repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
transformers | transformers-main/tests/repo_utils/test_check_copies.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 11,236 | 52.509524 | 119 | py |
transformers | transformers-main/tests/repo_utils/test_check_dummies.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 4,658 | 35.685039 | 116 | py |
transformers | transformers-main/tests/repo_utils/test_tests_fetcher.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 38,536 | 45.939099 | 169 | py |
transformers | transformers-main/tests/optimization/test_optimization.py | # coding=utf-8
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless requir... | 6,830 | 35.529412 | 108 | py |
transformers | transformers-main/tests/sagemaker/conftest.py | # we define a fixture function below and it will be "used" by
# referencing its name from tests
import os
import pytest
from attr import dataclass
os.environ["AWS_DEFAULT_REGION"] = "us-east-1" # defaults region
@dataclass
class SageMakerTestEnvironment:
framework: str
role = "arn:aws:iam::558105141721:r... | 2,188 | 32.676923 | 148 | py |
transformers | transformers-main/tests/sagemaker/test_single_node_gpu.py | import json
import os
import subprocess
import unittest
from ast import literal_eval
import pytest
from parameterized import parameterized_class
from . import is_sagemaker_available
if is_sagemaker_available():
from sagemaker import Session, TrainingJobAnalytics
from sagemaker.huggingface import HuggingFace... | 3,553 | 36.020833 | 117 | py |
transformers | transformers-main/tests/sagemaker/test_multi_node_data_parallel.py | import json
import os
import subprocess
import unittest
from ast import literal_eval
import pytest
from parameterized import parameterized, parameterized_class
from . import is_sagemaker_available
if is_sagemaker_available():
from sagemaker import Session, TrainingJobAnalytics
from sagemaker.huggingface imp... | 4,253 | 37.672727 | 118 | py |
transformers | transformers-main/tests/sagemaker/test_multi_node_model_parallel.py | import json
import os
import subprocess
import unittest
from ast import literal_eval
import pytest
from parameterized import parameterized, parameterized_class
from . import is_sagemaker_available
if is_sagemaker_available():
from sagemaker import Session, TrainingJobAnalytics
from sagemaker.huggingface imp... | 4,519 | 35.747967 | 117 | py |
transformers | transformers-main/tests/sagemaker/scripts/pytorch/run_ddp.py | import json
import logging
import os
import subprocess
from argparse import ArgumentParser
logger = logging.getLogger(__name__)
def parse_args():
parser = ArgumentParser()
parsed, unknown = parser.parse_known_args()
for arg in unknown:
if arg.startswith(("-", "--")):
parser.add_argum... | 1,468 | 26.716981 | 102 | py |
transformers | transformers-main/tests/sagemaker/scripts/tensorflow/run_tf.py | import argparse
import logging
import sys
import time
import tensorflow as tf
from datasets import load_dataset
from transformers import AutoTokenizer, TFAutoModelForSequenceClassification
if __name__ == "__main__":
parser = argparse.ArgumentParser()
# Hyperparameters sent by the client are passed as comma... | 3,689 | 39.549451 | 112 | py |
transformers | transformers-main/tests/sagemaker/scripts/tensorflow/run_tf_dist.py | import argparse
import logging
import os
import sys
import time
import tensorflow as tf
from datasets import load_dataset
from tqdm import tqdm
from transformers import AutoTokenizer, TFAutoModelForSequenceClassification
from transformers.utils import is_sagemaker_dp_enabled
if os.environ.get("SDP_ENABLED") or is_s... | 7,323 | 37.145833 | 110 | py |
transformers | transformers-main/tests/extended/test_trainer_ext.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 15,114 | 38.361979 | 119 | py |
transformers | transformers-main/tests/benchmark/test_benchmark.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 10,646 | 39.177358 | 91 | py |
transformers | transformers-main/tests/utils/test_image_utils.py | # coding=utf-8
# Copyright 2021 HuggingFace Inc.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | 27,697 | 44.184339 | 119 | py |
transformers | transformers-main/tests/utils/test_cli.py | # coding=utf-8
# Copyright 2019-present, 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/licenses/LICENSE-2.0
#
# Unless required by a... | 3,897 | 41.369565 | 130 | py |
transformers | transformers-main/tests/utils/test_generic.py | # coding=utf-8
# Copyright 2019-present, 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/licenses/LICENSE-2.0
#
# Unless required by a... | 7,223 | 34.940299 | 114 | py |
transformers | transformers-main/tests/utils/test_doc_samples.py | # coding=utf-8
# Copyright 2019-present, 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/licenses/LICENSE-2.0
#
# Unless required by a... | 4,407 | 37.330435 | 105 | py |
transformers | transformers-main/tests/utils/test_modeling_tf_core.py | # coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | 18,657 | 43.636364 | 119 | py |
transformers | transformers-main/tests/utils/test_activations.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 2,569 | 33.266667 | 88 | py |
transformers | transformers-main/tests/utils/test_file_utils.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 5,544 | 40.380597 | 117 | py |
transformers | transformers-main/tests/utils/test_offline.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 7,692 | 36.164251 | 112 | py |
transformers | transformers-main/tests/utils/test_skip_decorators.py | # coding=utf-8
# Copyright 2019-present, 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/licenses/LICENSE-2.0
#
# Unless required by a... | 3,519 | 28.090909 | 98 | py |
transformers | transformers-main/tests/utils/test_add_new_model_like.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 57,190 | 35.92124 | 118 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_document_question_answering.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 13,383 | 35.172973 | 122 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_visual_question_answering.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 4,124 | 34.560345 | 117 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_translation.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 7,079 | 39.227273 | 119 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_text2text_generation.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 4,815 | 36.625 | 109 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_summarization.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 9,020 | 56.826923 | 146 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_object_detection.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 11,726 | 41.48913 | 120 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_feature_extraction.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 20,797 | 95.287037 | 3,143 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_zero_shot_object_detection.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 9,788 | 41.56087 | 118 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_conversational.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 17,390 | 42.261194 | 119 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_zero_shot_image_classification.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 9,367 | 37.55144 | 120 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_text_classification.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 8,485 | 41.643216 | 117 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_zero_shot_audio_classification.py | # Copyright 2023 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 3,401 | 34.810526 | 112 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_token_classification.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 41,746 | 42.62278 | 197 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_depth_estimation.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 4,056 | 33.974138 | 106 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_automatic_speech_recognition.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 57,703 | 42.81473 | 205 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_image_segmentation.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 27,418 | 37.241283 | 121 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_image_classification.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 8,289 | 36.342342 | 106 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_zero_shot.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 15,704 | 49.99026 | 119 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_text_generation.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 14,124 | 38.236111 | 138 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_mask_generation.py | # Copyright 2023 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 6,783 | 41.136646 | 113 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_table_question_answering.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 30,800 | 44.766716 | 118 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_image_to_text.py | # Copyright 2022 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 9,296 | 35.458824 | 150 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_fill_mask.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 19,065 | 43.44289 | 119 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_question_answering.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 26,872 | 52.213861 | 3,558 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_common.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 32,117 | 35.706286 | 119 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_video_classification.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 3,485 | 34.212121 | 119 | py |
transformers | transformers-main/tests/pipelines/test_pipelines_audio_classification.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 4,678 | 33.404412 | 115 | py |
transformers | transformers-main/tests/generation/test_beam_search.py | # coding=utf-8
# Copyright 2020 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 25,124 | 42.468858 | 119 | py |
transformers | transformers-main/tests/generation/test_streamers.py | # coding=utf-8
# Copyright 2023 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 5,952 | 47.398374 | 118 | py |
transformers | transformers-main/tests/generation/test_tf_utils.py | # coding=utf-8
# Copyright 2022 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 14,953 | 42.725146 | 119 | py |
transformers | transformers-main/tests/generation/test_stopping_criteria.py | # coding=utf-8
# Copyright 2020 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 3,595 | 31.690909 | 98 | py |
transformers | transformers-main/tests/generation/test_flax_logits_process.py | # coding=utf-8
# Copyright 2021 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 12,704 | 40.930693 | 122 | py |
transformers | transformers-main/tests/generation/test_flax_utils.py | # Copyright 2021 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 12,163 | 38.11254 | 107 | py |
transformers | transformers-main/tests/generation/test_framework_agnostic.py | """
Framework agnostic tests for generate()-related methods.
"""
import numpy as np
from transformers import AutoTokenizer
from transformers.testing_utils import slow, torch_device
class GenerationIntegrationTestsMixin:
# To be populated by the child classes
framework_dependent_parameters = {
"AutoM... | 32,298 | 45.878084 | 119 | py |
transformers | transformers-main/tests/generation/test_beam_constraints.py | # coding=utf-8
# Copyright 2020 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 4,428 | 37.181034 | 118 | py |
transformers | transformers-main/tests/generation/test_logits_process.py | # coding=utf-8
# Copyright 2020 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 32,338 | 42.524899 | 122 | py |
transformers | transformers-main/tests/generation/test_utils.py | # coding=utf-8
# Copyright 2020 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 123,025 | 43.222142 | 198 | py |
transformers | transformers-main/tests/bnb/test_4bit.py | # coding=utf-8
# Copyright 2022 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 19,142 | 38.147239 | 125 | py |
transformers | transformers-main/tests/bnb/test_mixed_int8.py | # coding=utf-8
# Copyright 2022 The HuggingFace Team Inc.
#
# 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 clone of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 31,292 | 38.812977 | 125 | py |
transformers | transformers-main/utils/update_tiny_models.py | # coding=utf-8
# Copyright 2023 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 7,272 | 35.18408 | 119 | py |
transformers | transformers-main/utils/tests_fetcher.py | # coding=utf-8
# Copyright 2021 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 36,418 | 40.574201 | 120 | py |
transformers | transformers-main/utils/print_env.py | #!/usr/bin/env python3
# coding=utf-8
# 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/licenses/LICENSE-2.0
#
# Unles... | 1,723 | 28.724138 | 86 | py |
transformers | transformers-main/utils/create_dummy_models.py | # coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless r... | 67,548 | 42.834523 | 120 | py |
transformers | transformers-main/utils/check_copies.py | # coding=utf-8
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 23,859 | 40.067126 | 126 | py |
transformers | transformers-main/utils/check_inits.py | # coding=utf-8
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 12,878 | 41.088235 | 117 | py |
transformers | transformers-main/utils/check_model_tester.py | # coding=utf-8
# Copyright 2023 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,598 | 39.609375 | 120 | py |
transformers | transformers-main/utils/past_ci_versions.py | import argparse
import os
past_versions_testing = {
"pytorch": {
"1.13": {
"torch": "1.13.1",
"torchvision": "0.14.1",
"torchaudio": "0.13.1",
"python": 3.9,
"cuda": "cu116",
"install": (
"python3 -m pip install --no-c... | 4,995 | 38.338583 | 114 | py |
transformers | transformers-main/utils/notification_service.py | # Copyright 2020 The HuggingFace Team. All rights reserved.
#
# 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/licenses/LICENSE-2.0
#
# Unless required by applicabl... | 41,883 | 39.545983 | 119 | py |
transformers | transformers-main/utils/add_pipeline_model_mapping_to_test.py | # coding=utf-8
# Copyright 2023 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 13,870 | 40.038462 | 117 | py |
transformers | transformers-main/utils/check_repo.py | # coding=utf-8
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 48,398 | 41.492537 | 128 | py |
transformers | transformers-main/utils/update_metadata.py | # coding=utf-8
# Copyright 2021 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 12,459 | 42.114187 | 118 | py |
transformers | transformers-main/utils/check_dummies.py | # coding=utf-8
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 6,221 | 35.816568 | 118 | py |
transformers | transformers-main/utils/check_table.py | # coding=utf-8
# 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/licenses/LICENSE-2.0
#
# Unless required by applicable... | 7,490 | 40.159341 | 116 | py |
transformers | transformers-main/utils/test_module/custom_modeling.py | import torch
from transformers import PreTrainedModel
from .custom_configuration import CustomConfig, NoSuperInitConfig
class CustomModel(PreTrainedModel):
config_class = CustomConfig
def __init__(self, config):
super().__init__(config)
self.linear = torch.nn.Linear(config.hidden_size, conf... | 772 | 21.735294 | 77 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/main.py | import argparse
import os
import os.path as osp
import torch
from torch import optim
from torchvision import transforms
import trainer
from datasets import get_dataloader
from models.loss import DetectionCriterion
from models.model import DetectionModel
def arguments():
parser = argparse.ArgumentParser()
p... | 3,338 | 33.78125 | 92 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/evaluate.py | import argparse
import json
import os
import os.path as osp
import numpy as np
import torch
from PIL import Image
from torch.utils import data
from torchvision import transforms
from tqdm import tqdm
import trainer
from datasets import get_dataloader
from datasets.wider_face import WIDERFace
from models.model import ... | 3,789 | 31.393162 | 83 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/trainer.py | from pathlib import Path
import numpy as np
import torch
from torch.nn import functional as nnfunc
from torchvision import transforms
from models.utils import get_bboxes
from utils.nms import nms
def print_state(idx, epoch, size, loss_cls, loss_reg):
if epoch >= 0:
message = "Epoch: [{0}][{1}/{2}]\t".fo... | 4,459 | 29.972222 | 89 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/models/loss.py | import numpy as np
import torch
from torch import nn
from .utils import balance_sampling
class AvgMeter:
def __init__(self):
self.average = 0
self.num_averaged = 0
def update(self, loss, size):
n = self.num_averaged
m = n + size
self.average = ((n * self.average) + fl... | 3,298 | 32.663265 | 91 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/models/model.py | import numpy as np
import torch
from torch import nn
from torchvision.models import resnet50, resnet101
class DetectionModel(nn.Module):
"""
Hybrid Model from Tiny Faces paper
"""
def __init__(self, base_model=resnet101, num_templates=1, num_objects=1):
super().__init__()
# 4 is for t... | 3,496 | 32.304762 | 97 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/datasets/processor.py | import numpy as np
from copy import deepcopy
from utils.visualize import draw_bounding_box, render_and_save_bboxes, visualize_bboxes
from utils.nms import nms
from utils.metrics import rect_dist
from utils.dense_overlap import compute_dense_overlap
import logging
logger = logging.getLogger("detector")
class DataPr... | 12,457 | 39.448052 | 115 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/datasets/__init__.py | import numpy as np
import os
import os.path as osp
import json
from utils.cluster import compute_kmedoids
from .wider_face import WIDERFace
from torch.utils import data
def get_dataloader(datapath, args, num_templates=25,
template_file="templates.json", img_transforms=None,
train... | 1,585 | 38.65 | 100 | py |
tiny-faces-pytorch | tiny-faces-pytorch-master/datasets/wider_face.py | from pathlib import Path
import numpy as np
import torch
from PIL import Image
from torch.utils.data import dataset
from torchvision import transforms
from utils import visualize
from .processor import DataProcessor
class WIDERFace(dataset.Dataset):
"""The WIDERFace dataset is generated using MATLAB,
so a ... | 8,229 | 34.938865 | 96 | py |
TSCP2 | TSCP2-main/src/main.py | import sys
import numpy as np
import argparse
import os
import tensorflow as tf
import matplotlib.pyplot as plt
# dataset
import TSCP2 as cp2
import losses as ls
from utils.DataHelper import load_dataset
from utils.estimate_CPD import estimate_CPs
parser = argparse.ArgumentParser(description='interface of running expe... | 6,984 | 43.775641 | 173 | py |
TSCP2 | TSCP2-main/src/losses.py | from tensorflow.keras import backend as K
import tensorflow as tf
import numpy as np
cosine_sim_1d = tf.keras.losses.CosineSimilarity(axis=1, reduction=tf.keras.losses.Reduction.NONE)
cosine_sim_2d = tf.keras.losses.CosineSimilarity(axis=2, reduction=tf.keras.losses.Reduction.NONE)
def _cosine_simililarity_dim1(x, y)... | 8,998 | 36.032922 | 161 | py |
TSCP2 | TSCP2-main/src/TSCP2.py | import os
from tensorflow.keras.layers import *
from tensorflow.keras.models import *
from tqdm import tqdm
import tensorflow as tf
from tcn import TCN
import numpy as np
import losses as ls
from utils.usc_ds_helper import ts_samples
#@tf.function
def train_step(xis, xjs, amodel, optimizer, criterion, temperature, s... | 4,665 | 41.036036 | 176 | py |
DG-Font | DG-Font-main/main.py | import argparse
import warnings
from datetime import datetime
from glob import glob
from shutil import copyfile
from collections import OrderedDict
import torch.nn
import torch.nn.parallel
import torch.backends.cudnn as cudnn
import torch.distributed as dist
import torch.optim
import torch.multiprocessing as mp
import... | 17,653 | 43.024938 | 1,912 | py |
DG-Font | DG-Font-main/functions/modulated_deform_conv_func.py | #!/usr/bin/env python
from __future__ import absolute_import
from __future__ import print_function
from __future__ import division
import math
import torch
from torch import nn
from torch.autograd import Function
from torch.nn.modules.utils import _pair
from torch.autograd.function import once_differentiable
import D... | 2,484 | 42.596491 | 83 | py |
DG-Font | DG-Font-main/tools/utils.py | import os
import torch
class Logger(object):
def __init__(self, log_dir):
self.last = None
def scalar_summary(self, tag, value, step):
if self.last and self.last['step'] != step:
print(self.last)
self.last = None
if self.last is None:
self.last = {'... | 1,968 | 25.608108 | 88 | py |
DG-Font | DG-Font-main/tools/ops.py | from torch import autograd
import torch
import torch.distributed as dist
from torch.nn import functional as F
def compute_grad_gp(d_out, x_in, is_patch=False):
batch_size = x_in.size(0)
grad_dout = autograd.grad(
outputs=d_out.sum() if not is_patch else d_out.mean(), inputs=x_in,
create_graph=... | 4,639 | 28.367089 | 97 | py |
DG-Font | DG-Font-main/modules/modulated_deform_conv.py | #!/usr/bin/env python
from __future__ import absolute_import
from __future__ import print_function
from __future__ import division
import torch
import math
from torch import nn
from torch.nn import init
from torch.nn.modules.utils import _pair
from functions.modulated_deform_conv_func import ModulatedDeformConvFuncti... | 5,186 | 44.902655 | 119 | py |
DG-Font | DG-Font-main/models/guidingNet.py | from torch import nn
import torch.nn.functional as F
try:
from models.blocks import Conv2dBlock, FRN
except:
from blocks import Conv2dBlock, FRN
cfg = {
'vgg11': [64, 'M', 128, 'M', 256, 256, 'M', 512, 512, 'M', 512, 512, 'M'],
'vgg13': [64, 64, 'M', 128, 128, 'M', 256, 256, 'M', 512, 512, 'M', 512, ... | 2,977 | 31.725275 | 120 | py |
DG-Font | DG-Font-main/models/discriminator.py | import torch
import torch.nn as nn
import torch.nn.functional as F
import numpy as np
import torch.nn.init as init
import math
try:
from models.blocks import FRN, ActFirstResBlk
except:
from blocks import FRN, ActFirstResBlk
class Discriminator(nn.Module):
"""Discriminator: (image x, domain y) -> (logit... | 3,132 | 34.202247 | 87 | py |
DG-Font | DG-Font-main/models/inception.py | import torch
import torch.nn as nn
import torch.nn.functional as F
from torchvision import models
try:
from torchvision.models.utils import load_state_dict_from_url
except ImportError:
from torch.utils.model_zoo import load_url as load_state_dict_from_url
# Inception weights ported to Pytorch from
# http://do... | 11,623 | 36.376206 | 126 | py |
DG-Font | DG-Font-main/models/generator.py | from torch import nn
import torch
import torch.nn.functional as F
import torch.nn.init as init
import scipy.io as io
import math
import numpy as np
try:
from models.blocks import LinearBlock, Conv2dBlock, ResBlocks
except:
from blocks import LinearBlock, Conv2dBlock, ResBlocks
import sys
sys.path.append('..')... | 7,688 | 38.229592 | 168 | py |
DG-Font | DG-Font-main/models/blocks.py | import torch
import torch.nn.functional as F
from torch import nn
class ResBlocks(nn.Module):
def __init__(self, num_blocks, dim, norm, act, pad_type, use_sn=False):
super(ResBlocks, self).__init__()
self.model = nn.ModuleList()
for i in range(num_blocks):
self.model.append(Res... | 7,518 | 33.64977 | 118 | py |
DG-Font | DG-Font-main/datasets/custom_dataset.py | import torch.utils.data as data
from PIL import Image
import os
import os.path
import sys
def has_file_allowed_extension(filename, extensions):
"""Checks if a file is an allowed extension.
Args:
filename (string): path to a file
extensions (iterable of strings): extensions to consider (lowe... | 9,235 | 33.207407 | 131 | py |
DG-Font | DG-Font-main/datasets/datasetgetter.py | import torch
from torchvision.datasets import ImageFolder
import os
import torchvision.transforms as transforms
from datasets.custom_dataset import ImageFolerRemap, CrossdomainFolder
class Compose(object):
def __init__(self, tf):
self.tf = tf
def __call__(self, img):
for t in self.tf:
... | 2,435 | 27.325581 | 91 | py |
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