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microsoft / onnxruntime UNCLAIMED

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
.. _l-example-profiling:
Profile the execution of a simple model
=======================================
*ONNX Runtime* can profile the execution of the model.
This example shows how to interpret the results.
"""
Use ruff as the formatter to replace black-isort (#23397) Use ruff as the code formatter in place of black and isort since it is much faster, and as projects like PyTorch and ONNX have adopted ruff format as well. This PR include only auto-fixed changes in formatting.
2025-01-16 11:14:15 -08:00
Format all python files under onnxruntime with black and isort (#11324) Description: Format all python files under onnxruntime with black and isort. After checking in, we can use .git-blame-ignore-revs to ignore the formatting PR in git blame. #11315, #11316
2022-04-26 09:35:16 -07:00
import numpy
Fix python examples in documentation (#3379)
2020-04-01 22:48:32 +02:00
import onnx
Format all python files under onnxruntime with black and isort (#11324) Description: Format all python files under onnxruntime with black and isort. After checking in, we can use .git-blame-ignore-revs to ignore the formatting PR in git blame. #11315, #11316
2022-04-26 09:35:16 -07:00
Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
import onnxruntime as rt
from onnxruntime.datasets import get_example
Fix python examples in documentation (#3379)
2020-04-01 22:48:32 +02:00
def change_ir_version(filename, ir_version=6):
"onnxruntime==1.2.0 does not support opset <= 7 and ir_version > 6"
with open(filename, "rb") as f:
model = onnx.load(f)
model.ir_version = 6
if model.opset_import[0].version <= 7:
model.opset_import[0].version = 11
return model
Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
#########################
# Let's load a very simple model and compute some prediction.
Cleanup naming of test input to use .onnx for models. (#1337) * Cleanup naming of test input to use .onnx for models. * Remove file deleted on master
2019-07-04 13:10:29 +10:00
example1 = get_example("mul_1.onnx")
Fix python examples in documentation (#3379)
2020-04-01 22:48:32 +02:00
onnx_model = change_ir_version(example1)
onnx_model_str = onnx_model.SerializeToString()
Fix Training Packaging pipeline (#9885) * Fix Training Packaging pipeline
2021-11-30 15:26:10 -08:00
sess = rt.InferenceSession(onnx_model_str, providers=rt.get_available_providers())
Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
input_name = sess.get_inputs()[0].name
x = numpy.array([[1.0, 2.0], [3.0, 4.0], [5.0, 6.0]], dtype=numpy.float32)
res = sess.run(None, {input_name: x})
print(res)
#########################
# We need to enable to profiling
# before running the predictions.
options = rt.SessionOptions()
options.enable_profiling = True
Fix Training Packaging pipeline (#9885) * Fix Training Packaging pipeline
2021-11-30 15:26:10 -08:00
sess_profile = rt.InferenceSession(onnx_model_str, options, providers=rt.get_available_providers())
Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
input_name = sess.get_inputs()[0].name
x = numpy.array([[1.0, 2.0], [3.0, 4.0], [5.0, 6.0]], dtype=numpy.float32)
sess.run(None, {input_name: x})
prof_file = sess_profile.end_profiling()
print(prof_file)
###########################
# The results are stored un a file in JSON format.
# Let's see what it contains.
Adopt linrtunner as the linting tool - take 2 (#15085) ### Description `lintrunner` is a linter runner successfully used by pytorch, onnx and onnx-script. It provides a uniform experience running linters locally and in CI. It supports all major dev systems: Windows, Linux and MacOs. The checks are enforced by the `Python format` workflow. This PR adopts `lintrunner` to onnxruntime and fixed ~2000 flake8 errors in Python code. `lintrunner` now runs all required python lints including `ruff`(replacing `flake8`), `black` and `isort`. Future lints like `clang-format` can be added. Most errors are auto-fixed by `ruff` and the fixes should be considered robust. Lints that are more complicated to fix are applied `# noqa` for now and should be fixed in follow up PRs. ### Notable changes 1. This PR **removed some suboptimal patterns**: - `not xxx in` -> `xxx not in` membership checks - bare excepts (`except:` -> `except Exception`) - unused imports The follow up PR will remove: - `import *` - mutable values as default in function definitions (`def func(a=[])`) - more unused imports - unused local variables 2. Use `ruff` to replace `flake8`. `ruff` is much (40x) faster than flake8 and is more robust. We are using it successfully in onnx and onnx-script. It also supports auto-fixing many flake8 errors. 3. Removed the legacy flake8 ci flow and updated docs. 4. The added workflow supports SARIF code scanning reports on github, example snapshot: ![image](https://user-images.githubusercontent.com/11205048/212598953-d60ce8a9-f242-4fa8-8674-8696b704604a.png) 5. Removed `onnxruntime-python-checks-ci-pipeline` as redundant ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> Unified linting experience in CI and local. Replacing https://github.com/microsoft/onnxruntime/pull/14306 --------- Signed-off-by: Justin Chu <justinchu@microsoft.com>
2023-03-24 15:29:03 -07:00
import json # noqa: E402
Format all python files under onnxruntime with black and isort (#11324) Description: Format all python files under onnxruntime with black and isort. After checking in, we can use .git-blame-ignore-revs to ignore the formatting PR in git blame. #11315, #11316
2022-04-26 09:35:16 -07:00
Adopt linrtunner as the linting tool - take 2 (#15085) ### Description `lintrunner` is a linter runner successfully used by pytorch, onnx and onnx-script. It provides a uniform experience running linters locally and in CI. It supports all major dev systems: Windows, Linux and MacOs. The checks are enforced by the `Python format` workflow. This PR adopts `lintrunner` to onnxruntime and fixed ~2000 flake8 errors in Python code. `lintrunner` now runs all required python lints including `ruff`(replacing `flake8`), `black` and `isort`. Future lints like `clang-format` can be added. Most errors are auto-fixed by `ruff` and the fixes should be considered robust. Lints that are more complicated to fix are applied `# noqa` for now and should be fixed in follow up PRs. ### Notable changes 1. This PR **removed some suboptimal patterns**: - `not xxx in` -> `xxx not in` membership checks - bare excepts (`except:` -> `except Exception`) - unused imports The follow up PR will remove: - `import *` - mutable values as default in function definitions (`def func(a=[])`) - more unused imports - unused local variables 2. Use `ruff` to replace `flake8`. `ruff` is much (40x) faster than flake8 and is more robust. We are using it successfully in onnx and onnx-script. It also supports auto-fixing many flake8 errors. 3. Removed the legacy flake8 ci flow and updated docs. 4. The added workflow supports SARIF code scanning reports on github, example snapshot: ![image](https://user-images.githubusercontent.com/11205048/212598953-d60ce8a9-f242-4fa8-8674-8696b704604a.png) 5. Removed `onnxruntime-python-checks-ci-pipeline` as redundant ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> Unified linting experience in CI and local. Replacing https://github.com/microsoft/onnxruntime/pull/14306 --------- Signed-off-by: Justin Chu <justinchu@microsoft.com>
2023-03-24 15:29:03 -07:00
with open(prof_file) as f:
Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
sess_time = json.load(f)
Adopt linrtunner as the linting tool - take 2 (#15085) ### Description `lintrunner` is a linter runner successfully used by pytorch, onnx and onnx-script. It provides a uniform experience running linters locally and in CI. It supports all major dev systems: Windows, Linux and MacOs. The checks are enforced by the `Python format` workflow. This PR adopts `lintrunner` to onnxruntime and fixed ~2000 flake8 errors in Python code. `lintrunner` now runs all required python lints including `ruff`(replacing `flake8`), `black` and `isort`. Future lints like `clang-format` can be added. Most errors are auto-fixed by `ruff` and the fixes should be considered robust. Lints that are more complicated to fix are applied `# noqa` for now and should be fixed in follow up PRs. ### Notable changes 1. This PR **removed some suboptimal patterns**: - `not xxx in` -> `xxx not in` membership checks - bare excepts (`except:` -> `except Exception`) - unused imports The follow up PR will remove: - `import *` - mutable values as default in function definitions (`def func(a=[])`) - more unused imports - unused local variables 2. Use `ruff` to replace `flake8`. `ruff` is much (40x) faster than flake8 and is more robust. We are using it successfully in onnx and onnx-script. It also supports auto-fixing many flake8 errors. 3. Removed the legacy flake8 ci flow and updated docs. 4. The added workflow supports SARIF code scanning reports on github, example snapshot: ![image](https://user-images.githubusercontent.com/11205048/212598953-d60ce8a9-f242-4fa8-8674-8696b704604a.png) 5. Removed `onnxruntime-python-checks-ci-pipeline` as redundant ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> Unified linting experience in CI and local. Replacing https://github.com/microsoft/onnxruntime/pull/14306 --------- Signed-off-by: Justin Chu <justinchu@microsoft.com>
2023-03-24 15:29:03 -07:00
import pprint # noqa: E402
Initial bootstrap commit.
2018-11-19 16:48:22 -08:00
Format all python files under onnxruntime with black and isort (#11324) Description: Format all python files under onnxruntime with black and isort. After checking in, we can use .git-blame-ignore-revs to ignore the formatting PR in git blame. #11315, #11316
2022-04-26 09:35:16 -07:00
pprint.pprint(sess_time)
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