2026-07-09T15:58:33,818 Created temporary directory: /tmp/pip-ephem-wheel-cache-voadacha
2026-07-09T15:58:33,820 Created temporary directory: /tmp/pip-build-tracker-u38kktzu
2026-07-09T15:58:33,820 Initialized build tracking at /tmp/pip-build-tracker-u38kktzu
2026-07-09T15:58:33,821 Created build tracker: /tmp/pip-build-tracker-u38kktzu
2026-07-09T15:58:33,821 Entered build tracker: /tmp/pip-build-tracker-u38kktzu
2026-07-09T15:58:33,822 Created temporary directory: /tmp/pip-wheel-shaeenx9
2026-07-09T15:58:33,825 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453
2026-07-09T15:58:33,827 Created temporary directory: /tmp/pip-ephem-wheel-cache-x6oef40b
2026-07-09T15:58:33,849 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2026-07-09T15:58:33,853 2 location(s) to search for versions of quantizeml:
2026-07-09T15:58:33,853 * https://pypi.org/simple/quantizeml/
2026-07-09T15:58:33,853 * https://www.piwheels.org/simple/quantizeml/
2026-07-09T15:58:33,854 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/
2026-07-09T15:58:33,854 Getting page https://pypi.org/simple/quantizeml/
2026-07-09T15:58:33,856 Found index url https://pypi.org/simple
2026-07-09T15:58:34,116 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json
2026-07-09T15:58:34,127   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
2026-07-09T15:58:34,128   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
2026-07-09T15:58:34,129   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
2026-07-09T15:58:34,131   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
2026-07-09T15:58:34,132   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
2026-07-09T15:58:34,133   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
2026-07-09T15:58:34,134   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
2026-07-09T15:58:34,135   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
2026-07-09T15:58:34,136   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
2026-07-09T15:58:34,137   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
2026-07-09T15:58:34,138   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
2026-07-09T15:58:34,139   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
2026-07-09T15:58:34,140   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
2026-07-09T15:58:34,141   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
2026-07-09T15:58:34,142   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
2026-07-09T15:58:34,143   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
2026-07-09T15:58:34,144   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
2026-07-09T15:58:34,145   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
2026-07-09T15:58:34,146   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
2026-07-09T15:58:34,147   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
2026-07-09T15:58:34,148   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
2026-07-09T15:58:34,149   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
2026-07-09T15:58:34,150   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
2026-07-09T15:58:34,151   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
2026-07-09T15:58:34,152   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
2026-07-09T15:58:34,153   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
2026-07-09T15:58:34,154   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
2026-07-09T15:58:34,155   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
2026-07-09T15:58:34,156   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
2026-07-09T15:58:34,157   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
2026-07-09T15:58:34,157   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
2026-07-09T15:58:34,158   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
2026-07-09T15:58:34,159   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
2026-07-09T15:58:34,160   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
2026-07-09T15:58:34,161   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
2026-07-09T15:58:34,162   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
2026-07-09T15:58:34,163   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
2026-07-09T15:58:34,164   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
2026-07-09T15:58:34,164   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
2026-07-09T15:58:34,165   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
2026-07-09T15:58:34,166   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
2026-07-09T15:58:34,167   Found link https://files.pythonhosted.org/packages/22/87/edc38c5d26ad9be8cf28cd8cb6c1cb328fc03bb20a211bfc397a080f4bd3/quantizeml-0.12.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.12.1
2026-07-09T15:58:34,168   Found link https://files.pythonhosted.org/packages/45/4c/a5e76a3e7b9fc2a370eba644702c5a792a89ceb16b269e5f7cc69f2a19af/quantizeml-0.13.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.13.0
2026-07-09T15:58:34,169   Found link https://files.pythonhosted.org/packages/ca/6a/bd9cf6a01b5af4f131fa5887dc8b724b754981613a43f994df675483d646/quantizeml-0.13.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.13.1
2026-07-09T15:58:34,171   Found link https://files.pythonhosted.org/packages/08/a9/b5bfd844b9548d802355737f01965b7f06b2b95bac7dc735324cbd62b009/quantizeml-0.14.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.14.0
2026-07-09T15:58:34,172   Found link https://files.pythonhosted.org/packages/f2/08/88e21a9cadb3d1e8c765fd6b6e9781d76dcea1a2af9c4307b41b791684db/quantizeml-0.14.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.14.1
2026-07-09T15:58:34,172   Found link https://files.pythonhosted.org/packages/c9/15/8028dcf992d5a41c2b362a8fc18de46424d59a40746f10949e4f322a352a/quantizeml-0.15.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.15.0
2026-07-09T15:58:34,173   Found link https://files.pythonhosted.org/packages/cd/de/70ccfdedec07bc002f55156ac84e0333c3a628b880c77728b76bf6ad8d44/quantizeml-0.16.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.16.0
2026-07-09T15:58:34,174   Found link https://files.pythonhosted.org/packages/97/ad/55c7596b8637dda36e03b4a79bb9dd1a09bcaa41c94fb689411a9faa9d4f/quantizeml-0.17.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.17.0
2026-07-09T15:58:34,175   Found link https://files.pythonhosted.org/packages/b3/13/cfa2910be267f542b95a3b92bd646b2097bab9f33164a3268ecdb931742e/quantizeml-0.17.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.17.1
2026-07-09T15:58:34,176   Found link https://files.pythonhosted.org/packages/b9/13/aa7f8be2b931e4f42f3b7e8cfcd9301d6fe49c5bb9908f186ed2eecce628/quantizeml-0.18.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.18.0
2026-07-09T15:58:34,177   Found link https://files.pythonhosted.org/packages/52/16/29f6409f6d9e1f6f503eb9223de129e42117fb30ab464dcb0264b21e4142/quantizeml-0.18.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.18.1
2026-07-09T15:58:34,178   Found link https://files.pythonhosted.org/packages/df/e5/112ff3cea0fb42ee0de9e22ba8db4fb67c5e59d16cb6cca38d13b2ee8399/quantizeml-0.19.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.9), version: 0.19.0
2026-07-09T15:58:34,179   Found link https://files.pythonhosted.org/packages/46/ab/189f8fb85e6b06c6c1e3579d39178b8abe7c4f868a8d00bdbaa07a189412/quantizeml-1.0.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.10), version: 1.0.1
2026-07-09T15:58:34,180   Found link https://files.pythonhosted.org/packages/6c/bd/6c69e0991db0e338f71994d443ec85f8956d2fb07638a62b3603d7fb9777/quantizeml-1.1.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.10), version: 1.1.1
2026-07-09T15:58:34,181   Found link https://files.pythonhosted.org/packages/cf/c9/e49171a242c693d551eb5d9499ebcf676c6d8bbf83d6f96b082c30f914c7/quantizeml-1.2.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.10), version: 1.2.3
2026-07-09T15:58:34,181   Found link https://files.pythonhosted.org/packages/b0/1d/2a73290f174177cb76639b47aca3f2689e89f2b7b3e909f52764ce4a9369/quantizeml-1.2.4.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.10), version: 1.2.4
2026-07-09T15:58:34,182 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/
2026-07-09T15:58:34,183 Getting page https://www.piwheels.org/simple/quantizeml/
2026-07-09T15:58:34,185 Found index url https://www.piwheels.org/simple
2026-07-09T15:58:34,485 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html
2026-07-09T15:58:34,502   Skipping link: No binaries permitted for quantizeml: https://archive1.piwheels.org/simple/quantizeml/quantizeml-1.2.3-py3-none-any.whl#sha256=edf3ef282b0ad5db2086eaccc75ebb94f41ac199a52207191c7b25fa86246a36 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.10)
2026-07-09T15:58:34,503   Skipping link: No binaries permitted for quantizeml: https://archive1.piwheels.org/simple/quantizeml/quantizeml-1.1.1-py3-none-any.whl#sha256=38dd638ec24441d9ace868c42e870766946f597fdc1b2006c6599064fde8bf87 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.10)
2026-07-09T15:58:34,503   Skipping link: No binaries permitted for quantizeml: https://archive1.piwheels.org/simple/quantizeml/quantizeml-1.0.1-py3-none-any.whl#sha256=873a3cfbea85bdc929c242340de3e66a7170085d8663dc91cbda9f84fa735ffc (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.10)
2026-07-09T15:58:34,504   Skipping link: No binaries permitted for quantizeml: https://archive1.piwheels.org/simple/quantizeml/quantizeml-0.19.0-py3-none-any.whl#sha256=a4b0a39a7e3009ed61841bc480bb9c1f475f17fd61c5f541827745344136f860 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.9)
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2026-07-09T15:58:34,534 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/
2026-07-09T15:58:34,534 Skipping link: not a file: https://pypi.org/simple/quantizeml/
2026-07-09T15:58:34,561 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates
2026-07-09T15:58:34,580 Collecting quantizeml==1.2.4
2026-07-09T15:58:34,582   Created temporary directory: /tmp/pip-unpack-hol91q9c
2026-07-09T15:58:34,913   Downloading quantizeml-1.2.4.tar.gz (179 kB)
2026-07-09T15:58:35,377   Added quantizeml==1.2.4 from https://files.pythonhosted.org/packages/b0/1d/2a73290f174177cb76639b47aca3f2689e89f2b7b3e909f52764ce4a9369/quantizeml-1.2.4.tar.gz to build tracker '/tmp/pip-build-tracker-u38kktzu'
2026-07-09T15:58:35,382   Created temporary directory: /tmp/pip-build-env-7d7ir8jp
2026-07-09T15:58:35,388   Installing build dependencies: started
2026-07-09T15:58:35,389   Running command pip subprocess to install build dependencies
2026-07-09T15:58:36,547   Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11)
2026-07-09T15:58:36,955   DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453
2026-07-09T15:58:36,977   Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2026-07-09T15:58:38,972   Collecting setuptools>=61
2026-07-09T15:58:38,973     Obtaining dependency information for setuptools>=61 from https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl.metadata
2026-07-09T15:58:38,988     Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl.metadata (6.6 kB)
2026-07-09T15:58:39,253   Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl (1.0 MB)
2026-07-09T15:58:39,355   Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl (1.0 MB)
2026-07-09T15:58:42,099   Installing collected packages: setuptools
2026-07-09T15:58:45,190   Successfully installed setuptools-83.0.0
2026-07-09T15:58:45,465   Installing build dependencies: finished with status 'done'
2026-07-09T15:58:45,471   Getting requirements to build wheel: started
2026-07-09T15:58:45,473   Running command Getting requirements to build wheel
2026-07-09T15:58:46,111   running egg_info
2026-07-09T15:58:46,117   writing quantizeml.egg-info/PKG-INFO
2026-07-09T15:58:46,124   writing dependency_links to quantizeml.egg-info/dependency_links.txt
2026-07-09T15:58:46,125   writing entry points to quantizeml.egg-info/entry_points.txt
2026-07-09T15:58:46,129   writing requirements to quantizeml.egg-info/requires.txt
2026-07-09T15:58:46,130   writing top-level names to quantizeml.egg-info/top_level.txt
2026-07-09T15:58:46,178   reading manifest file 'quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:46,188   reading manifest template 'MANIFEST.in'
2026-07-09T15:58:46,189   adding license file 'LICENSE'
2026-07-09T15:58:46,199   writing manifest file 'quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:46,289   Getting requirements to build wheel: finished with status 'done'
2026-07-09T15:58:46,292   Created temporary directory: /tmp/pip-modern-metadata-twsm6zu9
2026-07-09T15:58:46,294   Preparing metadata (pyproject.toml): started
2026-07-09T15:58:46,296   Running command Preparing metadata (pyproject.toml)
2026-07-09T15:58:46,878   running dist_info
2026-07-09T15:58:46,889   creating /tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info
2026-07-09T15:58:46,890   writing /tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/PKG-INFO
2026-07-09T15:58:46,896   writing dependency_links to /tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/dependency_links.txt
2026-07-09T15:58:46,897   writing entry points to /tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/entry_points.txt
2026-07-09T15:58:46,900   writing requirements to /tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/requires.txt
2026-07-09T15:58:46,901   writing top-level names to /tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/top_level.txt
2026-07-09T15:58:46,902   writing manifest file '/tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:46,945   reading manifest file '/tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:46,947   reading manifest template 'MANIFEST.in'
2026-07-09T15:58:46,948   adding license file 'LICENSE'
2026-07-09T15:58:46,955   writing manifest file '/tmp/pip-modern-metadata-twsm6zu9/quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:46,956   creating '/tmp/pip-modern-metadata-twsm6zu9/quantizeml-1.2.4.dist-info'
2026-07-09T15:58:47,084   Preparing metadata (pyproject.toml): finished with status 'done'
2026-07-09T15:58:47,089   Source in /tmp/pip-wheel-shaeenx9/quantizeml_b284f1a855364c7a8e37c3e2b0a08e9d has version 1.2.4, which satisfies requirement quantizeml==1.2.4 from https://files.pythonhosted.org/packages/b0/1d/2a73290f174177cb76639b47aca3f2689e89f2b7b3e909f52764ce4a9369/quantizeml-1.2.4.tar.gz
2026-07-09T15:58:47,090   Removed quantizeml==1.2.4 from https://files.pythonhosted.org/packages/b0/1d/2a73290f174177cb76639b47aca3f2689e89f2b7b3e909f52764ce4a9369/quantizeml-1.2.4.tar.gz from build tracker '/tmp/pip-build-tracker-u38kktzu'
2026-07-09T15:58:47,095 Created temporary directory: /tmp/pip-unpack-2yczzess
2026-07-09T15:58:47,096 Building wheels for collected packages: quantizeml
2026-07-09T15:58:47,101   Created temporary directory: /tmp/pip-wheel-2juil_9m
2026-07-09T15:58:47,101   Destination directory: /tmp/pip-wheel-2juil_9m
2026-07-09T15:58:47,104   Building wheel for quantizeml (pyproject.toml): started
2026-07-09T15:58:47,105   Running command Building wheel for quantizeml (pyproject.toml)
2026-07-09T15:58:47,674   running bdist_wheel
2026-07-09T15:58:47,703   running build
2026-07-09T15:58:47,704   running build_py
2026-07-09T15:58:47,713   creating build/lib/quantizeml
2026-07-09T15:58:47,715   copying quantizeml/cli.py -> build/lib/quantizeml
2026-07-09T15:58:47,718   copying quantizeml/model_io.py -> build/lib/quantizeml
2026-07-09T15:58:47,719   copying quantizeml/__init__.py -> build/lib/quantizeml
2026-07-09T15:58:47,721   copying quantizeml/random.py -> build/lib/quantizeml
2026-07-09T15:58:47,723   copying quantizeml/version.py -> build/lib/quantizeml
2026-07-09T15:58:47,726   creating build/lib/quantizeml/layers
2026-07-09T15:58:47,727   copying quantizeml/layers/pleiades.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,731   copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,740   copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,750   copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,761   copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,768   copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,773   copying quantizeml/layers/quantizer_layers.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,777   copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,782   copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,785   copying quantizeml/layers/extract_token.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,788   copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,790   copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,792   copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,794   copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,797   copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,798   copying quantizeml/layers/observer.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,801   copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,803   copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,804   copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers
2026-07-09T15:58:47,808   creating build/lib/quantizeml/analysis
2026-07-09T15:58:47,808   copying quantizeml/analysis/kernel_distribution.py -> build/lib/quantizeml/analysis
2026-07-09T15:58:47,811   copying quantizeml/analysis/cli.py -> build/lib/quantizeml/analysis
2026-07-09T15:58:47,813   copying quantizeml/analysis/quantization_error_api.py -> build/lib/quantizeml/analysis
2026-07-09T15:58:47,815   copying quantizeml/analysis/__init__.py -> build/lib/quantizeml/analysis
2026-07-09T15:58:47,817   creating build/lib/quantizeml/tensors
2026-07-09T15:58:47,818   copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors
2026-07-09T15:58:47,821   copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors
2026-07-09T15:58:47,823   copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors
2026-07-09T15:58:47,827   copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors
2026-07-09T15:58:47,834   creating build/lib/quantizeml/models
2026-07-09T15:58:47,837   copying quantizeml/models/shape.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,840   copying quantizeml/models/record.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,843   copying quantizeml/models/utils.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,845   copying quantizeml/models/__init__.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,847   copying quantizeml/models/reset_buffers.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,850   copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,854   copying quantizeml/models/random.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,856   copying quantizeml/models/quantize.py -> build/lib/quantizeml/models
2026-07-09T15:58:47,860   creating build/lib/quantizeml/onnx_support
2026-07-09T15:58:47,861   copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support
2026-07-09T15:58:47,862   copying quantizeml/onnx_support/random.py -> build/lib/quantizeml/onnx_support
2026-07-09T15:58:47,865   creating build/lib/quantizeml/debugging
2026-07-09T15:58:47,866   copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging
2026-07-09T15:58:47,868   copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging
2026-07-09T15:58:47,870   creating build/lib/quantizeml/layers/quantizers
2026-07-09T15:58:47,872   copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers
2026-07-09T15:58:47,874   copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers
2026-07-09T15:58:47,876   copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers
2026-07-09T15:58:47,878   copying quantizeml/layers/quantizers/base_quantizer.py -> build/lib/quantizeml/layers/quantizers
2026-07-09T15:58:47,880   copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers
2026-07-09T15:58:47,883   creating build/lib/quantizeml/layers/reshaping
2026-07-09T15:58:47,884   copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping
2026-07-09T15:58:47,886   copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping
2026-07-09T15:58:47,888   copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping
2026-07-09T15:58:47,889   copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping
2026-07-09T15:58:47,892   creating build/lib/quantizeml/analysis/tools
2026-07-09T15:58:47,893   copying quantizeml/analysis/tools/__init__.py -> build/lib/quantizeml/analysis/tools
2026-07-09T15:58:47,894   copying quantizeml/analysis/tools/metrics.py -> build/lib/quantizeml/analysis/tools
2026-07-09T15:58:47,897   copying quantizeml/analysis/tools/extractor.py -> build/lib/quantizeml/analysis/tools
2026-07-09T15:58:47,898   copying quantizeml/analysis/tools/decorators.py -> build/lib/quantizeml/analysis/tools
2026-07-09T15:58:47,901   creating build/lib/quantizeml/analysis/quantization_error
2026-07-09T15:58:47,902   copying quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error
2026-07-09T15:58:47,904   copying quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error
2026-07-09T15:58:47,907   copying quantizeml/analysis/quantization_error/common.py -> build/lib/quantizeml/analysis/quantization_error
2026-07-09T15:58:47,909   copying quantizeml/analysis/quantization_error/__init__.py -> build/lib/quantizeml/analysis/quantization_error
2026-07-09T15:58:47,911   creating build/lib/quantizeml/tensors/tf_dispatch
2026-07-09T15:58:47,912   copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch
2026-07-09T15:58:47,915   copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch
2026-07-09T15:58:47,916   copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch
2026-07-09T15:58:47,919   copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch
2026-07-09T15:58:47,922   creating build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,923   copying quantizeml/models/transforms/activation_maxpool.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,925   copying quantizeml/models/transforms/replace_activations.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,927   copying quantizeml/models/transforms/split_layers_with_activations.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,929   copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,932   copying quantizeml/models/transforms/split_dw_layers.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,933   copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,936   copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,938   copying quantizeml/models/transforms/split_concat_layers.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,940   copying quantizeml/models/transforms/convert_even_to_odd_kernel.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,942   copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,945   copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,947   copying quantizeml/models/transforms/reconstruct_hard_silu.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,949   copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,951   copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,953   copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,956   copying quantizeml/models/transforms/replace_conv3d.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,958   copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,960   copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,962   copying quantizeml/models/transforms/insert_identity_convs.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,965   copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms
2026-07-09T15:58:47,968   creating build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,969   copying quantizeml/onnx_support/layers/conv2dtranspose.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,971   copying quantizeml/onnx_support/layers/buffer_temp_conv.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,974   copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,976   copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,978   copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,980   copying quantizeml/onnx_support/layers/layer_compatibility.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,983   copying quantizeml/onnx_support/layers/set_weights.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,985   copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,987   copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,989   copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,992   copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,994   copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,996   copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers
2026-07-09T15:58:47,999   creating build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,001   copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,003   copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,006   copying quantizeml/onnx_support/quantization/shape.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,008   copying quantizeml/onnx_support/quantization/model.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,010   copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,012   copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,014   copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,017   creating build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,018   copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,020   copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,022   copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,023   copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,025   copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,027   copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,029   creating build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,030   copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,032   copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,034   copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,035   copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,037   copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,039   copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,041   copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,043   creating build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,044   copying quantizeml/onnx_support/quantization/core/input_scale.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,046   copying quantizeml/onnx_support/quantization/core/aligned_weights.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,048   copying quantizeml/onnx_support/quantization/core/outputs.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,050   copying quantizeml/onnx_support/quantization/core/__init__.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,052   copying quantizeml/onnx_support/quantization/core/numpy_helpers.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,053   copying quantizeml/onnx_support/quantization/core/activations.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,055   copying quantizeml/onnx_support/quantization/core/weights.py -> build/lib/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,058   creating build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,060   copying quantizeml/onnx_support/quantization/transforms/replace_activations.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,062   copying quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,064   copying quantizeml/onnx_support/quantization/transforms/align_rescaling.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,067   copying quantizeml/onnx_support/quantization/transforms/clone_shared_inputs.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,068   copying quantizeml/onnx_support/quantization/transforms/reorder_ops.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,071   copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,073   copying quantizeml/onnx_support/quantization/transforms/convert_avg_and_rmean_to_gap.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,075   copying quantizeml/onnx_support/quantization/transforms/split_dw_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,077   copying quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,080   copying quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,082   copying quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,084   copying quantizeml/onnx_support/quantization/transforms/utils.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,085   copying quantizeml/onnx_support/quantization/transforms/split_concat_and_sum_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,087   copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,089   copying quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,091   copying quantizeml/onnx_support/quantization/transforms/reduce_math_constant_ops.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,093   copying quantizeml/onnx_support/quantization/transforms/replace_conv3d.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,095   copying quantizeml/onnx_support/quantization/transforms/unify_pads_format.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,098   copying quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,100   copying quantizeml/onnx_support/quantization/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,102   copying quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,104   copying quantizeml/onnx_support/quantization/transforms/insert_identity_convs.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,106   copying quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,108   copying quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,110   copying quantizeml/onnx_support/quantization/transforms/convert_reshape_to_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,112   copying quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/lib/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,144   installing to build/bdist.linux-armv7l/wheel
2026-07-09T15:58:48,145   running install
2026-07-09T15:58:48,167   running install_lib
2026-07-09T15:58:48,175   creating build/bdist.linux-armv7l/wheel
2026-07-09T15:58:48,177   creating build/bdist.linux-armv7l/wheel/quantizeml
2026-07-09T15:58:48,179   creating build/bdist.linux-armv7l/wheel/quantizeml/layers
2026-07-09T15:58:48,180   copying build/lib/quantizeml/layers/pleiades.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,182   copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,184   copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,187   copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,189   copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,192   creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers
2026-07-09T15:58:48,193   copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers
2026-07-09T15:58:48,195   copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers
2026-07-09T15:58:48,198   copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers
2026-07-09T15:58:48,199   copying build/lib/quantizeml/layers/quantizers/base_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers
2026-07-09T15:58:48,201   copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers
2026-07-09T15:58:48,203   copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,205   copying build/lib/quantizeml/layers/quantizer_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,207   copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,209   copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,211   copying build/lib/quantizeml/layers/extract_token.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,212   copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,215   copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,216   copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,219   copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,221   copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,223   copying build/lib/quantizeml/layers/observer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,225   copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,228   creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping
2026-07-09T15:58:48,229   copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping
2026-07-09T15:58:48,231   copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping
2026-07-09T15:58:48,232   copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping
2026-07-09T15:58:48,234   copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping
2026-07-09T15:58:48,236   copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,238   copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers
2026-07-09T15:58:48,240   copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml
2026-07-09T15:58:48,243   copying build/lib/quantizeml/model_io.py -> build/bdist.linux-armv7l/wheel/./quantizeml
2026-07-09T15:58:48,245   copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml
2026-07-09T15:58:48,247   creating build/bdist.linux-armv7l/wheel/quantizeml/analysis
2026-07-09T15:58:48,248   copying build/lib/quantizeml/analysis/kernel_distribution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis
2026-07-09T15:58:48,251   creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/tools
2026-07-09T15:58:48,252   copying build/lib/quantizeml/analysis/tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools
2026-07-09T15:58:48,253   copying build/lib/quantizeml/analysis/tools/metrics.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools
2026-07-09T15:58:48,256   copying build/lib/quantizeml/analysis/tools/extractor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools
2026-07-09T15:58:48,257   copying build/lib/quantizeml/analysis/tools/decorators.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools
2026-07-09T15:58:48,259   copying build/lib/quantizeml/analysis/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis
2026-07-09T15:58:48,261   copying build/lib/quantizeml/analysis/quantization_error_api.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis
2026-07-09T15:58:48,263   copying build/lib/quantizeml/analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis
2026-07-09T15:58:48,265   creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/quantization_error
2026-07-09T15:58:48,266   copying build/lib/quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error
2026-07-09T15:58:48,269   copying build/lib/quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error
2026-07-09T15:58:48,271   copying build/lib/quantizeml/analysis/quantization_error/common.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error
2026-07-09T15:58:48,273   copying build/lib/quantizeml/analysis/quantization_error/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error
2026-07-09T15:58:48,275   creating build/bdist.linux-armv7l/wheel/quantizeml/tensors
2026-07-09T15:58:48,277   creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch
2026-07-09T15:58:48,279   copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch
2026-07-09T15:58:48,285   copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch
2026-07-09T15:58:48,287   copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch
2026-07-09T15:58:48,290   copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch
2026-07-09T15:58:48,294   copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors
2026-07-09T15:58:48,297   copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors
2026-07-09T15:58:48,300   copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors
2026-07-09T15:58:48,303   copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors
2026-07-09T15:58:48,307   copying build/lib/quantizeml/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml
2026-07-09T15:58:48,310   creating build/bdist.linux-armv7l/wheel/quantizeml/models
2026-07-09T15:58:48,312   copying build/lib/quantizeml/models/shape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,315   copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,318   copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,320   copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,323   copying build/lib/quantizeml/models/reset_buffers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,325   copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,329   copying build/lib/quantizeml/models/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,331   copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models
2026-07-09T15:58:48,336   creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms
2026-07-09T15:58:48,337   copying build/lib/quantizeml/models/transforms/activation_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,340   copying build/lib/quantizeml/models/transforms/replace_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,342   copying build/lib/quantizeml/models/transforms/split_layers_with_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,345   copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,348   copying build/lib/quantizeml/models/transforms/split_dw_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,350   copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,353   copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,356   copying build/lib/quantizeml/models/transforms/split_concat_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,358   copying build/lib/quantizeml/models/transforms/convert_even_to_odd_kernel.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,362   copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,365   copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,367   copying build/lib/quantizeml/models/transforms/reconstruct_hard_silu.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,370   copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,374   copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,376   copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,378   copying build/lib/quantizeml/models/transforms/replace_conv3d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,381   copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,383   copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,385   copying build/lib/quantizeml/models/transforms/insert_identity_convs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,387   copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms
2026-07-09T15:58:48,389   copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/./quantizeml
2026-07-09T15:58:48,392   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support
2026-07-09T15:58:48,394   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers
2026-07-09T15:58:48,395   copying build/lib/quantizeml/onnx_support/layers/conv2dtranspose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,397   copying build/lib/quantizeml/onnx_support/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,400   copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,402   copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,405   copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,407   copying build/lib/quantizeml/onnx_support/layers/layer_compatibility.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,409   copying build/lib/quantizeml/onnx_support/layers/set_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,411   copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,413   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,414   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,416   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,418   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,420   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,421   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,423   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,425   copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops
2026-07-09T15:58:48,427   copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,429   copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,431   copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,434   copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,437   copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers
2026-07-09T15:58:48,440   copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support
2026-07-09T15:58:48,442   copying build/lib/quantizeml/onnx_support/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support
2026-07-09T15:58:48,444   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization
2026-07-09T15:58:48,445   copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,448   copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,450   copying build/lib/quantizeml/onnx_support/quantization/shape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,452   copying build/lib/quantizeml/onnx_support/quantization/model.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,455   copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,457   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,458   copying build/lib/quantizeml/onnx_support/quantization/core/input_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,460   copying build/lib/quantizeml/onnx_support/quantization/core/aligned_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,462   copying build/lib/quantizeml/onnx_support/quantization/core/outputs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,464   copying build/lib/quantizeml/onnx_support/quantization/core/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,466   copying build/lib/quantizeml/onnx_support/quantization/core/numpy_helpers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,468   copying build/lib/quantizeml/onnx_support/quantization/core/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,470   copying build/lib/quantizeml/onnx_support/quantization/core/weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core
2026-07-09T15:58:48,472   copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,475   copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization
2026-07-09T15:58:48,478   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,479   copying build/lib/quantizeml/onnx_support/quantization/transforms/replace_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,481   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,483   copying build/lib/quantizeml/onnx_support/quantization/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,486   copying build/lib/quantizeml/onnx_support/quantization/transforms/clone_shared_inputs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,487   copying build/lib/quantizeml/onnx_support/quantization/transforms/reorder_ops.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,490   copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,492   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_avg_and_rmean_to_gap.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,494   copying build/lib/quantizeml/onnx_support/quantization/transforms/split_dw_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,496   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,499   copying build/lib/quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,501   copying build/lib/quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,503   copying build/lib/quantizeml/onnx_support/quantization/transforms/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,505   copying build/lib/quantizeml/onnx_support/quantization/transforms/split_concat_and_sum_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,506   copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,508   copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,510   copying build/lib/quantizeml/onnx_support/quantization/transforms/reduce_math_constant_ops.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,512   copying build/lib/quantizeml/onnx_support/quantization/transforms/replace_conv3d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,514   copying build/lib/quantizeml/onnx_support/quantization/transforms/unify_pads_format.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,516   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,518   copying build/lib/quantizeml/onnx_support/quantization/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,520   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,522   copying build/lib/quantizeml/onnx_support/quantization/transforms/insert_identity_convs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,525   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,527   copying build/lib/quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,529   copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_reshape_to_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,531   copying build/lib/quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms
2026-07-09T15:58:48,533   creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,534   copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,536   copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,539   copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,540   copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,543   copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,544   copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools
2026-07-09T15:58:48,547   creating build/bdist.linux-armv7l/wheel/quantizeml/debugging
2026-07-09T15:58:48,548   copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging
2026-07-09T15:58:48,550   copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging
2026-07-09T15:58:48,552   running install_egg_info
2026-07-09T15:58:48,571   running egg_info
2026-07-09T15:58:48,576   writing quantizeml.egg-info/PKG-INFO
2026-07-09T15:58:48,581   writing dependency_links to quantizeml.egg-info/dependency_links.txt
2026-07-09T15:58:48,582   writing entry points to quantizeml.egg-info/entry_points.txt
2026-07-09T15:58:48,585   writing requirements to quantizeml.egg-info/requires.txt
2026-07-09T15:58:48,586   writing top-level names to quantizeml.egg-info/top_level.txt
2026-07-09T15:58:48,613   reading manifest file 'quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:48,622   reading manifest template 'MANIFEST.in'
2026-07-09T15:58:48,623   adding license file 'LICENSE'
2026-07-09T15:58:48,632   writing manifest file 'quantizeml.egg-info/SOURCES.txt'
2026-07-09T15:58:48,634   Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/./quantizeml-1.2.4-py3.11.egg-info
2026-07-09T15:58:48,646   running install_scripts
2026-07-09T15:58:48,657   creating build/bdist.linux-armv7l/wheel/quantizeml-1.2.4.dist-info/WHEEL
2026-07-09T15:58:48,660   creating '/tmp/pip-wheel-2juil_9m/.tmp-5p2vtvzs/quantizeml-1.2.4-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it
2026-07-09T15:58:48,663   adding 'quantizeml/__init__.py'
2026-07-09T15:58:48,665   adding 'quantizeml/cli.py'
2026-07-09T15:58:48,666   adding 'quantizeml/model_io.py'
2026-07-09T15:58:48,668   adding 'quantizeml/random.py'
2026-07-09T15:58:48,669   adding 'quantizeml/version.py'
2026-07-09T15:58:48,671   adding 'quantizeml/analysis/__init__.py'
2026-07-09T15:58:48,672   adding 'quantizeml/analysis/cli.py'
2026-07-09T15:58:48,674   adding 'quantizeml/analysis/kernel_distribution.py'
2026-07-09T15:58:48,676   adding 'quantizeml/analysis/quantization_error_api.py'
2026-07-09T15:58:48,677   adding 'quantizeml/analysis/quantization_error/__init__.py'
2026-07-09T15:58:48,679   adding 'quantizeml/analysis/quantization_error/common.py'
2026-07-09T15:58:48,681   adding 'quantizeml/analysis/quantization_error/keras_quantization_error.py'
2026-07-09T15:58:48,683   adding 'quantizeml/analysis/quantization_error/onnx_quantization_error.py'
2026-07-09T15:58:48,684   adding 'quantizeml/analysis/tools/__init__.py'
2026-07-09T15:58:48,686   adding 'quantizeml/analysis/tools/decorators.py'
2026-07-09T15:58:48,687   adding 'quantizeml/analysis/tools/extractor.py'
2026-07-09T15:58:48,689   adding 'quantizeml/analysis/tools/metrics.py'
2026-07-09T15:58:48,691   adding 'quantizeml/debugging/__init__.py'
2026-07-09T15:58:48,692   adding 'quantizeml/debugging/assertions.py'
2026-07-09T15:58:48,694   adding 'quantizeml/layers/__init__.py'
2026-07-09T15:58:48,696   adding 'quantizeml/layers/activations.py'
2026-07-09T15:58:48,698   adding 'quantizeml/layers/buffer_temp_conv.py'
2026-07-09T15:58:48,700   adding 'quantizeml/layers/convolution.py'
2026-07-09T15:58:48,702   adding 'quantizeml/layers/dense.py'
2026-07-09T15:58:48,704   adding 'quantizeml/layers/depthwise_convolution.py'
2026-07-09T15:58:48,706   adding 'quantizeml/layers/dropout.py'
2026-07-09T15:58:48,707   adding 'quantizeml/layers/extract_token.py'
2026-07-09T15:58:48,709   adding 'quantizeml/layers/layers_base.py'
2026-07-09T15:58:48,711   adding 'quantizeml/layers/multi_inbounds.py'
2026-07-09T15:58:48,713   adding 'quantizeml/layers/observer.py'
2026-07-09T15:58:48,714   adding 'quantizeml/layers/pleiades.py'
2026-07-09T15:58:48,716   adding 'quantizeml/layers/pooling.py'
2026-07-09T15:58:48,717   adding 'quantizeml/layers/quantization_params.py'
2026-07-09T15:58:48,719   adding 'quantizeml/layers/quantizer_layers.py'
2026-07-09T15:58:48,721   adding 'quantizeml/layers/recorders.py'
2026-07-09T15:58:48,722   adding 'quantizeml/layers/rescaling.py'
2026-07-09T15:58:48,724   adding 'quantizeml/layers/separable_convolution.py'
2026-07-09T15:58:48,726   adding 'quantizeml/layers/stateful_recurrent.py'
2026-07-09T15:58:48,728   adding 'quantizeml/layers/quantizers/__init__.py'
2026-07-09T15:58:48,729   adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py'
2026-07-09T15:58:48,730   adding 'quantizeml/layers/quantizers/base_quantizer.py'
2026-07-09T15:58:48,732   adding 'quantizeml/layers/quantizers/output_quantizer.py'
2026-07-09T15:58:48,733   adding 'quantizeml/layers/quantizers/weight_quantizer.py'
2026-07-09T15:58:48,735   adding 'quantizeml/layers/reshaping/__init__.py'
2026-07-09T15:58:48,736   adding 'quantizeml/layers/reshaping/flatten.py'
2026-07-09T15:58:48,737   adding 'quantizeml/layers/reshaping/permute.py'
2026-07-09T15:58:48,739   adding 'quantizeml/layers/reshaping/reshape.py'
2026-07-09T15:58:48,740   adding 'quantizeml/models/__init__.py'
2026-07-09T15:58:48,743   adding 'quantizeml/models/calibrate.py'
2026-07-09T15:58:48,747   adding 'quantizeml/models/quantize.py'
2026-07-09T15:58:48,748   adding 'quantizeml/models/random.py'
2026-07-09T15:58:48,750   adding 'quantizeml/models/record.py'
2026-07-09T15:58:48,751   adding 'quantizeml/models/reset_buffers.py'
2026-07-09T15:58:48,752   adding 'quantizeml/models/shape.py'
2026-07-09T15:58:48,754   adding 'quantizeml/models/utils.py'
2026-07-09T15:58:48,756   adding 'quantizeml/models/transforms/__init__.py'
2026-07-09T15:58:48,757   adding 'quantizeml/models/transforms/activation_maxpool.py'
2026-07-09T15:58:48,758   adding 'quantizeml/models/transforms/align_rescaling.py'
2026-07-09T15:58:48,760   adding 'quantizeml/models/transforms/conv_to_dw.py'
2026-07-09T15:58:48,761   adding 'quantizeml/models/transforms/convert_even_to_odd_kernel.py'
2026-07-09T15:58:48,763   adding 'quantizeml/models/transforms/fold_batchnorms.py'
2026-07-09T15:58:48,765   adding 'quantizeml/models/transforms/insert_identity_convs.py'
2026-07-09T15:58:48,767   adding 'quantizeml/models/transforms/insert_layer.py'
2026-07-09T15:58:48,768   adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py'
2026-07-09T15:58:48,770   adding 'quantizeml/models/transforms/reconstruct_hard_silu.py'
2026-07-09T15:58:48,771   adding 'quantizeml/models/transforms/remove_reshape.py'
2026-07-09T15:58:48,773   adding 'quantizeml/models/transforms/remove_zeropadding2d.py'
2026-07-09T15:58:48,774   adding 'quantizeml/models/transforms/replace_activations.py'
2026-07-09T15:58:48,777   adding 'quantizeml/models/transforms/replace_conv3d.py'
2026-07-09T15:58:48,779   adding 'quantizeml/models/transforms/replace_lambda.py'
2026-07-09T15:58:48,780   adding 'quantizeml/models/transforms/sanitize.py'
2026-07-09T15:58:48,782   adding 'quantizeml/models/transforms/split_concat_layers.py'
2026-07-09T15:58:48,783   adding 'quantizeml/models/transforms/split_dw_layers.py'
2026-07-09T15:58:48,785   adding 'quantizeml/models/transforms/split_layers_with_activations.py'
2026-07-09T15:58:48,787   adding 'quantizeml/models/transforms/transforms_utils.py'
2026-07-09T15:58:48,788   adding 'quantizeml/onnx_support/__init__.py'
2026-07-09T15:58:48,790   adding 'quantizeml/onnx_support/random.py'
2026-07-09T15:58:48,791   adding 'quantizeml/onnx_support/graph_tools/__init__.py'
2026-07-09T15:58:48,793   adding 'quantizeml/onnx_support/graph_tools/field.py'
2026-07-09T15:58:48,794   adding 'quantizeml/onnx_support/graph_tools/node.py'
2026-07-09T15:58:48,795   adding 'quantizeml/onnx_support/graph_tools/opset.py'
2026-07-09T15:58:48,797   adding 'quantizeml/onnx_support/graph_tools/tensor.py'
2026-07-09T15:58:48,798   adding 'quantizeml/onnx_support/graph_tools/variable.py'
2026-07-09T15:58:48,800   adding 'quantizeml/onnx_support/layers/__init__.py'
2026-07-09T15:58:48,802   adding 'quantizeml/onnx_support/layers/base_layer.py'
2026-07-09T15:58:48,804   adding 'quantizeml/onnx_support/layers/buffer_temp_conv.py'
2026-07-09T15:58:48,806   adding 'quantizeml/onnx_support/layers/compute_shapes.py'
2026-07-09T15:58:48,808   adding 'quantizeml/onnx_support/layers/conv2d.py'
2026-07-09T15:58:48,810   adding 'quantizeml/onnx_support/layers/conv2dtranspose.py'
2026-07-09T15:58:48,812   adding 'quantizeml/onnx_support/layers/dense.py'
2026-07-09T15:58:48,814   adding 'quantizeml/onnx_support/layers/depthwise2d.py'
2026-07-09T15:58:48,815   adding 'quantizeml/onnx_support/layers/layer_compatibility.py'
2026-07-09T15:58:48,816   adding 'quantizeml/onnx_support/layers/multi_inbounds.py'
2026-07-09T15:58:48,818   adding 'quantizeml/onnx_support/layers/quantizers.py'
2026-07-09T15:58:48,819   adding 'quantizeml/onnx_support/layers/register.py'
2026-07-09T15:58:48,820   adding 'quantizeml/onnx_support/layers/set_weights.py'
2026-07-09T15:58:48,822   adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py'
2026-07-09T15:58:48,824   adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py'
2026-07-09T15:58:48,825   adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py'
2026-07-09T15:58:48,826   adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py'
2026-07-09T15:58:48,827   adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py'
2026-07-09T15:58:48,829   adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py'
2026-07-09T15:58:48,830   adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py'
2026-07-09T15:58:48,832   adding 'quantizeml/onnx_support/quantization/__init__.py'
2026-07-09T15:58:48,833   adding 'quantizeml/onnx_support/quantization/calibration.py'
2026-07-09T15:58:48,835   adding 'quantizeml/onnx_support/quantization/data_reader.py'
2026-07-09T15:58:48,837   adding 'quantizeml/onnx_support/quantization/model.py'
2026-07-09T15:58:48,840   adding 'quantizeml/onnx_support/quantization/quantize.py'
2026-07-09T15:58:48,841   adding 'quantizeml/onnx_support/quantization/register_patterns.py'
2026-07-09T15:58:48,843   adding 'quantizeml/onnx_support/quantization/shape.py'
2026-07-09T15:58:48,844   adding 'quantizeml/onnx_support/quantization/core/__init__.py'
2026-07-09T15:58:48,846   adding 'quantizeml/onnx_support/quantization/core/activations.py'
2026-07-09T15:58:48,847   adding 'quantizeml/onnx_support/quantization/core/aligned_weights.py'
2026-07-09T15:58:48,848   adding 'quantizeml/onnx_support/quantization/core/input_scale.py'
2026-07-09T15:58:48,850   adding 'quantizeml/onnx_support/quantization/core/numpy_helpers.py'
2026-07-09T15:58:48,851   adding 'quantizeml/onnx_support/quantization/core/outputs.py'
2026-07-09T15:58:48,853   adding 'quantizeml/onnx_support/quantization/core/weights.py'
2026-07-09T15:58:48,855   adding 'quantizeml/onnx_support/quantization/transforms/__init__.py'
2026-07-09T15:58:48,857   adding 'quantizeml/onnx_support/quantization/transforms/align_rescaling.py'
2026-07-09T15:58:48,858   adding 'quantizeml/onnx_support/quantization/transforms/clone_shared_inputs.py'
2026-07-09T15:58:48,860   adding 'quantizeml/onnx_support/quantization/transforms/convert_avg_and_rmean_to_gap.py'
2026-07-09T15:58:48,861   adding 'quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py'
2026-07-09T15:58:48,863   adding 'quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py'
2026-07-09T15:58:48,864   adding 'quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py'
2026-07-09T15:58:48,866   adding 'quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py'
2026-07-09T15:58:48,867   adding 'quantizeml/onnx_support/quantization/transforms/convert_reshape_to_transpose.py'
2026-07-09T15:58:48,869   adding 'quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py'
2026-07-09T15:58:48,870   adding 'quantizeml/onnx_support/quantization/transforms/insert_identity_convs.py'
2026-07-09T15:58:48,872   adding 'quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py'
2026-07-09T15:58:48,873   adding 'quantizeml/onnx_support/quantization/transforms/invert_batchnorm_pooling.py'
2026-07-09T15:58:48,875   adding 'quantizeml/onnx_support/quantization/transforms/reduce_math_constant_ops.py'
2026-07-09T15:58:48,876   adding 'quantizeml/onnx_support/quantization/transforms/remove_reshape.py'
2026-07-09T15:58:48,878   adding 'quantizeml/onnx_support/quantization/transforms/reorder_ops.py'
2026-07-09T15:58:48,880   adding 'quantizeml/onnx_support/quantization/transforms/replace_activations.py'
2026-07-09T15:58:48,882   adding 'quantizeml/onnx_support/quantization/transforms/replace_conv3d.py'
2026-07-09T15:58:48,884   adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py'
2026-07-09T15:58:48,885   adding 'quantizeml/onnx_support/quantization/transforms/split_concat_and_sum_nodes.py'
2026-07-09T15:58:48,887   adding 'quantizeml/onnx_support/quantization/transforms/split_dw_nodes.py'
2026-07-09T15:58:48,888   adding 'quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py'
2026-07-09T15:58:48,889   adding 'quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py'
2026-07-09T15:58:48,891   adding 'quantizeml/onnx_support/quantization/transforms/unify_pads_format.py'
2026-07-09T15:58:48,892   adding 'quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py'
2026-07-09T15:58:48,894   adding 'quantizeml/onnx_support/quantization/transforms/utils.py'
2026-07-09T15:58:48,895   adding 'quantizeml/tensors/__init__.py'
2026-07-09T15:58:48,898   adding 'quantizeml/tensors/fixed_point.py'
2026-07-09T15:58:48,900   adding 'quantizeml/tensors/qfloat.py'
2026-07-09T15:58:48,902   adding 'quantizeml/tensors/qtensor.py'
2026-07-09T15:58:48,903   adding 'quantizeml/tensors/tf_dispatch/__init__.py'
2026-07-09T15:58:48,905   adding 'quantizeml/tensors/tf_dispatch/math.py'
2026-07-09T15:58:48,907   adding 'quantizeml/tensors/tf_dispatch/nn.py'
2026-07-09T15:58:48,910   adding 'quantizeml/tensors/tf_dispatch/reshaping.py'
2026-07-09T15:58:48,914   adding 'quantizeml-1.2.4.dist-info/licenses/LICENSE'
2026-07-09T15:58:48,915   adding 'quantizeml-1.2.4.dist-info/METADATA'
2026-07-09T15:58:48,916   adding 'quantizeml-1.2.4.dist-info/WHEEL'
2026-07-09T15:58:48,917   adding 'quantizeml-1.2.4.dist-info/entry_points.txt'
2026-07-09T15:58:48,918   adding 'quantizeml-1.2.4.dist-info/top_level.txt'
2026-07-09T15:58:48,920   adding 'quantizeml-1.2.4.dist-info/RECORD'
2026-07-09T15:58:48,926   removing build/bdist.linux-armv7l/wheel
2026-07-09T15:58:49,060   Building wheel for quantizeml (pyproject.toml): finished with status 'done'
2026-07-09T15:58:49,071   Created wheel for quantizeml: filename=quantizeml-1.2.4-py3-none-any.whl size=305890 sha256=32fc715377512bbfd1460f1abbbf19ba0803bfd6d0dff09eae34e50c9ee979b6
2026-07-09T15:58:49,073   Stored in directory: /tmp/pip-ephem-wheel-cache-x6oef40b/wheels/75/a7/11/6af84ab503fae22f3840a142cf1c75d9e09c0975269f831da6
2026-07-09T15:58:49,088 Successfully built quantizeml
2026-07-09T15:58:49,103 Removed build tracker: '/tmp/pip-build-tracker-u38kktzu'