2024-01-22T11:25:10,848 Created temporary directory: /tmp/pip-build-tracker-y9otshso 2024-01-22T11:25:10,850 Initialized build tracking at /tmp/pip-build-tracker-y9otshso 2024-01-22T11:25:10,850 Created build tracker: /tmp/pip-build-tracker-y9otshso 2024-01-22T11:25:10,850 Entered build tracker: /tmp/pip-build-tracker-y9otshso 2024-01-22T11:25:10,851 Created temporary directory: /tmp/pip-wheel-_00qgvbf 2024-01-22T11:25:10,854 Created temporary directory: /tmp/pip-ephem-wheel-cache-_7p_lwro 2024-01-22T11:25:10,876 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2024-01-22T11:25:10,879 2 location(s) to search for versions of quantizeml: 2024-01-22T11:25:10,879 * https://pypi.org/simple/quantizeml/ 2024-01-22T11:25:10,879 * https://www.piwheels.org/simple/quantizeml/ 2024-01-22T11:25:10,880 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2024-01-22T11:25:10,881 Getting page https://pypi.org/simple/quantizeml/ 2024-01-22T11:25:10,882 Found index url https://pypi.org/simple/ 2024-01-22T11:25:11,095 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2024-01-22T11:25:11,102 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 2024-01-22T11:25:11,103 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 2024-01-22T11:25:11,104 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 2024-01-22T11:25:11,105 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 2024-01-22T11:25:11,105 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 2024-01-22T11:25:11,107 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 2024-01-22T11:25:11,108 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 2024-01-22T11:25:11,109 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 2024-01-22T11:25:11,110 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 2024-01-22T11:25:11,111 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 2024-01-22T11:25:11,112 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 2024-01-22T11:25:11,112 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 2024-01-22T11:25:11,113 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 2024-01-22T11:25:11,115 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 2024-01-22T11:25:11,115 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 2024-01-22T11:25:11,116 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 2024-01-22T11:25:11,117 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 2024-01-22T11:25:11,118 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 2024-01-22T11:25:11,119 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 2024-01-22T11:25:11,120 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 2024-01-22T11:25:11,121 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 2024-01-22T11:25:11,122 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 2024-01-22T11:25:11,123 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 2024-01-22T11:25:11,124 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 2024-01-22T11:25:11,125 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 2024-01-22T11:25:11,125 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 2024-01-22T11:25:11,126 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 2024-01-22T11:25:11,127 Found link 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https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.2 2024-01-22T11:25:11,132 Found link https://files.pythonhosted.org/packages/0c/17/11dea850895f7ee4626fdbcdbab716bdea05f882d2c31c197a451fb5544a/quantizeml-0.7.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.3 2024-01-22T11:25:11,133 Found link https://files.pythonhosted.org/packages/f4/e7/9d5149584eba610688003e38b1bbaab593479d1aaa558510e0713af3ff04/quantizeml-0.8.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.8.0 2024-01-22T11:25:11,134 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2024-01-22T11:25:11,134 Getting page https://www.piwheels.org/simple/quantizeml/ 2024-01-22T11:25:11,135 Found index url https://www.piwheels.org/simple/ 2024-01-22T11:25:11,296 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2024-01-22T11:25:11,306 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.3-py3-none-any.whl#sha256=9a1b2074b93ea2b96d8c775faca148857ddd5109de195e48356acf90dd03d6af (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,306 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.2-py3-none-any.whl#sha256=a79c681f672522c12316f48212c899708c78e9e1774971f413bf10ba8b380c73 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,307 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.1-py3-none-any.whl#sha256=1e611ec237caf80854ef57e23a6d329a4059d99b00bde6c893f109928d8fe92b (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,308 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.0-py3-none-any.whl#sha256=1aeab2ddbb4a58845477c0c7218ec940896aedd8ca2e691ec4d98599ef2b74ad (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,308 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.6.3-py3-none-any.whl#sha256=f923f28258a99b291a8e8ee1e1f3da5489dd7477410107212d1839b3710b1edb (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,309 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.6.2-py3-none-any.whl#sha256=23dc8d18067ff57553a4c0f48d6f45f90f162e8987370cd90bc34e7f386b31ee (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,310 Skipping link: No binaries permitted for quantizeml: 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https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.9-py3-none-any.whl#sha256=f41948a366fd5b2892c07baa2d7bb02012b56bbeeae14ec4f3608d864703b26d (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,320 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.8-py3-none-any.whl#sha256=7bd6d142be94edd08949f5dfb38279aec4f0df313ac577b141e4d4d6a4cb3881 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,321 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.7-py3-none-any.whl#sha256=0b10f6c4003ff88f063c4b7724079ad211322e5b63efef042ba220cad5ed0718 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-22T11:25:11,321 Skipping link: No binaries permitted for quantizeml: 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) 2024-01-22T11:25:11,322 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) 2024-01-22T11:25:11,322 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) 2024-01-22T11:25:11,323 Skipping link: No binaries permitted for quantizeml: 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https://pypi.org/simple/quantizeml/ 2024-01-22T11:25:11,349 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2024-01-22T11:25:11,369 Collecting quantizeml==0.8.0 2024-01-22T11:25:11,371 Created temporary directory: /tmp/pip-unpack-f80v2za_ 2024-01-22T11:25:11,591 Downloading quantizeml-0.8.0.tar.gz (107 kB) 2024-01-22T11:25:11,866 Added quantizeml==0.8.0 from https://files.pythonhosted.org/packages/f4/e7/9d5149584eba610688003e38b1bbaab593479d1aaa558510e0713af3ff04/quantizeml-0.8.0.tar.gz to build tracker '/tmp/pip-build-tracker-y9otshso' 2024-01-22T11:25:11,868 Running setup.py (path:/tmp/pip-wheel-_00qgvbf/quantizeml_56caa87d2c2e4798890607ceda313d60/setup.py) egg_info for package quantizeml 2024-01-22T11:25:11,869 Created temporary directory: /tmp/pip-pip-egg-info-v38vnwjp 2024-01-22T11:25:11,869 Preparing metadata (setup.py): started 2024-01-22T11:25:11,870 Running command python setup.py egg_info 2024-01-22T11:25:12,707 running egg_info 2024-01-22T11:25:12,708 creating /tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info 2024-01-22T11:25:12,733 writing /tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/PKG-INFO 2024-01-22T11:25:12,736 writing dependency_links to /tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/dependency_links.txt 2024-01-22T11:25:12,738 writing entry points to /tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/entry_points.txt 2024-01-22T11:25:12,739 writing requirements to /tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/requires.txt 2024-01-22T11:25:12,740 writing top-level names to /tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/top_level.txt 2024-01-22T11:25:12,742 writing manifest file '/tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/SOURCES.txt' 2024-01-22T11:25:12,836 reading manifest file '/tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/SOURCES.txt' 2024-01-22T11:25:12,838 reading manifest template 'MANIFEST.in' 2024-01-22T11:25:12,839 adding license file 'LICENSE' 2024-01-22T11:25:12,843 writing manifest file '/tmp/pip-pip-egg-info-v38vnwjp/quantizeml.egg-info/SOURCES.txt' 2024-01-22T11:25:12,942 Preparing metadata (setup.py): finished with status 'done' 2024-01-22T11:25:12,946 Source in /tmp/pip-wheel-_00qgvbf/quantizeml_56caa87d2c2e4798890607ceda313d60 has version 0.8.0, which satisfies requirement quantizeml==0.8.0 from https://files.pythonhosted.org/packages/f4/e7/9d5149584eba610688003e38b1bbaab593479d1aaa558510e0713af3ff04/quantizeml-0.8.0.tar.gz 2024-01-22T11:25:12,947 Removed quantizeml==0.8.0 from https://files.pythonhosted.org/packages/f4/e7/9d5149584eba610688003e38b1bbaab593479d1aaa558510e0713af3ff04/quantizeml-0.8.0.tar.gz from build tracker '/tmp/pip-build-tracker-y9otshso' 2024-01-22T11:25:12,953 Created temporary directory: /tmp/pip-unpack-fmb3046_ 2024-01-22T11:25:12,954 Created temporary directory: /tmp/pip-unpack-q5sh9ec7 2024-01-22T11:25:12,963 Building wheels for collected packages: quantizeml 2024-01-22T11:25:12,967 Created temporary directory: /tmp/pip-wheel-9m83230v 2024-01-22T11:25:12,968 Building wheel for quantizeml (setup.py): started 2024-01-22T11:25:12,969 Destination directory: /tmp/pip-wheel-9m83230v 2024-01-22T11:25:12,970 Running command python setup.py bdist_wheel 2024-01-22T11:25:13,776 running bdist_wheel 2024-01-22T11:25:13,906 running build 2024-01-22T11:25:13,906 running build_py 2024-01-22T11:25:13,934 creating build 2024-01-22T11:25:13,934 creating build/lib 2024-01-22T11:25:13,935 creating build/lib/quantizeml 2024-01-22T11:25:13,937 copying quantizeml/__init__.py -> build/lib/quantizeml 2024-01-22T11:25:13,938 copying quantizeml/version.py -> build/lib/quantizeml 2024-01-22T11:25:13,940 copying quantizeml/cli.py -> build/lib/quantizeml 2024-01-22T11:25:13,943 creating build/lib/quantizeml/tensors 2024-01-22T11:25:13,944 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2024-01-22T11:25:13,945 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2024-01-22T11:25:13,948 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2024-01-22T11:25:13,950 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2024-01-22T11:25:13,953 creating build/lib/quantizeml/layers 2024-01-22T11:25:13,954 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,956 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,958 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,960 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,962 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,964 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,965 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,966 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,968 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,971 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,973 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,975 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,977 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,979 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,981 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,982 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,984 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,986 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,988 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,991 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,993 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2024-01-22T11:25:13,995 creating build/lib/quantizeml/models 2024-01-22T11:25:13,996 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2024-01-22T11:25:13,997 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2024-01-22T11:25:13,999 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2024-01-22T11:25:14,001 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2024-01-22T11:25:14,003 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2024-01-22T11:25:14,005 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2024-01-22T11:25:14,008 creating build/lib/quantizeml/debugging 2024-01-22T11:25:14,009 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2024-01-22T11:25:14,011 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2024-01-22T11:25:14,013 creating build/lib/quantizeml/onnx_support 2024-01-22T11:25:14,014 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2024-01-22T11:25:14,017 creating build/lib/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,017 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,020 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,023 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,024 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,027 creating build/lib/quantizeml/layers/quantizers 2024-01-22T11:25:14,028 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2024-01-22T11:25:14,030 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2024-01-22T11:25:14,032 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-01-22T11:25:14,034 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-01-22T11:25:14,036 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-01-22T11:25:14,038 creating build/lib/quantizeml/layers/reshaping 2024-01-22T11:25:14,039 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2024-01-22T11:25:14,041 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2024-01-22T11:25:14,042 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2024-01-22T11:25:14,044 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2024-01-22T11:25:14,046 creating build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,047 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,049 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,051 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,053 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,054 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,056 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,058 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,060 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,062 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,064 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,065 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,067 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2024-01-22T11:25:14,069 creating build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,070 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,072 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,074 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,076 copying quantizeml/onnx_support/quantization/fixed_point.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,078 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,080 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,082 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,083 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,085 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,088 creating build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,089 copying quantizeml/onnx_support/graph_tools/items.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,090 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,092 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,094 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,096 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,097 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,099 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,101 creating build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,102 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,104 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,106 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,107 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,109 copying quantizeml/onnx_support/layers/node_constraints.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,111 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,113 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,115 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,116 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,118 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2024-01-22T11:25:14,121 creating build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,122 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,123 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,125 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,127 copying quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,129 copying quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,130 copying quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,133 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,134 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,135 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,137 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,139 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,141 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,142 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,144 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,184 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2024-01-22T11:25:14,185 !! 2024-01-22T11:25:14,186 ******************************************************************************** 2024-01-22T11:25:14,187 Please avoid running ``setup.py`` directly. 2024-01-22T11:25:14,187 Instead, use pypa/build, pypa/installer or other 2024-01-22T11:25:14,187 standards-based tools. 2024-01-22T11:25:14,188 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2024-01-22T11:25:14,189 ******************************************************************************** 2024-01-22T11:25:14,189 !! 2024-01-22T11:25:14,190 self.initialize_options() 2024-01-22T11:25:14,212 installing to build/bdist.linux-armv7l/wheel 2024-01-22T11:25:14,212 running install 2024-01-22T11:25:14,236 running install_lib 2024-01-22T11:25:14,262 creating build/bdist.linux-armv7l 2024-01-22T11:25:14,263 creating build/bdist.linux-armv7l/wheel 2024-01-22T11:25:14,264 creating build/bdist.linux-armv7l/wheel/quantizeml 2024-01-22T11:25:14,265 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2024-01-22T11:25:14,267 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-22T11:25:14,268 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-22T11:25:14,270 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,271 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,274 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,276 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,278 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-22T11:25:14,280 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-22T11:25:14,283 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-22T11:25:14,285 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-22T11:25:14,288 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,289 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,291 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,293 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,295 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,297 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,299 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,301 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,303 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,305 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,307 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,310 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-22T11:25:14,311 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-22T11:25:14,313 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-22T11:25:14,315 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-22T11:25:14,317 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-22T11:25:14,319 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-22T11:25:14,321 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,323 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,325 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,327 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,329 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,331 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,333 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,335 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,337 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,340 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-22T11:25:14,341 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-22T11:25:14,343 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-22T11:25:14,344 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-22T11:25:14,346 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-22T11:25:14,348 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,350 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-22T11:25:14,352 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2024-01-22T11:25:14,354 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2024-01-22T11:25:14,356 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,357 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,359 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,361 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,362 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,364 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,367 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,369 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,371 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,372 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,375 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,377 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,378 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,380 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,382 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,384 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-22T11:25:14,386 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,388 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,389 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,392 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-22T11:25:14,394 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-01-22T11:25:14,395 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-01-22T11:25:14,397 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-01-22T11:25:14,399 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2024-01-22T11:25:14,401 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,402 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,403 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,406 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,407 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,409 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,411 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,413 copying build/lib/quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,414 copying build/lib/quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,416 copying build/lib/quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-22T11:25:14,418 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,420 copying build/lib/quantizeml/onnx_support/quantization/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,422 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,424 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,426 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,428 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,430 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-22T11:25:14,432 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,433 copying build/lib/quantizeml/onnx_support/graph_tools/items.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,434 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,436 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,438 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,440 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,441 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,443 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-22T11:25:14,445 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2024-01-22T11:25:14,447 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,448 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,451 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,452 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,453 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,455 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,457 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,459 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,461 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,462 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-22T11:25:14,464 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,466 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,468 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,470 copying build/lib/quantizeml/onnx_support/layers/node_constraints.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,472 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,474 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,476 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,478 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,480 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-22T11:25:14,482 running install_egg_info 2024-01-22T11:25:14,513 running egg_info 2024-01-22T11:25:14,538 writing quantizeml.egg-info/PKG-INFO 2024-01-22T11:25:14,541 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2024-01-22T11:25:14,543 writing entry points to quantizeml.egg-info/entry_points.txt 2024-01-22T11:25:14,544 writing requirements to quantizeml.egg-info/requires.txt 2024-01-22T11:25:14,545 writing top-level names to quantizeml.egg-info/top_level.txt 2024-01-22T11:25:14,585 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2024-01-22T11:25:14,590 reading manifest template 'MANIFEST.in' 2024-01-22T11:25:14,590 adding license file 'LICENSE' 2024-01-22T11:25:14,596 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2024-01-22T11:25:14,598 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.8.0-py3.11.egg-info 2024-01-22T11:25:14,609 running install_scripts 2024-01-22T11:25:14,625 creating build/bdist.linux-armv7l/wheel/quantizeml-0.8.0.dist-info/WHEEL 2024-01-22T11:25:14,627 creating '/tmp/pip-wheel-9m83230v/quantizeml-0.8.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2024-01-22T11:25:14,629 adding 'quantizeml/__init__.py' 2024-01-22T11:25:14,631 adding 'quantizeml/cli.py' 2024-01-22T11:25:14,633 adding 'quantizeml/version.py' 2024-01-22T11:25:14,634 adding 'quantizeml/debugging/__init__.py' 2024-01-22T11:25:14,636 adding 'quantizeml/debugging/assertions.py' 2024-01-22T11:25:14,638 adding 'quantizeml/layers/__init__.py' 2024-01-22T11:25:14,639 adding 'quantizeml/layers/activations.py' 2024-01-22T11:25:14,641 adding 'quantizeml/layers/attention.py' 2024-01-22T11:25:14,643 adding 'quantizeml/layers/batch_normalization.py' 2024-01-22T11:25:14,645 adding 'quantizeml/layers/buffer_temp_conv.py' 2024-01-22T11:25:14,647 adding 'quantizeml/layers/convolution.py' 2024-01-22T11:25:14,648 adding 'quantizeml/layers/dense.py' 2024-01-22T11:25:14,650 adding 'quantizeml/layers/depthwise_convolution.py' 2024-01-22T11:25:14,652 adding 'quantizeml/layers/dropout.py' 2024-01-22T11:25:14,654 adding 'quantizeml/layers/layers_base.py' 2024-01-22T11:25:14,655 adding 'quantizeml/layers/multi_inbounds.py' 2024-01-22T11:25:14,657 adding 'quantizeml/layers/normalization.py' 2024-01-22T11:25:14,659 adding 'quantizeml/layers/output_observer.py' 2024-01-22T11:25:14,660 adding 'quantizeml/layers/pooling.py' 2024-01-22T11:25:14,662 adding 'quantizeml/layers/quantization_params.py' 2024-01-22T11:25:14,664 adding 'quantizeml/layers/recorders.py' 2024-01-22T11:25:14,665 adding 'quantizeml/layers/rescaling.py' 2024-01-22T11:25:14,667 adding 'quantizeml/layers/separable_convolution.py' 2024-01-22T11:25:14,669 adding 'quantizeml/layers/shiftmax.py' 2024-01-22T11:25:14,671 adding 'quantizeml/layers/stateful_recurrent.py' 2024-01-22T11:25:14,673 adding 'quantizeml/layers/vit.py' 2024-01-22T11:25:14,674 adding 'quantizeml/layers/quantizers/__init__.py' 2024-01-22T11:25:14,676 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2024-01-22T11:25:14,678 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2024-01-22T11:25:14,679 adding 'quantizeml/layers/quantizers/quantizers.py' 2024-01-22T11:25:14,681 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2024-01-22T11:25:14,682 adding 'quantizeml/layers/reshaping/__init__.py' 2024-01-22T11:25:14,684 adding 'quantizeml/layers/reshaping/flatten.py' 2024-01-22T11:25:14,685 adding 'quantizeml/layers/reshaping/permute.py' 2024-01-22T11:25:14,686 adding 'quantizeml/layers/reshaping/reshape.py' 2024-01-22T11:25:14,688 adding 'quantizeml/models/__init__.py' 2024-01-22T11:25:14,690 adding 'quantizeml/models/calibrate.py' 2024-01-22T11:25:14,692 adding 'quantizeml/models/check_quantization.py' 2024-01-22T11:25:14,695 adding 'quantizeml/models/quantize.py' 2024-01-22T11:25:14,696 adding 'quantizeml/models/record.py' 2024-01-22T11:25:14,697 adding 'quantizeml/models/utils.py' 2024-01-22T11:25:14,699 adding 'quantizeml/models/transforms/__init__.py' 2024-01-22T11:25:14,701 adding 'quantizeml/models/transforms/align_rescaling.py' 2024-01-22T11:25:14,702 adding 'quantizeml/models/transforms/conv_to_dw.py' 2024-01-22T11:25:14,704 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2024-01-22T11:25:14,706 adding 'quantizeml/models/transforms/insert_layer.py' 2024-01-22T11:25:14,707 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2024-01-22T11:25:14,708 adding 'quantizeml/models/transforms/relu_maxpool.py' 2024-01-22T11:25:14,710 adding 'quantizeml/models/transforms/remove_reshape.py' 2024-01-22T11:25:14,711 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2024-01-22T11:25:14,713 adding 'quantizeml/models/transforms/replace_lambda.py' 2024-01-22T11:25:14,714 adding 'quantizeml/models/transforms/sanitize.py' 2024-01-22T11:25:14,716 adding 'quantizeml/models/transforms/transforms_utils.py' 2024-01-22T11:25:14,718 adding 'quantizeml/onnx_support/__init__.py' 2024-01-22T11:25:14,720 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2024-01-22T11:25:14,721 adding 'quantizeml/onnx_support/graph_tools/field.py' 2024-01-22T11:25:14,722 adding 'quantizeml/onnx_support/graph_tools/items.py' 2024-01-22T11:25:14,724 adding 'quantizeml/onnx_support/graph_tools/node.py' 2024-01-22T11:25:14,725 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2024-01-22T11:25:14,726 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2024-01-22T11:25:14,728 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2024-01-22T11:25:14,729 adding 'quantizeml/onnx_support/layers/__init__.py' 2024-01-22T11:25:14,731 adding 'quantizeml/onnx_support/layers/base_layer.py' 2024-01-22T11:25:14,733 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2024-01-22T11:25:14,735 adding 'quantizeml/onnx_support/layers/conv2d.py' 2024-01-22T11:25:14,736 adding 'quantizeml/onnx_support/layers/dense.py' 2024-01-22T11:25:14,738 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2024-01-22T11:25:14,740 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2024-01-22T11:25:14,741 adding 'quantizeml/onnx_support/layers/node_constraints.py' 2024-01-22T11:25:14,743 adding 'quantizeml/onnx_support/layers/quantizers.py' 2024-01-22T11:25:14,744 adding 'quantizeml/onnx_support/layers/register.py' 2024-01-22T11:25:14,746 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2024-01-22T11:25:14,747 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2024-01-22T11:25:14,749 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2024-01-22T11:25:14,750 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2024-01-22T11:25:14,752 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2024-01-22T11:25:14,753 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2024-01-22T11:25:14,755 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2024-01-22T11:25:14,756 adding 'quantizeml/onnx_support/quantization/__init__.py' 2024-01-22T11:25:14,758 adding 'quantizeml/onnx_support/quantization/calibration.py' 2024-01-22T11:25:14,760 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2024-01-22T11:25:14,761 adding 'quantizeml/onnx_support/quantization/fixed_point.py' 2024-01-22T11:25:14,762 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2024-01-22T11:25:14,764 adding 'quantizeml/onnx_support/quantization/outputs.py' 2024-01-22T11:25:14,766 adding 'quantizeml/onnx_support/quantization/quantize.py' 2024-01-22T11:25:14,767 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2024-01-22T11:25:14,768 adding 'quantizeml/onnx_support/quantization/weights.py' 2024-01-22T11:25:14,770 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2024-01-22T11:25:14,771 adding 'quantizeml/onnx_support/quantization/transforms/clip_to_relu.py' 2024-01-22T11:25:14,773 adding 'quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py' 2024-01-22T11:25:14,774 adding 'quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py' 2024-01-22T11:25:14,775 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2024-01-22T11:25:14,777 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2024-01-22T11:25:14,778 adding 'quantizeml/tensors/__init__.py' 2024-01-22T11:25:14,781 adding 'quantizeml/tensors/fixed_point.py' 2024-01-22T11:25:14,783 adding 'quantizeml/tensors/qfloat.py' 2024-01-22T11:25:14,784 adding 'quantizeml/tensors/qtensor.py' 2024-01-22T11:25:14,786 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2024-01-22T11:25:14,787 adding 'quantizeml/tensors/tf_dispatch/math.py' 2024-01-22T11:25:14,790 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2024-01-22T11:25:14,792 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2024-01-22T11:25:14,795 adding 'quantizeml-0.8.0.dist-info/LICENSE' 2024-01-22T11:25:14,796 adding 'quantizeml-0.8.0.dist-info/METADATA' 2024-01-22T11:25:14,797 adding 'quantizeml-0.8.0.dist-info/WHEEL' 2024-01-22T11:25:14,798 adding 'quantizeml-0.8.0.dist-info/entry_points.txt' 2024-01-22T11:25:14,799 adding 'quantizeml-0.8.0.dist-info/top_level.txt' 2024-01-22T11:25:14,801 adding 'quantizeml-0.8.0.dist-info/RECORD' 2024-01-22T11:25:14,805 removing build/bdist.linux-armv7l/wheel 2024-01-22T11:25:14,931 Building wheel for quantizeml (setup.py): finished with status 'done' 2024-01-22T11:25:14,936 Created wheel for quantizeml: filename=quantizeml-0.8.0-py3-none-any.whl size=187572 sha256=41c7c2cda700eab4e0e51ae2e8e8ed4fb59342a7f22800e92e9ab2e38d5d1497 2024-01-22T11:25:14,937 Stored in directory: /tmp/pip-ephem-wheel-cache-_7p_lwro/wheels/63/c9/a8/4371db0872456749bc3a5e2f3b90b46339cc9aa2e04cee17c9 2024-01-22T11:25:14,950 Successfully built quantizeml 2024-01-22T11:25:14,957 Removed build tracker: '/tmp/pip-build-tracker-y9otshso'