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/python/tools/transformers/fusion_bart_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import numpy as np
from fusion_attention import Attentio... | 507 | 23,420 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_gpt2.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import onnx
from fusion_gpt_attention import FusionGptAt... | 102 | 3,812 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_group_norm.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 181 | 7,465 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_conformer_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from fusion_attention import AttentionMask, FusionAttent... | 298 | 11,705 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_t5.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import numpy as np
from fusion_attention import Attentio... | 986 | 37,071 |
onnxruntime | onnxruntime/python/tools/transformers/huggingface_models.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# Maps ... | 75 | 3,931 |
onnxruntime | onnxruntime/python/tools/transformers/constants.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
class Operators:
ATTENTION = "Attention"
LAYERNORM = "LayerNor... | 48 | 1,080 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 1,199 | 50,927 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_mha_mmdit.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 668 | 25,149 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy
from numpy import array_equa... | 322 | 13,003 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_rotary_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import numpy as np
from fusion_attention import FusionAt... | 1,789 | 77,850 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_attention_sam2.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 534 | 20,774 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_conformer.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from fusion_attention import AttentionMask
from fusion_c... | 33 | 1,380 |
onnxruntime | onnxruntime/python/tools/transformers/bert_perf_test.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# This tool measures the inference performance of onnxruntime on BERT-l... | 630 | 20,163 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_qordered_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_attention... | 421 | 16,717 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_options.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from argparse import ArgumentParser
from enum import Enum
class Attent... | 341 | 12,386 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_biasgelu.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusi... | 67 | 2,234 |
onnxruntime | onnxruntime/python/tools/transformers/past_helper.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 ... | 150 | 6,806 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from __future__ import annotations
import itertools
import logging
impo... | 1,645 | 68,593 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_mmdit.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from fusion_layernorm import FusionLayerNormalization
f... | 120 | 4,459 |
onnxruntime | onnxruntime/python/tools/transformers/benchmark_helper.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 ... | 643 | 22,355 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_attention_vae.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 301 | 12,079 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from fusion_utils import NumpyHelper
from onnx import ModelProto, Tensor... | 56 | 2,120 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_skiplayernorm.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusi... | 259 | 10,817 |
onnxruntime | onnxruntime/python/tools/transformers/metrics.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 ... | 164 | 5,060 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_qordered_gelu.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusi... | 119 | 4,292 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_bert.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from convert_to_packi... | 513 | 21,425 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_skip_group_norm.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusio... | 255 | 10,601 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_exporter.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 ... | 720 | 24,621 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_sam2.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from fusion_attention_sam2 import FusionMultiHeadAttent... | 138 | 4,844 |
onnxruntime | onnxruntime/python/tools/transformers/torch_onnx_export_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import warnings
import torch
from torch._C._onnx import OperatorExport... | 83 | 3,001 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_mha_dit.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 534 | 24,130 |
onnxruntime | onnxruntime/python/tools/transformers/large_model_exporter.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
Export LLM to onnx
"""
import argparse
import inspect
import math
... | 397 | 14,927 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_bert_tf.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import numpy as np
import onnx
from onnx import TensorP... | 589 | 24,915 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_bias_add.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from numpy... | 58 | 1,984 |
onnxruntime | onnxruntime/python/tools/transformers/dynamo_onnx_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from collections.abc import Sequence
from logging import getLogger
from t... | 206 | 7,597 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_attention_clip.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_attention import AttentionMas... | 341 | 13,756 |
onnxruntime | onnxruntime/python/tools/transformers/affinity_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Get/Set cpu affinity. Currently only support part of Unix system
impo... | 41 | 1,402 |
onnxruntime | onnxruntime/python/tools/transformers/profile_result_processor.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""This profiler result processor print out the kernel time spent on eac... | 359 | 12,582 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_clip.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_attention_clip import Fusion... | 43 | 1,352 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_reshape.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impo... | 174 | 6,230 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_transpose.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusi... | 168 | 6,837 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_gpt_attention.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 547 | 21,962 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_attention_unet.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
import numpy as np
from fusion_base impor... | 1,308 | 55,648 |
onnxruntime | onnxruntime/python/tools/transformers/import_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import importlib.metadata
import importlib.util
def is_installed(packa... | 21 | 631 |
onnxruntime | onnxruntime/python/tools/transformers/fusion_constant_fold.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from logging import getLogger
from fusion_base import Fusion
from fusi... | 145 | 5,870 |
onnxruntime | onnxruntime/python/tools/transformers/optimizer.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Convert Bert ONNX model converted from TensorFlow or exported from Py... | 622 | 25,163 |
onnxruntime | onnxruntime/python/tools/transformers/quantize_helper.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 ... | 81 | 2,931 |
onnxruntime | onnxruntime/python/tools/transformers/onnx_model_unet.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from fusion_attention_unet import FusionAttentionUnet
f... | 259 | 9,255 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/gpt2_parity.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This ... | 514 | 17,735 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/parity_check_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This s... | 147 | 5,694 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/__init__.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import os.path
import sys
sys.path.append(os.path.dirname(__file__))
t... | 13 | 483 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/convert_to_onnx.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""
This... | 567 | 20,271 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/benchmark_gpt2.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This s... | 414 | 15,517 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/gpt2_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This s... | 1,032 | 40,300 |
onnxruntime | onnxruntime/python/tools/transformers/models/gpt2/gpt2_tester.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This s... | 502 | 19,570 |
onnxruntime | onnxruntime/python/tools/transformers/models/bart/export.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 ... | 99 | 4,187 |
onnxruntime | onnxruntime/python/tools/transformers/models/bart/utils/chain_enc_dec_with_beamsearch.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 ... | 150 | 5,741 |
onnxruntime | onnxruntime/python/tools/transformers/models/bart/utils/export_summarization_enc_dec_past.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 ... | 271 | 10,288 |
onnxruntime | onnxruntime/python/tools/transformers/models/bart/utils/onnx_inference.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 ... | 96 | 3,497 |
onnxruntime | onnxruntime/python/tools/transformers/models/bart/utils/export_summarization_edinit.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 ... | 210 | 7,887 |
onnxruntime | onnxruntime/python/tools/transformers/models/bart/utils/export_helper.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... | 172 | 6,292 |
onnxruntime | onnxruntime/python/tools/transformers/models/phi2/inference_example.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import time
import numpy as np
import torch
from transformers import Au... | 415 | 17,291 |
onnxruntime | onnxruntime/python/tools/transformers/models/phi2/__init__.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import os
import sys
sys.path.append(os.path.dirname(__file__))
transf... | 13 | 478 |
onnxruntime | onnxruntime/python/tools/transformers/models/phi2/convert_to_onnx.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
from __future__ import annotations
import argparse
import logging
import... | 591 | 20,408 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/demo_txt2img.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from TensorRT demo diffusion, which has the following license... | 104 | 3,312 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/diffusion_models.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from stable_diffusion_tensorrt_txt2img.py in diffusers and Te... | 1,319 | 50,398 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/demo_txt2img_xl.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from TensorRT demo diffusion, which has the following license... | 270 | 9,948 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/benchmark.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import argparse
import csv
import logging
import os
import statistics
i... | 1,512 | 49,574 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/trt_utilities.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import tensorrt as trt
TRT_LOGGER = trt.Logger(trt.Logger.ERROR)
def ... | 13 | 420 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/optimize_pipeline.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
#
# This script converts stable diffusion onnx models from float to half... | 591 | 21,648 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/demo_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from TensorRT demo diffusion, which has the following license... | 779 | 28,598 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/diffusion_schedulers.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from utilities.py of TensorRT demo diffusion, which has the f... | 1,180 | 48,289 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/engine_builder_tensorrt.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from TensorRT demo diffusion, which has the following license... | 396 | 15,621 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/engine_builder.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import hashlib
import os
from enum import Enum
import torch
from diffus... | 296 | 11,670 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/engine_builder_ort_cuda.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import gc
import logging
import os
import onnx
import torch
from diffu... | 388 | 15,854 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/engine_builder_ort_trt.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import gc
import logging
import os
import torch
from cuda import cudar... | 289 | 11,163 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/pipeline_stable_diffusion.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Modified from TensorRT demo diffusion, which has the following license... | 832 | 33,198 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/engine_builder_torch.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
from diffusion_models import PipelineInfo
from engine_bu... | 109 | 4,198 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/ort_optimizer.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
ONNX Model Optimizer for Stable Diffusion
"""
import gc
import log... | 137 | 5,717 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/benchmark_controlnet.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import gc
import importlib.util
import time
from statistics import mean... | 427 | 12,929 |
onnxruntime | onnxruntime/python/tools/transformers/models/stable_diffusion/test/check_image.py | .py | import argparse
import os
import cv2
import open_clip
import torch
from PIL import Image
from sentence_transformers import util
def arg_parser():
parser = argparse.ArgumentParser(description="Options for Compare 2 image")
parser.add_argument("--image1", type=str, help="Path to image 1")
parser.add_argume... | 79 | 2,600 |
onnxruntime | onnxruntime/python/tools/transformers/models/t5/t5_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# -------------------------------------------------------------------------
import logging
import os
from pathlib import Path
import torch
from floa... | 316 | 12,626 |
onnxruntime | onnxruntime/python/tools/transformers/models/t5/t5_encoder.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# -------------------------------------------------------------------------
import logging
import random
import torch
from transformers import MT5Co... | 71 | 2,249 |
onnxruntime | onnxruntime/python/tools/transformers/models/t5/convert_to_onnx.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 ... | 319 | 10,192 |
onnxruntime | onnxruntime/python/tools/transformers/models/t5/t5_decoder.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 ... | 438 | 16,751 |
onnxruntime | onnxruntime/python/tools/transformers/models/t5/t5_encoder_decoder_init.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# -------------------------------------------------------------------------
import logging
import os
import tempfile
from pathlib import Path
import... | 362 | 15,060 |
onnxruntime | onnxruntime/python/tools/transformers/models/longformer/benchmark_longformer.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
#
# This... | 822 | 29,409 |
onnxruntime | onnxruntime/python/tools/transformers/models/longformer/convert_to_onnx.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This ... | 414 | 14,794 |
onnxruntime | onnxruntime/python/tools/transformers/models/longformer/generate_test_data.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
# Generate test data for a longformer model, so that we can use onnxrun... | 348 | 9,617 |
onnxruntime | onnxruntime/python/tools/transformers/models/longformer/longformer_helper.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
# This s... | 77 | 3,047 |
onnxruntime | onnxruntime/python/tools/transformers/models/longformer/torch_extensions/setup.py | .py | from setuptools import setup
from torch.utils.cpp_extension import BuildExtension, CppExtension
setup(
name="longformer_attention",
ext_modules=[
CppExtension(
name="longformer_attention",
sources=["longformer_attention.cpp"],
include_dirs=[],
extra_compi... | 16 | 399 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/image_encoder.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import warnings
import torch
from sam2.modeling.sam2_bas... | 237 | 9,552 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/benchmark_sam2.py | .py | # -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
"""
Benchmark performance of SAM2 encoder with ORT or PyTorch. See benc... | 639 | 21,830 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/sam2_image_onnx_predictor.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import numpy as np
import torch
from PIL.Image import I... | 280 | 12,423 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/sam2_utils.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import os
import sys
from collections.abc import Mapping
... | 148 | 5,520 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/convert_to_onnx.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import argparse
import os
import pathlib
import sys
import torch
from i... | 271 | 10,399 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/sam2_demo.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import os
import matplotlib.image as mpimg
import matplotlib.pyplot as ... | 322 | 10,501 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/image_decoder.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import warnings
import torch
import torch.nn.functional ... | 273 | 10,821 |
onnxruntime | onnxruntime/python/tools/transformers/models/sam2/mask_decoder.py | .py | # -------------------------------------------------------------------------
# Copyright (R) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------------------
import logging
import warnings
import torch
from image_encoder import S... | 209 | 8,858 |
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