2025-02-18T15:31:14,176 Created temporary directory: /tmp/pip-build-tracker-v3mw_kkk 2025-02-18T15:31:14,177 Initialized build tracking at /tmp/pip-build-tracker-v3mw_kkk 2025-02-18T15:31:14,178 Created build tracker: /tmp/pip-build-tracker-v3mw_kkk 2025-02-18T15:31:14,178 Entered build tracker: /tmp/pip-build-tracker-v3mw_kkk 2025-02-18T15:31:14,179 Created temporary directory: /tmp/pip-wheel-q_hbf1l9 2025-02-18T15:31:14,183 Created temporary directory: /tmp/pip-ephem-wheel-cache-hkyr1orr 2025-02-18T15:31:14,228 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-02-18T15:31:14,230 2 location(s) to search for versions of quantizeml: 2025-02-18T15:31:14,230 * https://pypi.org/simple/quantizeml/ 2025-02-18T15:31:14,230 * https://www.piwheels.org/simple/quantizeml/ 2025-02-18T15:31:14,231 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2025-02-18T15:31:14,232 Getting page https://pypi.org/simple/quantizeml/ 2025-02-18T15:31:14,233 Found index url https://pypi.org/simple/ 2025-02-18T15:31:14,455 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2025-02-18T15:31:14,465 Found link https://files.pythonhosted.org/packages/c9/cf/06f942f7e9c5127a1c45d1e99a77944800698530985679668b49e23454b6/quantizeml-0.0.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.1 2025-02-18T15:31:14,466 Found link https://files.pythonhosted.org/packages/c5/0e/e4dddac5590c45071afeff67a41eb59e9d67fd4999763fec97eacfe2028d/quantizeml-0.0.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.2 2025-02-18T15:31:14,467 Found link https://files.pythonhosted.org/packages/93/20/cd1bc2c8f57952fcd9efee1ed18fdec3a95b351991d6750d852482dd4fb6/quantizeml-0.0.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.3 2025-02-18T15:31:14,468 Found link https://files.pythonhosted.org/packages/70/8a/d3379f2d9edf7d49e93542e7a38cc69a6f971ee4fac0988a70e857b4d199/quantizeml-0.0.4.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.4 2025-02-18T15:31:14,469 Found link https://files.pythonhosted.org/packages/32/af/8a3861de3ed0bd6bb1df11886f29e3a5c7a4a53bc248cccc2cf6ade3143e/quantizeml-0.0.5.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.5 2025-02-18T15:31:14,470 Found link https://files.pythonhosted.org/packages/e6/8c/c8042ee87886e79640f250194a47bae35dd43ff407aa4f769075b57312ea/quantizeml-0.0.6.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.6 2025-02-18T15:31:14,471 Found link https://files.pythonhosted.org/packages/56/3d/d34a291a97e0f02e3156703d5cbb9663d5c65b194b919123cbae3affb449/quantizeml-0.0.7.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.7 2025-02-18T15:31:14,472 Found link 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Found link https://files.pythonhosted.org/packages/ca/6a/bd9cf6a01b5af4f131fa5887dc8b724b754981613a43f994df675483d646/quantizeml-0.13.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.13.1 2025-02-18T15:31:14,507 Found link https://files.pythonhosted.org/packages/08/a9/b5bfd844b9548d802355737f01965b7f06b2b95bac7dc735324cbd62b009/quantizeml-0.14.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.14.0 2025-02-18T15:31:14,508 Found link https://files.pythonhosted.org/packages/f2/08/88e21a9cadb3d1e8c765fd6b6e9781d76dcea1a2af9c4307b41b791684db/quantizeml-0.14.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.14.1 2025-02-18T15:31:14,509 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2025-02-18T15:31:14,510 Getting page https://www.piwheels.org/simple/quantizeml/ 2025-02-18T15:31:14,511 Found index url https://www.piwheels.org/simple/ 2025-02-18T15:31:14,684 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2025-02-18T15:31:14,697 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.14.0-py3-none-any.whl#sha256=a5a73910d32c387e5066c3158d6f4fecccd926c6954cd832a93e5dc4071fa48e (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.9) 2025-02-18T15:31:14,697 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.13.1-py3-none-any.whl#sha256=447cc2bc312484b0d6dd38d42bc14f113805bca8ec1ffa7aab6a071a509d57ef (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.9) 2025-02-18T15:31:14,698 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.13.0-py3-none-any.whl#sha256=abedb64461dad85d3378c6af86c3e0295596d53eda4dfbdc9d29c777c10c72d8 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.9) 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https://pypi.org/simple/quantizeml/ 2025-02-18T15:31:14,746 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2025-02-18T15:31:14,748 Collecting quantizeml==0.14.1 2025-02-18T15:31:14,750 Created temporary directory: /tmp/pip-unpack-undply2u 2025-02-18T15:31:14,900 Downloading quantizeml-0.14.1.tar.gz (151 kB) 2025-02-18T15:31:15,262 Added quantizeml==0.14.1 from https://files.pythonhosted.org/packages/f2/08/88e21a9cadb3d1e8c765fd6b6e9781d76dcea1a2af9c4307b41b791684db/quantizeml-0.14.1.tar.gz to build tracker '/tmp/pip-build-tracker-v3mw_kkk' 2025-02-18T15:31:15,264 Running setup.py (path:/tmp/pip-wheel-q_hbf1l9/quantizeml_c89c084e6fee4a0bbee576d18039507f/setup.py) egg_info for package quantizeml 2025-02-18T15:31:15,265 Created temporary directory: /tmp/pip-pip-egg-info-17o4d5l8 2025-02-18T15:31:15,266 Preparing metadata (setup.py): started 2025-02-18T15:31:15,267 Running command python setup.py egg_info 2025-02-18T15:31:16,333 running egg_info 2025-02-18T15:31:16,360 creating /tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info 2025-02-18T15:31:16,362 writing /tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/PKG-INFO 2025-02-18T15:31:16,365 writing dependency_links to /tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/dependency_links.txt 2025-02-18T15:31:16,367 writing entry points to /tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/entry_points.txt 2025-02-18T15:31:16,368 writing requirements to /tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/requires.txt 2025-02-18T15:31:16,369 writing top-level names to /tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/top_level.txt 2025-02-18T15:31:16,371 writing manifest file '/tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/SOURCES.txt' 2025-02-18T15:31:16,479 reading manifest file '/tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/SOURCES.txt' 2025-02-18T15:31:16,481 reading manifest template 'MANIFEST.in' 2025-02-18T15:31:16,482 adding license file 'LICENSE' 2025-02-18T15:31:16,489 writing manifest file '/tmp/pip-pip-egg-info-17o4d5l8/quantizeml.egg-info/SOURCES.txt' 2025-02-18T15:31:16,597 Preparing metadata (setup.py): finished with status 'done' 2025-02-18T15:31:16,601 Source in /tmp/pip-wheel-q_hbf1l9/quantizeml_c89c084e6fee4a0bbee576d18039507f has version 0.14.1, which satisfies requirement quantizeml==0.14.1 from https://files.pythonhosted.org/packages/f2/08/88e21a9cadb3d1e8c765fd6b6e9781d76dcea1a2af9c4307b41b791684db/quantizeml-0.14.1.tar.gz 2025-02-18T15:31:16,602 Removed quantizeml==0.14.1 from https://files.pythonhosted.org/packages/f2/08/88e21a9cadb3d1e8c765fd6b6e9781d76dcea1a2af9c4307b41b791684db/quantizeml-0.14.1.tar.gz from build tracker '/tmp/pip-build-tracker-v3mw_kkk' 2025-02-18T15:31:16,609 Created temporary directory: /tmp/pip-unpack-7l5ozfqg 2025-02-18T15:31:16,610 Created temporary directory: /tmp/pip-unpack-6256ncwc 2025-02-18T15:31:16,610 Building wheels for collected packages: quantizeml 2025-02-18T15:31:16,614 Created temporary directory: /tmp/pip-wheel-9cqricnr 2025-02-18T15:31:16,615 Building wheel for quantizeml (setup.py): started 2025-02-18T15:31:16,616 Destination directory: /tmp/pip-wheel-9cqricnr 2025-02-18T15:31:16,617 Running command python setup.py bdist_wheel 2025-02-18T15:31:17,668 running bdist_wheel 2025-02-18T15:31:17,805 running build 2025-02-18T15:31:17,806 running build_py 2025-02-18T15:31:17,845 creating build/lib/quantizeml 2025-02-18T15:31:17,847 copying quantizeml/version.py -> build/lib/quantizeml 2025-02-18T15:31:17,849 copying quantizeml/model_io.py -> build/lib/quantizeml 2025-02-18T15:31:17,851 copying quantizeml/cli.py -> build/lib/quantizeml 2025-02-18T15:31:17,854 copying quantizeml/__init__.py -> build/lib/quantizeml 2025-02-18T15:31:17,856 copying quantizeml/random.py -> build/lib/quantizeml 2025-02-18T15:31:17,858 creating build/lib/quantizeml/debugging 2025-02-18T15:31:17,859 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2025-02-18T15:31:17,862 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2025-02-18T15:31:17,865 creating build/lib/quantizeml/tensors 2025-02-18T15:31:17,866 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2025-02-18T15:31:17,869 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2025-02-18T15:31:17,871 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2025-02-18T15:31:17,873 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2025-02-18T15:31:17,877 creating build/lib/quantizeml/models 2025-02-18T15:31:17,878 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2025-02-18T15:31:17,881 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2025-02-18T15:31:17,883 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2025-02-18T15:31:17,885 copying quantizeml/models/random.py -> build/lib/quantizeml/models 2025-02-18T15:31:17,887 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2025-02-18T15:31:17,890 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2025-02-18T15:31:17,893 creating build/lib/quantizeml/analysis 2025-02-18T15:31:17,894 copying quantizeml/analysis/kernel_distribution.py -> build/lib/quantizeml/analysis 2025-02-18T15:31:17,896 copying quantizeml/analysis/cli.py -> build/lib/quantizeml/analysis 2025-02-18T15:31:17,898 copying quantizeml/analysis/__init__.py -> build/lib/quantizeml/analysis 2025-02-18T15:31:17,900 copying quantizeml/analysis/quantization_error_api.py -> build/lib/quantizeml/analysis 2025-02-18T15:31:17,903 creating build/lib/quantizeml/onnx_support 2025-02-18T15:31:17,904 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2025-02-18T15:31:17,906 copying quantizeml/onnx_support/random.py -> build/lib/quantizeml/onnx_support 2025-02-18T15:31:17,909 creating build/lib/quantizeml/layers 2025-02-18T15:31:17,910 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,913 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,915 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,917 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,919 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,922 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,925 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,927 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,930 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,932 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,934 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,937 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,939 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,941 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,944 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,946 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,948 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,951 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,953 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,955 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,958 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2025-02-18T15:31:17,961 creating build/lib/quantizeml/tensors/tf_dispatch 2025-02-18T15:31:17,962 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-02-18T15:31:17,966 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-02-18T15:31:17,968 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-02-18T15:31:17,971 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-02-18T15:31:17,974 creating build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,975 copying quantizeml/models/transforms/split_layers_with_activations.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,977 copying quantizeml/models/transforms/activation_maxpool.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,979 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,982 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,984 copying quantizeml/models/transforms/fold_activations_in_add.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,986 copying quantizeml/models/transforms/convert_even_to_odd_kernel.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,988 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,991 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,993 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,995 copying quantizeml/models/transforms/replace_activations.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:17,997 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,000 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,002 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,004 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,006 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,007 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,010 copying quantizeml/models/transforms/split_concat_layers.py -> build/lib/quantizeml/models/transforms 2025-02-18T15:31:18,012 creating build/lib/quantizeml/analysis/quantization_error 2025-02-18T15:31:18,013 copying quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error 2025-02-18T15:31:18,016 copying quantizeml/analysis/quantization_error/common.py -> build/lib/quantizeml/analysis/quantization_error 2025-02-18T15:31:18,018 copying quantizeml/analysis/quantization_error/__init__.py -> build/lib/quantizeml/analysis/quantization_error 2025-02-18T15:31:18,020 copying quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error 2025-02-18T15:31:18,023 creating build/lib/quantizeml/analysis/tools 2025-02-18T15:31:18,024 copying quantizeml/analysis/tools/__init__.py -> build/lib/quantizeml/analysis/tools 2025-02-18T15:31:18,027 copying quantizeml/analysis/tools/metrics.py -> build/lib/quantizeml/analysis/tools 2025-02-18T15:31:18,029 copying quantizeml/analysis/tools/decorators.py -> build/lib/quantizeml/analysis/tools 2025-02-18T15:31:18,031 copying quantizeml/analysis/tools/extractor.py -> build/lib/quantizeml/analysis/tools 2025-02-18T15:31:18,034 creating build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,035 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,039 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,041 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,043 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,045 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,048 copying quantizeml/onnx_support/quantization/model.py -> build/lib/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,051 creating build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,053 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,055 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,057 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,058 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,061 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,063 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,066 creating build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,067 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,070 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,072 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,075 copying quantizeml/onnx_support/layers/set_weights.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,077 copying quantizeml/onnx_support/layers/layer_compatibility.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,079 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,081 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,083 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,086 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,088 copying quantizeml/onnx_support/layers/conv2dtranspose.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,091 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,093 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2025-02-18T15:31:18,095 creating build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,097 copying quantizeml/onnx_support/quantization/core/weights.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,099 copying quantizeml/onnx_support/quantization/core/activations.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,101 copying quantizeml/onnx_support/quantization/core/outputs.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,103 copying quantizeml/onnx_support/quantization/core/__init__.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,106 copying quantizeml/onnx_support/quantization/core/numpy_helpers.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,107 copying quantizeml/onnx_support/quantization/core/aligned_weights.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,110 copying quantizeml/onnx_support/quantization/core/input_scale.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,113 creating build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,114 copying quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,116 copying quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,118 copying quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,121 copying quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,123 copying quantizeml/onnx_support/quantization/transforms/split_concat_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,125 copying quantizeml/onnx_support/quantization/transforms/insert_rescaling.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,128 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,130 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,132 copying quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,135 copying quantizeml/onnx_support/quantization/transforms/fuse_relu_clip_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,137 copying quantizeml/onnx_support/quantization/transforms/replace_activations.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,140 copying quantizeml/onnx_support/quantization/transforms/convert_avg_to_gap.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,142 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,144 copying quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,147 copying quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,148 copying quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,150 copying quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,152 copying quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,154 copying quantizeml/onnx_support/quantization/transforms/utils.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,157 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,158 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,160 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,162 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,164 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,166 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,168 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,170 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,172 creating build/lib/quantizeml/layers/reshaping 2025-02-18T15:31:18,174 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2025-02-18T15:31:18,176 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2025-02-18T15:31:18,178 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2025-02-18T15:31:18,180 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2025-02-18T15:31:18,183 creating build/lib/quantizeml/layers/quantizers 2025-02-18T15:31:18,184 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-02-18T15:31:18,187 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2025-02-18T15:31:18,189 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-02-18T15:31:18,191 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-02-18T15:31:18,194 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2025-02-18T15:31:18,247 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-02-18T15:31:18,248 !! 2025-02-18T15:31:18,249 ******************************************************************************** 2025-02-18T15:31:18,249 Please avoid running ``setup.py`` directly. 2025-02-18T15:31:18,250 Instead, use pypa/build, pypa/installer or other 2025-02-18T15:31:18,250 standards-based tools. 2025-02-18T15:31:18,251 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-02-18T15:31:18,252 ******************************************************************************** 2025-02-18T15:31:18,253 !! 2025-02-18T15:31:18,254 self.initialize_options() 2025-02-18T15:31:18,276 installing to build/bdist.linux-armv7l/wheel 2025-02-18T15:31:18,276 running install 2025-02-18T15:31:18,301 running install_lib 2025-02-18T15:31:18,330 creating build/bdist.linux-armv7l/wheel 2025-02-18T15:31:18,332 creating build/bdist.linux-armv7l/wheel/quantizeml 2025-02-18T15:31:18,334 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-02-18T15:31:18,335 copying build/lib/quantizeml/model_io.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-02-18T15:31:18,338 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2025-02-18T15:31:18,339 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging 2025-02-18T15:31:18,341 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging 2025-02-18T15:31:18,344 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2025-02-18T15:31:18,345 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-02-18T15:31:18,349 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2025-02-18T15:31:18,351 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-02-18T15:31:18,354 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-02-18T15:31:18,357 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-02-18T15:31:18,359 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-02-18T15:31:18,362 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-02-18T15:31:18,364 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-02-18T15:31:18,367 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-02-18T15:31:18,371 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2025-02-18T15:31:18,372 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-02-18T15:31:18,375 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-02-18T15:31:18,378 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-02-18T15:31:18,380 copying build/lib/quantizeml/models/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-02-18T15:31:18,382 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-02-18T15:31:18,386 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-02-18T15:31:18,389 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2025-02-18T15:31:18,391 copying build/lib/quantizeml/models/transforms/split_layers_with_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,394 copying build/lib/quantizeml/models/transforms/activation_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,396 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,399 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,401 copying build/lib/quantizeml/models/transforms/fold_activations_in_add.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,404 copying build/lib/quantizeml/models/transforms/convert_even_to_odd_kernel.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,407 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,409 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,412 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,414 copying build/lib/quantizeml/models/transforms/replace_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,417 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,419 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,422 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,425 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,427 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,430 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,432 copying build/lib/quantizeml/models/transforms/split_concat_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-02-18T15:31:18,435 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-02-18T15:31:18,438 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-02-18T15:31:18,441 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis 2025-02-18T15:31:18,442 copying build/lib/quantizeml/analysis/kernel_distribution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-02-18T15:31:18,445 copying build/lib/quantizeml/analysis/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-02-18T15:31:18,448 copying build/lib/quantizeml/analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-02-18T15:31:18,450 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/quantization_error 2025-02-18T15:31:18,452 copying build/lib/quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-02-18T15:31:18,455 copying build/lib/quantizeml/analysis/quantization_error/common.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-02-18T15:31:18,457 copying build/lib/quantizeml/analysis/quantization_error/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-02-18T15:31:18,460 copying build/lib/quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-02-18T15:31:18,463 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/tools 2025-02-18T15:31:18,465 copying build/lib/quantizeml/analysis/tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-02-18T15:31:18,467 copying build/lib/quantizeml/analysis/tools/metrics.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-02-18T15:31:18,470 copying build/lib/quantizeml/analysis/tools/decorators.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-02-18T15:31:18,473 copying build/lib/quantizeml/analysis/tools/extractor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-02-18T15:31:18,475 copying build/lib/quantizeml/analysis/quantization_error_api.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-02-18T15:31:18,478 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2025-02-18T15:31:18,480 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2025-02-18T15:31:18,482 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-02-18T15:31:18,486 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,487 copying build/lib/quantizeml/onnx_support/quantization/core/weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,490 copying build/lib/quantizeml/onnx_support/quantization/core/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,492 copying build/lib/quantizeml/onnx_support/quantization/core/outputs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,495 copying build/lib/quantizeml/onnx_support/quantization/core/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,497 copying build/lib/quantizeml/onnx_support/quantization/core/numpy_helpers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,499 copying build/lib/quantizeml/onnx_support/quantization/core/aligned_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,502 copying build/lib/quantizeml/onnx_support/quantization/core/input_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-02-18T15:31:18,504 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-02-18T15:31:18,506 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-02-18T15:31:18,509 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-02-18T15:31:18,513 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-02-18T15:31:18,516 copying build/lib/quantizeml/onnx_support/quantization/model.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-02-18T15:31:18,519 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,521 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,523 copying build/lib/quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,526 copying build/lib/quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,528 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,531 copying build/lib/quantizeml/onnx_support/quantization/transforms/split_concat_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,534 copying build/lib/quantizeml/onnx_support/quantization/transforms/insert_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,537 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,539 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,541 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,544 copying build/lib/quantizeml/onnx_support/quantization/transforms/fuse_relu_clip_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,547 copying build/lib/quantizeml/onnx_support/quantization/transforms/replace_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,549 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_avg_to_gap.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,551 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,554 copying build/lib/quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,556 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,559 copying build/lib/quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,561 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,564 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,566 copying build/lib/quantizeml/onnx_support/quantization/transforms/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-02-18T15:31:18,569 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support 2025-02-18T15:31:18,572 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,573 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,576 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,578 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,580 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,583 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,585 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-02-18T15:31:18,588 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2025-02-18T15:31:18,590 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,593 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,595 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,598 copying build/lib/quantizeml/onnx_support/layers/set_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,602 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,603 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,606 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,608 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,610 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,613 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,615 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,618 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-02-18T15:31:18,620 copying build/lib/quantizeml/onnx_support/layers/layer_compatibility.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,623 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,626 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,628 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,631 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,634 copying build/lib/quantizeml/onnx_support/layers/conv2dtranspose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,637 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,639 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-02-18T15:31:18,641 copying build/lib/quantizeml/onnx_support/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support 2025-02-18T15:31:18,644 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2025-02-18T15:31:18,645 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,648 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,650 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,652 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,654 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,657 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,659 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,662 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2025-02-18T15:31:18,663 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-02-18T15:31:18,665 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-02-18T15:31:18,667 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-02-18T15:31:18,669 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-02-18T15:31:18,671 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,674 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,676 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,677 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,680 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,682 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,684 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,686 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,688 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,691 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,693 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,695 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,698 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2025-02-18T15:31:18,699 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-02-18T15:31:18,701 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-02-18T15:31:18,703 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-02-18T15:31:18,705 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-02-18T15:31:18,707 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-02-18T15:31:18,710 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,712 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-02-18T15:31:18,715 copying build/lib/quantizeml/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-02-18T15:31:18,716 running install_egg_info 2025-02-18T15:31:18,756 running egg_info 2025-02-18T15:31:18,794 writing quantizeml.egg-info/PKG-INFO 2025-02-18T15:31:18,798 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2025-02-18T15:31:18,800 writing entry points to quantizeml.egg-info/entry_points.txt 2025-02-18T15:31:18,802 writing requirements to quantizeml.egg-info/requires.txt 2025-02-18T15:31:18,803 writing top-level names to quantizeml.egg-info/top_level.txt 2025-02-18T15:31:18,859 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2025-02-18T15:31:18,868 reading manifest template 'MANIFEST.in' 2025-02-18T15:31:18,869 adding license file 'LICENSE' 2025-02-18T15:31:18,878 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2025-02-18T15:31:18,879 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/./quantizeml-0.14.1-py3.11.egg-info 2025-02-18T15:31:18,891 running install_scripts 2025-02-18T15:31:18,907 creating build/bdist.linux-armv7l/wheel/quantizeml-0.14.1.dist-info/WHEEL 2025-02-18T15:31:18,910 creating '/tmp/pip-wheel-9cqricnr/quantizeml-0.14.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-02-18T15:31:18,912 adding 'quantizeml/__init__.py' 2025-02-18T15:31:18,914 adding 'quantizeml/cli.py' 2025-02-18T15:31:18,915 adding 'quantizeml/model_io.py' 2025-02-18T15:31:18,917 adding 'quantizeml/random.py' 2025-02-18T15:31:18,918 adding 'quantizeml/version.py' 2025-02-18T15:31:18,920 adding 'quantizeml/analysis/__init__.py' 2025-02-18T15:31:18,921 adding 'quantizeml/analysis/cli.py' 2025-02-18T15:31:18,923 adding 'quantizeml/analysis/kernel_distribution.py' 2025-02-18T15:31:18,924 adding 'quantizeml/analysis/quantization_error_api.py' 2025-02-18T15:31:18,926 adding 'quantizeml/analysis/quantization_error/__init__.py' 2025-02-18T15:31:18,927 adding 'quantizeml/analysis/quantization_error/common.py' 2025-02-18T15:31:18,929 adding 'quantizeml/analysis/quantization_error/keras_quantization_error.py' 2025-02-18T15:31:18,931 adding 'quantizeml/analysis/quantization_error/onnx_quantization_error.py' 2025-02-18T15:31:18,933 adding 'quantizeml/analysis/tools/__init__.py' 2025-02-18T15:31:18,934 adding 'quantizeml/analysis/tools/decorators.py' 2025-02-18T15:31:18,936 adding 'quantizeml/analysis/tools/extractor.py' 2025-02-18T15:31:18,937 adding 'quantizeml/analysis/tools/metrics.py' 2025-02-18T15:31:18,939 adding 'quantizeml/debugging/__init__.py' 2025-02-18T15:31:18,941 adding 'quantizeml/debugging/assertions.py' 2025-02-18T15:31:18,943 adding 'quantizeml/layers/__init__.py' 2025-02-18T15:31:18,945 adding 'quantizeml/layers/activations.py' 2025-02-18T15:31:18,947 adding 'quantizeml/layers/attention.py' 2025-02-18T15:31:18,948 adding 'quantizeml/layers/batch_normalization.py' 2025-02-18T15:31:18,950 adding 'quantizeml/layers/buffer_temp_conv.py' 2025-02-18T15:31:18,953 adding 'quantizeml/layers/convolution.py' 2025-02-18T15:31:18,954 adding 'quantizeml/layers/dense.py' 2025-02-18T15:31:18,956 adding 'quantizeml/layers/depthwise_convolution.py' 2025-02-18T15:31:18,957 adding 'quantizeml/layers/dropout.py' 2025-02-18T15:31:18,959 adding 'quantizeml/layers/layers_base.py' 2025-02-18T15:31:18,961 adding 'quantizeml/layers/multi_inbounds.py' 2025-02-18T15:31:18,963 adding 'quantizeml/layers/normalization.py' 2025-02-18T15:31:18,964 adding 'quantizeml/layers/output_observer.py' 2025-02-18T15:31:18,966 adding 'quantizeml/layers/pooling.py' 2025-02-18T15:31:18,967 adding 'quantizeml/layers/quantization_params.py' 2025-02-18T15:31:18,969 adding 'quantizeml/layers/recorders.py' 2025-02-18T15:31:18,970 adding 'quantizeml/layers/rescaling.py' 2025-02-18T15:31:18,972 adding 'quantizeml/layers/separable_convolution.py' 2025-02-18T15:31:18,974 adding 'quantizeml/layers/shiftmax.py' 2025-02-18T15:31:18,976 adding 'quantizeml/layers/stateful_recurrent.py' 2025-02-18T15:31:18,978 adding 'quantizeml/layers/vit.py' 2025-02-18T15:31:18,980 adding 'quantizeml/layers/quantizers/__init__.py' 2025-02-18T15:31:18,981 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2025-02-18T15:31:18,983 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2025-02-18T15:31:18,985 adding 'quantizeml/layers/quantizers/quantizers.py' 2025-02-18T15:31:18,986 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2025-02-18T15:31:18,988 adding 'quantizeml/layers/reshaping/__init__.py' 2025-02-18T15:31:18,989 adding 'quantizeml/layers/reshaping/flatten.py' 2025-02-18T15:31:18,990 adding 'quantizeml/layers/reshaping/permute.py' 2025-02-18T15:31:18,992 adding 'quantizeml/layers/reshaping/reshape.py' 2025-02-18T15:31:18,993 adding 'quantizeml/models/__init__.py' 2025-02-18T15:31:18,995 adding 'quantizeml/models/calibrate.py' 2025-02-18T15:31:18,999 adding 'quantizeml/models/quantize.py' 2025-02-18T15:31:19,000 adding 'quantizeml/models/random.py' 2025-02-18T15:31:19,001 adding 'quantizeml/models/record.py' 2025-02-18T15:31:19,003 adding 'quantizeml/models/utils.py' 2025-02-18T15:31:19,004 adding 'quantizeml/models/transforms/__init__.py' 2025-02-18T15:31:19,006 adding 'quantizeml/models/transforms/activation_maxpool.py' 2025-02-18T15:31:19,007 adding 'quantizeml/models/transforms/align_rescaling.py' 2025-02-18T15:31:19,009 adding 'quantizeml/models/transforms/conv_to_dw.py' 2025-02-18T15:31:19,010 adding 'quantizeml/models/transforms/convert_even_to_odd_kernel.py' 2025-02-18T15:31:19,012 adding 'quantizeml/models/transforms/fold_activations_in_add.py' 2025-02-18T15:31:19,014 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2025-02-18T15:31:19,015 adding 'quantizeml/models/transforms/insert_layer.py' 2025-02-18T15:31:19,017 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2025-02-18T15:31:19,018 adding 'quantizeml/models/transforms/remove_reshape.py' 2025-02-18T15:31:19,020 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2025-02-18T15:31:19,021 adding 'quantizeml/models/transforms/replace_activations.py' 2025-02-18T15:31:19,023 adding 'quantizeml/models/transforms/replace_lambda.py' 2025-02-18T15:31:19,024 adding 'quantizeml/models/transforms/sanitize.py' 2025-02-18T15:31:19,025 adding 'quantizeml/models/transforms/split_concat_layers.py' 2025-02-18T15:31:19,027 adding 'quantizeml/models/transforms/split_layers_with_activations.py' 2025-02-18T15:31:19,029 adding 'quantizeml/models/transforms/transforms_utils.py' 2025-02-18T15:31:19,030 adding 'quantizeml/onnx_support/__init__.py' 2025-02-18T15:31:19,032 adding 'quantizeml/onnx_support/random.py' 2025-02-18T15:31:19,034 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2025-02-18T15:31:19,035 adding 'quantizeml/onnx_support/graph_tools/field.py' 2025-02-18T15:31:19,037 adding 'quantizeml/onnx_support/graph_tools/node.py' 2025-02-18T15:31:19,038 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2025-02-18T15:31:19,039 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2025-02-18T15:31:19,041 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2025-02-18T15:31:19,043 adding 'quantizeml/onnx_support/layers/__init__.py' 2025-02-18T15:31:19,045 adding 'quantizeml/onnx_support/layers/base_layer.py' 2025-02-18T15:31:19,046 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2025-02-18T15:31:19,048 adding 'quantizeml/onnx_support/layers/conv2d.py' 2025-02-18T15:31:19,050 adding 'quantizeml/onnx_support/layers/conv2dtranspose.py' 2025-02-18T15:31:19,052 adding 'quantizeml/onnx_support/layers/dense.py' 2025-02-18T15:31:19,054 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2025-02-18T15:31:19,055 adding 'quantizeml/onnx_support/layers/layer_compatibility.py' 2025-02-18T15:31:19,057 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2025-02-18T15:31:19,059 adding 'quantizeml/onnx_support/layers/quantizers.py' 2025-02-18T15:31:19,061 adding 'quantizeml/onnx_support/layers/register.py' 2025-02-18T15:31:19,062 adding 'quantizeml/onnx_support/layers/set_weights.py' 2025-02-18T15:31:19,064 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2025-02-18T15:31:19,065 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2025-02-18T15:31:19,066 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2025-02-18T15:31:19,067 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2025-02-18T15:31:19,069 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2025-02-18T15:31:19,070 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2025-02-18T15:31:19,071 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2025-02-18T15:31:19,073 adding 'quantizeml/onnx_support/quantization/__init__.py' 2025-02-18T15:31:19,075 adding 'quantizeml/onnx_support/quantization/calibration.py' 2025-02-18T15:31:19,076 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2025-02-18T15:31:19,078 adding 'quantizeml/onnx_support/quantization/model.py' 2025-02-18T15:31:19,080 adding 'quantizeml/onnx_support/quantization/quantize.py' 2025-02-18T15:31:19,082 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2025-02-18T15:31:19,083 adding 'quantizeml/onnx_support/quantization/core/__init__.py' 2025-02-18T15:31:19,084 adding 'quantizeml/onnx_support/quantization/core/activations.py' 2025-02-18T15:31:19,086 adding 'quantizeml/onnx_support/quantization/core/aligned_weights.py' 2025-02-18T15:31:19,087 adding 'quantizeml/onnx_support/quantization/core/input_scale.py' 2025-02-18T15:31:19,088 adding 'quantizeml/onnx_support/quantization/core/numpy_helpers.py' 2025-02-18T15:31:19,090 adding 'quantizeml/onnx_support/quantization/core/outputs.py' 2025-02-18T15:31:19,091 adding 'quantizeml/onnx_support/quantization/core/weights.py' 2025-02-18T15:31:19,093 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2025-02-18T15:31:19,094 adding 'quantizeml/onnx_support/quantization/transforms/convert_avg_to_gap.py' 2025-02-18T15:31:19,096 adding 'quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py' 2025-02-18T15:31:19,097 adding 'quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py' 2025-02-18T15:31:19,099 adding 'quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py' 2025-02-18T15:31:19,100 adding 'quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py' 2025-02-18T15:31:19,101 adding 'quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py' 2025-02-18T15:31:19,103 adding 'quantizeml/onnx_support/quantization/transforms/fuse_relu_clip_nodes.py' 2025-02-18T15:31:19,105 adding 'quantizeml/onnx_support/quantization/transforms/insert_rescaling.py' 2025-02-18T15:31:19,106 adding 'quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py' 2025-02-18T15:31:19,107 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2025-02-18T15:31:19,109 adding 'quantizeml/onnx_support/quantization/transforms/remove_reshape.py' 2025-02-18T15:31:19,110 adding 'quantizeml/onnx_support/quantization/transforms/replace_activations.py' 2025-02-18T15:31:19,112 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2025-02-18T15:31:19,114 adding 'quantizeml/onnx_support/quantization/transforms/split_concat_nodes.py' 2025-02-18T15:31:19,115 adding 'quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py' 2025-02-18T15:31:19,116 adding 'quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py' 2025-02-18T15:31:19,118 adding 'quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py' 2025-02-18T15:31:19,119 adding 'quantizeml/onnx_support/quantization/transforms/utils.py' 2025-02-18T15:31:19,121 adding 'quantizeml/tensors/__init__.py' 2025-02-18T15:31:19,124 adding 'quantizeml/tensors/fixed_point.py' 2025-02-18T15:31:19,126 adding 'quantizeml/tensors/qfloat.py' 2025-02-18T15:31:19,128 adding 'quantizeml/tensors/qtensor.py' 2025-02-18T15:31:19,130 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2025-02-18T15:31:19,131 adding 'quantizeml/tensors/tf_dispatch/math.py' 2025-02-18T15:31:19,134 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2025-02-18T15:31:19,136 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2025-02-18T15:31:19,140 adding 'quantizeml-0.14.1.dist-info/LICENSE' 2025-02-18T15:31:19,141 adding 'quantizeml-0.14.1.dist-info/METADATA' 2025-02-18T15:31:19,142 adding 'quantizeml-0.14.1.dist-info/WHEEL' 2025-02-18T15:31:19,143 adding 'quantizeml-0.14.1.dist-info/entry_points.txt' 2025-02-18T15:31:19,143 adding 'quantizeml-0.14.1.dist-info/top_level.txt' 2025-02-18T15:31:19,146 adding 'quantizeml-0.14.1.dist-info/RECORD' 2025-02-18T15:31:19,153 removing build/bdist.linux-armv7l/wheel 2025-02-18T15:31:19,301 Building wheel for quantizeml (setup.py): finished with status 'done' 2025-02-18T15:31:19,306 Created wheel for quantizeml: filename=quantizeml-0.14.1-py3-none-any.whl size=265858 sha256=a9ab5066340c8edef423fb5aeb705a79b91e5e46d7ed3bbaea2fadfeeb8158f6 2025-02-18T15:31:19,307 Stored in directory: /tmp/pip-ephem-wheel-cache-hkyr1orr/wheels/f6/f7/43/fa3d17590ffcf3acc03e7d673164cdce5acc31ab0c4cb7ec82 2025-02-18T15:31:19,321 Successfully built quantizeml 2025-02-18T15:31:19,332 Removed build tracker: '/tmp/pip-build-tracker-v3mw_kkk'