginner_source/onnx/intro_onnx.py index ec625ec78ff..25ee92b2dee 100644 --- a/beginner_source/onnx/intro_onnx.py +++ b/beginner_source/onnx/intro_onnx.py @@ -7,7 +7,8 @@ ==================== Authors: -`Thiago Crepaldi `_, +`Ti-Tai Wang `_, `Justin Chu `_, +and `Xavier Dupré `_. `Open Neural Network eXchange (ONNX) `_ is an open standard format for representing machine learning models. The ``torch.onnx`` module provides APIs to @@ -19,8 +20,10 @@ including Microsoft's `ONNX Runtime `_. .. note:: - Currently, there are two flavors of ONNX exporter APIs, - but this tutorial will focus on the ``torch.onnx.dynamo_export``. + Currently, the users can choose either through `TorchScript https://pytorch.org/docs/stable/jit.html`_ or + `ExportedProgram https://pytorch.org/docs/stable/export.html`_ to export the model to ONNX by the + boolean parameter dynamo in `torch.onnx.export `_. + In this tutorial, we will focus on the ExportedProgram approach. The TorchDynamo engine is leveraged to hook into Python's frame evaluation API and dynamically rewrite its bytecode into an `FX graph `_. @@ -33,7 +36,7 @@ Dependencies ------------ -PyTorch 2.1.0 or newer is required. +PyTorch 2.5.0 or newer is required. The ONNX exporter depends on extra Python packages: