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
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tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_gan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_onnx_runti... | 3,542 | 29.282051 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_craft.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tf_keras
from keras.applications.vgg16 import VGG16
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../ke... | 6,550 | 33.298429 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_crnn.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__... | 9,647 | 44.084112 | 118 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_bigan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tf_keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import r... | 4,507 | 30.305556 | 168 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_deep_speech.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__... | 6,881 | 39.964286 | 106 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_pix2pix.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 5,618 | 32.446429 | 168 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_unet.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import keras_segmentation
import onnxruntime
from os.path import dirname, abspath
from mock_keras2onnx.proto import keras, is_keras_older_than
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from packaging.version import Ve... | 6,020 | 42.316547 | 116 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_dcgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 4,335 | 32.353846 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_music_generation.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
import tensorflow as tf
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(... | 11,436 | 33.448795 | 106 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_deep_speaker.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_keras_and_... | 5,827 | 34.754601 | 136 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_segnet_2.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
import tensorflow as tf
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(... | 10,721 | 37.430108 | 112 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_fcn.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import keras_segmentation
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_image
img_path = os.path.join(os.path.dirname(__file__), '../data... | 840 | 25.28125 | 87 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_deep_rl.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras.initializers import RandomUniform
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_te... | 4,790 | 34.488889 | 122 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_nonlocal.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
from keras.regularizers import l2
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
fro... | 20,235 | 37.471483 | 116 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_mask_rcnn.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
from mock_keras2onnx import set_converter
from mock_keras2onnx.proto import keras
import onnx
import numpy as np
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../kera... | 3,410 | 36.483516 | 114 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_densenet_1.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import keras_segmentation
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_image
img_path = os.path.join(os.path.dirname(__file__), '../dat... | 1,202 | 29.846154 | 99 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_mlstm_fcn.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
sys.path.insert(0, os.path.join(dirname(abspath(__file__... | 4,770 | 31.903448 | 112 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/run_all.py | # SPDX-License-Identifier: Apache-2.0
import os
from os import listdir
from os.path import isfile, join
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('--exclude')
args = parser.parse_args()
exclude_set = set(args.exclude.split()) if args.exclude is not None else set()
os.environ["PYTHONPATH"... | 918 | 26.848485 | 108 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_keras_applications_v2.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
from mock_keras2onnx.proto import keras
from mock_keras2onnx.proto.tfcompat import is_tf2
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_i... | 2,691 | 33.512821 | 87 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_ssrnet.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras.applications import VGG19
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onn... | 9,524 | 41.333333 | 131 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_lsgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 3,548 | 29.076271 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_yolov3.py | # SPDX-License-Identifier: Apache-2.0
import os
from os.path import dirname, abspath
import numpy as np
import unittest
import sys
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../yolov3'))
from keras.models import ... | 4,362 | 39.027523 | 165 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_pixelda.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import keras_contrib
import numpy as np
from mock_keras2onnx import set_converter
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '.... | 5,796 | 31.027624 | 119 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_image_outpainting.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
from mock_keras2onnx import set_converter
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests... | 5,915 | 32.805714 | 116 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_wgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 4,302 | 31.353383 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_pspnet.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import keras
import keras_segmentation
import numpy as np
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_image
img_path = os.path.join(os.... | 3,344 | 36.58427 | 108 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_nlp.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tensorflow_older_than
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_u... | 8,385 | 42.450777 | 156 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_dual_path_network.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras.regularizers import l2
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
fro... | 11,171 | 38.338028 | 121 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_ocr.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
import tensorflow as tf
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_uti... | 10,561 | 41.58871 | 112 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_sgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_keras_older_than
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from... | 4,549 | 32.703704 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_infogan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 4,941 | 34.049645 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_aae.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tf_keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import r... | 4,067 | 30.292308 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_bgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tf_keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import r... | 3,634 | 30.336207 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_inception_v4.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras.applications import VGG19
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onn... | 6,729 | 26.469388 | 108 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_cyclegan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import keras_contrib
import numpy as np
from mock_keras2onnx import set_converter
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '.... | 6,164 | 33.060773 | 192 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_discogan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import keras_contrib
import numpy as np
from mock_keras2onnx import set_converter
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '.... | 6,363 | 33.4 | 192 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_se_inc_resnet.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from mock_keras2onnx.proto.tfcompat import is_tf2
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2on... | 10,376 | 35.797872 | 112 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_densenet_2.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import keras_segmentation
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_image
img_path = os.path.join(os.path.dirname(__file__), '../dat... | 1,258 | 29.707317 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_open_face.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tf_keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import r... | 15,525 | 55.871795 | 129 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_semantic_segmentation.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
import math
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from mock_keras2onnx.proto import keras
from keras.initializers import RandomNormal
from os.path import dirname, abspath
... | 82,051 | 36.552403 | 149 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_acgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 5,263 | 34.093333 | 168 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_cogan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 4,356 | 30.572464 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/run_all_v2.py | # SPDX-License-Identifier: Apache-2.0
import os
os.environ["PYTHONPATH"] = \
os.environ.get("PYTHONPATH", "") + os.pathsep + "../../keras2onnx_unit_tests" + os.pathsep + "../../../"
os.environ["TF2ONNX_CATCH_ERRORS"] = "FALSE"
files = ['test_keras_applications_v2.py', 'test_transformers.py', 'test_chatbot.py', 't... | 652 | 27.391304 | 108 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_srgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras.applications import VGG19
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onn... | 6,736 | 33.372449 | 192 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_series_net.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras.regularizers import l2
from keras.initializers import TruncatedNormal
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(absp... | 4,217 | 34.445378 | 120 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_wgan_gp.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 5,803 | 32.94152 | 107 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_transformers.py | # SPDX-License-Identifier: Apache-2.0
import os
from os.path import dirname, abspath
import unittest
import sys
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
import json
import urllib.request
import pickle
import numpy as np
import tensorflow as tf
from onnxconverter_common.... | 24,209 | 51.516269 | 135 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_efn.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
from os.path import dirname, abspath
from mock_keras2onnx.proto import keras, is_tensorflow_older_than
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_image
img_path = os.path... | 1,491 | 32.155556 | 95 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_chatbot.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from mock_keras2onnx.proto.tfcompat import is_tf2
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2on... | 4,426 | 40.764151 | 130 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_unet_plus_plus.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import numpy as np
import onnxruntime
from os.path import dirname, abspath
from mock_keras2onnx.proto import keras, is_keras_older_than
from keras.applications.vgg16 import VGG16
from onnxconverter_common.onnx_ex import get_maximum_opset_suppor... | 5,964 | 35.820988 | 113 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_ccgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import keras_contrib
import numpy as np
from mock_keras2onnx import set_converter
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '.... | 5,232 | 33.202614 | 131 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_nbeats.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_keras_and_... | 10,673 | 38.680297 | 116 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_resnext.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from mock_keras2onnx.proto.tfcompat import is_tf2
if is_tf2:
def l2(weight_decay):
# old keras layer expects a tuple but tf keras wants a single value... | 16,488 | 41.497423 | 112 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_lipnet.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_keras_and_... | 3,930 | 37.920792 | 136 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_deeplab_v3.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__... | 16,644 | 42.233766 | 117 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_nasnet_mobile.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_keras_and_... | 16,919 | 44.12 | 118 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_autoencoder.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_keras_and_... | 4,717 | 33.948148 | 123 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_keras_applications.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from onnxconverter_common.onnx_ex import get_maximum_opset_supported
from mock_keras2onnx.proto import keras, is_keras_older_than
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(di... | 16,893 | 42.096939 | 144 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_resume_parser.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_keras_and_... | 6,421 | 37.22619 | 123 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_deepface.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import run_onnx_runti... | 3,815 | 37.16 | 108 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_semantic_embeddings.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras
from keras import regularizers
from keras.engine import Layer, InputSpec
from keras.utils import layer_utils, conv_utils
from os.path import dirname, abspath
sys.... | 17,495 | 37.537445 | 120 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_applications/nightly_build/test_dualgan.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import unittest
import mock_keras2onnx
import onnx
import numpy as np
from mock_keras2onnx.proto import keras
from os.path import dirname, abspath
sys.path.insert(0, os.path.join(dirname(abspath(__file__)), '../../keras2onnx_tests/'))
from test_utils import ru... | 4,281 | 30.485294 | 168 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/test_layers.py | # SPDX-License-Identifier: Apache-2.0
import pytest
import numpy as np
from mock_keras2onnx.proto.tfcompat import is_tf2, tensorflow as tf
from mock_keras2onnx.proto import (keras, is_tf_keras,
is_tensorflow_older_than, is_tensorflow_later_than,
is_... | 115,744 | 41.289003 | 229 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/conftest.py | # SPDX-License-Identifier: Apache-2.0
import os
import pytest
import numpy as np
import tensorflow as tf
from mock_keras2onnx.proto import keras, is_tf_keras
from test_utils import run_onnx_runtime
from mock_keras2onnx.proto.tfcompat import is_tf2
K = keras.backend
@pytest.fixture(scope='function')
def runner():
... | 880 | 22.184211 | 74 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/test_subclassing.py | # SPDX-License-Identifier: Apache-2.0
import pytest
import mock_keras2onnx
import numpy as np
import tensorflow as tf
from test_utils import convert_keras_for_test as convert_keras
from mock_keras2onnx.proto import is_tensorflow_older_than
if (not mock_keras2onnx.proto.is_tf_keras) or (not mock_keras2onnx.proto.tfcom... | 8,436 | 34.599156 | 102 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/test_cgan.py | # SPDX-License-Identifier: Apache-2.0
import pytest
import tensorflow as tf
import mock_keras2onnx
import numpy as np
from mock_keras2onnx.proto import keras, is_tf_keras, is_tensorflow_older_than
from tf2onnx.keras2onnx_api import convert_keras
from packaging.version import Version
Activation = keras.layers.Activati... | 4,662 | 34.325758 | 111 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/test_utils.py | # SPDX-License-Identifier: Apache-2.0
import os
import sys
import onnx
from onnx import helper
import numpy as np
import mock_keras2onnx
from mock_keras2onnx.proto import keras, is_keras_older_than
from mock_keras2onnx.proto.tfcompat import is_tf2
from packaging.version import Version
from tf2onnx.keras2onnx_api impor... | 13,088 | 37.497059 | 122 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/mock_keras2onnx/__init__.py |
from tf2onnx.keras2onnx_api import convert_keras
def set_converter(*args, **kwargs):
pass
| 96 | 15.166667 | 48 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/mock_keras2onnx/proto/tfcompat.py | # SPDX-License-Identifier: Apache-2.0
import os
import tensorflow as _tf
from packaging.version import Version
is_tf2 = Version(_tf.__version__.split('-')[0]) >= Version("2.0.0")
def normalize_tensor_shape(tensor_shape):
if is_tf2:
return [d for d in tensor_shape]
else:
return [d.value for ... | 1,292 | 27.733333 | 83 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/mock_keras2onnx/proto/__init__.py | # SPDX-License-Identifier: Apache-2.0
import os
import tensorflow
from packaging.version import Version
# Rather than using ONNX protobuf definition throughout our codebase, we import ONNX protobuf definition here so that
# we can conduct quick fixes by overwriting ONNX functions without changing any lines elsewhere.... | 2,109 | 29.57971 | 117 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/keras2onnx_unit_tests/mock_keras2onnx/ke2onnx/batch_norm.py | convert_keras_batch_normalization = None | 40 | 40 | 40 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/tfhub/tfhub_mobile_food_segmenter_V1.py | # SPDX-License-Identifier: Apache-2.0
import os
import numpy
from _tools import generate_random_images, benchmark
import tf2onnx
import onnxruntime as ort
def main(opset=13):
url = "https://tfhub.dev/google/seefood/segmenter/mobile_food_segmenter_V1/1?tf-hub-format=compressed"
dest = "tf-mobile_food_segmenter... | 1,400 | 30.840909 | 106 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/tfhub/tfhub_lambert_en_uncased_L-24_H-1024_A-16.py | # SPDX-License-Identifier: Apache-2.0
import os
from collections import OrderedDict
import numpy
import numpy.random as rnd
from _tools import generate_text_inputs, benchmark
def main(opset=13):
if False:
import tensorflow as tf
import tensorflow_text
import tensorflow_hub as hub
... | 1,706 | 39.642857 | 123 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/tfhub/tfhub_resnet_v1_101_keras.py | # SPDX-License-Identifier: Apache-2.0
import os
import numpy
import onnxruntime as ort
import tensorflow as tf
import tensorflow_hub as hub
import tf2onnx
from _tools import generate_random_images, check_discrepencies
imgs = generate_random_images(shape=(1, 224, 224, 3), scale=1.)
model = tf.keras.Sequential([
hu... | 1,201 | 29.820513 | 86 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/tfhub/tfhub_albert_en_xlarge_keras.py | # Adapted the sample code on https://tfhub.dev/tensorflow/albert_en_xlarge/3
import tensorflow_text as text
import tensorflow as tf
import tensorflow_hub as hub
# Using hub.load instead of KerasLayer lets us easily intercept the results of the
# preprocessor before passing it to the encoder
preprocessor = hub.load("ht... | 2,127 | 37.690909 | 98 | py |
tensorflow-onnx | tensorflow-onnx-main/tests/tfhub/tfhub_mobilebert_en_uncased.py | # SPDX-License-Identifier: Apache-2.0
import os
from collections import OrderedDict
import numpy
import numpy.random as rnd
from _tools import generate_text_inputs, benchmark
def main(opset=13):
if False:
import tensorflow as tf
import tensorflow_text
import tensorflow_hub as hub
... | 1,308 | 35.361111 | 118 | py |
sherpa | sherpa-master/generate_readme.py | import os
welcome_text = """SHERPA: A Python Hyperparameter Optimization Library
====================================================
.. figure:: https://docs.google.com/drawings/d/e/2PACX-1vRaTP5d5WqT4KY4V57niI4wFDkz0098zHTRzZ9n7SzzFtdN5akBd75HchBnhYI-GPv_AYH1zYa0O2_0/pub?w=522&h=150
:figwidth: 100%
:align: ... | 1,298 | 36.114286 | 151 | py |
sherpa | sherpa-master/sherpa/core.py | """
SHERPA is a Python library for hyperparameter tuning of machine learning models.
Copyright (C) 2018 Lars Hertel, Peter Sadowski, and Julian Collado.
This file is part of SHERPA.
SHERPA is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the... | 31,945 | 36.060325 | 112 | py |
sherpa | sherpa-master/sherpa/database.py | """
SHERPA is a Python library for hyperparameter tuning of machine learning models.
Copyright (C) 2018 Lars Hertel, Peter Sadowski, and Julian Collado.
This file is part of SHERPA.
SHERPA is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the... | 10,144 | 36.161172 | 177 | py |
sherpa | sherpa-master/examples/parallel-examples/bianchini/bianchini.py | # Train simple network on 2D data.
# Author: Peter Sadowski
from __future__ import print_function
import numpy as np
import sherpa
from keras.models import Model
from keras.layers import Dense, Input
from keras.optimizers import SGD
def dataset_bianchini(batchsize, k=1):
'''
Synthetic data set where we can c... | 2,585 | 31.734177 | 123 | py |
sherpa | sherpa-master/examples/parallel-examples/mnistmlp/trial.py | from __future__ import print_function
import os
os.environ['CUDA_VISIBLE_DEVICES'] = ''
import sherpa
import keras
from keras.models import Model
from keras.layers import Dense, Input, Dropout
from keras.optimizers import SGD
from keras.datasets import mnist
def define_model(params):
"""
Return compiled model... | 2,619 | 30.95122 | 93 | py |
sherpa | sherpa-master/examples/parallel-examples/mnistcnnpbt/mnist_cnn.py | '''Trains a simple convnet on the MNIST dataset.
Gets to 99.25% test accuracy after 12 epochs
(there is still a lot of margin for parameter tuning).
16 seconds per epoch on a GRID K520 GPU.
'''
from __future__ import print_function
import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
import tensorflow as tf
CONFIG = tf.... | 3,873 | 37.74 | 109 | py |
sherpa | sherpa-master/examples/parallel-examples/fashion_mnist_benchmark/fashion_mlp.py | '''Trains a simple deep NN on the MNIST dataset.
Gets to 98.40% test accuracy after 20 epochs
(there is *a lot* of margin for parameter tuning).
2 seconds per epoch on a K520 GPU.
'''
from __future__ import print_function
import os
import time
os.environ['CUDA_VISIBLE_DEVICES'] = ''
import sherpa
import keras
from ker... | 2,681 | 36.25 | 137 | py |
sherpa | sherpa-master/tests/test_database.py | import os
import pytest
import sys
import sherpa
import sherpa.core
import sherpa.schedulers
import sherpa.database
try:
import unittest.mock as mock
except ImportError:
import mock
import logging
import time
import warnings
from testing_utils import *
def test_database(test_dir):
test_trial = get_test_tr... | 3,431 | 33.32 | 79 | py |
sherpa | sherpa-master/docs/conf.py | """
SHERPA is a Python library for hyperparameter tuning of machine learning models.
Copyright (C) 2018 Lars Hertel, Peter Sadowski, and Julian Collado.
This file is part of SHERPA.
SHERPA is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the... | 6,552 | 30.965854 | 80 | py |
socks | socks-main/docs/conf.py | # Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------------------------------------------------------------
# If e... | 4,549 | 26.743902 | 222 | py |
perm_hmm | perm_hmm-master/example_scripts/plot_binned_histograms.py | import os
parentdir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
os.sys.path.insert(0, parentdir)
import fire
import numpy as np
from scipy.special import logsumexp
import matplotlib.pyplot as plt
import torch
import pyro.distributions as dist
from example_systems.beryllium import dimensionful_gamma, ... | 3,662 | 34.563107 | 151 | py |
perm_hmm | perm_hmm-master/example_scripts/beryllium_plot.py | import os
import sys
parentdir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
sys.path.insert(0, parentdir)
parentdir = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, parentdir)
import fire
import numpy as np
import matplotlib.pyplot as plt
import torch
import pyro.distributions as dist
... | 9,318 | 38.155462 | 226 | py |
perm_hmm | perm_hmm-master/example_scripts/exhaustive_three_states.py | import os
import matplotlib.pyplot as plt
from matplotlib.ticker import FormatStrFormatter
parentdir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
os.sys.path.insert(0, parentdir)
import fire
import numpy as np
import torch
from perm_hmm.simulator import HMMSimulator
from perm_hmm.util import log1me... | 7,615 | 35.792271 | 170 | py |
perm_hmm | perm_hmm-master/perm_hmm/loss_functions.py | r"""Loss functions for the
:py:class:`~perm_hmm.postprocessing.ExactPostprocessor` and
:py:class:`~perm_hmm.postprocessing.EmpiricalPostprocessor` classes.
"""
import torch
from perm_hmm.util import ZERO
def log_zero_one(state, classification):
r"""Log zero-one loss.
Returns ``log(int(classification != stat... | 2,495 | 27.363636 | 80 | py |
perm_hmm | perm_hmm-master/perm_hmm/simulator.py | """
Simulates the initial state discrimination experiment using different
methods, to compare the resulting error rates.
"""
import torch
from perm_hmm.util import num_to_data
from perm_hmm.postprocessing import ExactPostprocessor, EmpiricalPostprocessor
from perm_hmm.classifiers.perm_classifier import PermClassifier... | 7,817 | 38.887755 | 104 | py |
perm_hmm | perm_hmm-master/perm_hmm/log_cost.py | r"""Log costs to be used with the
:py:class:`~perm_hmm.policies.min_tree.MinTreePolicy` class.
"""
import torch
def log_initial_entropy(log_probs: torch.Tensor):
"""
Calculates the log of the initial state posterior entropy from log_probs, with dimensions
-1: s_k, -2: s_1
:param log_probs:
:retur... | 1,155 | 23.595745 | 97 | py |
perm_hmm | perm_hmm-master/perm_hmm/util.py | """This module includes a few utility functions.
"""
from functools import reduce
from operator import mul
import torch
import numpy as np
from scipy.special import logsumexp, expm1, log1p
ZERO = 10**(-14)
def bin_ent(logits_tensor):
"""Computes the binary entropy of a tensor of independent log probabilities.
... | 8,762 | 29.217241 | 127 | py |
perm_hmm | perm_hmm-master/perm_hmm/binning.py | import warnings
import torch
from pyro.distributions import Categorical
from itertools import combinations
from perm_hmm.models.hmms import ExpandedHMM, DiscreteHMM
from perm_hmm.simulator import HMMSimulator
def bin_histogram(base_hist, bin_edges):
r"""Given a histogram, bins it using the given bin edges.
B... | 7,504 | 45.32716 | 133 | py |
perm_hmm | perm_hmm-master/perm_hmm/rate_comparisons.py | import torch
from perm_hmm.models.hmms import PermutedDiscreteHMM
from perm_hmm.simulator import HMMSimulator
from perm_hmm.loss_functions import log_zero_one
def exact_rates(phmm: PermutedDiscreteHMM, num_steps, perm_policy, classifier=None, verbosity=0, log_loss=None):
r"""Provides plumbing for comparing the m... | 3,152 | 39.948052 | 146 | py |
perm_hmm | perm_hmm-master/perm_hmm/postprocessing.py | """
Classes to be used for postprocessing data after a simulation.
"""
import warnings
import numpy as np
import torch
from scipy.stats import beta
from perm_hmm.util import ZERO
from perm_hmm.loss_functions import zero_one, log_zero_one
def clopper_pearson(alpha, num_successes, total_trials):
"""
Computes ... | 15,799 | 39.306122 | 170 | py |
perm_hmm | perm_hmm-master/perm_hmm/return_types.py | from typing import NamedTuple
import torch
hmm_fields = [
('states', torch.Tensor),
('observations', torch.Tensor),
]
HMMOutput = NamedTuple('HMMOutput', hmm_fields)
| 180 | 11.928571 | 47 | py |
perm_hmm | perm_hmm-master/perm_hmm/policies/belief_tree.py | r"""Provides functions used by strategies that use a tree to select the
permutation.
To compute optimal permutations, we use the belief states
.. math::
b(y^{k-1}) := \mathbb{P}(s_0, s_k|y^{k-1}),
where the :math:`s_k` are the states of the HMM at step :math:`k`, and the
superscript :math:`y^{k-1}` is the sequen... | 12,770 | 45.44 | 130 | py |
perm_hmm | perm_hmm-master/perm_hmm/policies/exhaustive.py | r"""Exhaustively searches the best permutations for all possible observations.
This is a policy that exhaustively searches the best permutations for all
possible observations. This method is very slow and should only be used for
testing purposes. The complexity of this method is O((n*p)**t), where n is the
number of p... | 12,317 | 42.373239 | 188 | py |
perm_hmm | perm_hmm-master/perm_hmm/policies/belief.py | r"""Computes belief states of HMMs with permutations.
This module contains the :py:class:`~perm_hmm.policies.belief.HMMBeliefState`
class, which computes belief states of HMMs with permutations in a tree-like
manner.
This module also contains the
:py:class:`~perm_hmm.policies.belief.BeliefStatePolicy` class, which is... | 21,372 | 43.807128 | 138 | py |
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