2023-08-30T15:39:04,376 Created temporary directory: /tmp/pip-build-tracker-4k8uwsv4 2023-08-30T15:39:04,379 Initialized build tracking at /tmp/pip-build-tracker-4k8uwsv4 2023-08-30T15:39:04,380 Created build tracker: /tmp/pip-build-tracker-4k8uwsv4 2023-08-30T15:39:04,380 Entered build tracker: /tmp/pip-build-tracker-4k8uwsv4 2023-08-30T15:39:04,381 Created temporary directory: /tmp/pip-wheel-nppkxsjl 2023-08-30T15:39:04,390 Created temporary directory: /tmp/pip-ephem-wheel-cache-mi97svfb 2023-08-30T15:39:04,446 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-08-30T15:39:04,454 2 location(s) to search for versions of quantizeml: 2023-08-30T15:39:04,454 * https://pypi.org/simple/quantizeml/ 2023-08-30T15:39:04,454 * https://www.piwheels.org/simple/quantizeml/ 2023-08-30T15:39:04,455 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-08-30T15:39:04,457 Getting page https://pypi.org/simple/quantizeml/ 2023-08-30T15:39:04,461 Found index url https://pypi.org/simple/ 2023-08-30T15:39:04,645 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-08-30T15:39:04,661 Found link https://files.pythonhosted.org/packages/c9/cf/06f942f7e9c5127a1c45d1e99a77944800698530985679668b49e23454b6/quantizeml-0.0.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.1 2023-08-30T15:39:04,663 Found link https://files.pythonhosted.org/packages/c5/0e/e4dddac5590c45071afeff67a41eb59e9d67fd4999763fec97eacfe2028d/quantizeml-0.0.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.2 2023-08-30T15:39:04,664 Found link https://files.pythonhosted.org/packages/93/20/cd1bc2c8f57952fcd9efee1ed18fdec3a95b351991d6750d852482dd4fb6/quantizeml-0.0.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.3 2023-08-30T15:39:04,666 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 2023-08-30T15:39:04,667 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 2023-08-30T15:39:04,668 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 2023-08-30T15:39:04,670 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 2023-08-30T15:39:04,671 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 2023-08-30T15:39:04,673 Found link https://files.pythonhosted.org/packages/c2/4e/92455b736d396190216258e9cb869b59d68a3140efe90f74cb1f71404c76/quantizeml-0.0.9.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.9 2023-08-30T15:39:04,674 Found link https://files.pythonhosted.org/packages/87/eb/dfbf2d5ef26fdab94a0ad454be4a3a5c35efe4b674effedc7ffcf22412e1/quantizeml-0.0.10.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.10 2023-08-30T15:39:04,676 Found link https://files.pythonhosted.org/packages/7d/aa/22361221d1337052e6f5d2816fc109836848e0e2b17672d033d419785b49/quantizeml-0.0.11.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.11 2023-08-30T15:39:04,677 Found link https://files.pythonhosted.org/packages/9b/4b/a85b4899da2c7dbaa30eb011967423d1cd3eaebeb513a2a7097233ac85cd/quantizeml-0.0.12.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.12 2023-08-30T15:39:04,678 Found link https://files.pythonhosted.org/packages/14/7f/498d558a7439259238622db73251837b2bfea10649b47d0ca09d838e2cef/quantizeml-0.0.13.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.13 2023-08-30T15:39:04,680 Found link https://files.pythonhosted.org/packages/ee/73/4b97e32c88aac3284709de80e3c3fa511c15ef29f442dc42712a1e70a70f/quantizeml-0.1.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.1.0 2023-08-30T15:39:04,681 Found link https://files.pythonhosted.org/packages/7b/be/5846d6442e932c5d1b9f2e21e8a93a63c6ee0625e3ba016ef1fffeeb3cfe/quantizeml-0.2.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.0 2023-08-30T15:39:04,683 Found link https://files.pythonhosted.org/packages/f8/3a/7ebf52ac9d43c9a916b0abc95f220efa6e284d57c55c0b702cf2e4e8ad10/quantizeml-0.2.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.1 2023-08-30T15:39:04,684 Found link https://files.pythonhosted.org/packages/3b/56/1974734ad276bd07cb76043f37ce52eacab0246a8c0fd416ec58e1f41dfa/quantizeml-0.3.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.0 2023-08-30T15:39:04,686 Found link https://files.pythonhosted.org/packages/f3/f3/58eb7759cbea1e802c306330422144214aa5ed751eb23e695da3aab6e56b/quantizeml-0.3.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.1 2023-08-30T15:39:04,687 Found link https://files.pythonhosted.org/packages/26/9e/ac0e64984d1a4ca232e2835ed15151951f268cb2e1cdbf70703c8f114ccb/quantizeml-0.4.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.0 2023-08-30T15:39:04,688 Found link https://files.pythonhosted.org/packages/93/52/1156eb594f140d43532dade7546d62588d2cb446f097d1d8a236b0e1a69b/quantizeml-0.4.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.1 2023-08-30T15:39:04,690 Found link https://files.pythonhosted.org/packages/bf/2e/3f23c2b62ed73bad3fdc7ebfcfb834fbb27f55f5c644370c2521cfa8ada5/quantizeml-0.4.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.2 2023-08-30T15:39:04,691 Found link https://files.pythonhosted.org/packages/18/96/967a3d6e1b8b62d079572282a396251d7bc009595ce4cac538d3bb254340/quantizeml-0.5.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.0 2023-08-30T15:39:04,693 Found link https://files.pythonhosted.org/packages/2d/46/befd79ddd5fbe71253b84c3182b9a034174429f2c43f905fce67b47ea2fa/quantizeml-0.5.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.1 2023-08-30T15:39:04,694 Found link https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.2 2023-08-30T15:39:04,695 Found link https://files.pythonhosted.org/packages/9a/26/31061b47d3a889e3a2bc93b34e7771e330e89466c21d9587ac543becad24/quantizeml-0.5.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.3 2023-08-30T15:39:04,697 Found link https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.0 2023-08-30T15:39:04,698 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 2023-08-30T15:39:04,699 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-08-30T15:39:04,700 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-08-30T15:39:04,702 Found index url https://www.piwheels.org/simple/ 2023-08-30T15:39:04,904 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-08-30T15:39:04,926 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.6.0-py3-none-any.whl#sha256=8c93b5aa5029591bac79eba686b33388e951c8c126e7da877d6c666a6fd9b100 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-30T15:39:04,927 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.3-py3-none-any.whl#sha256=44f8aa03911cbc70b303767fd7a1bc6266551802449397cf8bae07591fa0003f (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-30T15:39:04,927 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.2-py3-none-any.whl#sha256=2a66d21bff133d58bafeeccae22e0c79731e64dabb9c443e3ec79f92c4e1e577 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-30T15:39:04,928 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.1-py3-none-any.whl#sha256=05f16d3632a5313e29890f5b5f5a28f9efc3f53b896a5a0046d27506ff5fd67a (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-30T15:39:04,928 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.0-py3-none-any.whl#sha256=93b6bf983e2fb50c8b7346c4a09540d33a0016c68e6a9f16dfb1048fef7634ad (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-08-30T15:39:04,929 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) 2023-08-30T15:39:04,937 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) 2023-08-30T15:39:04,938 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) 2023-08-30T15:39:04,938 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) 2023-08-30T15:39:04,939 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) 2023-08-30T15:39:04,939 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) 2023-08-30T15:39:04,940 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-08-30T15:39:04,940 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-08-30T15:39:04,983 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-08-30T15:39:05,014 Collecting quantizeml==0.6.1 2023-08-30T15:39:05,018 Created temporary directory: /tmp/pip-unpack-o_8o14fe 2023-08-30T15:39:05,194 Downloading quantizeml-0.6.1.tar.gz (95 kB) 2023-08-30T15:39:05,704 Added quantizeml==0.6.1 from https://files.pythonhosted.org/packages/26/27/ee6d8b63ed50853b466fd9926021919b00fb68b5ab79bd1c3aeb55ea4d22/quantizeml-0.6.1.tar.gz to build tracker '/tmp/pip-build-tracker-4k8uwsv4' 2023-08-30T15:39:05,707 Running setup.py (path:/tmp/pip-wheel-nppkxsjl/quantizeml_f708249f6a284ee4821da5fed27a1f51/setup.py) egg_info for package quantizeml 2023-08-30T15:39:05,708 Created temporary directory: /tmp/pip-pip-egg-info-ood1cxh3 2023-08-30T15:39:05,709 Preparing metadata (setup.py): started 2023-08-30T15:39:05,711 Running command python setup.py egg_info 2023-08-30T15:39:07,498 running egg_info 2023-08-30T15:39:07,500 creating /tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info 2023-08-30T15:39:07,620 writing /tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/PKG-INFO 2023-08-30T15:39:07,624 writing dependency_links to /tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/dependency_links.txt 2023-08-30T15:39:07,628 writing entry points to /tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/entry_points.txt 2023-08-30T15:39:07,631 writing requirements to /tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/requires.txt 2023-08-30T15:39:07,633 writing top-level names to /tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/top_level.txt 2023-08-30T15:39:07,635 writing manifest file '/tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/SOURCES.txt' 2023-08-30T15:39:08,003 reading manifest file '/tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/SOURCES.txt' 2023-08-30T15:39:08,006 reading manifest template 'MANIFEST.in' 2023-08-30T15:39:08,008 adding license file 'LICENSE' 2023-08-30T15:39:08,021 writing manifest file '/tmp/pip-pip-egg-info-ood1cxh3/quantizeml.egg-info/SOURCES.txt' 2023-08-30T15:39:08,143 Preparing metadata (setup.py): finished with status 'done' 2023-08-30T15:39:08,155 Source in /tmp/pip-wheel-nppkxsjl/quantizeml_f708249f6a284ee4821da5fed27a1f51 has version 0.6.1, which satisfies requirement quantizeml==0.6.1 from https://files.pythonhosted.org/packages/26/27/ee6d8b63ed50853b466fd9926021919b00fb68b5ab79bd1c3aeb55ea4d22/quantizeml-0.6.1.tar.gz 2023-08-30T15:39:08,157 Removed quantizeml==0.6.1 from https://files.pythonhosted.org/packages/26/27/ee6d8b63ed50853b466fd9926021919b00fb68b5ab79bd1c3aeb55ea4d22/quantizeml-0.6.1.tar.gz from build tracker '/tmp/pip-build-tracker-4k8uwsv4' 2023-08-30T15:39:08,172 Created temporary directory: /tmp/pip-unpack-_qe0l7_d 2023-08-30T15:39:08,174 Building wheels for collected packages: quantizeml 2023-08-30T15:39:08,182 Created temporary directory: /tmp/pip-wheel-894vnr2r 2023-08-30T15:39:08,183 Building wheel for quantizeml (setup.py): started 2023-08-30T15:39:08,185 Destination directory: /tmp/pip-wheel-894vnr2r 2023-08-30T15:39:08,185 Running command python setup.py bdist_wheel 2023-08-30T15:39:10,040 running bdist_wheel 2023-08-30T15:39:10,960 running build 2023-08-30T15:39:10,961 running build_py 2023-08-30T15:39:11,082 creating build 2023-08-30T15:39:11,083 creating build/lib 2023-08-30T15:39:11,084 creating build/lib/quantizeml 2023-08-30T15:39:11,087 copying quantizeml/version.py -> build/lib/quantizeml 2023-08-30T15:39:11,091 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-08-30T15:39:11,095 copying quantizeml/cli.py -> build/lib/quantizeml 2023-08-30T15:39:11,103 creating build/lib/quantizeml/layers 2023-08-30T15:39:11,105 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,110 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,115 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,119 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,123 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,127 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,131 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,135 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,139 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,143 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,147 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,152 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,156 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,160 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,164 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,168 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,172 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,176 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,181 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,185 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2023-08-30T15:39:11,190 creating build/lib/quantizeml/onnx_support 2023-08-30T15:39:11,192 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2023-08-30T15:39:11,197 creating build/lib/quantizeml/debugging 2023-08-30T15:39:11,199 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-08-30T15:39:11,203 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-08-30T15:39:11,208 creating build/lib/quantizeml/models 2023-08-30T15:39:11,209 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-08-30T15:39:11,213 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-08-30T15:39:11,217 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-08-30T15:39:11,222 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-08-30T15:39:11,226 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-08-30T15:39:11,229 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-08-30T15:39:11,235 creating build/lib/quantizeml/tensors 2023-08-30T15:39:11,237 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-08-30T15:39:11,242 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-08-30T15:39:11,246 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-08-30T15:39:11,251 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-08-30T15:39:11,257 creating build/lib/quantizeml/layers/reshaping 2023-08-30T15:39:11,259 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-08-30T15:39:11,263 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-08-30T15:39:11,266 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-08-30T15:39:11,270 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-08-30T15:39:11,275 creating build/lib/quantizeml/layers/quantizers 2023-08-30T15:39:11,277 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-08-30T15:39:11,282 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-08-30T15:39:11,285 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-08-30T15:39:11,289 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-08-30T15:39:11,294 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-08-30T15:39:11,300 creating build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,302 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,306 copying quantizeml/onnx_support/layers/fixed_point.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,310 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,314 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,318 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,322 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,326 copying quantizeml/onnx_support/layers/sanitize.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,331 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,334 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,338 copying quantizeml/onnx_support/layers/graph_tools.py -> build/lib/quantizeml/onnx_support/layers 2023-08-30T15:39:11,345 creating build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,347 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,352 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,356 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,359 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,363 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,368 copying quantizeml/onnx_support/quantization/quantize_depthwise.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,372 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,376 copying quantizeml/onnx_support/quantization/quantize_gemm.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,380 copying quantizeml/onnx_support/quantization/quantize_conv.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,384 copying quantizeml/onnx_support/quantization/quantize_add.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,388 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,392 copying quantizeml/onnx_support/quantization/relu_max_value.py -> build/lib/quantizeml/onnx_support/quantization 2023-08-30T15:39:11,398 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,399 copying quantizeml/onnx_support/layers/subgraph_ops/serialize.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,404 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,408 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,411 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,415 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,418 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,422 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,426 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:11,432 creating build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,434 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,438 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,443 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,448 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,452 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,455 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,460 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,464 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,468 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,472 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-08-30T15:39:11,477 creating build/lib/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:11,479 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:11,483 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:11,488 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:11,494 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:11,646 /home/piwheels/.local/lib/python3.7/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-08-30T15:39:11,646 !! 2023-08-30T15:39:11,647 ******************************************************************************** 2023-08-30T15:39:11,647 Please avoid running ``setup.py`` directly. 2023-08-30T15:39:11,648 Instead, use pypa/build, pypa/installer, pypa/build or 2023-08-30T15:39:11,648 other standards-based tools. 2023-08-30T15:39:11,649 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-08-30T15:39:11,649 ******************************************************************************** 2023-08-30T15:39:11,650 !! 2023-08-30T15:39:11,650 self.initialize_options() 2023-08-30T15:39:11,762 installing to build/bdist.linux-armv7l/wheel 2023-08-30T15:39:11,762 running install 2023-08-30T15:39:11,824 running install_lib 2023-08-30T15:39:11,942 creating build/bdist.linux-armv7l 2023-08-30T15:39:11,943 creating build/bdist.linux-armv7l/wheel 2023-08-30T15:39:11,947 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-08-30T15:39:11,950 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,953 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,958 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,963 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,967 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,972 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,975 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:11,980 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-30T15:39:11,982 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-30T15:39:11,986 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-30T15:39:11,989 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-30T15:39:11,993 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-08-30T15:39:11,997 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,002 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,005 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,009 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,013 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,018 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,022 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,026 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,030 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,034 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,038 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,043 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-30T15:39:12,044 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-30T15:39:12,049 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-30T15:39:12,053 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-30T15:39:12,056 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-30T15:39:12,061 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-08-30T15:39:12,065 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,069 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,073 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-08-30T15:39:12,079 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-08-30T15:39:12,082 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,085 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,087 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/serialize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,091 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,095 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,098 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,102 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,105 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,109 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,113 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-08-30T15:39:12,116 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,120 copying build/lib/quantizeml/onnx_support/layers/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,123 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,127 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,131 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,136 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,139 copying build/lib/quantizeml/onnx_support/layers/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,144 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,147 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,151 copying build/lib/quantizeml/onnx_support/layers/graph_tools.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-08-30T15:39:12,157 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,159 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,164 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,168 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,172 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,175 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,180 copying build/lib/quantizeml/onnx_support/quantization/quantize_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,184 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,187 copying build/lib/quantizeml/onnx_support/quantization/quantize_gemm.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,192 copying build/lib/quantizeml/onnx_support/quantization/quantize_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,196 copying build/lib/quantizeml/onnx_support/quantization/quantize_add.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,200 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,415 copying build/lib/quantizeml/onnx_support/quantization/relu_max_value.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-08-30T15:39:12,419 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-08-30T15:39:12,423 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-08-30T15:39:12,426 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-08-30T15:39:12,431 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-08-30T15:39:12,433 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-08-30T15:39:12,438 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-08-30T15:39:12,443 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,445 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,449 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,453 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,460 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,461 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,466 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,471 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,475 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,480 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,483 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,488 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,491 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,496 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,499 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-08-30T15:39:12,503 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,508 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,512 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-08-30T15:39:12,517 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-08-30T15:39:12,523 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-30T15:39:12,525 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-30T15:39:12,530 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:12,532 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:12,536 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:12,540 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:12,544 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-08-30T15:39:12,551 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-30T15:39:12,554 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-30T15:39:12,560 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-08-30T15:39:12,563 running install_egg_info 2023-08-30T15:39:12,822 running egg_info 2023-08-30T15:39:12,932 writing quantizeml.egg-info/PKG-INFO 2023-08-30T15:39:12,936 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-08-30T15:39:12,940 writing entry points to quantizeml.egg-info/entry_points.txt 2023-08-30T15:39:12,943 writing requirements to quantizeml.egg-info/requires.txt 2023-08-30T15:39:12,945 writing top-level names to quantizeml.egg-info/top_level.txt 2023-08-30T15:39:13,083 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-08-30T15:39:13,092 reading manifest template 'MANIFEST.in' 2023-08-30T15:39:13,094 adding license file 'LICENSE' 2023-08-30T15:39:13,110 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-08-30T15:39:13,113 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.6.1-py3.7.egg-info 2023-08-30T15:39:13,137 running install_scripts 2023-08-30T15:39:13,172 creating build/bdist.linux-armv7l/wheel/quantizeml-0.6.1.dist-info/WHEEL 2023-08-30T15:39:13,177 creating '/tmp/pip-wheel-894vnr2r/quantizeml-0.6.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-08-30T15:39:13,183 adding 'quantizeml/__init__.py' 2023-08-30T15:39:13,187 adding 'quantizeml/cli.py' 2023-08-30T15:39:13,190 adding 'quantizeml/version.py' 2023-08-30T15:39:13,193 adding 'quantizeml/debugging/__init__.py' 2023-08-30T15:39:13,196 adding 'quantizeml/debugging/assertions.py' 2023-08-30T15:39:13,200 adding 'quantizeml/layers/__init__.py' 2023-08-30T15:39:13,203 adding 'quantizeml/layers/activations.py' 2023-08-30T15:39:13,207 adding 'quantizeml/layers/attention.py' 2023-08-30T15:39:13,210 adding 'quantizeml/layers/batch_normalization.py' 2023-08-30T15:39:13,214 adding 'quantizeml/layers/buffer_temp_conv.py' 2023-08-30T15:39:13,218 adding 'quantizeml/layers/convolution.py' 2023-08-30T15:39:13,222 adding 'quantizeml/layers/dense.py' 2023-08-30T15:39:13,226 adding 'quantizeml/layers/depthwise_convolution.py' 2023-08-30T15:39:13,228 adding 'quantizeml/layers/dropout.py' 2023-08-30T15:39:13,232 adding 'quantizeml/layers/layers_base.py' 2023-08-30T15:39:13,236 adding 'quantizeml/layers/multi_inbounds.py' 2023-08-30T15:39:13,240 adding 'quantizeml/layers/normalization.py' 2023-08-30T15:39:13,243 adding 'quantizeml/layers/output_observer.py' 2023-08-30T15:39:13,246 adding 'quantizeml/layers/pooling.py' 2023-08-30T15:39:13,249 adding 'quantizeml/layers/quantization_params.py' 2023-08-30T15:39:13,252 adding 'quantizeml/layers/recorders.py' 2023-08-30T15:39:13,255 adding 'quantizeml/layers/rescaling.py' 2023-08-30T15:39:13,258 adding 'quantizeml/layers/separable_convolution.py' 2023-08-30T15:39:13,262 adding 'quantizeml/layers/shiftmax.py' 2023-08-30T15:39:13,266 adding 'quantizeml/layers/vit.py' 2023-08-30T15:39:13,270 adding 'quantizeml/layers/quantizers/__init__.py' 2023-08-30T15:39:13,273 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-08-30T15:39:13,276 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-08-30T15:39:13,279 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-08-30T15:39:13,282 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-08-30T15:39:13,286 adding 'quantizeml/layers/reshaping/__init__.py' 2023-08-30T15:39:13,289 adding 'quantizeml/layers/reshaping/flatten.py' 2023-08-30T15:39:13,292 adding 'quantizeml/layers/reshaping/permute.py' 2023-08-30T15:39:13,294 adding 'quantizeml/layers/reshaping/reshape.py' 2023-08-30T15:39:13,298 adding 'quantizeml/models/__init__.py' 2023-08-30T15:39:13,304 adding 'quantizeml/models/calibrate.py' 2023-08-30T15:39:13,307 adding 'quantizeml/models/check_quantization.py' 2023-08-30T15:39:13,314 adding 'quantizeml/models/quantize.py' 2023-08-30T15:39:13,317 adding 'quantizeml/models/record.py' 2023-08-30T15:39:13,320 adding 'quantizeml/models/utils.py' 2023-08-30T15:39:13,323 adding 'quantizeml/models/transforms/__init__.py' 2023-08-30T15:39:13,327 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-08-30T15:39:13,332 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-08-30T15:39:13,336 adding 'quantizeml/models/transforms/insert_layer.py' 2023-08-30T15:39:13,338 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-08-30T15:39:13,341 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-08-30T15:39:13,345 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-08-30T15:39:13,348 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-08-30T15:39:13,351 adding 'quantizeml/models/transforms/sanitize.py' 2023-08-30T15:39:13,355 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-08-30T15:39:13,358 adding 'quantizeml/onnx_support/__init__.py' 2023-08-30T15:39:13,362 adding 'quantizeml/onnx_support/layers/__init__.py' 2023-08-30T15:39:13,365 adding 'quantizeml/onnx_support/layers/base_layer.py' 2023-08-30T15:39:13,368 adding 'quantizeml/onnx_support/layers/conv2d.py' 2023-08-30T15:39:13,372 adding 'quantizeml/onnx_support/layers/dense.py' 2023-08-30T15:39:13,375 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2023-08-30T15:39:13,377 adding 'quantizeml/onnx_support/layers/fixed_point.py' 2023-08-30T15:39:13,382 adding 'quantizeml/onnx_support/layers/graph_tools.py' 2023-08-30T15:39:13,385 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2023-08-30T15:39:13,388 adding 'quantizeml/onnx_support/layers/register.py' 2023-08-30T15:39:13,391 adding 'quantizeml/onnx_support/layers/sanitize.py' 2023-08-30T15:39:13,395 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2023-08-30T15:39:13,398 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2023-08-30T15:39:13,401 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2023-08-30T15:39:13,403 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2023-08-30T15:39:13,406 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2023-08-30T15:39:13,409 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2023-08-30T15:39:13,412 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2023-08-30T15:39:13,415 adding 'quantizeml/onnx_support/layers/subgraph_ops/serialize.py' 2023-08-30T15:39:13,419 adding 'quantizeml/onnx_support/quantization/__init__.py' 2023-08-30T15:39:13,423 adding 'quantizeml/onnx_support/quantization/calibration.py' 2023-08-30T15:39:13,426 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2023-08-30T15:39:13,429 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2023-08-30T15:39:13,432 adding 'quantizeml/onnx_support/quantization/outputs.py' 2023-08-30T15:39:13,437 adding 'quantizeml/onnx_support/quantization/quantize.py' 2023-08-30T15:39:13,440 adding 'quantizeml/onnx_support/quantization/quantize_add.py' 2023-08-30T15:39:13,444 adding 'quantizeml/onnx_support/quantization/quantize_conv.py' 2023-08-30T15:39:13,447 adding 'quantizeml/onnx_support/quantization/quantize_depthwise.py' 2023-08-30T15:39:13,450 adding 'quantizeml/onnx_support/quantization/quantize_gemm.py' 2023-08-30T15:39:13,452 adding 'quantizeml/onnx_support/quantization/relu_max_value.py' 2023-08-30T15:39:13,455 adding 'quantizeml/onnx_support/quantization/weights.py' 2023-08-30T15:39:13,459 adding 'quantizeml/tensors/__init__.py' 2023-08-30T15:39:13,465 adding 'quantizeml/tensors/fixed_point.py' 2023-08-30T15:39:13,469 adding 'quantizeml/tensors/qfloat.py' 2023-08-30T15:39:13,473 adding 'quantizeml/tensors/qtensor.py' 2023-08-30T15:39:13,476 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-08-30T15:39:13,480 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-08-30T15:39:13,486 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-08-30T15:39:13,492 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-08-30T15:39:13,499 adding 'quantizeml-0.6.1.dist-info/LICENSE' 2023-08-30T15:39:13,502 adding 'quantizeml-0.6.1.dist-info/METADATA' 2023-08-30T15:39:13,504 adding 'quantizeml-0.6.1.dist-info/WHEEL' 2023-08-30T15:39:13,506 adding 'quantizeml-0.6.1.dist-info/entry_points.txt' 2023-08-30T15:39:13,508 adding 'quantizeml-0.6.1.dist-info/top_level.txt' 2023-08-30T15:39:13,513 adding 'quantizeml-0.6.1.dist-info/RECORD' 2023-08-30T15:39:13,524 removing build/bdist.linux-armv7l/wheel 2023-08-30T15:39:13,739 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-08-30T15:39:13,751 Created wheel for quantizeml: filename=quantizeml-0.6.1-py3-none-any.whl size=160067 sha256=f4c031754c8f1fc3e063e4e2d7db80ed25d298e307529e2d88b4e4e35ed889e8 2023-08-30T15:39:13,753 Stored in directory: /tmp/pip-ephem-wheel-cache-mi97svfb/wheels/3b/ee/19/3cbcc2da31ac97d47f0c3c4efff5ef43b8ca8ff947b3f0b7b7 2023-08-30T15:39:13,786 Successfully built quantizeml 2023-08-30T15:39:13,805 Removed build tracker: '/tmp/pip-build-tracker-4k8uwsv4'