2023-11-25T12:43:14,301 Created temporary directory: /tmp/pip-build-tracker-r8x94pa3 2023-11-25T12:43:14,302 Initialized build tracking at /tmp/pip-build-tracker-r8x94pa3 2023-11-25T12:43:14,302 Created build tracker: /tmp/pip-build-tracker-r8x94pa3 2023-11-25T12:43:14,303 Entered build tracker: /tmp/pip-build-tracker-r8x94pa3 2023-11-25T12:43:14,304 Created temporary directory: /tmp/pip-wheel-b310lrs4 2023-11-25T12:43:14,307 Created temporary directory: /tmp/pip-ephem-wheel-cache-jdcst4ge 2023-11-25T12:43:14,328 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-11-25T12:43:14,332 2 location(s) to search for versions of quantizeml: 2023-11-25T12:43:14,332 * https://pypi.org/simple/quantizeml/ 2023-11-25T12:43:14,332 * https://www.piwheels.org/simple/quantizeml/ 2023-11-25T12:43:14,332 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-11-25T12:43:14,333 Getting page https://pypi.org/simple/quantizeml/ 2023-11-25T12:43:14,335 Found index url https://pypi.org/simple/ 2023-11-25T12:43:14,550 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-11-25T12:43:14,557 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 2023-11-25T12:43:14,558 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 2023-11-25T12:43:14,559 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 2023-11-25T12:43:14,560 Found link 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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 2023-11-25T12:43:14,575 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 2023-11-25T12:43:14,576 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 2023-11-25T12:43:14,577 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 2023-11-25T12:43:14,577 Found link 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https://files.pythonhosted.org/packages/36/fc/469b3eecea3e2c7bfbad0222ef874e7d009120ce8320bb58f3866be1d5a9/quantizeml-0.6.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.2 2023-11-25T12:43:14,582 Found link https://files.pythonhosted.org/packages/9a/52/f923fb3dbf48a50ed6f7801bac0c31710304f561d08953070204badb0c9f/quantizeml-0.6.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.3 2023-11-25T12:43:14,583 Found link https://files.pythonhosted.org/packages/eb/26/50c1182512c385f3573c662c9cda6b9a3608e5997ab8a9434bed30be85f1/quantizeml-0.7.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.0 2023-11-25T12:43:14,583 Found link https://files.pythonhosted.org/packages/e9/dd/34b2007d7dd74894674dc7ff80afba6010fafe7d19caf41759bef99c84cb/quantizeml-0.7.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.1 2023-11-25T12:43:14,584 Found link https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.2 2023-11-25T12:43:14,585 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-11-25T12:43:14,586 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-11-25T12:43:14,587 Found index url https://www.piwheels.org/simple/ 2023-11-25T12:43:14,758 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-11-25T12:43:14,767 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.1-py3-none-any.whl#sha256=1e611ec237caf80854ef57e23a6d329a4059d99b00bde6c893f109928d8fe92b (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-25T12:43:14,768 Skipping link: No binaries permitted for quantizeml: 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https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.6-py3-none-any.whl#sha256=b965c612eeacf1c052b8f6bdd0024f9027935f4336a01420cd01683f11e6fb84 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-25T12:43:14,780 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.5-py3-none-any.whl#sha256=7db99a9035bd59ef41e077b2c45088c43ad6f303f93a5c3d9df6da86105af6c3 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-25T12:43:14,781 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.4-py3-none-any.whl#sha256=9756280f4644e49376e89aaac370e568c02e862e9d2a6923647e623ea4dabe63 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-25T12:43:14,781 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.3-py3-none-any.whl#sha256=bf4a50d3d3edd38472698e2988362aea9b5f7d8c1ba43ab2d5e7338685b84ad7 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-25T12:43:14,782 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.2-py3-none-any.whl#sha256=ad8c32d016f8cd8ce8e18563319a3e9dd11a2ba6d92e2f8e2e4c5ec811a78c7e (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-25T12:43:14,782 Skipping link: No binaries permitted for quantizeml: 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) 2023-11-25T12:43:14,783 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-11-25T12:43:14,783 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-11-25T12:43:14,805 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-11-25T12:43:14,823 Collecting quantizeml==0.7.2 2023-11-25T12:43:14,825 Created temporary directory: /tmp/pip-unpack-0z9j1z6e 2023-11-25T12:43:15,120 Downloading quantizeml-0.7.2.tar.gz (107 kB) 2023-11-25T12:43:15,390 Added quantizeml==0.7.2 from https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz to build tracker '/tmp/pip-build-tracker-r8x94pa3' 2023-11-25T12:43:15,391 Running setup.py (path:/tmp/pip-wheel-b310lrs4/quantizeml_2ee6772f2eaf4073b42d242b06420947/setup.py) egg_info for package quantizeml 2023-11-25T12:43:15,392 Created temporary directory: /tmp/pip-pip-egg-info-w68kqco7 2023-11-25T12:43:15,393 Preparing metadata (setup.py): started 2023-11-25T12:43:15,394 Running command python setup.py egg_info 2023-11-25T12:43:16,376 running egg_info 2023-11-25T12:43:16,377 creating /tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info 2023-11-25T12:43:16,401 writing /tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/PKG-INFO 2023-11-25T12:43:16,404 writing dependency_links to /tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/dependency_links.txt 2023-11-25T12:43:16,406 writing entry points to /tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/entry_points.txt 2023-11-25T12:43:16,407 writing requirements to /tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/requires.txt 2023-11-25T12:43:16,408 writing top-level names to /tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/top_level.txt 2023-11-25T12:43:16,409 writing manifest file '/tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/SOURCES.txt' 2023-11-25T12:43:16,499 reading manifest file '/tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/SOURCES.txt' 2023-11-25T12:43:16,500 reading manifest template 'MANIFEST.in' 2023-11-25T12:43:16,501 adding license file 'LICENSE' 2023-11-25T12:43:16,505 writing manifest file '/tmp/pip-pip-egg-info-w68kqco7/quantizeml.egg-info/SOURCES.txt' 2023-11-25T12:43:16,612 Preparing metadata (setup.py): finished with status 'done' 2023-11-25T12:43:16,616 Source in /tmp/pip-wheel-b310lrs4/quantizeml_2ee6772f2eaf4073b42d242b06420947 has version 0.7.2, which satisfies requirement quantizeml==0.7.2 from https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz 2023-11-25T12:43:16,617 Removed quantizeml==0.7.2 from https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz from build tracker '/tmp/pip-build-tracker-r8x94pa3' 2023-11-25T12:43:16,622 Created temporary directory: /tmp/pip-unpack-sojm51gk 2023-11-25T12:43:16,623 Created temporary directory: /tmp/pip-unpack-swrfygx_ 2023-11-25T12:43:16,631 Building wheels for collected packages: quantizeml 2023-11-25T12:43:16,636 Created temporary directory: /tmp/pip-wheel-4_h55s48 2023-11-25T12:43:16,636 Building wheel for quantizeml (setup.py): started 2023-11-25T12:43:16,637 Destination directory: /tmp/pip-wheel-4_h55s48 2023-11-25T12:43:16,638 Running command python setup.py bdist_wheel 2023-11-25T12:43:17,640 running bdist_wheel 2023-11-25T12:43:17,736 running build 2023-11-25T12:43:17,737 running build_py 2023-11-25T12:43:17,764 creating build 2023-11-25T12:43:17,764 creating build/lib 2023-11-25T12:43:17,765 creating build/lib/quantizeml 2023-11-25T12:43:17,767 copying quantizeml/version.py -> build/lib/quantizeml 2023-11-25T12:43:17,768 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-11-25T12:43:17,770 copying quantizeml/cli.py -> build/lib/quantizeml 2023-11-25T12:43:17,773 creating build/lib/quantizeml/layers 2023-11-25T12:43:17,774 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,776 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,778 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,780 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,782 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,784 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,786 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,788 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,790 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,792 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,794 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,796 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,798 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,800 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,801 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,803 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,806 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,807 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,809 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,811 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,813 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2023-11-25T12:43:17,816 creating build/lib/quantizeml/tensors 2023-11-25T12:43:17,817 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-11-25T12:43:17,819 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-11-25T12:43:17,821 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-11-25T12:43:17,823 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-11-25T12:43:17,825 creating build/lib/quantizeml/onnx_support 2023-11-25T12:43:17,827 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2023-11-25T12:43:17,829 creating build/lib/quantizeml/debugging 2023-11-25T12:43:17,830 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-11-25T12:43:17,831 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-11-25T12:43:17,834 creating build/lib/quantizeml/models 2023-11-25T12:43:17,835 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-11-25T12:43:17,837 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-11-25T12:43:17,839 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-11-25T12:43:17,841 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-11-25T12:43:17,843 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-11-25T12:43:17,845 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-11-25T12:43:17,847 creating build/lib/quantizeml/layers/reshaping 2023-11-25T12:43:17,848 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-11-25T12:43:17,850 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-11-25T12:43:17,852 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-11-25T12:43:17,853 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-11-25T12:43:17,856 creating build/lib/quantizeml/layers/quantizers 2023-11-25T12:43:17,857 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-25T12:43:17,859 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-25T12:43:17,861 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-11-25T12:43:17,863 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-25T12:43:17,865 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-11-25T12:43:17,867 creating build/lib/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:17,868 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:17,871 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:17,872 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:17,875 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:17,878 creating build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,879 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,881 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,883 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,885 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,887 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,889 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,891 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,893 copying quantizeml/onnx_support/layers/node_constraints.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,895 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,896 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2023-11-25T12:43:17,899 creating build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,900 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,902 copying quantizeml/onnx_support/graph_tools/items.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,903 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,905 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,907 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,909 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,910 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:17,913 creating build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,913 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,916 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,918 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,919 copying quantizeml/onnx_support/quantization/fixed_point.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,921 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,923 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,924 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,926 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,928 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-25T12:43:17,930 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,931 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,933 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,935 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,937 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,938 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,940 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,942 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:17,944 creating build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,945 copying quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,947 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,948 copying quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,950 copying quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,951 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,953 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:17,955 creating build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,956 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,958 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,960 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,962 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,964 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,966 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,968 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,970 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,971 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,974 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,975 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:17,978 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-11-25T12:43:18,017 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-11-25T12:43:18,018 !! 2023-11-25T12:43:18,019 ******************************************************************************** 2023-11-25T12:43:18,019 Please avoid running ``setup.py`` directly. 2023-11-25T12:43:18,020 Instead, use pypa/build, pypa/installer or other 2023-11-25T12:43:18,020 standards-based tools. 2023-11-25T12:43:18,021 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-11-25T12:43:18,022 ******************************************************************************** 2023-11-25T12:43:18,023 !! 2023-11-25T12:43:18,023 self.initialize_options() 2023-11-25T12:43:18,043 installing to build/bdist.linux-armv7l/wheel 2023-11-25T12:43:18,043 running install 2023-11-25T12:43:18,067 running install_lib 2023-11-25T12:43:18,092 creating build/bdist.linux-armv7l 2023-11-25T12:43:18,093 creating build/bdist.linux-armv7l/wheel 2023-11-25T12:43:18,094 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-11-25T12:43:18,096 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,097 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,099 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,101 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,103 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,104 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,107 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,109 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,111 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-25T12:43:18,112 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-25T12:43:18,114 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-25T12:43:18,116 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-25T12:43:18,118 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-25T12:43:18,120 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-25T12:43:18,121 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-25T12:43:18,124 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-25T12:43:18,126 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-25T12:43:18,128 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-25T12:43:18,131 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-25T12:43:18,132 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,135 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,137 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,139 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,141 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,143 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,145 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,147 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,149 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,152 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,153 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,155 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,158 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,160 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-25T12:43:18,163 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-25T12:43:18,164 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-25T12:43:18,167 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:18,168 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:18,171 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:18,172 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:18,175 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-25T12:43:18,177 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-25T12:43:18,179 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-25T12:43:18,181 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-25T12:43:18,184 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-11-25T12:43:18,185 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,187 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,188 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,189 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,191 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,193 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,195 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,196 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,198 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-25T12:43:18,200 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,202 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,205 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,207 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,209 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,212 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,214 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,216 copying build/lib/quantizeml/onnx_support/layers/node_constraints.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,218 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,220 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-25T12:43:18,222 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,223 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,225 copying build/lib/quantizeml/onnx_support/graph_tools/items.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,227 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,229 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,230 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,232 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,234 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-25T12:43:18,236 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,237 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,239 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,242 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,244 copying build/lib/quantizeml/onnx_support/quantization/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,245 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,247 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,249 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,251 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,253 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,254 copying build/lib/quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,256 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,258 copying build/lib/quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,260 copying build/lib/quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,262 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,263 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-25T12:43:18,265 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-25T12:43:18,267 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-11-25T12:43:18,269 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-25T12:43:18,270 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-25T12:43:18,271 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-25T12:43:18,273 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-25T12:43:18,275 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-25T12:43:18,277 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-25T12:43:18,279 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,280 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,282 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,284 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,286 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,289 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,291 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,292 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,294 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,296 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,298 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,300 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,302 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,304 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,306 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,308 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,310 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,312 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,314 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-25T12:43:18,316 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-25T12:43:18,318 running install_egg_info 2023-11-25T12:43:18,379 running egg_info 2023-11-25T12:43:18,403 writing quantizeml.egg-info/PKG-INFO 2023-11-25T12:43:18,406 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-11-25T12:43:18,407 writing entry points to quantizeml.egg-info/entry_points.txt 2023-11-25T12:43:18,408 writing requirements to quantizeml.egg-info/requires.txt 2023-11-25T12:43:18,409 writing top-level names to quantizeml.egg-info/top_level.txt 2023-11-25T12:43:18,448 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-11-25T12:43:18,452 reading manifest template 'MANIFEST.in' 2023-11-25T12:43:18,453 adding license file 'LICENSE' 2023-11-25T12:43:18,458 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-11-25T12:43:18,460 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.7.2-py3.11.egg-info 2023-11-25T12:43:18,472 running install_scripts 2023-11-25T12:43:18,487 creating build/bdist.linux-armv7l/wheel/quantizeml-0.7.2.dist-info/WHEEL 2023-11-25T12:43:18,490 creating '/tmp/pip-wheel-4_h55s48/quantizeml-0.7.2-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-11-25T12:43:18,492 adding 'quantizeml/__init__.py' 2023-11-25T12:43:18,494 adding 'quantizeml/cli.py' 2023-11-25T12:43:18,495 adding 'quantizeml/version.py' 2023-11-25T12:43:18,497 adding 'quantizeml/debugging/__init__.py' 2023-11-25T12:43:18,498 adding 'quantizeml/debugging/assertions.py' 2023-11-25T12:43:18,500 adding 'quantizeml/layers/__init__.py' 2023-11-25T12:43:18,502 adding 'quantizeml/layers/activations.py' 2023-11-25T12:43:18,504 adding 'quantizeml/layers/attention.py' 2023-11-25T12:43:18,506 adding 'quantizeml/layers/batch_normalization.py' 2023-11-25T12:43:18,507 adding 'quantizeml/layers/buffer_temp_conv.py' 2023-11-25T12:43:18,510 adding 'quantizeml/layers/convolution.py' 2023-11-25T12:43:18,511 adding 'quantizeml/layers/dense.py' 2023-11-25T12:43:18,513 adding 'quantizeml/layers/depthwise_convolution.py' 2023-11-25T12:43:18,514 adding 'quantizeml/layers/dropout.py' 2023-11-25T12:43:18,516 adding 'quantizeml/layers/layers_base.py' 2023-11-25T12:43:18,518 adding 'quantizeml/layers/multi_inbounds.py' 2023-11-25T12:43:18,519 adding 'quantizeml/layers/normalization.py' 2023-11-25T12:43:18,521 adding 'quantizeml/layers/output_observer.py' 2023-11-25T12:43:18,522 adding 'quantizeml/layers/pooling.py' 2023-11-25T12:43:18,523 adding 'quantizeml/layers/quantization_params.py' 2023-11-25T12:43:18,525 adding 'quantizeml/layers/recorders.py' 2023-11-25T12:43:18,526 adding 'quantizeml/layers/rescaling.py' 2023-11-25T12:43:18,528 adding 'quantizeml/layers/separable_convolution.py' 2023-11-25T12:43:18,529 adding 'quantizeml/layers/shiftmax.py' 2023-11-25T12:43:18,532 adding 'quantizeml/layers/stateful_recurrent.py' 2023-11-25T12:43:18,533 adding 'quantizeml/layers/vit.py' 2023-11-25T12:43:18,535 adding 'quantizeml/layers/quantizers/__init__.py' 2023-11-25T12:43:18,536 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-11-25T12:43:18,538 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-11-25T12:43:18,539 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-11-25T12:43:18,541 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-11-25T12:43:18,543 adding 'quantizeml/layers/reshaping/__init__.py' 2023-11-25T12:43:18,544 adding 'quantizeml/layers/reshaping/flatten.py' 2023-11-25T12:43:18,545 adding 'quantizeml/layers/reshaping/permute.py' 2023-11-25T12:43:18,547 adding 'quantizeml/layers/reshaping/reshape.py' 2023-11-25T12:43:18,549 adding 'quantizeml/models/__init__.py' 2023-11-25T12:43:18,551 adding 'quantizeml/models/calibrate.py' 2023-11-25T12:43:18,553 adding 'quantizeml/models/check_quantization.py' 2023-11-25T12:43:18,555 adding 'quantizeml/models/quantize.py' 2023-11-25T12:43:18,557 adding 'quantizeml/models/record.py' 2023-11-25T12:43:18,558 adding 'quantizeml/models/utils.py' 2023-11-25T12:43:18,560 adding 'quantizeml/models/transforms/__init__.py' 2023-11-25T12:43:18,562 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-11-25T12:43:18,563 adding 'quantizeml/models/transforms/conv_to_dw.py' 2023-11-25T12:43:18,565 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-11-25T12:43:18,567 adding 'quantizeml/models/transforms/insert_layer.py' 2023-11-25T12:43:18,568 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-11-25T12:43:18,570 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-11-25T12:43:18,571 adding 'quantizeml/models/transforms/remove_reshape.py' 2023-11-25T12:43:18,572 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-11-25T12:43:18,574 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-11-25T12:43:18,575 adding 'quantizeml/models/transforms/sanitize.py' 2023-11-25T12:43:18,577 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-11-25T12:43:18,579 adding 'quantizeml/onnx_support/__init__.py' 2023-11-25T12:43:18,580 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2023-11-25T12:43:18,581 adding 'quantizeml/onnx_support/graph_tools/field.py' 2023-11-25T12:43:18,583 adding 'quantizeml/onnx_support/graph_tools/items.py' 2023-11-25T12:43:18,584 adding 'quantizeml/onnx_support/graph_tools/node.py' 2023-11-25T12:43:18,585 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2023-11-25T12:43:18,587 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2023-11-25T12:43:18,588 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2023-11-25T12:43:18,590 adding 'quantizeml/onnx_support/layers/__init__.py' 2023-11-25T12:43:18,592 adding 'quantizeml/onnx_support/layers/base_layer.py' 2023-11-25T12:43:18,593 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2023-11-25T12:43:18,595 adding 'quantizeml/onnx_support/layers/conv2d.py' 2023-11-25T12:43:18,597 adding 'quantizeml/onnx_support/layers/dense.py' 2023-11-25T12:43:18,599 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2023-11-25T12:43:18,600 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2023-11-25T12:43:18,601 adding 'quantizeml/onnx_support/layers/node_constraints.py' 2023-11-25T12:43:18,603 adding 'quantizeml/onnx_support/layers/quantizers.py' 2023-11-25T12:43:18,604 adding 'quantizeml/onnx_support/layers/register.py' 2023-11-25T12:43:18,606 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2023-11-25T12:43:18,607 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2023-11-25T12:43:18,608 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2023-11-25T12:43:18,610 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2023-11-25T12:43:18,611 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2023-11-25T12:43:18,612 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2023-11-25T12:43:18,613 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2023-11-25T12:43:18,615 adding 'quantizeml/onnx_support/quantization/__init__.py' 2023-11-25T12:43:18,617 adding 'quantizeml/onnx_support/quantization/calibration.py' 2023-11-25T12:43:18,619 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2023-11-25T12:43:18,620 adding 'quantizeml/onnx_support/quantization/fixed_point.py' 2023-11-25T12:43:18,622 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2023-11-25T12:43:18,623 adding 'quantizeml/onnx_support/quantization/outputs.py' 2023-11-25T12:43:18,625 adding 'quantizeml/onnx_support/quantization/quantize.py' 2023-11-25T12:43:18,626 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2023-11-25T12:43:18,628 adding 'quantizeml/onnx_support/quantization/weights.py' 2023-11-25T12:43:18,630 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2023-11-25T12:43:18,631 adding 'quantizeml/onnx_support/quantization/transforms/clip_to_relu.py' 2023-11-25T12:43:18,632 adding 'quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py' 2023-11-25T12:43:18,633 adding 'quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py' 2023-11-25T12:43:18,635 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2023-11-25T12:43:18,636 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2023-11-25T12:43:18,638 adding 'quantizeml/tensors/__init__.py' 2023-11-25T12:43:18,640 adding 'quantizeml/tensors/fixed_point.py' 2023-11-25T12:43:18,642 adding 'quantizeml/tensors/qfloat.py' 2023-11-25T12:43:18,644 adding 'quantizeml/tensors/qtensor.py' 2023-11-25T12:43:18,645 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-11-25T12:43:18,647 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-11-25T12:43:18,649 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-11-25T12:43:18,651 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-11-25T12:43:18,654 adding 'quantizeml-0.7.2.dist-info/LICENSE' 2023-11-25T12:43:18,656 adding 'quantizeml-0.7.2.dist-info/METADATA' 2023-11-25T12:43:18,657 adding 'quantizeml-0.7.2.dist-info/WHEEL' 2023-11-25T12:43:18,658 adding 'quantizeml-0.7.2.dist-info/entry_points.txt' 2023-11-25T12:43:18,658 adding 'quantizeml-0.7.2.dist-info/top_level.txt' 2023-11-25T12:43:18,661 adding 'quantizeml-0.7.2.dist-info/RECORD' 2023-11-25T12:43:18,665 removing build/bdist.linux-armv7l/wheel 2023-11-25T12:43:18,800 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-11-25T12:43:18,804 Created wheel for quantizeml: filename=quantizeml-0.7.2-py3-none-any.whl size=187272 sha256=a79c681f672522c12316f48212c899708c78e9e1774971f413bf10ba8b380c73 2023-11-25T12:43:18,805 Stored in directory: /tmp/pip-ephem-wheel-cache-jdcst4ge/wheels/89/a6/63/ccec363f3b5f3715d4115395d3912570b1c58f1616c1bff3af 2023-11-25T12:43:18,818 Successfully built quantizeml 2023-11-25T12:43:18,827 Removed build tracker: '/tmp/pip-build-tracker-r8x94pa3'