From c178b06c99ed03f58a9c62a1955b937446abf80e Mon Sep 17 00:00:00 2001 From: Raghavendra Pradyumna Pothukuchi <78952730+rpradyumna@users.noreply.github.com> Date: Mon, 27 Sep 2021 18:15:56 -0400 Subject: [PATCH 1/4] Added an importer (+unittests) to convert MDF models to ONNX. --- examples/ONNX/ab_torch-jit-export-m2o.onnx | Bin 0 -> 257 bytes examples/ONNX/abc_basic-mdf.json | 86 ++++++++ examples/ONNX/abc_basic-mdf.yaml | 36 ++++ examples/ONNX/abc_basic.py | 84 ++++++++ src/modeci_mdf/interfaces/onnx/__init__.py | 2 + src/modeci_mdf/interfaces/onnx/importer.py | 234 +++++++++++++++++++++ tests/interfaces/onnx/test_importer.py | 41 ++++ 7 files changed, 483 insertions(+) create mode 100644 examples/ONNX/ab_torch-jit-export-m2o.onnx create mode 100644 examples/ONNX/abc_basic-mdf.json create mode 100644 examples/ONNX/abc_basic-mdf.yaml create mode 100644 examples/ONNX/abc_basic.py create mode 100644 src/modeci_mdf/interfaces/onnx/importer.py create mode 100644 tests/interfaces/onnx/test_importer.py diff --git a/examples/ONNX/ab_torch-jit-export-m2o.onnx b/examples/ONNX/ab_torch-jit-export-m2o.onnx new file mode 100644 index 0000000000000000000000000000000000000000..501230701029ff8b3d2d12c3af99e968b993cd62 GIT binary patch literal 257 zcmdHsrN+gYnO9I+!o}{Gk`iwi?XNU?%hO3Xk?NT4LYC^ Date: Fri, 1 Oct 2021 11:10:57 -0400 Subject: [PATCH 2/4] fix: issue with bad deserialization to YAML --- examples/ONNX/abc.png | Bin 132758 -> 81483 bytes examples/ONNX/abc_basic-mdf.yaml | 87 ++++++++++++--------- src/modeci_mdf/interfaces/onnx/exporter.py | 23 ++---- 3 files changed, 58 insertions(+), 52 deletions(-) diff --git a/examples/ONNX/abc.png b/examples/ONNX/abc.png index 9bed217bb46b2fa36f3372f8f5bb34160c11b513..f9ac3bc50f9cb39b81b05bbeaa0a0d0e97304e10 100644 GIT binary patch literal 81483 zcmeFacT`hp*EgIQ@6mBY8OKpXDWgVFQBeWui5&w{tcWxfFd_;_l@dT5#R?KYL`qbo zNfQu|jyejV1wn|^sFVN!A}uiq3E#fF+lk+EKkr)KAMd-?_dd+HBsn=JSJ~Gtzx~_W 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Changed unittests to pytests 2. tests compare the results of running MDF and translated ONNX models 3. 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Takes in a JSON/ONNX file and generates ONNX files. diff --git a/tests/interfaces/onnx/test_importer.py b/tests/interfaces/onnx/test_importer.py index 8374756c..1285cb18 100644 --- a/tests/interfaces/onnx/test_importer.py +++ b/tests/interfaces/onnx/test_importer.py @@ -2,40 +2,81 @@ from modeci_mdf.interfaces.onnx import mdf_to_onnx import onnx -import unittest from pathlib import Path -class SimpleTestCase(unittest.TestCase): - def test_ab(self): - base_path = Path(__file__).parent +from modeci_mdf.execution_engine import EvaluableGraph +import onnxruntime as rt +import onnxruntime.backend as backend +import numpy as np - filename = "examples/ONNX/ab.json" - file_path = (base_path / "../../.." / filename).resolve() - mdf_model = load_mdf(str(file_path)) - onnx_models = mdf_to_onnx(mdf_model) - reference_onnx_filename = "examples/ONNX/ab.onnx" - reference_file_path = (base_path / "../../.." / reference_onnx_filename).resolve() - reference_onnx_model = onnx.load(reference_file_path) +def test_ab(): + base_path = Path(__file__).parent - for onnx_model in onnx_models: - assert onnx.checker.check_model(onnx_model) is None + filename = "examples/ONNX/ab.json" + file_path = (base_path / "../../.." / filename).resolve() - def test_abc(self): - base_path = Path(__file__).parent + # Load the MDF model + mdf_model = load_mdf(str(file_path)) - filename = "examples/ONNX/abc_basic-mdf.json" - file_path = (base_path / "../../.." / filename).resolve() - mdf_model = load_mdf(str(file_path)) - onnx_models = mdf_to_onnx(mdf_model) + # Test input + test_input = np.array([[0, 0, 0], [1, 1, 1]], dtype=np.float32) - reference_onnx_filename = "examples/ONNX/abc_basic.onnx" - reference_file_path = (base_path / "../../.." / reference_onnx_filename).resolve() - reference_onnx_model = onnx.load(reference_file_path) + # Get the result of MDF execution + mdf_executable = EvaluableGraph(mdf_model.graphs[0], + verbose=False) + # TODO: the int type cast is necessaryf or now because the nodes' parameters are constants and inputs must have + # the same type + mdf_executable.evaluate(initializer={"input": test_input.astype(int)}) + mdf_output = mdf_executable.enodes['Mul_3'].evaluable_outputs['_4'].curr_value - for onnx_model in onnx_models: - assert onnx.checker.check_model(onnx_model) is None + # Get the translated ONNX model + onnx_models = mdf_to_onnx(mdf_model) + + # Get the result of running the ONNX model + session = backend.prepare(onnx_models[0]) + onnx_output = session.run(test_input) # run returns a list with the actual result and type + onnx_res_output = np.array(onnx_output[0]) + # print(f"Output calculated by onnxruntime: {onnx_res_output} and MDF: {mdf_output.astype(float)}") + + assert np.array_equal(onnx_res_output, mdf_output) + + +def test_abc(): + base_path = Path(__file__).parent + + filename = "examples/ONNX/abc_basic-mdf.json" + file_path = (base_path / "../../.." / filename).resolve() + + # Load the MDF model + mdf_model = load_mdf(str(file_path)) + + # Test input + test_input = np.array([[0, 0, 0], [1, 1, 1]], dtype=np.float32) + + # Get the result of MDF execution + mdf_executable = EvaluableGraph(mdf_model.graphs[0], + verbose=False) + mdf_executable.evaluate(initializer={"input": test_input}) + mdf_output = mdf_executable.enodes['Cos_2'].evaluable_outputs['_3'].curr_value + + # Get the translated ONNX model + onnx_models = mdf_to_onnx(mdf_model) + + # Get the result of running the ONNX model + session = backend.prepare(onnx_models[0]) + onnx_output = session.run(test_input) # run returns a list with the actual result and type + onnx_res_output = np.array(onnx_output[0]) + + assert np.array_equal(onnx_res_output, mdf_output) + #reference_onnx_filename = "examples/ONNX/abc_basic.onnx" + #reference_file_path = (base_path / "../../.." / reference_onnx_filename).resolve() + #reference_onnx_model = onnx.load(reference_file_path) + + #for onnx_model in onnx_models: + # assert onnx.checker.check_model(onnx_model) is None if __name__ == '__main__': - unittest.main() + test_ab() + test_abc() From 84483268b7ecaea96059121baa76e691f0e21ac9 Mon Sep 17 00:00:00 2001 From: Raghavendra Pradyumna Pothukuchi Date: Tue, 5 Oct 2021 00:49:10 -0400 Subject: [PATCH 4/4] The onnxruntime version for the tests and the onnx version to generate models have different opset versions. using a simple workaround to tell the onnxruntime that our model is opset 13 when it is not. This is needed for the older onnxruntime to work correctly. See https://github.com/onnx/onnx/issues/3205 --- tests/interfaces/onnx/test_importer.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/tests/interfaces/onnx/test_importer.py b/tests/interfaces/onnx/test_importer.py index 1285cb18..0eb03658 100644 --- a/tests/interfaces/onnx/test_importer.py +++ b/tests/interfaces/onnx/test_importer.py @@ -33,6 +33,10 @@ def test_ab(): # Get the translated ONNX model onnx_models = mdf_to_onnx(mdf_model) + # Bluffing onnx that our model is 13 when it is actually 15. This is needed for older onnxruntime + # installations to run this model. See https://github.com/onnx/onnx/issues/3205 + onnx_models[0].opset_import[0].version = 13 + # Get the result of running the ONNX model session = backend.prepare(onnx_models[0]) onnx_output = session.run(test_input) # run returns a list with the actual result and type @@ -63,6 +67,10 @@ def test_abc(): # Get the translated ONNX model onnx_models = mdf_to_onnx(mdf_model) + # Bluffing onnx that our model is 13 when it is actually 15. This is needed for older onnxruntime + # installations to run this model. See https://github.com/onnx/onnx/issues/3205 + onnx_models[0].opset_import[0].version = 13 + # Get the result of running the ONNX model session = backend.prepare(onnx_models[0]) onnx_output = session.run(test_input) # run returns a list with the actual result and type