2023-08-25T14:45:59,109 Created temporary directory: /tmp/pip-build-tracker-hkx2zm03 2023-08-25T14:45:59,112 Initialized build tracking at /tmp/pip-build-tracker-hkx2zm03 2023-08-25T14:45:59,113 Created build tracker: /tmp/pip-build-tracker-hkx2zm03 2023-08-25T14:45:59,113 Entered build tracker: /tmp/pip-build-tracker-hkx2zm03 2023-08-25T14:45:59,114 Created temporary directory: /tmp/pip-wheel-mo383xn8 2023-08-25T14:45:59,123 Created temporary directory: /tmp/pip-ephem-wheel-cache-l46zz_t3 2023-08-25T14:45:59,179 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-08-25T14:45:59,187 2 location(s) to search for versions of quantizeml: 2023-08-25T14:45:59,187 * https://pypi.org/simple/quantizeml/ 2023-08-25T14:45:59,187 * https://www.piwheels.org/simple/quantizeml/ 2023-08-25T14:45:59,188 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-08-25T14:45:59,189 Getting page https://pypi.org/simple/quantizeml/ 2023-08-25T14:45:59,193 Found index url https://pypi.org/simple/ 2023-08-25T14:45:59,380 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-08-25T14:45:59,395 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 2023-08-25T14:45:59,397 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 2023-08-25T14:45:59,398 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 2023-08-25T14:45:59,400 Found link 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https://files.pythonhosted.org/packages/88/83/7ff5999cfada45e5c4786789b21ede18abace982cf24ec28924a822690e8/quantizeml-0.0.8.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.8 2023-08-25T14:45:59,407 Found link https://files.pythonhosted.org/packages/c2/4e/92455b736d396190216258e9cb869b59d68a3140efe90f74cb1f71404c76/quantizeml-0.0.9.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.9 2023-08-25T14:45:59,408 Found link https://files.pythonhosted.org/packages/87/eb/dfbf2d5ef26fdab94a0ad454be4a3a5c35efe4b674effedc7ffcf22412e1/quantizeml-0.0.10.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.10 2023-08-25T14:45:59,410 Found link https://files.pythonhosted.org/packages/7d/aa/22361221d1337052e6f5d2816fc109836848e0e2b17672d033d419785b49/quantizeml-0.0.11.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.11 2023-08-25T14:45:59,411 Found link https://files.pythonhosted.org/packages/9b/4b/a85b4899da2c7dbaa30eb011967423d1cd3eaebeb513a2a7097233ac85cd/quantizeml-0.0.12.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.12 2023-08-25T14:45:59,413 Found link https://files.pythonhosted.org/packages/14/7f/498d558a7439259238622db73251837b2bfea10649b47d0ca09d838e2cef/quantizeml-0.0.13.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.13 2023-08-25T14:45:59,414 Found link https://files.pythonhosted.org/packages/ee/73/4b97e32c88aac3284709de80e3c3fa511c15ef29f442dc42712a1e70a70f/quantizeml-0.1.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.1.0 2023-08-25T14:45:59,415 Found link https://files.pythonhosted.org/packages/7b/be/5846d6442e932c5d1b9f2e21e8a93a63c6ee0625e3ba016ef1fffeeb3cfe/quantizeml-0.2.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.0 2023-08-25T14:45:59,417 Found link https://files.pythonhosted.org/packages/f8/3a/7ebf52ac9d43c9a916b0abc95f220efa6e284d57c55c0b702cf2e4e8ad10/quantizeml-0.2.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.1 2023-08-25T14:45:59,418 Found link https://files.pythonhosted.org/packages/3b/56/1974734ad276bd07cb76043f37ce52eacab0246a8c0fd416ec58e1f41dfa/quantizeml-0.3.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.0 2023-08-25T14:45:59,420 Found link https://files.pythonhosted.org/packages/f3/f3/58eb7759cbea1e802c306330422144214aa5ed751eb23e695da3aab6e56b/quantizeml-0.3.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.1 2023-08-25T14:45:59,421 Found link https://files.pythonhosted.org/packages/26/9e/ac0e64984d1a4ca232e2835ed15151951f268cb2e1cdbf70703c8f114ccb/quantizeml-0.4.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.0 2023-08-25T14:45:59,422 Found link https://files.pythonhosted.org/packages/93/52/1156eb594f140d43532dade7546d62588d2cb446f097d1d8a236b0e1a69b/quantizeml-0.4.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.1 2023-08-25T14:45:59,424 Found link https://files.pythonhosted.org/packages/bf/2e/3f23c2b62ed73bad3fdc7ebfcfb834fbb27f55f5c644370c2521cfa8ada5/quantizeml-0.4.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.2 2023-08-25T14:45:59,425 Found link https://files.pythonhosted.org/packages/18/96/967a3d6e1b8b62d079572282a396251d7bc009595ce4cac538d3bb254340/quantizeml-0.5.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.0 2023-08-25T14:45:59,426 Found link https://files.pythonhosted.org/packages/2d/46/befd79ddd5fbe71253b84c3182b9a034174429f2c43f905fce67b47ea2fa/quantizeml-0.5.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.1 2023-08-25T14:45:59,428 Found link https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.2 2023-08-25T14:45:59,429 Found link https://files.pythonhosted.org/packages/9a/26/31061b47d3a889e3a2bc93b34e7771e330e89466c21d9587ac543becad24/quantizeml-0.5.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.3 2023-08-25T14:45:59,430 Found link https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.0 2023-08-25T14:45:59,431 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-08-25T14:45:59,432 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-08-25T14:45:59,434 Found index url https://www.piwheels.org/simple/ 2023-08-25T14:46:00,820 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-08-25T14:46:00,840 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.3-py3-none-any.whl#sha256=44f8aa03911cbc70b303767fd7a1bc6266551802449397cf8bae07591fa0003f (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-25T14:46:00,841 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.2-py3-none-any.whl#sha256=2a66d21bff133d58bafeeccae22e0c79731e64dabb9c443e3ec79f92c4e1e577 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-25T14:46:00,842 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.1-py3-none-any.whl#sha256=05f16d3632a5313e29890f5b5f5a28f9efc3f53b896a5a0046d27506ff5fd67a (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-25T14:46:00,842 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https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.1-py3-none-any.whl#sha256=55798c7383393cb104869dd97cdec5213c7f78045fbb89cbe4958c907d824d07 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-25T14:46:00,854 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-08-25T14:46:00,854 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-08-25T14:46:00,896 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-08-25T14:46:00,927 Collecting quantizeml==0.6.0 2023-08-25T14:46:00,932 Created temporary directory: /tmp/pip-unpack-gkhip4ku 2023-08-25T14:46:01,183 Downloading quantizeml-0.6.0.tar.gz (93 kB) 2023-08-25T14:46:01,675 Added quantizeml==0.6.0 from https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz to build tracker '/tmp/pip-build-tracker-hkx2zm03' 2023-08-25T14:46:01,679 Running setup.py (path:/tmp/pip-wheel-mo383xn8/quantizeml_d8340892fd984654aa497ebc14120a3f/setup.py) egg_info for package quantizeml 2023-08-25T14:46:01,680 Created temporary directory: /tmp/pip-pip-egg-info-axs17877 2023-08-25T14:46:01,681 Preparing metadata (setup.py): started 2023-08-25T14:46:01,683 Running command python setup.py egg_info 2023-08-25T14:46:03,390 running egg_info 2023-08-25T14:46:03,392 creating /tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info 2023-08-25T14:46:03,496 writing /tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/PKG-INFO 2023-08-25T14:46:03,500 writing dependency_links to /tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/dependency_links.txt 2023-08-25T14:46:03,504 writing entry points to /tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/entry_points.txt 2023-08-25T14:46:03,507 writing requirements to /tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/requires.txt 2023-08-25T14:46:03,509 writing top-level names to /tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/top_level.txt 2023-08-25T14:46:03,512 writing manifest file '/tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/SOURCES.txt' 2023-08-25T14:46:03,851 reading manifest file '/tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/SOURCES.txt' 2023-08-25T14:46:03,854 reading manifest template 'MANIFEST.in' 2023-08-25T14:46:03,856 adding license file 'LICENSE' 2023-08-25T14:46:03,869 writing manifest file '/tmp/pip-pip-egg-info-axs17877/quantizeml.egg-info/SOURCES.txt' 2023-08-25T14:46:03,989 Preparing metadata (setup.py): finished with status 'done' 2023-08-25T14:46:04,001 Source in /tmp/pip-wheel-mo383xn8/quantizeml_d8340892fd984654aa497ebc14120a3f has version 0.6.0, which satisfies requirement quantizeml==0.6.0 from https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz 2023-08-25T14:46:04,003 Removed quantizeml==0.6.0 from https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz from build tracker '/tmp/pip-build-tracker-hkx2zm03' 2023-08-25T14:46:04,018 Created temporary directory: /tmp/pip-unpack-zonafifq 2023-08-25T14:46:04,019 Building wheels for collected packages: quantizeml 2023-08-25T14:46:04,028 Created temporary directory: /tmp/pip-wheel-_mhsa0_f 2023-08-25T14:46:04,028 Building wheel for quantizeml (setup.py): started 2023-08-25T14:46:04,030 Destination directory: /tmp/pip-wheel-_mhsa0_f 2023-08-25T14:46:04,031 Running command python setup.py bdist_wheel 2023-08-25T14:46:05,797 running bdist_wheel 2023-08-25T14:46:06,659 running build 2023-08-25T14:46:06,660 running build_py 2023-08-25T14:46:06,770 creating build 2023-08-25T14:46:06,771 creating build/lib 2023-08-25T14:46:06,773 creating build/lib/quantizeml 2023-08-25T14:46:06,775 copying quantizeml/version.py -> build/lib/quantizeml 2023-08-25T14:46:06,779 copying quantizeml/cli.py -> build/lib/quantizeml 2023-08-25T14:46:06,784 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-08-25T14:46:06,789 creating build/lib/quantizeml/models 2023-08-25T14:46:06,791 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-08-25T14:46:06,795 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-08-25T14:46:06,799 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-08-25T14:46:06,804 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-08-25T14:46:06,808 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-08-25T14:46:06,812 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-08-25T14:46:06,819 creating build/lib/quantizeml/debugging 2023-08-25T14:46:06,821 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-08-25T14:46:06,825 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-08-25T14:46:06,830 creating build/lib/quantizeml/tensors 2023-08-25T14:46:06,832 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-08-25T14:46:06,837 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-08-25T14:46:06,842 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-08-25T14:46:06,846 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-08-25T14:46:06,852 creating build/lib/quantizeml/onnx_support 2023-08-25T14:46:06,855 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2023-08-25T14:46:06,862 creating build/lib/quantizeml/layers 2023-08-25T14:46:06,864 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,869 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,874 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,878 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,883 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,887 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,890 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,894 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,898 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,903 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,909 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,913 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,918 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,921 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,925 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,929 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,934 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,937 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,941 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,946 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-08-25T14:46:06,951 creating build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,953 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,957 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,961 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,966 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,969 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,972 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,977 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,981 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,985 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,989 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-08-25T14:46:06,994 creating build/lib/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:06,996 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,002 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,006 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,010 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,016 creating build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,018 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,022 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,025 copying quantizeml/onnx_support/layers/fixed_point.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,029 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,033 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,037 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,040 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,044 copying quantizeml/onnx_support/layers/graph_tools.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,049 copying quantizeml/onnx_support/layers/sanitize.py -> build/lib/quantizeml/onnx_support/layers 2023-08-25T14:46:07,055 creating build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,057 copying quantizeml/onnx_support/quantization/quantize_depthwise.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,061 copying quantizeml/onnx_support/quantization/quantize_gemm.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,065 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,068 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,073 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,076 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,081 copying quantizeml/onnx_support/quantization/quantize_conv.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,085 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,088 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,092 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,096 copying quantizeml/onnx_support/quantization/relu_max_value.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,101 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,103 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,107 copying quantizeml/onnx_support/layers/subgraph_ops/serialize.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,110 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,114 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,117 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,121 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,124 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,129 creating build/lib/quantizeml/layers/reshaping 2023-08-25T14:46:07,131 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-08-25T14:46:07,134 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-08-25T14:46:07,139 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-08-25T14:46:07,143 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-08-25T14:46:07,149 creating build/lib/quantizeml/layers/quantizers 2023-08-25T14:46:07,151 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-08-25T14:46:07,155 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-08-25T14:46:07,159 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-08-25T14:46:07,163 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-08-25T14:46:07,166 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-08-25T14:46:07,309 /usr/local/lib/python3.7/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-08-25T14:46:07,310 !! 2023-08-25T14:46:07,311 ******************************************************************************** 2023-08-25T14:46:07,311 Please avoid running ``setup.py`` directly. 2023-08-25T14:46:07,311 Instead, use pypa/build, pypa/installer, pypa/build or 2023-08-25T14:46:07,312 other standards-based tools. 2023-08-25T14:46:07,312 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-08-25T14:46:07,313 ******************************************************************************** 2023-08-25T14:46:07,313 !! 2023-08-25T14:46:07,314 self.initialize_options() 2023-08-25T14:46:07,416 installing to build/bdist.linux-armv7l/wheel 2023-08-25T14:46:07,416 running install 2023-08-25T14:46:07,475 running install_lib 2023-08-25T14:46:07,586 creating build/bdist.linux-armv7l 2023-08-25T14:46:07,587 creating build/bdist.linux-armv7l/wheel 2023-08-25T14:46:07,590 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-08-25T14:46:07,593 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,597 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,599 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,603 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,608 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,612 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,616 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,620 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,624 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,628 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,633 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,637 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-25T14:46:07,641 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,645 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,649 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,654 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,657 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,661 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-25T14:46:07,666 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-08-25T14:46:07,669 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-08-25T14:46:07,674 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-08-25T14:46:07,679 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-08-25T14:46:07,681 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-08-25T14:46:07,685 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-08-25T14:46:07,689 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-25T14:46:07,692 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,694 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,700 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,706 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,709 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-25T14:46:07,714 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-25T14:46:07,719 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-25T14:46:07,725 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-25T14:46:07,729 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-25T14:46:07,734 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-08-25T14:46:07,737 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-08-25T14:46:07,742 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,744 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,749 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,753 copying build/lib/quantizeml/onnx_support/layers/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,759 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,761 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,765 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/serialize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,770 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,774 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,778 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,782 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,786 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-25T14:46:07,790 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,795 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,799 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,803 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,808 copying build/lib/quantizeml/onnx_support/layers/graph_tools.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,813 copying build/lib/quantizeml/onnx_support/layers/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-25T14:46:07,819 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,821 copying build/lib/quantizeml/onnx_support/quantization/quantize_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,826 copying build/lib/quantizeml/onnx_support/quantization/quantize_gemm.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,831 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,835 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,840 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,844 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,849 copying build/lib/quantizeml/onnx_support/quantization/quantize_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,853 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,857 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,860 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,864 copying build/lib/quantizeml/onnx_support/quantization/relu_max_value.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-25T14:46:07,869 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,871 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,874 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,879 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,883 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,889 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-25T14:46:07,891 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-25T14:46:07,896 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-25T14:46:07,900 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-25T14:46:07,904 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-25T14:46:07,909 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-25T14:46:07,911 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-25T14:46:07,916 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-25T14:46:07,921 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-25T14:46:07,925 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-25T14:46:07,929 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-25T14:46:07,932 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,936 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,939 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,943 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,947 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,952 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,956 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,960 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,965 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,968 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,971 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,976 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,980 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,983 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,987 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,991 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-25T14:46:07,995 running install_egg_info 2023-08-25T14:46:08,232 running egg_info 2023-08-25T14:46:08,333 writing quantizeml.egg-info/PKG-INFO 2023-08-25T14:46:08,336 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-08-25T14:46:08,340 writing entry points to quantizeml.egg-info/entry_points.txt 2023-08-25T14:46:08,343 writing requirements to quantizeml.egg-info/requires.txt 2023-08-25T14:46:08,346 writing top-level names to quantizeml.egg-info/top_level.txt 2023-08-25T14:46:08,478 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-08-25T14:46:08,487 reading manifest template 'MANIFEST.in' 2023-08-25T14:46:08,489 adding license file 'LICENSE' 2023-08-25T14:46:08,505 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-08-25T14:46:08,508 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.6.0-py3.7.egg-info 2023-08-25T14:46:08,531 running install_scripts 2023-08-25T14:46:08,566 creating build/bdist.linux-armv7l/wheel/quantizeml-0.6.0.dist-info/WHEEL 2023-08-25T14:46:08,570 creating '/tmp/pip-wheel-_mhsa0_f/quantizeml-0.6.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-08-25T14:46:08,575 adding 'quantizeml/__init__.py' 2023-08-25T14:46:08,580 adding 'quantizeml/cli.py' 2023-08-25T14:46:08,582 adding 'quantizeml/version.py' 2023-08-25T14:46:08,585 adding 'quantizeml/debugging/__init__.py' 2023-08-25T14:46:08,589 adding 'quantizeml/debugging/assertions.py' 2023-08-25T14:46:08,593 adding 'quantizeml/layers/__init__.py' 2023-08-25T14:46:08,596 adding 'quantizeml/layers/activations.py' 2023-08-25T14:46:08,599 adding 'quantizeml/layers/attention.py' 2023-08-25T14:46:08,603 adding 'quantizeml/layers/batch_normalization.py' 2023-08-25T14:46:08,607 adding 'quantizeml/layers/buffer_temp_conv.py' 2023-08-25T14:46:08,611 adding 'quantizeml/layers/convolution.py' 2023-08-25T14:46:08,614 adding 'quantizeml/layers/dense.py' 2023-08-25T14:46:08,618 adding 'quantizeml/layers/depthwise_convolution.py' 2023-08-25T14:46:08,620 adding 'quantizeml/layers/dropout.py' 2023-08-25T14:46:08,624 adding 'quantizeml/layers/layers_base.py' 2023-08-25T14:46:08,628 adding 'quantizeml/layers/multi_inbounds.py' 2023-08-25T14:46:08,632 adding 'quantizeml/layers/normalization.py' 2023-08-25T14:46:08,635 adding 'quantizeml/layers/output_observer.py' 2023-08-25T14:46:08,638 adding 'quantizeml/layers/pooling.py' 2023-08-25T14:46:08,641 adding 'quantizeml/layers/quantization_params.py' 2023-08-25T14:46:08,644 adding 'quantizeml/layers/recorders.py' 2023-08-25T14:46:08,647 adding 'quantizeml/layers/rescaling.py' 2023-08-25T14:46:08,650 adding 'quantizeml/layers/separable_convolution.py' 2023-08-25T14:46:08,654 adding 'quantizeml/layers/shiftmax.py' 2023-08-25T14:46:08,657 adding 'quantizeml/layers/vit.py' 2023-08-25T14:46:08,661 adding 'quantizeml/layers/quantizers/__init__.py' 2023-08-25T14:46:08,664 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-08-25T14:46:08,668 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-08-25T14:46:08,671 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-08-25T14:46:08,674 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-08-25T14:46:08,677 adding 'quantizeml/layers/reshaping/__init__.py' 2023-08-25T14:46:08,680 adding 'quantizeml/layers/reshaping/flatten.py' 2023-08-25T14:46:08,683 adding 'quantizeml/layers/reshaping/permute.py' 2023-08-25T14:46:08,685 adding 'quantizeml/layers/reshaping/reshape.py' 2023-08-25T14:46:08,689 adding 'quantizeml/models/__init__.py' 2023-08-25T14:46:08,695 adding 'quantizeml/models/calibrate.py' 2023-08-25T14:46:08,698 adding 'quantizeml/models/check_quantization.py' 2023-08-25T14:46:08,704 adding 'quantizeml/models/quantize.py' 2023-08-25T14:46:08,707 adding 'quantizeml/models/record.py' 2023-08-25T14:46:08,710 adding 'quantizeml/models/utils.py' 2023-08-25T14:46:08,713 adding 'quantizeml/models/transforms/__init__.py' 2023-08-25T14:46:08,717 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-08-25T14:46:08,722 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-08-25T14:46:08,725 adding 'quantizeml/models/transforms/insert_layer.py' 2023-08-25T14:46:08,728 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-08-25T14:46:08,731 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-08-25T14:46:08,734 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-08-25T14:46:08,738 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-08-25T14:46:08,741 adding 'quantizeml/models/transforms/sanitize.py' 2023-08-25T14:46:08,744 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-08-25T14:46:08,748 adding 'quantizeml/onnx_support/__init__.py' 2023-08-25T14:46:08,751 adding 'quantizeml/onnx_support/layers/__init__.py' 2023-08-25T14:46:08,754 adding 'quantizeml/onnx_support/layers/base_layer.py' 2023-08-25T14:46:08,757 adding 'quantizeml/onnx_support/layers/conv2d.py' 2023-08-25T14:46:08,760 adding 'quantizeml/onnx_support/layers/dense.py' 2023-08-25T14:46:08,763 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2023-08-25T14:46:08,766 adding 'quantizeml/onnx_support/layers/fixed_point.py' 2023-08-25T14:46:08,770 adding 'quantizeml/onnx_support/layers/graph_tools.py' 2023-08-25T14:46:08,773 adding 'quantizeml/onnx_support/layers/register.py' 2023-08-25T14:46:08,776 adding 'quantizeml/onnx_support/layers/sanitize.py' 2023-08-25T14:46:08,780 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2023-08-25T14:46:08,782 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2023-08-25T14:46:08,785 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2023-08-25T14:46:08,788 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2023-08-25T14:46:08,790 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2023-08-25T14:46:08,793 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2023-08-25T14:46:08,796 adding 'quantizeml/onnx_support/layers/subgraph_ops/serialize.py' 2023-08-25T14:46:08,800 adding 'quantizeml/onnx_support/quantization/__init__.py' 2023-08-25T14:46:08,803 adding 'quantizeml/onnx_support/quantization/calibration.py' 2023-08-25T14:46:08,807 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2023-08-25T14:46:08,810 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2023-08-25T14:46:08,813 adding 'quantizeml/onnx_support/quantization/outputs.py' 2023-08-25T14:46:08,817 adding 'quantizeml/onnx_support/quantization/quantize.py' 2023-08-25T14:46:08,821 adding 'quantizeml/onnx_support/quantization/quantize_conv.py' 2023-08-25T14:46:08,824 adding 'quantizeml/onnx_support/quantization/quantize_depthwise.py' 2023-08-25T14:46:08,827 adding 'quantizeml/onnx_support/quantization/quantize_gemm.py' 2023-08-25T14:46:08,829 adding 'quantizeml/onnx_support/quantization/relu_max_value.py' 2023-08-25T14:46:08,832 adding 'quantizeml/onnx_support/quantization/weights.py' 2023-08-25T14:46:08,835 adding 'quantizeml/tensors/__init__.py' 2023-08-25T14:46:08,841 adding 'quantizeml/tensors/fixed_point.py' 2023-08-25T14:46:08,846 adding 'quantizeml/tensors/qfloat.py' 2023-08-25T14:46:08,849 adding 'quantizeml/tensors/qtensor.py' 2023-08-25T14:46:08,852 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-08-25T14:46:08,856 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-08-25T14:46:08,861 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-08-25T14:46:08,867 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-08-25T14:46:08,874 adding 'quantizeml-0.6.0.dist-info/LICENSE' 2023-08-25T14:46:08,877 adding 'quantizeml-0.6.0.dist-info/METADATA' 2023-08-25T14:46:08,879 adding 'quantizeml-0.6.0.dist-info/WHEEL' 2023-08-25T14:46:08,881 adding 'quantizeml-0.6.0.dist-info/entry_points.txt' 2023-08-25T14:46:08,882 adding 'quantizeml-0.6.0.dist-info/top_level.txt' 2023-08-25T14:46:08,887 adding 'quantizeml-0.6.0.dist-info/RECORD' 2023-08-25T14:46:08,898 removing build/bdist.linux-armv7l/wheel 2023-08-25T14:46:09,103 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-08-25T14:46:09,120 Created wheel for quantizeml: filename=quantizeml-0.6.0-py3-none-any.whl size=156241 sha256=8c93b5aa5029591bac79eba686b33388e951c8c126e7da877d6c666a6fd9b100 2023-08-25T14:46:09,122 Stored in directory: /tmp/pip-ephem-wheel-cache-l46zz_t3/wheels/27/f1/cd/fc276b18b3ffb4c366671914d815361269c9349e9858a49daf 2023-08-25T14:46:09,156 Successfully built quantizeml 2023-08-25T14:46:09,173 Removed build tracker: '/tmp/pip-build-tracker-hkx2zm03'