2023-09-07T09:42:46,655 Created temporary directory: /tmp/pip-build-tracker-l1mv5_qr 2023-09-07T09:42:46,659 Initialized build tracking at /tmp/pip-build-tracker-l1mv5_qr 2023-09-07T09:42:46,660 Created build tracker: /tmp/pip-build-tracker-l1mv5_qr 2023-09-07T09:42:46,660 Entered build tracker: /tmp/pip-build-tracker-l1mv5_qr 2023-09-07T09:42:46,661 Created temporary directory: /tmp/pip-wheel-wqtkrdj5 2023-09-07T09:42:46,671 Created temporary directory: /tmp/pip-ephem-wheel-cache-vl5ur408 2023-09-07T09:42:46,726 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-09-07T09:42:46,734 2 location(s) to search for versions of quantizeml: 2023-09-07T09:42:46,734 * https://pypi.org/simple/quantizeml/ 2023-09-07T09:42:46,734 * https://www.piwheels.org/simple/quantizeml/ 2023-09-07T09:42:46,735 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-09-07T09:42:46,736 Getting page https://pypi.org/simple/quantizeml/ 2023-09-07T09:42:46,745 Found index url https://pypi.org/simple/ 2023-09-07T09:42:46,934 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-09-07T09:42:46,950 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 2023-09-07T09:42:46,951 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 2023-09-07T09:42:46,953 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 2023-09-07T09:42:46,955 Found link https://files.pythonhosted.org/packages/70/8a/d3379f2d9edf7d49e93542e7a38cc69a6f971ee4fac0988a70e857b4d199/quantizeml-0.0.4.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.4 2023-09-07T09:42:46,956 Found link https://files.pythonhosted.org/packages/32/af/8a3861de3ed0bd6bb1df11886f29e3a5c7a4a53bc248cccc2cf6ade3143e/quantizeml-0.0.5.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.5 2023-09-07T09:42:46,957 Found link https://files.pythonhosted.org/packages/e6/8c/c8042ee87886e79640f250194a47bae35dd43ff407aa4f769075b57312ea/quantizeml-0.0.6.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.6 2023-09-07T09:42:46,959 Found link https://files.pythonhosted.org/packages/56/3d/d34a291a97e0f02e3156703d5cbb9663d5c65b194b919123cbae3affb449/quantizeml-0.0.7.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.7 2023-09-07T09:42:46,960 Found link 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 2023-09-07T09:42:46,961 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 2023-09-07T09:42:46,963 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 2023-09-07T09:42:46,964 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 2023-09-07T09:42:46,966 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 2023-09-07T09:42:46,967 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 2023-09-07T09:42:46,968 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 2023-09-07T09:42:46,970 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 2023-09-07T09:42:46,971 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 2023-09-07T09:42:46,973 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 2023-09-07T09:42:46,974 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 2023-09-07T09:42:46,975 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 2023-09-07T09:42:46,977 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 2023-09-07T09:42:46,978 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 2023-09-07T09:42:46,979 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 2023-09-07T09:42:46,981 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 2023-09-07T09:42:46,982 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 2023-09-07T09:42:46,984 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 2023-09-07T09:42:46,985 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 2023-09-07T09:42:46,986 Found link https://files.pythonhosted.org/packages/26/27/ee6d8b63ed50853b466fd9926021919b00fb68b5ab79bd1c3aeb55ea4d22/quantizeml-0.6.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.1 2023-09-07T09:42:46,988 Found link 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 2023-09-07T09:42:46,989 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-09-07T09:42:46,989 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-09-07T09:42:46,992 Found index url https://www.piwheels.org/simple/ 2023-09-07T09:42:47,223 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-09-07T09:42:47,245 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.6.1-py3-none-any.whl#sha256=f4c031754c8f1fc3e063e4e2d7db80ed25d298e307529e2d88b4e4e35ed889e8 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-09-07T09:42:47,246 Skipping link: No binaries permitted for quantizeml: 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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) 2023-09-07T09:42:47,257 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) 2023-09-07T09:42:47,258 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) 2023-09-07T09:42:47,258 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) 2023-09-07T09:42:47,259 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) 2023-09-07T09:42:47,259 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-09-07T09:42:47,260 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-09-07T09:42:47,299 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-09-07T09:42:47,327 Collecting quantizeml==0.6.2 2023-09-07T09:42:47,332 Created temporary directory: /tmp/pip-unpack-vckrseea 2023-09-07T09:42:47,520 Downloading quantizeml-0.6.2.tar.gz (97 kB) 2023-09-07T09:42:48,031 Added quantizeml==0.6.2 from https://files.pythonhosted.org/packages/36/fc/469b3eecea3e2c7bfbad0222ef874e7d009120ce8320bb58f3866be1d5a9/quantizeml-0.6.2.tar.gz to build tracker '/tmp/pip-build-tracker-l1mv5_qr' 2023-09-07T09:42:48,035 Running setup.py (path:/tmp/pip-wheel-wqtkrdj5/quantizeml_5c1c4d7cca17431a9c444b9194531dee/setup.py) egg_info for package quantizeml 2023-09-07T09:42:48,036 Created temporary directory: /tmp/pip-pip-egg-info-jqfdp63e 2023-09-07T09:42:48,037 Preparing metadata (setup.py): started 2023-09-07T09:42:48,039 Running command python setup.py egg_info 2023-09-07T09:42:50,443 running egg_info 2023-09-07T09:42:50,448 creating /tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info 2023-09-07T09:42:50,506 writing /tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/PKG-INFO 2023-09-07T09:42:50,511 writing dependency_links to /tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/dependency_links.txt 2023-09-07T09:42:50,515 writing entry points to /tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/entry_points.txt 2023-09-07T09:42:50,519 writing requirements to /tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/requires.txt 2023-09-07T09:42:50,522 writing top-level names to /tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/top_level.txt 2023-09-07T09:42:50,525 writing manifest file '/tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/SOURCES.txt' 2023-09-07T09:42:50,728 reading manifest file '/tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/SOURCES.txt' 2023-09-07T09:42:50,731 reading manifest template 'MANIFEST.in' 2023-09-07T09:42:50,734 adding license file 'LICENSE' 2023-09-07T09:42:50,746 writing manifest file '/tmp/pip-pip-egg-info-jqfdp63e/quantizeml.egg-info/SOURCES.txt' 2023-09-07T09:42:50,911 Preparing metadata (setup.py): finished with status 'done' 2023-09-07T09:42:50,924 Source in /tmp/pip-wheel-wqtkrdj5/quantizeml_5c1c4d7cca17431a9c444b9194531dee has version 0.6.2, which satisfies requirement quantizeml==0.6.2 from https://files.pythonhosted.org/packages/36/fc/469b3eecea3e2c7bfbad0222ef874e7d009120ce8320bb58f3866be1d5a9/quantizeml-0.6.2.tar.gz 2023-09-07T09:42:50,926 Removed quantizeml==0.6.2 from https://files.pythonhosted.org/packages/36/fc/469b3eecea3e2c7bfbad0222ef874e7d009120ce8320bb58f3866be1d5a9/quantizeml-0.6.2.tar.gz from build tracker '/tmp/pip-build-tracker-l1mv5_qr' 2023-09-07T09:42:50,941 Created temporary directory: /tmp/pip-unpack-50yo0ace 2023-09-07T09:42:50,943 Created temporary directory: /tmp/pip-unpack-7_6bj_lr 2023-09-07T09:42:50,963 Building wheels for collected packages: quantizeml 2023-09-07T09:42:50,971 Created temporary directory: /tmp/pip-wheel-btyhypnp 2023-09-07T09:42:50,972 Building wheel for quantizeml (setup.py): started 2023-09-07T09:42:50,974 Destination directory: /tmp/pip-wheel-btyhypnp 2023-09-07T09:42:50,974 Running command python setup.py bdist_wheel 2023-09-07T09:42:53,355 running bdist_wheel 2023-09-07T09:42:53,524 running build 2023-09-07T09:42:53,524 running build_py 2023-09-07T09:42:53,589 creating build 2023-09-07T09:42:53,590 creating build/lib 2023-09-07T09:42:53,591 creating build/lib/quantizeml 2023-09-07T09:42:53,594 copying quantizeml/version.py -> build/lib/quantizeml 2023-09-07T09:42:53,598 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-09-07T09:42:53,601 copying quantizeml/cli.py -> build/lib/quantizeml 2023-09-07T09:42:53,607 creating build/lib/quantizeml/onnx_support 2023-09-07T09:42:53,609 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2023-09-07T09:42:53,615 creating build/lib/quantizeml/models 2023-09-07T09:42:53,617 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-09-07T09:42:53,623 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-09-07T09:42:53,627 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-09-07T09:42:53,631 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-09-07T09:42:53,636 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-09-07T09:42:53,639 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-09-07T09:42:53,645 creating build/lib/quantizeml/tensors 2023-09-07T09:42:53,647 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-09-07T09:42:53,653 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-09-07T09:42:53,658 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-09-07T09:42:53,662 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-09-07T09:42:53,667 creating build/lib/quantizeml/debugging 2023-09-07T09:42:53,669 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-09-07T09:42:53,674 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-09-07T09:42:53,680 creating build/lib/quantizeml/layers 2023-09-07T09:42:53,683 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,688 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,693 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,697 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,701 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,707 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,712 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,717 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,721 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,726 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,730 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,735 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,739 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,743 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,748 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,753 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,757 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,761 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,764 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,768 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,772 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-09-07T09:42:53,779 creating build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,780 copying quantizeml/onnx_support/quantization/quantize_conv.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,785 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,790 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,795 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,798 copying quantizeml/onnx_support/quantization/relu_max_value.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,801 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,805 copying quantizeml/onnx_support/quantization/quantize_depthwise.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,809 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,812 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,816 copying quantizeml/onnx_support/quantization/quantize_add.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,820 copying quantizeml/onnx_support/quantization/quantize_gemm.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,824 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2023-09-07T09:42:53,830 creating build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,831 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,835 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,840 copying quantizeml/onnx_support/layers/fixed_point.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,843 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,847 copying quantizeml/onnx_support/layers/sanitize.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,851 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,855 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,859 copying quantizeml/onnx_support/layers/graph_tools.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,864 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,867 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2023-09-07T09:42:53,874 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,876 copying quantizeml/onnx_support/layers/subgraph_ops/serialize.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,880 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,884 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,887 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,891 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,895 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,899 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,903 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:53,909 creating build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,911 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,915 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,919 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,923 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,928 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,932 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,936 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,940 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,944 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,949 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,953 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-09-07T09:42:53,958 creating build/lib/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:53,960 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:53,966 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:53,970 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:53,974 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:53,981 creating build/lib/quantizeml/layers/quantizers 2023-09-07T09:42:53,983 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-09-07T09:42:53,987 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-09-07T09:42:53,991 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-09-07T09:42:53,996 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-09-07T09:42:54,001 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-09-07T09:42:54,006 creating build/lib/quantizeml/layers/reshaping 2023-09-07T09:42:54,008 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-09-07T09:42:54,012 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-09-07T09:42:54,015 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-09-07T09:42:54,019 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-09-07T09:42:54,103 /usr/local/lib/python3.7/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-09-07T09:42:54,103 !! 2023-09-07T09:42:54,104 ******************************************************************************** 2023-09-07T09:42:54,105 Please avoid running ``setup.py`` directly. 2023-09-07T09:42:54,105 Instead, use pypa/build, pypa/installer or other 2023-09-07T09:42:54,105 standards-based tools. 2023-09-07T09:42:54,106 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-09-07T09:42:54,106 ******************************************************************************** 2023-09-07T09:42:54,107 !! 2023-09-07T09:42:54,107 self.initialize_options() 2023-09-07T09:42:54,158 installing to build/bdist.linux-armv7l/wheel 2023-09-07T09:42:54,159 running install 2023-09-07T09:42:54,222 running install_lib 2023-09-07T09:42:54,281 creating build/bdist.linux-armv7l 2023-09-07T09:42:54,282 creating build/bdist.linux-armv7l/wheel 2023-09-07T09:42:54,286 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-09-07T09:42:54,289 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-09-07T09:42:54,292 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,294 copying build/lib/quantizeml/onnx_support/quantization/quantize_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,299 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,304 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,308 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,312 copying build/lib/quantizeml/onnx_support/quantization/relu_max_value.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,316 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,319 copying build/lib/quantizeml/onnx_support/quantization/quantize_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,323 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,327 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,331 copying build/lib/quantizeml/onnx_support/quantization/quantize_add.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,335 copying build/lib/quantizeml/onnx_support/quantization/quantize_gemm.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,340 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-09-07T09:42:54,345 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,347 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,351 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,356 copying build/lib/quantizeml/onnx_support/layers/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,361 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,365 copying build/lib/quantizeml/onnx_support/layers/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,370 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,375 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,382 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,384 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/serialize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,388 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,392 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,395 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,399 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,403 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,406 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,410 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-09-07T09:42:54,413 copying build/lib/quantizeml/onnx_support/layers/graph_tools.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,418 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,421 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-09-07T09:42:54,425 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-09-07T09:42:54,430 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,431 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,437 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,442 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,444 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,448 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,453 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,458 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,462 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,467 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,471 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,476 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,481 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,486 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,490 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-09-07T09:42:54,494 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,499 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,504 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,509 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-09-07T09:42:54,513 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-09-07T09:42:54,518 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-09-07T09:42:54,519 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-09-07T09:42:54,525 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-09-07T09:42:54,530 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:54,532 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:54,537 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:54,541 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:54,545 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-09-07T09:42:54,550 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-09-07T09:42:54,555 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-09-07T09:42:54,560 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-09-07T09:42:54,562 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-09-07T09:42:54,566 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-09-07T09:42:54,571 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,573 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,578 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,582 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,586 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,589 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,594 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,598 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,602 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,606 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,611 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,615 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,619 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,624 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-09-07T09:42:54,626 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-09-07T09:42:54,630 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-09-07T09:42:54,634 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-09-07T09:42:54,638 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-09-07T09:42:54,643 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-09-07T09:42:54,646 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,650 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,657 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-09-07T09:42:54,659 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-09-07T09:42:54,663 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-09-07T09:42:54,667 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-09-07T09:42:54,670 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-09-07T09:42:54,674 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,678 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,682 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,686 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,690 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,695 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,699 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-09-07T09:42:54,703 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-09-07T09:42:54,707 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-09-07T09:42:54,711 running install_egg_info 2023-09-07T09:42:54,846 running egg_info 2023-09-07T09:42:54,906 writing quantizeml.egg-info/PKG-INFO 2023-09-07T09:42:54,910 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-09-07T09:42:54,913 writing entry points to quantizeml.egg-info/entry_points.txt 2023-09-07T09:42:54,915 writing requirements to quantizeml.egg-info/requires.txt 2023-09-07T09:42:54,918 writing top-level names to quantizeml.egg-info/top_level.txt 2023-09-07T09:42:55,004 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-09-07T09:42:55,013 reading manifest template 'MANIFEST.in' 2023-09-07T09:42:55,015 adding license file 'LICENSE' 2023-09-07T09:42:55,031 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-09-07T09:42:55,035 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.6.2-py3.7.egg-info 2023-09-07T09:42:55,058 running install_scripts 2023-09-07T09:42:55,092 adding license file "LICENSE" (matched pattern "LICEN[CS]E*") 2023-09-07T09:42:55,103 creating build/bdist.linux-armv7l/wheel/quantizeml-0.6.2.dist-info/WHEEL 2023-09-07T09:42:55,108 creating '/tmp/pip-wheel-btyhypnp/quantizeml-0.6.2-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-09-07T09:42:55,113 adding 'quantizeml/__init__.py' 2023-09-07T09:42:55,117 adding 'quantizeml/cli.py' 2023-09-07T09:42:55,120 adding 'quantizeml/version.py' 2023-09-07T09:42:55,123 adding 'quantizeml/debugging/__init__.py' 2023-09-07T09:42:55,126 adding 'quantizeml/debugging/assertions.py' 2023-09-07T09:42:55,130 adding 'quantizeml/layers/__init__.py' 2023-09-07T09:42:55,133 adding 'quantizeml/layers/activations.py' 2023-09-07T09:42:55,137 adding 'quantizeml/layers/attention.py' 2023-09-07T09:42:55,141 adding 'quantizeml/layers/batch_normalization.py' 2023-09-07T09:42:55,145 adding 'quantizeml/layers/buffer_temp_conv.py' 2023-09-07T09:42:55,149 adding 'quantizeml/layers/convolution.py' 2023-09-07T09:42:55,152 adding 'quantizeml/layers/dense.py' 2023-09-07T09:42:55,156 adding 'quantizeml/layers/depthwise_convolution.py' 2023-09-07T09:42:55,159 adding 'quantizeml/layers/dropout.py' 2023-09-07T09:42:55,163 adding 'quantizeml/layers/layers_base.py' 2023-09-07T09:42:55,166 adding 'quantizeml/layers/multi_inbounds.py' 2023-09-07T09:42:55,170 adding 'quantizeml/layers/normalization.py' 2023-09-07T09:42:55,174 adding 'quantizeml/layers/output_observer.py' 2023-09-07T09:42:55,177 adding 'quantizeml/layers/pooling.py' 2023-09-07T09:42:55,179 adding 'quantizeml/layers/quantization_params.py' 2023-09-07T09:42:55,183 adding 'quantizeml/layers/recorders.py' 2023-09-07T09:42:55,186 adding 'quantizeml/layers/rescaling.py' 2023-09-07T09:42:55,189 adding 'quantizeml/layers/separable_convolution.py' 2023-09-07T09:42:55,193 adding 'quantizeml/layers/shiftmax.py' 2023-09-07T09:42:55,196 adding 'quantizeml/layers/stateful_recurrent.py' 2023-09-07T09:42:55,200 adding 'quantizeml/layers/vit.py' 2023-09-07T09:42:55,203 adding 'quantizeml/layers/quantizers/__init__.py' 2023-09-07T09:42:55,206 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-09-07T09:42:55,210 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-09-07T09:42:55,214 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-09-07T09:42:55,217 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-09-07T09:42:55,221 adding 'quantizeml/layers/reshaping/__init__.py' 2023-09-07T09:42:55,223 adding 'quantizeml/layers/reshaping/flatten.py' 2023-09-07T09:42:55,226 adding 'quantizeml/layers/reshaping/permute.py' 2023-09-07T09:42:55,229 adding 'quantizeml/layers/reshaping/reshape.py' 2023-09-07T09:42:55,233 adding 'quantizeml/models/__init__.py' 2023-09-07T09:42:55,238 adding 'quantizeml/models/calibrate.py' 2023-09-07T09:42:55,241 adding 'quantizeml/models/check_quantization.py' 2023-09-07T09:42:55,247 adding 'quantizeml/models/quantize.py' 2023-09-07T09:42:55,250 adding 'quantizeml/models/record.py' 2023-09-07T09:42:55,253 adding 'quantizeml/models/utils.py' 2023-09-07T09:42:55,257 adding 'quantizeml/models/transforms/__init__.py' 2023-09-07T09:42:55,261 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-09-07T09:42:55,264 adding 'quantizeml/models/transforms/conv_to_dw.py' 2023-09-07T09:42:55,268 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-09-07T09:42:55,272 adding 'quantizeml/models/transforms/insert_layer.py' 2023-09-07T09:42:55,275 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-09-07T09:42:55,278 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-09-07T09:42:55,281 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-09-07T09:42:55,285 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-09-07T09:42:55,287 adding 'quantizeml/models/transforms/sanitize.py' 2023-09-07T09:42:55,291 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-09-07T09:42:55,295 adding 'quantizeml/onnx_support/__init__.py' 2023-09-07T09:42:55,298 adding 'quantizeml/onnx_support/layers/__init__.py' 2023-09-07T09:42:55,301 adding 'quantizeml/onnx_support/layers/base_layer.py' 2023-09-07T09:42:55,305 adding 'quantizeml/onnx_support/layers/conv2d.py' 2023-09-07T09:42:55,308 adding 'quantizeml/onnx_support/layers/dense.py' 2023-09-07T09:42:55,311 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2023-09-07T09:42:55,314 adding 'quantizeml/onnx_support/layers/fixed_point.py' 2023-09-07T09:42:55,318 adding 'quantizeml/onnx_support/layers/graph_tools.py' 2023-09-07T09:42:55,321 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2023-09-07T09:42:55,324 adding 'quantizeml/onnx_support/layers/register.py' 2023-09-07T09:42:55,327 adding 'quantizeml/onnx_support/layers/sanitize.py' 2023-09-07T09:42:55,331 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2023-09-07T09:42:55,334 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2023-09-07T09:42:55,336 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2023-09-07T09:42:55,339 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2023-09-07T09:42:55,342 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2023-09-07T09:42:55,344 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2023-09-07T09:42:55,347 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2023-09-07T09:42:55,350 adding 'quantizeml/onnx_support/layers/subgraph_ops/serialize.py' 2023-09-07T09:42:55,354 adding 'quantizeml/onnx_support/quantization/__init__.py' 2023-09-07T09:42:55,358 adding 'quantizeml/onnx_support/quantization/calibration.py' 2023-09-07T09:42:55,361 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2023-09-07T09:42:55,364 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2023-09-07T09:42:55,367 adding 'quantizeml/onnx_support/quantization/outputs.py' 2023-09-07T09:42:55,372 adding 'quantizeml/onnx_support/quantization/quantize.py' 2023-09-07T09:42:55,375 adding 'quantizeml/onnx_support/quantization/quantize_add.py' 2023-09-07T09:42:55,378 adding 'quantizeml/onnx_support/quantization/quantize_conv.py' 2023-09-07T09:42:55,382 adding 'quantizeml/onnx_support/quantization/quantize_depthwise.py' 2023-09-07T09:42:55,385 adding 'quantizeml/onnx_support/quantization/quantize_gemm.py' 2023-09-07T09:42:55,387 adding 'quantizeml/onnx_support/quantization/relu_max_value.py' 2023-09-07T09:42:55,390 adding 'quantizeml/onnx_support/quantization/weights.py' 2023-09-07T09:42:55,394 adding 'quantizeml/tensors/__init__.py' 2023-09-07T09:42:55,400 adding 'quantizeml/tensors/fixed_point.py' 2023-09-07T09:42:55,404 adding 'quantizeml/tensors/qfloat.py' 2023-09-07T09:42:55,407 adding 'quantizeml/tensors/qtensor.py' 2023-09-07T09:42:55,411 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-09-07T09:42:55,415 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-09-07T09:42:55,420 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-09-07T09:42:55,426 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-09-07T09:42:55,433 adding 'quantizeml-0.6.2.dist-info/LICENSE' 2023-09-07T09:42:55,436 adding 'quantizeml-0.6.2.dist-info/METADATA' 2023-09-07T09:42:55,438 adding 'quantizeml-0.6.2.dist-info/WHEEL' 2023-09-07T09:42:55,440 adding 'quantizeml-0.6.2.dist-info/entry_points.txt' 2023-09-07T09:42:55,441 adding 'quantizeml-0.6.2.dist-info/top_level.txt' 2023-09-07T09:42:55,445 adding 'quantizeml-0.6.2.dist-info/RECORD' 2023-09-07T09:42:55,456 removing build/bdist.linux-armv7l/wheel 2023-09-07T09:42:55,682 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-09-07T09:42:55,694 Created wheel for quantizeml: filename=quantizeml-0.6.2-py3-none-any.whl size=163412 sha256=23dc8d18067ff57553a4c0f48d6f45f90f162e8987370cd90bc34e7f386b31ee 2023-09-07T09:42:55,696 Stored in directory: /tmp/pip-ephem-wheel-cache-vl5ur408/wheels/3c/19/11/7cf6be451703d826b645c2b693a1ad40265b923f8f830f269d 2023-09-07T09:42:55,731 Successfully built quantizeml 2023-09-07T09:42:55,755 Removed build tracker: '/tmp/pip-build-tracker-l1mv5_qr'