repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
onnxruntime | tools/python/util/convert_onnx_models_to_ort.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import contextlib
import enum
import os
import pathlib
import tempfile
import onnxruntime as ort
from .file_utils import files_from_file_or_dir, pat... | 381 | 16,559 |
onnxruntime | tools/python/util/get_azcopy.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import contextlib
import logging
import os
import platform
import re
import shutil
import stat
import subprocess
import tempfile
import urllib.parse
import urllib.request
AZCOPY_VERSION = "... | 82 | 2,862 |
onnxruntime | tools/python/util/make_dynamic_shape_fixed.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import os
import pathlib
import sys
import onnx
from .onnx_model_utils import fix_output_shapes, make_dim_param_fixed, make_input_shape_fixed
def m... | 74 | 2,569 |
onnxruntime | tools/python/util/optimize_onnx_model.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import os
import pathlib
from .onnx_model_utils import get_optimization_level, optimize_model
def optimize_model_helper():
parser = argparse.Arg... | 57 | 1,959 |
onnxruntime | tools/python/util/onnx_model_utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import logging
import pathlib
import onnx
from onnx import version_converter
import onnxruntime as ort
def iterate_graph_per_node_func(graph, per_node_func, **func_args):
"""
Ite... | 417 | 16,402 |
onnxruntime | tools/python/util/vcpkg_helpers.py | .py | import os
from pathlib import Path
# Compile-time options that shrink the sqlite3 build used by 1DS as its offline-event store.
# The SDK uses a single event table with parameter-bound INSERT/SELECT/DELETE, a small set of
# PRAGMAs, and VACUUM. It does not use the omitted APIs or features.
_SQLITE_TELEMETRY_MINIMAL_DE... | 882 | 41,866 |
onnxruntime | tools/python/util/check_onnx_model_mobile_usability.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import logging
import pathlib
# need this before the mobile helper imports for some reason
logging.basicConfig(format="%(levelname)s: %(message)s")
from .mobile_helpers import usability_checker # noqa: E40... | 48 | 1,670 |
onnxruntime | tools/python/util/qdq_helpers/optimize_qdq_model.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import pathlib
import onnx
def optimize_qdq_model():
parser = argparse.ArgumentParser(
os.path.basename(__file__),
description="Update a QDQ format ONNX ... | 38 | 1,242 |
onnxruntime | tools/python/util/android/__init__.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from .android import ( # noqa: F401
SdkToolPaths,
create_virtual_device,
get_sdk_tool_paths,
start_emulator,
stop_emulator,
)
| 11 | 242 |
onnxruntime | tools/python/util/android/android.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import collections
import contextlib
import datetime
import os
import signal
import subprocess
import time
import typing
from pathlib import Path
from ..logger import get_logger
from ..plat... | 360 | 13,444 |
onnxruntime | tools/python/util/test/test_pytorch_export_helpers.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import torch
from ..pytorch_export_helpers import infer_input_info
# example usage from <ort root>/tools/python
# python -m unittest util/test/test_pytorch_export_helpers.py
# NOTE: at least on Windows you ... | 43 | 1,520 |
onnxruntime | tools/python/util/test/test_onnx_model_utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import pathlib
import unittest
import onnx
from onnx import TensorProto, helper, shape_inference
from ..mobile_helpers.usability_checker import check_shapes
from ..onnx_model_utils import (
fix_output_shapes,
get_pr... | 266 | 11,759 |
onnxruntime | tools/python/util/ort_format_model/types.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import ort_flatbuffers_py.fbs as fbs
class FbsTypeInfo:
"Class to provide conversion between ORT flatbuffers schema values and C++ types"
tensordatatype_to_string = { # noqa: RUF012
fbs.TensorDataType.Tens... | 86 | 4,383 |
onnxruntime | tools/python/util/ort_format_model/utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import pathlib
import typing
from ..logger import get_logger
from .operator_type_usage_processors import OperatorTypeUsageManager
from .ort_model_processor import OrtFormatModelProcessor
log = get_logger("ort_format_model.u... | 62 | 2,534 |
onnxruntime | tools/python/util/ort_format_model/__init__.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import sys
# need to add the path to the ORT flatbuffers python module before we import anything else here.
# we also auto-magically adjust to whether we're running from the ORT repo, or from within the ORT python ... | 28 | 1,280 |
onnxruntime | tools/python/util/ort_format_model/operator_type_usage_processors.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import json
from abc import ABC, abstractmethod
import ort_flatbuffers_py.fbs as fbs
from .types import FbsTypeInfo, value_name_to_typestr
def _create_op_key(domain: str, optype: str):
... | 654 | 26,379 |
onnxruntime | tools/python/util/ort_format_model/ort_model_processor.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import ort_flatbuffers_py.fbs as fbs
from .operator_type_usage_processors import OperatorTypeUsageManager
class OrtFormatModelProcessor:
"Class to process an ORT format model and determine required operators and types.... | 87 | 4,386 |
onnxruntime | tools/python/util/mobile_helpers/usability_checker.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import logging
import os
import pathlib
import tempfile
from collections import deque
from enum import IntEnum
import onnx
from ..onnx_model_utils import ModelProtoWithShap... | 739 | 31,640 |
onnxruntime | tools/python/util/mobile_helpers/test/test_usability_checker.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import logging
import pathlib
import unittest
from testfixtures import LogCapture
from ..usability_checker import analyze_model
# example usage from <ort root>/tools/python
# python -m un... | 148 | 6,435 |
onnxruntime | tools/nuget/generate_nuspec_for_custom_nuget.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import glob
import os
import re
import shutil
from generate_nuspec_for_native_nuget import generate_metadata
def generate_files(lines, args):
files_list = ["<files>"]
platform_map = {
"win-a... | 172 | 6,077 |
onnxruntime | tools/nuget/validate_package.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import glob
import os
import re
import shutil
import subprocess
import sys
import zipfile # Available Python 3.2 or higher
linux_gpu_package_libraries = [
"libonnxruntime_providers_shared.so",
"libon... | 407 | 14,704 |
onnxruntime | tools/nuget/generate_nuspec_for_native_nuget.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import re
import shutil
import sys
from pathlib import Path
# These platform version values are the default target platform versions for .NET 9 from the table here:
# https://learn.microsoft.com/en-... | 1,261 | 52,190 |
onnxruntime | tools/android_custom_build/build_custom_android_package.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import pathlib
import shlex
import shutil
import subprocess
import sys
SCRIPT_DIR = pathlib.Path(__file__).parent.resolve()
def is_windows():
return sys.platform.startsw... | 182 | 6,376 |
onnxruntime | tools/doc/rename_folders.py | .py | """
Github publishes the markdown documentation with jekyll enabled.
This extension does not publish any folder starting with `_`.
These folders need to be renamed.
"""
import os
import re
def rename_folder(root):
"""
Renames all folder starting with `_`.
Returns the list of renamed folders.
"""
... | 86 | 2,681 |
onnxruntime | tools/perftest/benchmark_spin_settings.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""Benchmark thread-pool spin settings for ONNX Runtime.
This script wraps ``onnxruntime_perf_test`` and runs the same model under several
combinations of the spin configuration introduced by PR 27916 (... | 399 | 13,780 |
onnxruntime | tools/ci_build/run_gh_action.py | .py | import os
import platform
import shutil
import sys
import tempfile
import zipfile
from pathlib import Path
import requests
SCRIPT_DIR = Path(__file__).resolve().parent
REPO_DIR = (SCRIPT_DIR / ".." / "..").resolve()
sys.path.insert(0, str(REPO_DIR / "tools" / "python"))
from util import run # noqa: E402
# Hash st... | 163 | 6,146 |
onnxruntime | tools/ci_build/logger.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import logging
def get_logger(name):
logging.basicConfig(format="%(asctime)s %(name)s [%(levelname)s] - %(message)s", level=logging.DEBUG)
return logging.getLogger(name)
| 11 | 276 |
onnxruntime | tools/ci_build/linux_java_copy_strip_binary.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Prepares native shared libraries for the ONNX Runtime Java package.
This script is a build utility that run as part of a packaging pipeline and takes compiled C/C++ shared libraries
(.so, .dylib) a... | 198 | 8,406 |
onnxruntime | tools/ci_build/manage_java_artifacts.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# This script runs after ORT jars are built. It picks up the jars from ORT's build dir then repack them a bit.
import argparse
import logging
import re
import shutil
import subprocess
import sys
import zipfile
from pathlib i... | 313 | 13,469 |
onnxruntime | tools/ci_build/test_compile_triton.py | .py | import importlib.util
import subprocess
import sys
import tempfile
import types
import unittest
import unittest.mock
from pathlib import Path
MODULE_PATH = Path(__file__).with_name("compile_triton.py")
def load_compile_triton_module():
fake_triton = types.SimpleNamespace()
with unittest.mock.patch.dict(sys.m... | 112 | 4,347 |
onnxruntime | tools/ci_build/set_plugin_ep_build_variables.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""Set plugin EP package version variables for Azure Pipelines.
Usage:
python set_plugin_ep_build_variables.py <package_version> <version_file_rel>
Where:
package_version: 'release', 'rc', or ... | 111 | 4,102 |
onnxruntime | tools/ci_build/coverage.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
#
# This script generates test code coverage for Android.
# The prerequistes:
# 1. The Onnxruntime build with coverage option to compile/link the source files using --coverage optoin
# 2. The tes... | 65 | 2,315 |
onnxruntime | tools/ci_build/compile_triton.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import argparse
import importlib.util
import os
import shutil
import sub... | 180 | 5,882 |
onnxruntime | tools/ci_build/update_tsaoptions.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import json
import os
from pathlib import Path
SCRIPT_DIR = Path(os.path.dirname(os.path.realpath(__file__)))
REPO_DIR = SCRIPT_DIR.parent.parent
with (REPO_DIR / ".config" / "tsaoptions.j... | 21 | 582 |
onnxruntime | tools/ci_build/upload_python_package_to_azure_storage.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import logging
import os
import subprocess
import warnings
log = logging.getLogger("Build")
def parse_nightly_and_local_version_from_whl_name(blob_n... | 91 | 2,915 |
onnxruntime | tools/ci_build/reduce_op_kernels.py | .py | # !/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import io
import re
import shutil
import sys
import typing
from pathlib import Path
import op_registration_utils
from logger import get_logger
# dir... | 356 | 14,384 |
onnxruntime | tools/ci_build/gen_def.py | .py | #!/usr/bin/python3
import argparse
import os
import sys
def parse_arguments():
parser = argparse.ArgumentParser()
parser.add_argument("--src_root", required=True, help="input symbol file")
parser.add_argument("--output", required=True, help="output file")
parser.add_argument("--output_source", require... | 114 | 3,903 |
onnxruntime | tools/ci_build/build_args.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.import argparse
import argparse
import os
import platform
import shlex
import sys
import warnings
from util import (
is_linux,
is_macOS,
is_windows,
)
def _str_to_bool(s: str) -> bool:
"""Convert string to bo... | 1,097 | 47,584 |
onnxruntime | tools/ci_build/prepare_macos_package.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import pathlib
import shutil
import stat as stat_module
import subprocess
import sys
import tarfile
from datetime import datetime
def run_command(command: list[str | pathlib.Path], check: bool = Tr... | 186 | 7,263 |
onnxruntime | tools/ci_build/set-trigger-rules.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# This script is used to add trigger rules to the workflow files.
from ... | 84 | 2,843 |
onnxruntime | tools/ci_build/cuda_plugin_parity_report.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
CUDA EP Plugin Registration Parity Report
Compares kernel registrations between the bundled CUDA EP and the plugin CUDA EP
by statically parsing source files or interrogating the kernel registry at... | 738 | 29,155 |
onnxruntime | tools/ci_build/op_registration_validator.py | .py | # !/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Validate ORT kernel registrations.
"""
from __future__ import annotations
import argparse
import dataclasses
import itertools
import os
import sys
import typing
import op_registration_utils
from ... | 224 | 8,860 |
onnxruntime | tools/ci_build/op_registration_utils.py | .py | # !/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Utilities to help process files containing kernel registrations.
"""
from __future__ import annotations
import os
import pathlib
import sys
from logger import get_logger
log = get_logger("op_reg... | 268 | 11,017 |
onnxruntime | tools/ci_build/test_build_args.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import sys
import unittest
from pathlib import Path
from unittest import mock
sys.path.insert(0, str(Path(__file__).resolve().parents[1] / "python"))
sys.path.insert(0, str(Path(__file__).resolve().par... | 60 | 2,521 |
onnxruntime | tools/ci_build/get_docker_image.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import shlex
import shutil
import sys
from pathlib import Path
from logger import get_logger
SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
REPO_DIR = os.path.normp... | 148 | 5,009 |
onnxruntime | tools/ci_build/patch_manylinux.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import os
import shutil
import sys
from pathlib import Path
from logger import get_logger
SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
RE... | 66 | 2,213 |
onnxruntime | tools/ci_build/build.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# SPDX-FileCopyrightText: Copyright 2024 Arm Limited and/or its affiliates <open-source-office@arm.com>
# Licensed under the MIT License.
from __future__ import annotations
import contextlib
import json
import os
import platform
import ... | 2,728 | 121,481 |
onnxruntime | tools/ci_build/github/js/validate-npm-packages.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import sys
# This is a script to validate NPM packages.
# If package version, publish tag and filename does not fulfill the requirement, an error will raise.
# arg.1 - Folder of extracted ar... | 186 | 8,828 |
onnxruntime | tools/ci_build/github/android/build_aar_package.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import json
import os
import pathlib
import shutil
import subprocess
import sys
SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
REPO_DIR = os.path.normpath(os.path.join(SCRIPT_... | 270 | 11,176 |
onnxruntime | tools/ci_build/github/apple/test_apple_packages.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import contextlib
import json
import os
import pathlib
import shutil
import subprocess
import sys
import tempfile
from c.assemble_c_pod_package import assemble_c_pod_package
from packag... | 275 | 10,461 |
onnxruntime | tools/ci_build/github/apple/get_simulator_device_info.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import functools
import itertools
import json
import os
import subprocess
@functools.total_ordering
class Version: # noqa: PLW1641
"""
A si... | 166 | 6,360 |
onnxruntime | tools/ci_build/github/apple/build_and_assemble_apple_pods.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import logging
import os
import pathlib
import shlex
import shutil
import subprocess
import sys
import tempfile
from c.assemble_c_pod_package import assemble_c_pod_package
from package... | 184 | 6,213 |
onnxruntime | tools/ci_build/github/apple/package_assembly_utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import json
import os
import pathlib
import re
import shutil
_script_dir = pathlib.Path(__file__).parent.resolve(strict=True)
repo_root = _script_dir.parents[3]
_template_variable_pattern = re.compile(r"@(\w+)@") # match ... | 152 | 5,554 |
onnxruntime | tools/ci_build/github/apple/package_release_tasks.py | .py | #!/usr/bin/env python3
# Note: This script is intended to be called from the CocoaPods package release pipeline or a similar context.
from __future__ import annotations
import argparse
import glob
import shlex
import subprocess
from enum import Enum
from pathlib import Path
class Task(Enum):
upload_pod_archive... | 105 | 3,212 |
onnxruntime | tools/ci_build/github/apple/build_apple_framework.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import argparse
import json
import os
import pathlib
import shutil
import subprocess
import sys
from dataclasses import dataclass
from build_settings_utils import ge... | 424 | 17,291 |
onnxruntime | tools/ci_build/github/apple/build_settings_utils.py | .py | from __future__ import annotations
import json
import pathlib
import typing
_DEFAULT_BUILD_SYSROOT_ARCHS = {
"iphoneos": ["arm64"],
"iphonesimulator": ["arm64", "x86_64"],
}
def parse_build_settings_file(build_settings_file: pathlib.Path) -> dict[str, typing.Any]:
"""
Parses the provided build setti... | 82 | 2,734 |
onnxruntime | tools/ci_build/github/apple/c/assemble_c_pod_package.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import pathlib
import shutil
import sys
_script_dir = pathlib.Path(__file__).parent.resolve(strict=True)
sys.path.append(str(_script_dir.parent))
from package_assembly_utils import (... | 181 | 6,483 |
onnxruntime | tools/ci_build/github/apple/objectivec/assemble_objc_pod_package.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import pathlib
import sys
_script_dir = pathlib.Path(__file__).parent.resolve(strict=True)
sys.path.append(str(_script_dir.parent))
from c.assemble_c_pod_package import get_pod_confi... | 205 | 6,820 |
onnxruntime | tools/ci_build/github/windows/jar_packaging.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Packages ONNX Runtime Java artifacts by combining native libraries from
various platform builds into final Java archive (JAR) files using 7z.
"""
import argparse
import glob
import os
import re
import shutil
import subpr... | 315 | 11,786 |
onnxruntime | tools/ci_build/github/windows/sign_java_artifacts.py | .py | import argparse
import hashlib
import os
import platform
import shutil
import subprocess
import sys
import tempfile
from pathlib import Path
def clean_gpg_trustdb() -> None:
if platform.system() == "Windows":
# Clean up GPG trust database if it exists
appdata = os.environ.get("APPDATA")
if... | 168 | 6,368 |
onnxruntime | tools/ci_build/github/windows/post_code_coverage_to_dashboard.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# command line arguments
# --report_url=<string>
# --report_file=<string, local file path, TXT/JSON file>
# --commit_hash=<string, full git commit hash>
import argparse
import datetime
import json
imp... | 116 | 3,952 |
onnxruntime | tools/ci_build/github/windows/jar_packaging_test.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import zipfile
from pathlib import Path
import jar_packaging # The refactored script
import pytest
# Helper to create an empty file
def create_empty_file(path):
Path(path).touch()
# Helper to create a dummy JAR file... | 145 | 6,757 |
onnxruntime | tools/ci_build/github/windows/post_binary_sizes_to_dashboard.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import datetime
import os
import sys
# ingest from dataframe
import pandas
from azure.kusto.data import DataFormat, KustoConnectionStringBuilder
from azure.kusto.ingest import Ingestio... | 106 | 3,687 |
onnxruntime | tools/ci_build/github/linux/ort_minimal/build_ort_and_check_binary_size.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import json
import pathlib
import subprocess
import sys
REPO_ROOT = pathlib.Path(__file__).resolve().parents[5]
def parse_args():
parser = argparse.ArgumentParser(description="Bui... | 65 | 2,237 |
onnxruntime | tools/ci_build/github/linux/ort_minimal/readelf_utils.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""
Utilities to help analyze the sections in a binary using readelf.
"""
import argparse
import collections
import os
import re
import subprocess
import sys
def get_section_sizes(binary_path, readelf... | 130 | 4,401 |
onnxruntime | tools/ci_build/github/linux/ort_minimal/check_build_binary_size.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import sys
# local helpers
import readelf_utils
def _check_binary_size(path, readelf, threshold, os_str, arch, build_config):
print(f"Checking binary size of {path} usin... | 68 | 2,635 |
onnxruntime | orttraining/tools/ci_test/compare_huggingface.py | .py | import collections
import json
import sys
actual = sys.argv[1]
expect = sys.argv[2]
with open(actual) as file_actual:
json_actual = json.loads(file_actual.read())
with open(expect) as file_expect:
json_expect = json.loads(file_expect.read())
def almost_equal(x, y, threshold=0.05):
return abs(x - y) < t... | 53 | 1,470 |
onnxruntime | orttraining/tools/ci_test/download_azure_blob_archive.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import hashlib
import os
import shutil
import subprocess
import sys
import tempfile
import urllib.request # noqa: F401
import zipfile # noqa: F401
SCRIPT_DIR = os.path.dirname(os.path... | 76 | 2,550 |
onnxruntime | orttraining/tools/ci_test/run_gpt2_perf_test.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import subprocess
import sys
from collections import namedtuple
SCRIPT_DIR = os.path.realpath(os.path.dirname(__file__))
def parse_args():
parser = argparse.ArgumentPars... | 72 | 2,297 |
onnxruntime | orttraining/tools/ci_test/run_convergence_test.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import os
import subprocess
import sys
import tempfile
from compare_results import Comparisons, compare_results_files
SCRIPT_DIR = os.path.realpath(os.path.dirname(__file__))
def par... | 108 | 3,721 |
onnxruntime | orttraining/tools/ci_test/run_batch_size_test.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import collections
import os
import subprocess
import sys
def parse_args():
parser = argparse.ArgumentParser(description="Runs a BERT batch size test.")
parser.add_argument("--... | 118 | 3,499 |
onnxruntime | orttraining/tools/ci_test/run_bert_perf_test.py | .py | #!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import json
import os
import subprocess
import sys
from collections import namedtuple
SCRIPT_DIR = os.path.realpath(os.path.dirname(__file__))
def parse_args():
parser = argparse.... | 114 | 3,810 |
onnxruntime | orttraining/tools/ci_test/compare_results.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse # noqa: F401
import collections
import csv
import re # noqa: F401
import sys
Comparison = collections.namedtuple("Comparison", ["name", "fn"])
class Comparisons:
@staticmethod
def eq():
re... | 77 | 2,740 |
onnxruntime | orttraining/tools/scripts/nv_run_pretraining.py | .py | # Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at... | 704 | 30,238 |
onnxruntime | orttraining/tools/scripts/pipeline_model_split.py | .py | import os
import sys # noqa: F401
import onnx
from onnx import OperatorSetIdProto, TensorProto, helper # noqa: F401
# Edge that needs to be cut for the split.
# If the edge is feeding into more than one nodes, and not all the nodes belong to the same cut,
# specify those consuming nodes that need to be cut
class ... | 410 | 15,126 |
onnxruntime | orttraining/tools/scripts/model_transform.py | .py | from __future__ import annotations
import sys
import numpy as np
import onnx
from onnx import numpy_helper
if len(sys.argv) < 2:
print("Please give model path...")
exit(1)
input_model_name = sys.argv[1]
output_model_name = input_model_name[:-5] + "_optimized.onnx"
model = onnx.load(input_model_name)
def ... | 328 | 11,556 |
onnxruntime | orttraining/tools/scripts/sqldb_to_tensors.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import sqlite3
import onnx
from onnx import numpy_helper
connection = sqlite3.connect("<path-to-sqldb-from-tracing>", detect_types=sqlite3.PARSE_DECLTYPES)
def convert_tensor_proto_to_numpy_array(blob):
tensor_proto =... | 24 | 722 |
onnxruntime | orttraining/tools/scripts/train.py | .py | import shlex
import subprocess
import sys
def main(argv=None):
if argv is None:
argv = sys.argv[1:]
cmd = ["/workspace/onnxruntime_training_bert", *argv]
print(shlex.join(cmd))
subprocess.run(cmd, check=True)
if __name__ == "__main__":
main()
| 17 | 276 |
onnxruntime | orttraining/tools/scripts/performance_investigation.py | .py | import argparse
import onnx
parser = argparse.ArgumentParser(description="ONNX file analyzer for performance investigation.")
parser.add_argument("onnx_file", type=str, help="ONNX file to analyze")
args = parser.parse_args()
def process_file(onnx_file):
model = onnx.load(onnx_file)
# Map from output arg to... | 91 | 2,822 |
onnxruntime | orttraining/tools/scripts/watch_experiment.py | .py | import argparse
import os
import sys
from concurrent.futures import ThreadPoolExecutor
from threading import Event, Thread # noqa: F401
from azureml._run_impl.run_watcher import RunWatcher
from azureml.core import Experiment, Run, Workspace # noqa: F401
from requests import Session
parser = argparse.ArgumentParser(... | 78 | 3,183 |
onnxruntime | orttraining/tools/scripts/layer_norm_transform.py | .py | import os.path
import sys
import numpy as np
import onnx
from onnx import * # noqa: F403
def find_node(graph_proto, op_type):
nodes = []
map_input_node = {}
for node in graph_proto.node:
if node.op_type == op_type:
node_input = node.input[1] if op_type == "Div" or op_type == "Mul" el... | 187 | 6,953 |
onnxruntime | orttraining/tools/scripts/experiment.py | .py | import argparse
import os # noqa: F401
import re
import sys # noqa: F401
from azure.common.client_factory import get_client_from_cli_profile
from azure.mgmt.containerregistry import ContainerRegistryManagementClient
from azureml.core import Datastore, Experiment, Run, Workspace # noqa: F401
from azureml.core.comput... | 170 | 6,205 |
onnxruntime | orttraining/tools/scripts/gpt2_model_transform.py | .py | ### Be noted: this script is developed against the model exported from Megatron GPT2 Pretraining script.
import sys
import numpy as np
import onnx
from onnx import numpy_helper
if len(sys.argv) < 2:
print("Please give model path...")
exit(1)
input_model_name = sys.argv[1]
output_model_name = input_model_nam... | 341 | 10,809 |
onnxruntime | orttraining/tools/scripts/opset12_model_transform.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
#
# This converter is an internal util to upgrade existing bert/gpt-2 models,
# which were previously transformed/optimized from original model, to Opset 12
# version as well as replacing deprecated node, i.e., TrainableDropou... | 127 | 4,528 |
onnxruntime | orttraining/orttraining/python/pt_patch.py | .py | import torch
import torch.onnx.symbolic_helper as sym_help
from torch.onnx import symbolic_opset10, symbolic_opset12
from torch.onnx.symbolic_helper import parse_args
@parse_args("v", "v", "v", "v", "i", "none")
def nll_loss_10(g, self, target, weight=None, reduction="mean", ignore_index=-100):
if not weight and ... | 48 | 1,977 |
onnxruntime | orttraining/orttraining/python/training/_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import importlib.util
import os
import sys
import numpy as np
import to... | 205 | 6,553 |
onnxruntime | orttraining/orttraining/python/training/__init__.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# isort: skip_file
from onnxruntime.capi._pybind_state import (
Propa... | 32 | 832 |
onnxruntime | orttraining/orttraining/python/training/artifacts.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import contextlib
import logging
import os
import pathlib
from enum import Enum
import onnx
from onnxruntime.tools.convert_onnx_models_to_ort import OptimizationStyle, convert_onnx_models_to_ort
from onnxruntime.training im... | 273 | 12,339 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/_training_graph_utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import copy
import logging
import os
import onnx
from onnxruntime import SessionOptions
from onnxruntime.capi._pybind_state import GradientGraphBuilder, get_optimized_model
def _disable_training_mode(model: onnx.ModelProt... | 243 | 9,629 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/model_accessor.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import copy
import os
from contextlib import contextmanager
import onnx
class ModelAccessor:
"""This class stores the onnx model that is manipulated by the onnx blocks.
Attribut... | 171 | 5,769 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/_graph_utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import onnx
def get_output_from_output_name(onnx_model: onnx.ModelProto, output_name: str) -> onnx.ValueInfoProto:
"""Returns the graph output for the given output name"""
for go in onnx_model.graph.output:
... | 105 | 3,455 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/__init__.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""Offline tooling for generating files needed by ort training apis."""
import onnxruntime.training.onnxblock.blocks as blocks
import onnxruntime.training.onnxblock.loss as loss
import onnxruntime.training.onnxblock.optim as... | 27 | 878 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/onnxblock.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import logging
from abc import abstractmethod
import onnx
import onnxruntime.training.onnxblock._graph_utils as _graph_utils
import onnxruntime.training.onnxblock._training_graph_utils as _training_graph_utils
import onnxru... | 214 | 8,778 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/checkpoint_utils.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import onnx
from onnxruntime.capi._pybind_state import get_model_after_loading_checkpoint as _load_checkpoint_to_model
from onnxruntime.capi._pybind_state import save_checkpoint as _save_checkpoint
def save_chec... | 43 | 1,733 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/blocks.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import contextlib
import copy
import logging
import os
from abc import ABC, abstractmethod
from typing import Any
import numpy as np
import onnx
import onnxruntime.training.onnxblock._graph_utils as _graph_utils
import onnx... | 537 | 17,893 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/loss/loss.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import copy
import onnx
import onnxruntime.training.onnxblock._graph_utils as _graph_utils
import onnxruntime.training.onnxblock.blocks as blocks
class MSELoss(blocks.Block):
"""MSELoss onnxblock for adding MSE loss t... | 257 | 10,543 |
onnxruntime | orttraining/orttraining/python/training/onnxblock/optim/optim.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import onnx
import onnxruntime.training.onnxblock._graph_utils as _graph_utils
import onnxruntime.training.onnxblock.blocks as blocks
import onnxruntime.training.onnxblock.onnxblock as onnxblock_module
class ClipGradNorm(... | 320 | 10,204 |
onnxruntime | orttraining/orttraining/python/training/experimental/exporter.py | .py | import torch
import torch.onnx.symbolic_helper
import torch.onnx.utils
def _export_jit_graph_to_onnx_model_proto(graph: torch._C.Graph, operator_export_type: int):
from torch.onnx.symbolic_helper import ( # noqa: F401, PLC0415
_set_onnx_shape_inference,
_set_operator_export_type,
_set_ops... | 31 | 842 |
onnxruntime | orttraining/orttraining/python/training/experimental/gradient_graph/_gradient_graph_tools.py | .py | import io
from collections.abc import Callable
from pathlib import Path
from typing import Any
import torch
from torch.onnx import TrainingMode
from onnxruntime.capi._pybind_state import GradientGraphBuilder
from ...ortmodule._custom_op_symbolic_registry import CustomOpSymbolicRegistry
def export_gradient_graph(
... | 92 | 3,386 |
onnxruntime | orttraining/orttraining/python/training/amp/loss_scaler.py | .py | class LossScaler:
r"""Base class for implementing custom loss scaler strategies
Once the scaler is configured, no user intervention is needed to update loss scale during training.
Note:
This class should never be instantiated, but used as an abstract class for custom loss scaling strategy.
"""... | 121 | 4,654 |
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