2024-10-16T11:23:58,455 Disabling truststore because Python version isn't 3.10+ 2024-10-16T11:23:58,939 Created temporary directory: /tmp/pip-build-tracker-bzzc71ey 2024-10-16T11:23:58,940 Initialized build tracking at /tmp/pip-build-tracker-bzzc71ey 2024-10-16T11:23:58,940 Created build tracker: /tmp/pip-build-tracker-bzzc71ey 2024-10-16T11:23:58,940 Entered build tracker: /tmp/pip-build-tracker-bzzc71ey 2024-10-16T11:23:58,941 Created temporary directory: /tmp/pip-wheel-habx6sx5 2024-10-16T11:23:58,946 Created temporary directory: /tmp/pip-ephem-wheel-cache-0m0xlvuy 2024-10-16T11:23:58,990 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2024-10-16T11:23:58,992 2 location(s) to search for versions of quantizeml: 2024-10-16T11:23:58,992 * https://pypi.org/simple/quantizeml/ 2024-10-16T11:23:58,992 * https://www.piwheels.org/simple/quantizeml/ 2024-10-16T11:23:58,993 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2024-10-16T11:23:58,993 Getting page https://pypi.org/simple/quantizeml/ 2024-10-16T11:23:58,995 Found index url https://pypi.org/simple/ 2024-10-16T11:23:59,015 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2024-10-16T11:23:59,023 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 2024-10-16T11:23:59,024 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 2024-10-16T11:23:59,025 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 2024-10-16T11:23:59,025 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 2024-10-16T11:23:59,026 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 2024-10-16T11:23:59,026 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 2024-10-16T11:23:59,027 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 2024-10-16T11:23:59,028 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 2024-10-16T11:23:59,028 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 2024-10-16T11:23:59,029 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 2024-10-16T11:23:59,029 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 2024-10-16T11:23:59,030 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 2024-10-16T11:23:59,030 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 2024-10-16T11:23:59,031 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 2024-10-16T11:23:59,031 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 2024-10-16T11:23:59,032 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 2024-10-16T11:23:59,032 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 2024-10-16T11:23:59,033 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 2024-10-16T11:23:59,033 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 2024-10-16T11:23:59,034 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 2024-10-16T11:23:59,035 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 2024-10-16T11:23:59,035 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 2024-10-16T11:23:59,036 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 2024-10-16T11:23:59,036 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 2024-10-16T11:23:59,037 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 2024-10-16T11:23:59,037 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 2024-10-16T11:23:59,038 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 2024-10-16T11:23:59,039 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 2024-10-16T11:23:59,039 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 2024-10-16T11:23:59,040 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 2024-10-16T11:23:59,040 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 2024-10-16T11:23:59,041 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 2024-10-16T11:23:59,041 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 2024-10-16T11:23:59,042 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 2024-10-16T11:23:59,042 Found link https://files.pythonhosted.org/packages/aa/7b/cbbc52e61aa29fb66365cf3a4effa4fa0419c5042ea73fd7bf4aaa85a480/quantizeml-0.8.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.8.1 2024-10-16T11:23:59,043 Found link https://files.pythonhosted.org/packages/ca/99/a76b9bb26629c2c13684040c383ebee6c20ed8e362b00b42be70f7beae08/quantizeml-0.9.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.9.0 2024-10-16T11:23:59,043 Found link https://files.pythonhosted.org/packages/1f/a7/898ce17669027814a13a7a4ddd0ee2e7335538f8cfbb4276b892da65ec94/quantizeml-0.10.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.10.0 2024-10-16T11:23:59,044 Found link https://files.pythonhosted.org/packages/ef/6c/68dc478f16fffe9d808f2a17214d47ab384f09b6116db0b0f65bbd1d9f77/quantizeml-0.10.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.10.1 2024-10-16T11:23:59,045 Found link https://files.pythonhosted.org/packages/3e/b2/409549fb66617aa4e5c67f578970f93ff46bbdafe9b7f2714fabc98c5ebe/quantizeml-0.11.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.11.0 2024-10-16T11:23:59,045 Found link https://files.pythonhosted.org/packages/3c/0f/d00e1e2ab65f047d7cdc00410f0b2004857d1bd43821484289c017b09883/quantizeml-0.11.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.11.1 2024-10-16T11:23:59,046 Found link https://files.pythonhosted.org/packages/71/90/45832fd9586cee1b85df42785bdc30fb9b83eb13f266dbf4cf23b26c03a3/quantizeml-0.12.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.12.0 2024-10-16T11:23:59,046 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2024-10-16T11:23:59,046 Getting page https://www.piwheels.org/simple/quantizeml/ 2024-10-16T11:23:59,047 Found index url https://www.piwheels.org/simple/ 2024-10-16T11:23:59,093 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2024-10-16T11:23:59,105 Skipping link: No binaries permitted for quantizeml: 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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) 2024-10-16T11:23:59,113 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) 2024-10-16T11:23:59,113 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) 2024-10-16T11:23:59,113 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) 2024-10-16T11:23:59,113 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2024-10-16T11:23:59,113 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2024-10-16T11:23:59,135 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2024-10-16T11:23:59,137 Collecting quantizeml==0.12.0 2024-10-16T11:23:59,139 Created temporary directory: /tmp/pip-unpack-sgfdkddo 2024-10-16T11:23:59,155 Downloading quantizeml-0.12.0.tar.gz (138 kB) 2024-10-16T11:23:59,464 Added quantizeml==0.12.0 from https://files.pythonhosted.org/packages/71/90/45832fd9586cee1b85df42785bdc30fb9b83eb13f266dbf4cf23b26c03a3/quantizeml-0.12.0.tar.gz to build tracker '/tmp/pip-build-tracker-bzzc71ey' 2024-10-16T11:23:59,466 Running setup.py (path:/tmp/pip-wheel-habx6sx5/quantizeml_0590b14b6a684bd886db6733f8bb69b8/setup.py) egg_info for package quantizeml 2024-10-16T11:23:59,466 Created temporary directory: /tmp/pip-pip-egg-info-vg6rak62 2024-10-16T11:23:59,467 Preparing metadata (setup.py): started 2024-10-16T11:23:59,468 Running command python setup.py egg_info 2024-10-16T11:24:00,425 running egg_info 2024-10-16T11:24:00,426 creating /tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info 2024-10-16T11:24:00,453 writing /tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/PKG-INFO 2024-10-16T11:24:00,457 writing dependency_links to /tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/dependency_links.txt 2024-10-16T11:24:00,459 writing entry points to /tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/entry_points.txt 2024-10-16T11:24:00,460 writing requirements to /tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/requires.txt 2024-10-16T11:24:00,461 writing top-level names to /tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/top_level.txt 2024-10-16T11:24:00,463 writing manifest file '/tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/SOURCES.txt' 2024-10-16T11:24:00,569 reading manifest file '/tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/SOURCES.txt' 2024-10-16T11:24:00,571 reading manifest template 'MANIFEST.in' 2024-10-16T11:24:00,572 adding license file 'LICENSE' 2024-10-16T11:24:00,580 writing manifest file '/tmp/pip-pip-egg-info-vg6rak62/quantizeml.egg-info/SOURCES.txt' 2024-10-16T11:24:00,671 Preparing metadata (setup.py): finished with status 'done' 2024-10-16T11:24:00,676 Source in /tmp/pip-wheel-habx6sx5/quantizeml_0590b14b6a684bd886db6733f8bb69b8 has version 0.12.0, which satisfies requirement quantizeml==0.12.0 from https://files.pythonhosted.org/packages/71/90/45832fd9586cee1b85df42785bdc30fb9b83eb13f266dbf4cf23b26c03a3/quantizeml-0.12.0.tar.gz 2024-10-16T11:24:00,676 Removed quantizeml==0.12.0 from https://files.pythonhosted.org/packages/71/90/45832fd9586cee1b85df42785bdc30fb9b83eb13f266dbf4cf23b26c03a3/quantizeml-0.12.0.tar.gz from build tracker '/tmp/pip-build-tracker-bzzc71ey' 2024-10-16T11:24:00,685 Created temporary directory: /tmp/pip-unpack-5xjfeexx 2024-10-16T11:24:00,686 Created temporary directory: /tmp/pip-unpack-kcymt43n 2024-10-16T11:24:00,687 Building wheels for collected packages: quantizeml 2024-10-16T11:24:00,690 Created temporary directory: /tmp/pip-wheel-0ltpk2eq 2024-10-16T11:24:00,691 Building wheel for quantizeml (setup.py): started 2024-10-16T11:24:00,691 Destination directory: /tmp/pip-wheel-0ltpk2eq 2024-10-16T11:24:00,692 Running command python setup.py bdist_wheel 2024-10-16T11:24:01,605 running bdist_wheel 2024-10-16T11:24:01,740 running build 2024-10-16T11:24:01,740 running build_py 2024-10-16T11:24:01,770 creating build 2024-10-16T11:24:01,770 creating build/lib 2024-10-16T11:24:01,771 creating build/lib/quantizeml 2024-10-16T11:24:01,772 copying quantizeml/cli.py -> build/lib/quantizeml 2024-10-16T11:24:01,774 copying quantizeml/model_io.py -> build/lib/quantizeml 2024-10-16T11:24:01,776 copying quantizeml/version.py -> build/lib/quantizeml 2024-10-16T11:24:01,778 copying quantizeml/__init__.py -> build/lib/quantizeml 2024-10-16T11:24:01,779 creating build/lib/quantizeml/debugging 2024-10-16T11:24:01,781 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2024-10-16T11:24:01,783 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2024-10-16T11:24:01,785 creating build/lib/quantizeml/tensors 2024-10-16T11:24:01,786 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2024-10-16T11:24:01,788 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2024-10-16T11:24:01,790 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2024-10-16T11:24:01,793 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2024-10-16T11:24:01,795 creating build/lib/quantizeml/models 2024-10-16T11:24:01,796 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2024-10-16T11:24:01,798 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2024-10-16T11:24:01,799 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2024-10-16T11:24:01,802 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2024-10-16T11:24:01,805 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2024-10-16T11:24:01,808 creating build/lib/quantizeml/layers 2024-10-16T11:24:01,809 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,811 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,813 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,815 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,817 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,819 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,821 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,823 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,825 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,828 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,830 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,832 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,834 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,836 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,838 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,840 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,842 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,844 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,846 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,848 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,850 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2024-10-16T11:24:01,852 creating build/lib/quantizeml/analysis 2024-10-16T11:24:01,853 copying quantizeml/analysis/cli.py -> build/lib/quantizeml/analysis 2024-10-16T11:24:01,855 copying quantizeml/analysis/kernel_distribution.py -> build/lib/quantizeml/analysis 2024-10-16T11:24:01,857 copying quantizeml/analysis/__init__.py -> build/lib/quantizeml/analysis 2024-10-16T11:24:01,859 copying quantizeml/analysis/quantization_error_api.py -> build/lib/quantizeml/analysis 2024-10-16T11:24:01,861 creating build/lib/quantizeml/onnx_support 2024-10-16T11:24:01,862 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2024-10-16T11:24:01,865 creating build/lib/quantizeml/tensors/tf_dispatch 2024-10-16T11:24:01,865 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-10-16T11:24:01,868 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-10-16T11:24:01,870 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-10-16T11:24:01,873 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-10-16T11:24:01,875 creating build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,876 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,878 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,880 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,882 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,884 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,887 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,888 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,890 copying quantizeml/models/transforms/fold_activations_in_add.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,892 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,894 copying quantizeml/models/transforms/split_layers_with_relu.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,896 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,898 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,899 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,901 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2024-10-16T11:24:01,904 creating build/lib/quantizeml/layers/quantizers 2024-10-16T11:24:01,905 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-10-16T11:24:01,907 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-10-16T11:24:01,909 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2024-10-16T11:24:01,911 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-10-16T11:24:01,913 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2024-10-16T11:24:01,915 creating build/lib/quantizeml/layers/reshaping 2024-10-16T11:24:01,916 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2024-10-16T11:24:01,918 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2024-10-16T11:24:01,919 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2024-10-16T11:24:01,921 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2024-10-16T11:24:01,923 creating build/lib/quantizeml/analysis/quantization_error 2024-10-16T11:24:01,924 copying quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error 2024-10-16T11:24:01,927 copying quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error 2024-10-16T11:24:01,929 copying quantizeml/analysis/quantization_error/common.py -> build/lib/quantizeml/analysis/quantization_error 2024-10-16T11:24:01,931 copying quantizeml/analysis/quantization_error/__init__.py -> build/lib/quantizeml/analysis/quantization_error 2024-10-16T11:24:01,933 creating build/lib/quantizeml/analysis/tools 2024-10-16T11:24:01,934 copying quantizeml/analysis/tools/extractor.py -> build/lib/quantizeml/analysis/tools 2024-10-16T11:24:01,936 copying quantizeml/analysis/tools/metrics.py -> build/lib/quantizeml/analysis/tools 2024-10-16T11:24:01,938 copying quantizeml/analysis/tools/generators.py -> build/lib/quantizeml/analysis/tools 2024-10-16T11:24:01,940 copying quantizeml/analysis/tools/__init__.py -> build/lib/quantizeml/analysis/tools 2024-10-16T11:24:01,943 creating build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,944 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,946 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,947 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,949 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,951 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,953 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:01,956 creating build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,957 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,959 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,961 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,963 copying quantizeml/onnx_support/layers/conv2dtranspose.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,965 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,967 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,969 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,971 copying quantizeml/onnx_support/layers/layer_compatibility.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,974 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,976 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,978 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2024-10-16T11:24:01,981 creating build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,981 copying quantizeml/onnx_support/quantization/model.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,984 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,986 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,987 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,989 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,991 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,993 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,995 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,997 copying quantizeml/onnx_support/quantization/fixed_point.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:01,999 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2024-10-16T11:24:02,001 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,002 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,003 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,005 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,007 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,008 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,010 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,012 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,015 creating build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,016 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,018 copying quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,019 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,021 copying quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,023 copying quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,025 copying quantizeml/onnx_support/quantization/transforms/convert_avg_to_gap.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,026 copying quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,028 copying quantizeml/onnx_support/quantization/transforms/insert_rescaling.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,030 copying quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,032 copying quantizeml/onnx_support/quantization/transforms/fuse_relu_clip_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,034 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,035 copying quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,087 /home/piwheels/.local/lib/python3.9/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2024-10-16T11:24:02,087 !! 2024-10-16T11:24:02,087 ******************************************************************************** 2024-10-16T11:24:02,087 Please avoid running ``setup.py`` directly. 2024-10-16T11:24:02,088 Instead, use pypa/build, pypa/installer or other 2024-10-16T11:24:02,088 standards-based tools. 2024-10-16T11:24:02,088 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2024-10-16T11:24:02,088 ******************************************************************************** 2024-10-16T11:24:02,088 !! 2024-10-16T11:24:02,088 self.initialize_options() 2024-10-16T11:24:02,114 installing to build/bdist.linux-armv7l/wheel 2024-10-16T11:24:02,114 running install 2024-10-16T11:24:02,140 running install_lib 2024-10-16T11:24:02,168 creating build/bdist.linux-armv7l 2024-10-16T11:24:02,168 creating build/bdist.linux-armv7l/wheel 2024-10-16T11:24:02,170 creating build/bdist.linux-armv7l/wheel/quantizeml 2024-10-16T11:24:02,171 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-10-16T11:24:02,172 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging 2024-10-16T11:24:02,175 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging 2024-10-16T11:24:02,176 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2024-10-16T11:24:02,179 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-10-16T11:24:02,180 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2024-10-16T11:24:02,183 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-10-16T11:24:02,184 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2024-10-16T11:24:02,186 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2024-10-16T11:24:02,189 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2024-10-16T11:24:02,191 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2024-10-16T11:24:02,193 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2024-10-16T11:24:02,195 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2024-10-16T11:24:02,197 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2024-10-16T11:24:02,199 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2024-10-16T11:24:02,201 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-10-16T11:24:02,202 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,204 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,207 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,209 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,211 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,213 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,214 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,217 copying build/lib/quantizeml/models/transforms/fold_activations_in_add.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,219 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,221 copying build/lib/quantizeml/models/transforms/split_layers_with_relu.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,222 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,224 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,226 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,228 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2024-10-16T11:24:02,230 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2024-10-16T11:24:02,232 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2024-10-16T11:24:02,233 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2024-10-16T11:24:02,236 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2024-10-16T11:24:02,239 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2024-10-16T11:24:02,241 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-10-16T11:24:02,243 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-10-16T11:24:02,244 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2024-10-16T11:24:02,246 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2024-10-16T11:24:02,249 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2024-10-16T11:24:02,251 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2024-10-16T11:24:02,253 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2024-10-16T11:24:02,255 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,257 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,259 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,261 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,264 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,266 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,268 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,270 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,272 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,274 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,277 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,279 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,281 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,283 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,285 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,287 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,289 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,291 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,293 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,295 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,297 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2024-10-16T11:24:02,299 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-10-16T11:24:02,300 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2024-10-16T11:24:02,302 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2024-10-16T11:24:02,304 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2024-10-16T11:24:02,306 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2024-10-16T11:24:02,308 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis 2024-10-16T11:24:02,309 copying build/lib/quantizeml/analysis/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2024-10-16T11:24:02,311 copying build/lib/quantizeml/analysis/kernel_distribution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2024-10-16T11:24:02,313 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/quantization_error 2024-10-16T11:24:02,314 copying build/lib/quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2024-10-16T11:24:02,316 copying build/lib/quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2024-10-16T11:24:02,319 copying build/lib/quantizeml/analysis/quantization_error/common.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2024-10-16T11:24:02,321 copying build/lib/quantizeml/analysis/quantization_error/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2024-10-16T11:24:02,323 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/tools 2024-10-16T11:24:02,324 copying build/lib/quantizeml/analysis/tools/extractor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2024-10-16T11:24:02,326 copying build/lib/quantizeml/analysis/tools/metrics.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2024-10-16T11:24:02,328 copying build/lib/quantizeml/analysis/tools/generators.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2024-10-16T11:24:02,330 copying build/lib/quantizeml/analysis/tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2024-10-16T11:24:02,331 copying build/lib/quantizeml/analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2024-10-16T11:24:02,333 copying build/lib/quantizeml/analysis/quantization_error_api.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2024-10-16T11:24:02,335 copying build/lib/quantizeml/model_io.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2024-10-16T11:24:02,338 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2024-10-16T11:24:02,339 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,340 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,342 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,344 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,346 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,348 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,349 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2024-10-16T11:24:02,352 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-10-16T11:24:02,353 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,354 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,356 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,358 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,359 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,361 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,363 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,365 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2024-10-16T11:24:02,366 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,368 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,370 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,373 copying build/lib/quantizeml/onnx_support/layers/conv2dtranspose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,375 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,377 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,379 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,381 copying build/lib/quantizeml/onnx_support/layers/layer_compatibility.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,383 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,385 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,387 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2024-10-16T11:24:02,389 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support 2024-10-16T11:24:02,391 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-10-16T11:24:02,393 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,394 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,396 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,398 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,400 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,402 copying build/lib/quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,403 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_avg_to_gap.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,405 copying build/lib/quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,407 copying build/lib/quantizeml/onnx_support/quantization/transforms/insert_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,409 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,411 copying build/lib/quantizeml/onnx_support/quantization/transforms/fuse_relu_clip_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,413 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,415 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2024-10-16T11:24:02,417 copying build/lib/quantizeml/onnx_support/quantization/model.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,419 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,421 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,423 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,425 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,427 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,429 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,431 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,433 copying build/lib/quantizeml/onnx_support/quantization/fixed_point.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,435 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2024-10-16T11:24:02,436 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2024-10-16T11:24:02,438 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2024-10-16T11:24:02,439 running install_egg_info 2024-10-16T11:24:02,473 running egg_info 2024-10-16T11:24:02,499 writing quantizeml.egg-info/PKG-INFO 2024-10-16T11:24:02,503 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2024-10-16T11:24:02,504 writing entry points to quantizeml.egg-info/entry_points.txt 2024-10-16T11:24:02,506 writing requirements to quantizeml.egg-info/requires.txt 2024-10-16T11:24:02,507 writing top-level names to quantizeml.egg-info/top_level.txt 2024-10-16T11:24:02,555 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2024-10-16T11:24:02,565 reading manifest template 'MANIFEST.in' 2024-10-16T11:24:02,566 adding license file 'LICENSE' 2024-10-16T11:24:02,576 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2024-10-16T11:24:02,578 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/./quantizeml-0.12.0-py3.9.egg-info 2024-10-16T11:24:02,589 running install_scripts 2024-10-16T11:24:02,605 creating build/bdist.linux-armv7l/wheel/quantizeml-0.12.0.dist-info/WHEEL 2024-10-16T11:24:02,608 creating '/tmp/pip-wheel-0ltpk2eq/quantizeml-0.12.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2024-10-16T11:24:02,610 adding 'quantizeml/__init__.py' 2024-10-16T11:24:02,612 adding 'quantizeml/cli.py' 2024-10-16T11:24:02,613 adding 'quantizeml/model_io.py' 2024-10-16T11:24:02,615 adding 'quantizeml/version.py' 2024-10-16T11:24:02,616 adding 'quantizeml/analysis/__init__.py' 2024-10-16T11:24:02,618 adding 'quantizeml/analysis/cli.py' 2024-10-16T11:24:02,619 adding 'quantizeml/analysis/kernel_distribution.py' 2024-10-16T11:24:02,621 adding 'quantizeml/analysis/quantization_error_api.py' 2024-10-16T11:24:02,622 adding 'quantizeml/analysis/quantization_error/__init__.py' 2024-10-16T11:24:02,624 adding 'quantizeml/analysis/quantization_error/common.py' 2024-10-16T11:24:02,626 adding 'quantizeml/analysis/quantization_error/keras_quantization_error.py' 2024-10-16T11:24:02,628 adding 'quantizeml/analysis/quantization_error/onnx_quantization_error.py' 2024-10-16T11:24:02,629 adding 'quantizeml/analysis/tools/__init__.py' 2024-10-16T11:24:02,631 adding 'quantizeml/analysis/tools/extractor.py' 2024-10-16T11:24:02,632 adding 'quantizeml/analysis/tools/generators.py' 2024-10-16T11:24:02,634 adding 'quantizeml/analysis/tools/metrics.py' 2024-10-16T11:24:02,636 adding 'quantizeml/debugging/__init__.py' 2024-10-16T11:24:02,637 adding 'quantizeml/debugging/assertions.py' 2024-10-16T11:24:02,639 adding 'quantizeml/layers/__init__.py' 2024-10-16T11:24:02,641 adding 'quantizeml/layers/activations.py' 2024-10-16T11:24:02,643 adding 'quantizeml/layers/attention.py' 2024-10-16T11:24:02,645 adding 'quantizeml/layers/batch_normalization.py' 2024-10-16T11:24:02,647 adding 'quantizeml/layers/buffer_temp_conv.py' 2024-10-16T11:24:02,649 adding 'quantizeml/layers/convolution.py' 2024-10-16T11:24:02,650 adding 'quantizeml/layers/dense.py' 2024-10-16T11:24:02,652 adding 'quantizeml/layers/depthwise_convolution.py' 2024-10-16T11:24:02,653 adding 'quantizeml/layers/dropout.py' 2024-10-16T11:24:02,655 adding 'quantizeml/layers/layers_base.py' 2024-10-16T11:24:02,657 adding 'quantizeml/layers/multi_inbounds.py' 2024-10-16T11:24:02,659 adding 'quantizeml/layers/normalization.py' 2024-10-16T11:24:02,660 adding 'quantizeml/layers/output_observer.py' 2024-10-16T11:24:02,662 adding 'quantizeml/layers/pooling.py' 2024-10-16T11:24:02,663 adding 'quantizeml/layers/quantization_params.py' 2024-10-16T11:24:02,665 adding 'quantizeml/layers/recorders.py' 2024-10-16T11:24:02,666 adding 'quantizeml/layers/rescaling.py' 2024-10-16T11:24:02,668 adding 'quantizeml/layers/separable_convolution.py' 2024-10-16T11:24:02,670 adding 'quantizeml/layers/shiftmax.py' 2024-10-16T11:24:02,672 adding 'quantizeml/layers/stateful_recurrent.py' 2024-10-16T11:24:02,674 adding 'quantizeml/layers/vit.py' 2024-10-16T11:24:02,675 adding 'quantizeml/layers/quantizers/__init__.py' 2024-10-16T11:24:02,677 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2024-10-16T11:24:02,678 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2024-10-16T11:24:02,680 adding 'quantizeml/layers/quantizers/quantizers.py' 2024-10-16T11:24:02,681 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2024-10-16T11:24:02,683 adding 'quantizeml/layers/reshaping/__init__.py' 2024-10-16T11:24:02,684 adding 'quantizeml/layers/reshaping/flatten.py' 2024-10-16T11:24:02,686 adding 'quantizeml/layers/reshaping/permute.py' 2024-10-16T11:24:02,687 adding 'quantizeml/layers/reshaping/reshape.py' 2024-10-16T11:24:02,689 adding 'quantizeml/models/__init__.py' 2024-10-16T11:24:02,691 adding 'quantizeml/models/calibrate.py' 2024-10-16T11:24:02,695 adding 'quantizeml/models/quantize.py' 2024-10-16T11:24:02,696 adding 'quantizeml/models/record.py' 2024-10-16T11:24:02,698 adding 'quantizeml/models/utils.py' 2024-10-16T11:24:02,700 adding 'quantizeml/models/transforms/__init__.py' 2024-10-16T11:24:02,702 adding 'quantizeml/models/transforms/align_rescaling.py' 2024-10-16T11:24:02,703 adding 'quantizeml/models/transforms/conv_to_dw.py' 2024-10-16T11:24:02,705 adding 'quantizeml/models/transforms/fold_activations_in_add.py' 2024-10-16T11:24:02,707 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2024-10-16T11:24:02,708 adding 'quantizeml/models/transforms/insert_layer.py' 2024-10-16T11:24:02,710 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2024-10-16T11:24:02,711 adding 'quantizeml/models/transforms/relu_maxpool.py' 2024-10-16T11:24:02,713 adding 'quantizeml/models/transforms/remove_reshape.py' 2024-10-16T11:24:02,714 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2024-10-16T11:24:02,716 adding 'quantizeml/models/transforms/replace_lambda.py' 2024-10-16T11:24:02,717 adding 'quantizeml/models/transforms/sanitize.py' 2024-10-16T11:24:02,719 adding 'quantizeml/models/transforms/split_layers_with_relu.py' 2024-10-16T11:24:02,720 adding 'quantizeml/models/transforms/transforms_utils.py' 2024-10-16T11:24:02,722 adding 'quantizeml/onnx_support/__init__.py' 2024-10-16T11:24:02,724 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2024-10-16T11:24:02,725 adding 'quantizeml/onnx_support/graph_tools/field.py' 2024-10-16T11:24:02,726 adding 'quantizeml/onnx_support/graph_tools/node.py' 2024-10-16T11:24:02,728 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2024-10-16T11:24:02,729 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2024-10-16T11:24:02,730 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2024-10-16T11:24:02,732 adding 'quantizeml/onnx_support/layers/__init__.py' 2024-10-16T11:24:02,734 adding 'quantizeml/onnx_support/layers/base_layer.py' 2024-10-16T11:24:02,736 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2024-10-16T11:24:02,738 adding 'quantizeml/onnx_support/layers/conv2d.py' 2024-10-16T11:24:02,740 adding 'quantizeml/onnx_support/layers/conv2dtranspose.py' 2024-10-16T11:24:02,741 adding 'quantizeml/onnx_support/layers/dense.py' 2024-10-16T11:24:02,743 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2024-10-16T11:24:02,745 adding 'quantizeml/onnx_support/layers/layer_compatibility.py' 2024-10-16T11:24:02,746 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2024-10-16T11:24:02,748 adding 'quantizeml/onnx_support/layers/quantizers.py' 2024-10-16T11:24:02,750 adding 'quantizeml/onnx_support/layers/register.py' 2024-10-16T11:24:02,752 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2024-10-16T11:24:02,757 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2024-10-16T11:24:02,758 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2024-10-16T11:24:02,760 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2024-10-16T11:24:02,761 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2024-10-16T11:24:02,762 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2024-10-16T11:24:02,764 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2024-10-16T11:24:02,766 adding 'quantizeml/onnx_support/quantization/__init__.py' 2024-10-16T11:24:02,767 adding 'quantizeml/onnx_support/quantization/calibration.py' 2024-10-16T11:24:02,769 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2024-10-16T11:24:02,770 adding 'quantizeml/onnx_support/quantization/fixed_point.py' 2024-10-16T11:24:02,771 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2024-10-16T11:24:02,773 adding 'quantizeml/onnx_support/quantization/model.py' 2024-10-16T11:24:02,775 adding 'quantizeml/onnx_support/quantization/outputs.py' 2024-10-16T11:24:02,777 adding 'quantizeml/onnx_support/quantization/quantize.py' 2024-10-16T11:24:02,778 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2024-10-16T11:24:02,780 adding 'quantizeml/onnx_support/quantization/weights.py' 2024-10-16T11:24:02,782 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2024-10-16T11:24:02,783 adding 'quantizeml/onnx_support/quantization/transforms/convert_avg_to_gap.py' 2024-10-16T11:24:02,784 adding 'quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py' 2024-10-16T11:24:02,786 adding 'quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py' 2024-10-16T11:24:02,787 adding 'quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py' 2024-10-16T11:24:02,789 adding 'quantizeml/onnx_support/quantization/transforms/fuse_relu_clip_nodes.py' 2024-10-16T11:24:02,790 adding 'quantizeml/onnx_support/quantization/transforms/insert_rescaling.py' 2024-10-16T11:24:02,792 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2024-10-16T11:24:02,793 adding 'quantizeml/onnx_support/quantization/transforms/remove_reshape.py' 2024-10-16T11:24:02,795 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2024-10-16T11:24:02,796 adding 'quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py' 2024-10-16T11:24:02,797 adding 'quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py' 2024-10-16T11:24:02,799 adding 'quantizeml/tensors/__init__.py' 2024-10-16T11:24:02,802 adding 'quantizeml/tensors/fixed_point.py' 2024-10-16T11:24:02,804 adding 'quantizeml/tensors/qfloat.py' 2024-10-16T11:24:02,806 adding 'quantizeml/tensors/qtensor.py' 2024-10-16T11:24:02,807 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2024-10-16T11:24:02,809 adding 'quantizeml/tensors/tf_dispatch/math.py' 2024-10-16T11:24:02,812 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2024-10-16T11:24:02,815 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2024-10-16T11:24:02,818 adding 'quantizeml-0.12.0.dist-info/LICENSE' 2024-10-16T11:24:02,819 adding 'quantizeml-0.12.0.dist-info/METADATA' 2024-10-16T11:24:02,820 adding 'quantizeml-0.12.0.dist-info/WHEEL' 2024-10-16T11:24:02,821 adding 'quantizeml-0.12.0.dist-info/entry_points.txt' 2024-10-16T11:24:02,822 adding 'quantizeml-0.12.0.dist-info/top_level.txt' 2024-10-16T11:24:02,824 adding 'quantizeml-0.12.0.dist-info/RECORD' 2024-10-16T11:24:02,830 removing build/bdist.linux-armv7l/wheel 2024-10-16T11:24:02,954 Building wheel for quantizeml (setup.py): finished with status 'done' 2024-10-16T11:24:02,959 Created wheel for quantizeml: filename=quantizeml-0.12.0-py3-none-any.whl size=239462 sha256=29bd2b7ba191e05b37f61e9d5ea203ea7f2e1a59cd5e3532a175396d13d03dd2 2024-10-16T11:24:02,960 Stored in directory: /tmp/pip-ephem-wheel-cache-0m0xlvuy/wheels/c1/19/b7/871d98b2e6fd9de115008b2ba22b732f074c8209e45f0c13d7 2024-10-16T11:24:02,975 Successfully built quantizeml 2024-10-16T11:24:02,983 Removed build tracker: '/tmp/pip-build-tracker-bzzc71ey'