2023-11-28T11:48:53,580 Created temporary directory: /tmp/pip-build-tracker-ahei23m2 2023-11-28T11:48:53,581 Initialized build tracking at /tmp/pip-build-tracker-ahei23m2 2023-11-28T11:48:53,582 Created build tracker: /tmp/pip-build-tracker-ahei23m2 2023-11-28T11:48:53,582 Entered build tracker: /tmp/pip-build-tracker-ahei23m2 2023-11-28T11:48:53,583 Created temporary directory: /tmp/pip-wheel-df54az1o 2023-11-28T11:48:53,586 Created temporary directory: /tmp/pip-ephem-wheel-cache-lphnqlcz 2023-11-28T11:48:53,611 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-11-28T11:48:53,615 2 location(s) to search for versions of quantizeml: 2023-11-28T11:48:53,615 * https://pypi.org/simple/quantizeml/ 2023-11-28T11:48:53,615 * https://www.piwheels.org/simple/quantizeml/ 2023-11-28T11:48:53,616 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-11-28T11:48:53,616 Getting page https://pypi.org/simple/quantizeml/ 2023-11-28T11:48:53,618 Found index url https://pypi.org/simple/ 2023-11-28T11:48:53,832 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-11-28T11:48:53,838 Found link https://files.pythonhosted.org/packages/c9/cf/06f942f7e9c5127a1c45d1e99a77944800698530985679668b49e23454b6/quantizeml-0.0.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.1 2023-11-28T11:48:53,839 Found link https://files.pythonhosted.org/packages/c5/0e/e4dddac5590c45071afeff67a41eb59e9d67fd4999763fec97eacfe2028d/quantizeml-0.0.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.2 2023-11-28T11:48:53,840 Found link https://files.pythonhosted.org/packages/93/20/cd1bc2c8f57952fcd9efee1ed18fdec3a95b351991d6750d852482dd4fb6/quantizeml-0.0.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.3 2023-11-28T11:48:53,841 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 2023-11-28T11:48:53,842 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 2023-11-28T11:48:53,843 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 2023-11-28T11:48:53,844 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 2023-11-28T11:48:53,845 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 2023-11-28T11:48:53,846 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 2023-11-28T11:48:53,847 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 2023-11-28T11:48:53,848 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 2023-11-28T11:48:53,849 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 2023-11-28T11:48:53,850 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 2023-11-28T11:48:53,851 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 2023-11-28T11:48:53,852 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 2023-11-28T11:48:53,853 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 2023-11-28T11:48:53,854 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 2023-11-28T11:48:53,855 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 2023-11-28T11:48:53,856 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 2023-11-28T11:48:53,857 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 2023-11-28T11:48:53,857 Found link https://files.pythonhosted.org/packages/bf/2e/3f23c2b62ed73bad3fdc7ebfcfb834fbb27f55f5c644370c2521cfa8ada5/quantizeml-0.4.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.2 2023-11-28T11:48:53,858 Found link https://files.pythonhosted.org/packages/18/96/967a3d6e1b8b62d079572282a396251d7bc009595ce4cac538d3bb254340/quantizeml-0.5.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.0 2023-11-28T11:48:53,859 Found link https://files.pythonhosted.org/packages/2d/46/befd79ddd5fbe71253b84c3182b9a034174429f2c43f905fce67b47ea2fa/quantizeml-0.5.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.1 2023-11-28T11:48:53,860 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 2023-11-28T11:48:53,861 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 2023-11-28T11:48:53,862 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 2023-11-28T11:48:53,863 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 2023-11-28T11:48:53,864 Found link https://files.pythonhosted.org/packages/36/fc/469b3eecea3e2c7bfbad0222ef874e7d009120ce8320bb58f3866be1d5a9/quantizeml-0.6.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.2 2023-11-28T11:48:53,865 Found link https://files.pythonhosted.org/packages/9a/52/f923fb3dbf48a50ed6f7801bac0c31710304f561d08953070204badb0c9f/quantizeml-0.6.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.3 2023-11-28T11:48:53,866 Found link https://files.pythonhosted.org/packages/eb/26/50c1182512c385f3573c662c9cda6b9a3608e5997ab8a9434bed30be85f1/quantizeml-0.7.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.0 2023-11-28T11:48:53,867 Found link https://files.pythonhosted.org/packages/e9/dd/34b2007d7dd74894674dc7ff80afba6010fafe7d19caf41759bef99c84cb/quantizeml-0.7.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.1 2023-11-28T11:48:53,868 Found link https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.2 2023-11-28T11:48:53,869 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 2023-11-28T11:48:53,870 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-11-28T11:48:53,870 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-11-28T11:48:53,872 Found index url https://www.piwheels.org/simple/ 2023-11-28T11:48:54,023 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-11-28T11:48:54,032 Skipping link: No binaries permitted for quantizeml: 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https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.11-py3-none-any.whl#sha256=41fae5a80f385ae58dc7614334dca5b54b60a6ba7e9e15323e57378057b7bba6 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,045 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.10-py3-none-any.whl#sha256=43a659521e052cd876edd5d833df9d3d6abaa82b0b87c5652f45a50137b3fb7a (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,046 Skipping link: No binaries permitted for quantizeml: 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) 2023-11-28T11:48:54,047 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) 2023-11-28T11:48:54,047 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) 2023-11-28T11:48:54,047 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) 2023-11-28T11:48:54,048 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.5-py3-none-any.whl#sha256=7db99a9035bd59ef41e077b2c45088c43ad6f303f93a5c3d9df6da86105af6c3 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,048 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.4-py3-none-any.whl#sha256=9756280f4644e49376e89aaac370e568c02e862e9d2a6923647e623ea4dabe63 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,049 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.3-py3-none-any.whl#sha256=bf4a50d3d3edd38472698e2988362aea9b5f7d8c1ba43ab2d5e7338685b84ad7 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,049 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.2-py3-none-any.whl#sha256=ad8c32d016f8cd8ce8e18563319a3e9dd11a2ba6d92e2f8e2e4c5ec811a78c7e (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,050 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.1-py3-none-any.whl#sha256=55798c7383393cb104869dd97cdec5213c7f78045fbb89cbe4958c907d824d07 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-28T11:48:54,051 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-11-28T11:48:54,051 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-11-28T11:48:54,073 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-11-28T11:48:54,092 Collecting quantizeml==0.7.3 2023-11-28T11:48:54,094 Created temporary directory: /tmp/pip-unpack-hth1bpg_ 2023-11-28T11:48:54,311 Downloading quantizeml-0.7.3.tar.gz (107 kB) 2023-11-28T11:48:54,595 Added quantizeml==0.7.3 from https://files.pythonhosted.org/packages/0c/17/11dea850895f7ee4626fdbcdbab716bdea05f882d2c31c197a451fb5544a/quantizeml-0.7.3.tar.gz to build tracker '/tmp/pip-build-tracker-ahei23m2' 2023-11-28T11:48:54,597 Running setup.py (path:/tmp/pip-wheel-df54az1o/quantizeml_d072f365b9154e649ebb95782db7f7fc/setup.py) egg_info for package quantizeml 2023-11-28T11:48:54,598 Created temporary directory: /tmp/pip-pip-egg-info-31r2l6bt 2023-11-28T11:48:54,599 Preparing metadata (setup.py): started 2023-11-28T11:48:54,600 Running command python setup.py egg_info 2023-11-28T11:48:55,645 running egg_info 2023-11-28T11:48:55,646 creating /tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info 2023-11-28T11:48:55,671 writing /tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/PKG-INFO 2023-11-28T11:48:55,673 writing dependency_links to /tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/dependency_links.txt 2023-11-28T11:48:55,675 writing entry points to /tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/entry_points.txt 2023-11-28T11:48:55,676 writing requirements to /tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/requires.txt 2023-11-28T11:48:55,677 writing top-level names to /tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/top_level.txt 2023-11-28T11:48:55,679 writing manifest file '/tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/SOURCES.txt' 2023-11-28T11:48:55,771 reading manifest file '/tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/SOURCES.txt' 2023-11-28T11:48:55,773 reading manifest template 'MANIFEST.in' 2023-11-28T11:48:55,774 adding license file 'LICENSE' 2023-11-28T11:48:55,778 writing manifest file '/tmp/pip-pip-egg-info-31r2l6bt/quantizeml.egg-info/SOURCES.txt' 2023-11-28T11:48:55,886 Preparing metadata (setup.py): finished with status 'done' 2023-11-28T11:48:55,889 Source in /tmp/pip-wheel-df54az1o/quantizeml_d072f365b9154e649ebb95782db7f7fc has version 0.7.3, which satisfies requirement quantizeml==0.7.3 from https://files.pythonhosted.org/packages/0c/17/11dea850895f7ee4626fdbcdbab716bdea05f882d2c31c197a451fb5544a/quantizeml-0.7.3.tar.gz 2023-11-28T11:48:55,890 Removed quantizeml==0.7.3 from https://files.pythonhosted.org/packages/0c/17/11dea850895f7ee4626fdbcdbab716bdea05f882d2c31c197a451fb5544a/quantizeml-0.7.3.tar.gz from build tracker '/tmp/pip-build-tracker-ahei23m2' 2023-11-28T11:48:55,896 Created temporary directory: /tmp/pip-unpack-w1j7exjd 2023-11-28T11:48:55,897 Created temporary directory: /tmp/pip-unpack-o5up50us 2023-11-28T11:48:55,905 Building wheels for collected packages: quantizeml 2023-11-28T11:48:55,910 Created temporary directory: /tmp/pip-wheel-us31n48i 2023-11-28T11:48:55,910 Building wheel for quantizeml (setup.py): started 2023-11-28T11:48:55,912 Destination directory: /tmp/pip-wheel-us31n48i 2023-11-28T11:48:55,912 Running command python setup.py bdist_wheel 2023-11-28T11:48:56,897 running bdist_wheel 2023-11-28T11:48:56,990 running build 2023-11-28T11:48:56,991 running build_py 2023-11-28T11:48:57,017 creating build 2023-11-28T11:48:57,017 creating build/lib 2023-11-28T11:48:57,018 creating build/lib/quantizeml 2023-11-28T11:48:57,019 copying quantizeml/cli.py -> build/lib/quantizeml 2023-11-28T11:48:57,022 copying quantizeml/version.py -> build/lib/quantizeml 2023-11-28T11:48:57,023 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-11-28T11:48:57,025 creating build/lib/quantizeml/tensors 2023-11-28T11:48:57,026 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-11-28T11:48:57,029 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-11-28T11:48:57,031 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-11-28T11:48:57,033 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-11-28T11:48:57,035 creating build/lib/quantizeml/onnx_support 2023-11-28T11:48:57,036 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2023-11-28T11:48:57,038 creating build/lib/quantizeml/debugging 2023-11-28T11:48:57,039 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-11-28T11:48:57,041 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-11-28T11:48:57,044 creating build/lib/quantizeml/models 2023-11-28T11:48:57,045 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-11-28T11:48:57,047 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-11-28T11:48:57,049 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-11-28T11:48:57,051 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-11-28T11:48:57,053 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-11-28T11:48:57,055 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-11-28T11:48:57,057 creating build/lib/quantizeml/layers 2023-11-28T11:48:57,058 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,060 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,063 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,065 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,067 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,069 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,072 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,074 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,076 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,078 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,080 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,082 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,084 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,087 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,089 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,091 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,093 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,096 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,098 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,100 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,102 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-11-28T11:48:57,104 creating build/lib/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,106 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,108 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,111 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,113 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,116 creating build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,117 copying quantizeml/onnx_support/graph_tools/items.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,119 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,121 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,124 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,126 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,127 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,129 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,132 creating build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,133 copying quantizeml/onnx_support/quantization/fixed_point.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,136 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,138 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,140 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,142 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,144 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,146 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,148 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,150 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,153 creating build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,154 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,156 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,158 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,160 copying quantizeml/onnx_support/layers/node_constraints.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,162 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,165 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,167 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,169 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,172 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,174 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2023-11-28T11:48:57,176 creating build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,177 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,180 copying quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,182 copying quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,184 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,186 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,188 copying quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,190 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,191 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,193 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,195 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,197 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,199 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,201 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,203 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,206 creating build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,207 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,209 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,212 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,214 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,216 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,218 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,221 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,223 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,225 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,227 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,229 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,231 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-11-28T11:48:57,234 creating build/lib/quantizeml/layers/reshaping 2023-11-28T11:48:57,235 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-11-28T11:48:57,237 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-11-28T11:48:57,239 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-11-28T11:48:57,241 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-11-28T11:48:57,244 creating build/lib/quantizeml/layers/quantizers 2023-11-28T11:48:57,245 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-11-28T11:48:57,247 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-28T11:48:57,250 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-28T11:48:57,252 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-11-28T11:48:57,254 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-28T11:48:57,293 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-11-28T11:48:57,293 !! 2023-11-28T11:48:57,295 ******************************************************************************** 2023-11-28T11:48:57,295 Please avoid running ``setup.py`` directly. 2023-11-28T11:48:57,296 Instead, use pypa/build, pypa/installer or other 2023-11-28T11:48:57,296 standards-based tools. 2023-11-28T11:48:57,298 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-11-28T11:48:57,298 ******************************************************************************** 2023-11-28T11:48:57,300 !! 2023-11-28T11:48:57,300 self.initialize_options() 2023-11-28T11:48:57,322 installing to build/bdist.linux-armv7l/wheel 2023-11-28T11:48:57,322 running install 2023-11-28T11:48:57,347 running install_lib 2023-11-28T11:48:57,372 creating build/bdist.linux-armv7l 2023-11-28T11:48:57,373 creating build/bdist.linux-armv7l/wheel 2023-11-28T11:48:57,374 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-11-28T11:48:57,376 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-28T11:48:57,377 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-28T11:48:57,381 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,382 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,386 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,388 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,391 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-28T11:48:57,393 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-28T11:48:57,395 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-28T11:48:57,398 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-28T11:48:57,400 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-28T11:48:57,402 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-28T11:48:57,405 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-11-28T11:48:57,406 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,407 copying build/lib/quantizeml/onnx_support/graph_tools/items.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,409 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,411 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,413 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,415 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,416 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,418 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-28T11:48:57,421 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,421 copying build/lib/quantizeml/onnx_support/quantization/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,423 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,426 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,428 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,430 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,432 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,433 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,434 copying build/lib/quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,436 copying build/lib/quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,438 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,440 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,441 copying build/lib/quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-28T11:48:57,443 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,445 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,447 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,449 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-28T11:48:57,452 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,452 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,455 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,456 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,458 copying build/lib/quantizeml/onnx_support/layers/node_constraints.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,460 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,462 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,465 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,467 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,469 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,472 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-28T11:48:57,474 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,475 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,477 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,479 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,481 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,482 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,484 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,486 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-28T11:48:57,487 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-11-28T11:48:57,489 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-28T11:48:57,490 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-28T11:48:57,492 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-28T11:48:57,495 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,495 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,497 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,500 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,502 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,503 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,505 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,507 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,509 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,511 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,513 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,516 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,518 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,520 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,522 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,524 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,526 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-28T11:48:57,528 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,530 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,532 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-28T11:48:57,535 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,536 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,538 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,540 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,542 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,544 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,546 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,548 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,550 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-28T11:48:57,551 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-28T11:48:57,553 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-28T11:48:57,555 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-28T11:48:57,557 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-28T11:48:57,559 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,561 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,564 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-28T11:48:57,565 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-28T11:48:57,567 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-28T11:48:57,569 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-28T11:48:57,571 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-28T11:48:57,572 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-28T11:48:57,574 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,576 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,578 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,580 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,582 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,584 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,586 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,588 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,591 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,592 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,594 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,596 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-28T11:48:57,598 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-28T11:48:57,600 running install_egg_info 2023-11-28T11:48:57,660 running egg_info 2023-11-28T11:48:57,684 writing quantizeml.egg-info/PKG-INFO 2023-11-28T11:48:57,687 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-11-28T11:48:57,689 writing entry points to quantizeml.egg-info/entry_points.txt 2023-11-28T11:48:57,690 writing requirements to quantizeml.egg-info/requires.txt 2023-11-28T11:48:57,691 writing top-level names to quantizeml.egg-info/top_level.txt 2023-11-28T11:48:57,738 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-11-28T11:48:57,746 reading manifest template 'MANIFEST.in' 2023-11-28T11:48:57,747 adding license file 'LICENSE' 2023-11-28T11:48:57,753 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-11-28T11:48:57,758 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.7.3-py3.11.egg-info 2023-11-28T11:48:57,771 running install_scripts 2023-11-28T11:48:57,785 creating build/bdist.linux-armv7l/wheel/quantizeml-0.7.3.dist-info/WHEEL 2023-11-28T11:48:57,788 creating '/tmp/pip-wheel-us31n48i/quantizeml-0.7.3-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-11-28T11:48:57,790 adding 'quantizeml/__init__.py' 2023-11-28T11:48:57,792 adding 'quantizeml/cli.py' 2023-11-28T11:48:57,793 adding 'quantizeml/version.py' 2023-11-28T11:48:57,795 adding 'quantizeml/debugging/__init__.py' 2023-11-28T11:48:57,796 adding 'quantizeml/debugging/assertions.py' 2023-11-28T11:48:57,798 adding 'quantizeml/layers/__init__.py' 2023-11-28T11:48:57,800 adding 'quantizeml/layers/activations.py' 2023-11-28T11:48:57,802 adding 'quantizeml/layers/attention.py' 2023-11-28T11:48:57,804 adding 'quantizeml/layers/batch_normalization.py' 2023-11-28T11:48:57,805 adding 'quantizeml/layers/buffer_temp_conv.py' 2023-11-28T11:48:57,807 adding 'quantizeml/layers/convolution.py' 2023-11-28T11:48:57,809 adding 'quantizeml/layers/dense.py' 2023-11-28T11:48:57,811 adding 'quantizeml/layers/depthwise_convolution.py' 2023-11-28T11:48:57,812 adding 'quantizeml/layers/dropout.py' 2023-11-28T11:48:57,814 adding 'quantizeml/layers/layers_base.py' 2023-11-28T11:48:57,816 adding 'quantizeml/layers/multi_inbounds.py' 2023-11-28T11:48:57,818 adding 'quantizeml/layers/normalization.py' 2023-11-28T11:48:57,819 adding 'quantizeml/layers/output_observer.py' 2023-11-28T11:48:57,820 adding 'quantizeml/layers/pooling.py' 2023-11-28T11:48:57,822 adding 'quantizeml/layers/quantization_params.py' 2023-11-28T11:48:57,823 adding 'quantizeml/layers/recorders.py' 2023-11-28T11:48:57,825 adding 'quantizeml/layers/rescaling.py' 2023-11-28T11:48:57,826 adding 'quantizeml/layers/separable_convolution.py' 2023-11-28T11:48:57,828 adding 'quantizeml/layers/shiftmax.py' 2023-11-28T11:48:57,830 adding 'quantizeml/layers/stateful_recurrent.py' 2023-11-28T11:48:57,832 adding 'quantizeml/layers/vit.py' 2023-11-28T11:48:57,834 adding 'quantizeml/layers/quantizers/__init__.py' 2023-11-28T11:48:57,835 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-11-28T11:48:57,837 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-11-28T11:48:57,838 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-11-28T11:48:57,840 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-11-28T11:48:57,842 adding 'quantizeml/layers/reshaping/__init__.py' 2023-11-28T11:48:57,843 adding 'quantizeml/layers/reshaping/flatten.py' 2023-11-28T11:48:57,844 adding 'quantizeml/layers/reshaping/permute.py' 2023-11-28T11:48:57,846 adding 'quantizeml/layers/reshaping/reshape.py' 2023-11-28T11:48:57,847 adding 'quantizeml/models/__init__.py' 2023-11-28T11:48:57,849 adding 'quantizeml/models/calibrate.py' 2023-11-28T11:48:57,851 adding 'quantizeml/models/check_quantization.py' 2023-11-28T11:48:57,853 adding 'quantizeml/models/quantize.py' 2023-11-28T11:48:57,855 adding 'quantizeml/models/record.py' 2023-11-28T11:48:57,856 adding 'quantizeml/models/utils.py' 2023-11-28T11:48:57,857 adding 'quantizeml/models/transforms/__init__.py' 2023-11-28T11:48:57,859 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-11-28T11:48:57,860 adding 'quantizeml/models/transforms/conv_to_dw.py' 2023-11-28T11:48:57,862 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-11-28T11:48:57,864 adding 'quantizeml/models/transforms/insert_layer.py' 2023-11-28T11:48:57,865 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-11-28T11:48:57,866 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-11-28T11:48:57,868 adding 'quantizeml/models/transforms/remove_reshape.py' 2023-11-28T11:48:57,869 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-11-28T11:48:57,871 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-11-28T11:48:57,872 adding 'quantizeml/models/transforms/sanitize.py' 2023-11-28T11:48:57,874 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-11-28T11:48:57,875 adding 'quantizeml/onnx_support/__init__.py' 2023-11-28T11:48:57,877 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2023-11-28T11:48:57,879 adding 'quantizeml/onnx_support/graph_tools/field.py' 2023-11-28T11:48:57,880 adding 'quantizeml/onnx_support/graph_tools/items.py' 2023-11-28T11:48:57,881 adding 'quantizeml/onnx_support/graph_tools/node.py' 2023-11-28T11:48:57,883 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2023-11-28T11:48:57,884 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2023-11-28T11:48:57,885 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2023-11-28T11:48:57,887 adding 'quantizeml/onnx_support/layers/__init__.py' 2023-11-28T11:48:57,889 adding 'quantizeml/onnx_support/layers/base_layer.py' 2023-11-28T11:48:57,890 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2023-11-28T11:48:57,892 adding 'quantizeml/onnx_support/layers/conv2d.py' 2023-11-28T11:48:57,894 adding 'quantizeml/onnx_support/layers/dense.py' 2023-11-28T11:48:57,896 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2023-11-28T11:48:57,898 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2023-11-28T11:48:57,899 adding 'quantizeml/onnx_support/layers/node_constraints.py' 2023-11-28T11:48:57,900 adding 'quantizeml/onnx_support/layers/quantizers.py' 2023-11-28T11:48:57,902 adding 'quantizeml/onnx_support/layers/register.py' 2023-11-28T11:48:57,904 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2023-11-28T11:48:57,905 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2023-11-28T11:48:57,906 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2023-11-28T11:48:57,907 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2023-11-28T11:48:57,909 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2023-11-28T11:48:57,910 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2023-11-28T11:48:57,912 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2023-11-28T11:48:57,914 adding 'quantizeml/onnx_support/quantization/__init__.py' 2023-11-28T11:48:57,915 adding 'quantizeml/onnx_support/quantization/calibration.py' 2023-11-28T11:48:57,917 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2023-11-28T11:48:57,919 adding 'quantizeml/onnx_support/quantization/fixed_point.py' 2023-11-28T11:48:57,920 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2023-11-28T11:48:57,922 adding 'quantizeml/onnx_support/quantization/outputs.py' 2023-11-28T11:48:57,924 adding 'quantizeml/onnx_support/quantization/quantize.py' 2023-11-28T11:48:57,926 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2023-11-28T11:48:57,927 adding 'quantizeml/onnx_support/quantization/weights.py' 2023-11-28T11:48:57,928 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2023-11-28T11:48:57,929 adding 'quantizeml/onnx_support/quantization/transforms/clip_to_relu.py' 2023-11-28T11:48:57,931 adding 'quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py' 2023-11-28T11:48:57,932 adding 'quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py' 2023-11-28T11:48:57,933 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2023-11-28T11:48:57,935 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2023-11-28T11:48:57,936 adding 'quantizeml/tensors/__init__.py' 2023-11-28T11:48:57,939 adding 'quantizeml/tensors/fixed_point.py' 2023-11-28T11:48:57,941 adding 'quantizeml/tensors/qfloat.py' 2023-11-28T11:48:57,942 adding 'quantizeml/tensors/qtensor.py' 2023-11-28T11:48:57,944 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-11-28T11:48:57,945 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-11-28T11:48:57,948 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-11-28T11:48:57,950 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-11-28T11:48:57,953 adding 'quantizeml-0.7.3.dist-info/LICENSE' 2023-11-28T11:48:57,954 adding 'quantizeml-0.7.3.dist-info/METADATA' 2023-11-28T11:48:57,955 adding 'quantizeml-0.7.3.dist-info/WHEEL' 2023-11-28T11:48:57,956 adding 'quantizeml-0.7.3.dist-info/entry_points.txt' 2023-11-28T11:48:57,957 adding 'quantizeml-0.7.3.dist-info/top_level.txt' 2023-11-28T11:48:57,959 adding 'quantizeml-0.7.3.dist-info/RECORD' 2023-11-28T11:48:57,963 removing build/bdist.linux-armv7l/wheel 2023-11-28T11:48:58,098 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-11-28T11:48:58,102 Created wheel for quantizeml: filename=quantizeml-0.7.3-py3-none-any.whl size=187264 sha256=9a1b2074b93ea2b96d8c775faca148857ddd5109de195e48356acf90dd03d6af 2023-11-28T11:48:58,104 Stored in directory: /tmp/pip-ephem-wheel-cache-lphnqlcz/wheels/ab/5d/fc/0cae2cbd3cb67ca2d08980f0dba623b173762ee714594b19d4 2023-11-28T11:48:58,116 Successfully built quantizeml 2023-11-28T11:48:58,126 Removed build tracker: '/tmp/pip-build-tracker-ahei23m2'