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 | onnxruntime/test/python/onnxruntime_test_python_ep_compatibility.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import platform
import sys
import tempfile
import unittest
import onnx
from onnxruntime.capi.onnxruntime_pybind11_state import (
OrtCompiledModelCompatibility,
OrtDeviceEpIncompatibilityReason,
get_com... | 188 | 8,330 |
onnxruntime | onnxruntime/test/python/test_pep561_py_typed_marker.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""Regression test for issue #23108: PEP 561 `py.typed` marker presence."""
from __future__ import annotations
import os
import unittest
import onnxruntime
class TestPep561Marker(unittest.TestCase):
def test_py_typed... | 26 | 719 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_float8.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# pylint: disable=C0116,W0212,R1720,C0103,C0114
import os
import platform
import sys
import unittest
import numpy as np
import packaging.version as pv
import parameterized
from numpy.testing import assert_allclose
from onnx ... | 708 | 30,719 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_nv_tensorrt_rtx_ep_tests.py | .py | # Copyright (c) NVIDIA Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import sys
import unittest
from collections.abc import Sequence
import numpy as np
import torch
from autoep_helper import AutoEpTestCase
from helper import get_name
from numpy.testing import a... | 473 | 19,444 |
onnxruntime | onnxruntime/test/python/autoep_helper.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import os
import tempfile
import unittest
import onnxruntime as onnxrt
from onnxruntime.capi.onnxruntime_pybind11_state import Fail
class AutoEpTestCase(unittest.TestCase):
"""
Ba... | 68 | 2,687 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_compile_api.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import os
import platform
import sys
import unittest
from collections.abc import Sequence
import onnx
from autoep_helper import AutoEpTestCase
from helper import get_name, get_shared_librar... | 515 | 22,564 |
onnxruntime | onnxruntime/test/python/test_pytorch_export_contrib_ops.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# pylint: disable=W0622
"""Test export of PyTorch operators using ONNX Runtime contrib ops."""
import copy
import io
import unittest
import numpy as np
import onnx
import parameterized
import torch
import onnxruntime
from ... | 245 | 8,582 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_backend_mlops.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import numpy as np
from helper import get_name
from onnx import load
import onnxruntime.backend as backend
from onnxruntime import datasets
from onnxruntime.backend.backend import OnnxRuntimeBackend as ort_b... | 95 | 3,301 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_dmlgraph.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import numpy as np
from helper import get_name
import onnxruntime as onnxrt
class DmlGraphHelper:
def __init__(
self,
ort_session: onnxrt.InferenceSession,
input_and_output_shap... | 185 | 8,006 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_distributed.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import numpy as np
import onnxscript
from mpi4py import MPI
from onnxscript import FLOAT, FLOAT16, INT64
import onnxruntime as ort
MICROSOFT_OPSET = onnxscript.values.Opset(domain="com.microsoft", version=1... | 1,673 | 63,582 |
onnxruntime | onnxruntime/test/python/onnx_backend_test_series.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import collections
import json
import os
import platform
import re
import sys
import unittest
import numpy as np
import onnx
import onnx.backend.test.case.test_case
import onnx.backend.test.runner
import onnx... | 242 | 10,394 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_global_threadpool.py | .py | # pylint: disable=C0115,W0212,C0103,C0114
import unittest
import numpy as np
from helper import get_name
import onnxruntime as onnxrt
class TestGlobalThreadPool(unittest.TestCase):
@classmethod
def setUpClass(cls):
onnxrt.set_global_thread_pool_sizes(2, 2)
def test_global_threadpool(self):
... | 37 | 1,363 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_mlops.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os # noqa: F401
# -*- coding: UTF-8 -*-
import unittest
import numpy as np
from helper import get_name
import onnxruntime as onnxrt
available_providers = [
(
ep,
{"enable_cann_subgraph": True},... | 229 | 9,745 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_collective.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import numpy as np
from mpi4py import MPI
from onnx import TensorProto, helper
from parameterized import parameterized
import onnxruntime as ort
class ORTBertPretrainTest(unittest.TestCase):
@staticmeth... | 394 | 16,257 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_nested_control_flow_op.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
from collections.abc import Sequence
from copy import deepcopy
import numpy as np
from onnx import ModelProto, NodeProto, TensorProto, ValueInfoProto, checker, helper
import onnxruntime as ort
def make_vi_... | 260 | 9,037 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_symlink_data.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import shutil
import struct
import tempfile
import unittest
import numpy as np
from onnx import TensorProto, helper, save
import onnxruntime as ort
class TestSymLinkOnnxModelExternalData(unittest.TestCase):
... | 260 | 11,558 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import copy
import ctypes
import gc
import importlib.util
import os
import pathlib
import platform
import queue
import sys
import threading
import unittest
import numpy as np
from helper im... | 2,447 | 115,805 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_keras.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# -*- coding: UTF-8 -*-
# Taken from https://github.com/onnx/onnxmltools/blob/master/tests/end2end/test_custom_op.py.
import unittest
import numpy as np
import onnxmltools
from keras import Sequential
from keras import backe... | 84 | 2,564 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_cudagraph.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import numpy as np
from helper import get_name
import onnxruntime as onnxrt
class CudaGraphHelper:
def __init__(
self,
ort_session: onnxrt.InferenceSession,
input_and_output_sha... | 265 | 12,418 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_symbolic_shape_infer.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import numpy
# -*- coding: UTF-8 -*-
import onnx
from onnx import AttributeProto, GraphProto, TensorProto, helper, numpy_helper # noqa: F401
if os.path.exists(
os.path.join(
os.path.dirname(__file__)... | 853 | 32,512 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_autoep.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import annotations
import os
import platform
import sys
import unittest
from collections.abc import Sequence
import numpy as np
import onnx
from autoep_helper import AutoEpTestCase
from helper import get_name... | 491 | 21,391 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_engine_wrapper.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import os
import unittest
import numpy as np
import onnx
from helper import get_name
from onnx import TensorProto, helper
import onnxruntime as onnxrt
class TestInferenceSessionWithCtxNode(unittest.TestCase):
trt_engi... | 101 | 3,271 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_azure.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import unittest
import onnxruntime as ort
class TestAzureEP(unittest.TestCase):
def test_availability(self):
self.assertIn("AzureExecutionProvider", ort.get_available_providers())
if __name__ == "__main__":
... | 16 | 339 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_preload_dlls.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# pylint: disable=C0114,C0115,C0116,W0212
import unittest
import onnxruntime
class TestGetNvidiaDllPaths(unittest.TestCase):
"""Unit tests for the private _get_nvidia_dll_paths helper that locates CUDA/cuDNN
librari... | 80 | 4,370 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_sparse_matmul.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# pylint: disable=C0115,W0212,C0103,C0114
# -*- coding: UTF-8 -*-
import unittest
import numpy as np
from helper import get_name
import onnxruntime as onnxrt
from onnxruntime.capi.onnxruntime_pybind11_state import OrtValue... | 435 | 10,641 |
onnxruntime | onnxruntime/test/python/helper.py | .py | import os
import sys
def get_name(name):
if os.path.exists(name):
return name
rel = os.path.join("testdata", name)
if os.path.exists(rel):
return rel
this = os.path.dirname(__file__)
data = os.path.join(this, "..", "testdata")
res = os.path.join(data, name)
if os.path.exist... | 28 | 707 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_scatternd.py | .py | import itertools
import json
import os
import typing
import unittest
import warnings
import numpy as np
import onnx.helper as oh
from onnx import TensorProto, load
from onnx.numpy_helper import from_array
from onnx.reference import ReferenceEvaluator
import onnxruntime
def has_cuda():
available_providers = list... | 330 | 12,894 |
onnxruntime | onnxruntime/test/python/onnx_node_test_equivalence_test.py | .py | #!/usr/bin/env python
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
"""Retiring equivalence test for materialize_onnx_node_tests.py.
Proves the build-time-materialized node-test tree is byte-identical to ONNX's
still-present on-disk golden corpus (``.../onnx/backend/tes... | 178 | 7,486 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_ort_parallel.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import ctypes
import sys
import threading
import time
import unittest
import numpy as np
from helper import get_name
import onnxruntime as onnxrt
class ThreadObj:
def __init__(self, model_path: str, iterations: int, i... | 155 | 5,308 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_iobinding.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# pylint: disable=C0115,W0212,C0103,C0114
import unittest
import numpy as np
from helper import get_name
from numpy.testing import assert_almost_equal
from onnx import TensorProto, helper
import onnxruntime as onnxrt
from o... | 477 | 21,874 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_python_backend.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# -*- coding: UTF-8 -*-
import os
import tempfile
import unittest
import numpy as np
from helper import get_name
from numpy.testing import assert_allclose
import onnxruntime as onnxrt
import onnxruntime.backend as backend
... | 194 | 10,107 |
onnxruntime | onnxruntime/test/python/onnxruntime_test_float8_gemm8.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# pylint: disable=C0116,W0212,R1720,C0103,C0114
#
# Note: the precision is different on V100, H100 even with the same code.
# The thresholds were adjusted on H100 as the precision seems lower on this machine.
import itertools... | 343 | 13,603 |
onnxruntime | onnxruntime/test/python/contrib_ops/profile_matmul_block_scaled.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
Accuracy and latency harness for the CUDA MatMulBlockQuantizedFp8Wei... | 507 | 20,344 |
onnxruntime | onnxruntime/test/python/contrib_ops/onnx_test_torch_embedding.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
#
# Test reference implementation and model for ONNX Runtime conrtib op torch_embedding
import unittest
import numpy as np
import onnx
from onnx_contrib_ops_helper import expect
def torch_embedding_reference_implementation... | 99 | 3,300 |
onnxruntime | onnxruntime/test/python/contrib_ops/onnx_test_trilu.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
#
# Test reference implementation and model for ONNX Runtime conrtib op trilu
import unittest
import numpy as np
import onnx
from onnx_contrib_ops_helper import expect
def triu_reference_implementation(x, k=0):
return ... | 291 | 8,902 |
onnxruntime | onnxruntime/test/python/contrib_ops/onnx_contrib_ops_helper.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
#
# Helper functions for generating ONNX model and data to test ONNX Runtime contrib ops
import os
import shutil
import subprocess
import onnx
from onnx import numpy_helper
TOP_DIR = os.path.realpath(os.path.dirname(__file_... | 81 | 2,760 |
onnxruntime | onnxruntime/test/python/contrib_ops/aten_op_tests.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import io
import unittest
import numpy as np
import onnx
import torch
from onnx import TensorProto, helper
from ort_torch_ext import init_aten_op_executor
from torch.onnx import export
import onnxruntime as ort
class Ort... | 132 | 5,664 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmulnbits_prepacked_cuda.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 323 | 14,932 |
onnxruntime | onnxruntime/test/python/quantization/test_subgraph.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import os... | 73 | 3,126 |
onnxruntime | onnxruntime/test/python/quantization/test_op_flatten.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 174 | 6,458 |
onnxruntime | onnxruntime/test/python/quantization/test_calibration.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 815 | 34,524 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmul_8bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 221 | 8,340 |
onnxruntime | onnxruntime/test/python/quantization/test_qnn_preprocess_model.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 291 | 12,826 |
onnxruntime | onnxruntime/test/python/quantization/test_static_quantize_runner.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import co... | 569 | 26,244 |
onnxruntime | onnxruntime/test/python/quantization/test_op_attention.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 115 | 4,619 |
onnxruntime | onnxruntime/test/python/quantization/test_qdq_block_size.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 269 | 11,602 |
onnxruntime | onnxruntime/test/python/quantization/test_quant_issues.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import os
... | 217 | 10,084 |
onnxruntime | onnxruntime/test/python/quantization/test_symmetric_flag.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 265 | 11,313 |
onnxruntime | onnxruntime/test/python/quantization/test_quantizeblockwise_2bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 152 | 7,180 |
onnxruntime | onnxruntime/test/python/quantization/test_op_transpose.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 166 | 6,207 |
onnxruntime | onnxruntime/test/python/quantization/test_op_topk.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import un... | 104 | 4,121 |
onnxruntime | onnxruntime/test/python/quantization/test_quantizeblockwise_4bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 140 | 6,555 |
onnxruntime | onnxruntime/test/python/quantization/test_minimum_real_range_option.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 107 | 4,325 |
onnxruntime | onnxruntime/test/python/quantization/test_op_embed_layernorm.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 225 | 8,778 |
onnxruntime | onnxruntime/test/python/quantization/test_onnx_model.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 174 | 6,724 |
onnxruntime | onnxruntime/test/python/quantization/test_quant_util.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 235 | 11,095 |
onnxruntime | onnxruntime/test/python/quantization/test_quantizeblockwise_bnb4.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 136 | 5,285 |
onnxruntime | onnxruntime/test/python/quantization/test_get_qdq_config.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 490 | 21,566 |
onnxruntime | onnxruntime/test/python/quantization/test_op_reshape.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 170 | 6,386 |
onnxruntime | onnxruntime/test/python/quantization/test_op_relu.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 229 | 8,231 |
onnxruntime | onnxruntime/test/python/quantization/test_op_pooling.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 178 | 6,487 |
onnxruntime | onnxruntime/test/python/quantization/test_quantizer_shape_inference.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 93 | 3,724 |
onnxruntime | onnxruntime/test/python/quantization/test_op_slice.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 154 | 6,272 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmul_2bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 224 | 8,163 |
onnxruntime | onnxruntime/test/python/quantization/test_op_maxpool.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 328 | 13,819 |
onnxruntime | onnxruntime/test/python/quantization/test_op_gather_elems.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 111 | 4,145 |
onnxruntime | onnxruntime/test/python/quantization/test_qdq.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 2,604 | 119,537 |
onnxruntime | onnxruntime/test/python/quantization/bench_matmul_8bits.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
Benchmark performance of MatMulNBits for CUDA in ONNX Runtime.
"""
... | 671 | 23,257 |
onnxruntime | onnxruntime/test/python/quantization/test_op_where.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import un... | 155 | 5,939 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmul_bnb4.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 179 | 5,759 |
onnxruntime | onnxruntime/test/python/quantization/test_op_conv_transpose.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 183 | 7,006 |
onnxruntime | onnxruntime/test/python/quantization/test_tensor_quant_overrides_option.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 1,272 | 58,991 |
onnxruntime | onnxruntime/test/python/quantization/test_quant_preprocess.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 242 | 9,369 |
onnxruntime | onnxruntime/test/python/quantization/test_quantize_static_resnet.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import os
... | 139 | 6,225 |
onnxruntime | onnxruntime/test/python/quantization/test_op_squeeze_unsqueeze.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 248 | 9,177 |
onnxruntime | onnxruntime/test/python/quantization/test_quantize_static.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 176 | 7,696 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmul.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 482 | 19,032 |
onnxruntime | onnxruntime/test/python/quantization/test_fusions.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 402 | 18,969 |
onnxruntime | onnxruntime/test/python/quantization/test_conv_dynamic.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 124 | 5,020 |
onnxruntime | onnxruntime/test/python/quantization/test_qdq_loss_debug.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""Tests ... | 320 | 13,563 |
onnxruntime | onnxruntime/test/python/quantization/test_op_gavgpool.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 143 | 5,578 |
onnxruntime | onnxruntime/test/python/quantization/test_qoperator_adjust_int32_bias.py | .py | import os
import tempfile
import unittest
import numpy as np
import onnx
from op_test_utils import TestDataFeeds, check_model_correctness
from onnxruntime.quantization import QuantFormat, QuantType, quantize_static
class TestAdjustWeightScaleForInt32BiasQOperator(unittest.TestCase):
@classmethod
def setUpCl... | 106 | 4,687 |
onnxruntime | onnxruntime/test/python/quantization/test_op_gemm.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 846 | 32,702 |
onnxruntime | onnxruntime/test/python/quantization/test_op_resize.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 211 | 7,988 |
onnxruntime | onnxruntime/test/python/quantization/test_op_softmax.py | .py | #!/usr/bin/env python
"""
Softmax quantization test case
"""
# coding: utf-8
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------... | 292 | 10,721 |
onnxruntime | onnxruntime/test/python/quantization/resnet_code.py | .py | import numpy
from onnx import numpy_helper
from onnx.helper import make_graph, make_model, make_node, make_opsetid, make_tensor_value_info, set_model_props
def create_model():
initializers = []
nodes = []
inputs = []
outputs = []
functions = []
# opsets
opsets = {"": 13}
# initialize... | 13,758 | 407,364 |
onnxruntime | onnxruntime/test/python/quantization/test_op_instance_normalization.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 157 | 5,722 |
onnxruntime | onnxruntime/test/python/quantization/test_op_pad.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 688 | 28,908 |
onnxruntime | onnxruntime/test/python/quantization/bench_matmul_2bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
Benchmark for MatMulNBits 2-bit dequantization... | 321 | 11,069 |
onnxruntime | onnxruntime/test/python/quantization/test_mixed_prec_quant_overrides_fixer.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 172 | 7,746 |
onnxruntime | onnxruntime/test/python/quantization/op_test_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
from __fut... | 674 | 27,067 |
onnxruntime | onnxruntime/test/python/quantization/test_op_concat.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import un... | 186 | 6,818 |
onnxruntime | onnxruntime/test/python/quantization/test_op_argmax.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 199 | 7,331 |
onnxruntime | onnxruntime/test/python/quantization/test_op_matmul_4bits.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# ---------------------------------------------------------------... | 603 | 26,513 |
onnxruntime | onnxruntime/test/python/quantization/test_op_split.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import un... | 159 | 5,916 |
onnxruntime | onnxruntime/test/python/transformers/test_generation.py | .py | #!/usr/bin/env python
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# -------------------------------------------------------------... | 551 | 20,884 |
onnxruntime | onnxruntime/test/python/transformers/test_gqa_cpu.py | .py | # --------------------------------------------------------------------------
# Copyright 2020 The HuggingFace 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 http://www.apache.org/l... | 2,752 | 94,725 |
onnxruntime | onnxruntime/test/python/transformers/test_parity_t5_mha.py | .py | # --------------------------------------------------------------------------
# Copyright 2020 The HuggingFace 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 http://www.apache.org/l... | 877 | 35,210 |
onnxruntime | onnxruntime/test/python/transformers/test_qmoe_nvfp4_cuda.py | .py | # --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
#
# Tes... | 899 | 35,421 |
onnxruntime | onnxruntime/test/python/transformers/test_simplified_layernorm_fusion.py | .py | # Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import os
import unittest
import numpy as np
import onnx
from onnx import TensorPr... | 243 | 9,113 |
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