2023-11-24T18:21:03,746 Created temporary directory: /tmp/pip-build-tracker-83e8mocu 2023-11-24T18:21:03,747 Initialized build tracking at /tmp/pip-build-tracker-83e8mocu 2023-11-24T18:21:03,748 Created build tracker: /tmp/pip-build-tracker-83e8mocu 2023-11-24T18:21:03,748 Entered build tracker: /tmp/pip-build-tracker-83e8mocu 2023-11-24T18:21:03,749 Created temporary directory: /tmp/pip-wheel-a0rffx41 2023-11-24T18:21:03,752 Created temporary directory: /tmp/pip-ephem-wheel-cache-_1phcy5b 2023-11-24T18:21:03,774 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-11-24T18:21:03,778 2 location(s) to search for versions of quantizeml: 2023-11-24T18:21:03,778 * https://pypi.org/simple/quantizeml/ 2023-11-24T18:21:03,778 * https://www.piwheels.org/simple/quantizeml/ 2023-11-24T18:21:03,779 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-11-24T18:21:03,780 Getting page https://pypi.org/simple/quantizeml/ 2023-11-24T18:21:03,781 Found index url https://pypi.org/simple/ 2023-11-24T18:21:04,005 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-11-24T18:21:04,012 Found link https://files.pythonhosted.org/packages/c9/cf/06f942f7e9c5127a1c45d1e99a77944800698530985679668b49e23454b6/quantizeml-0.0.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.1 2023-11-24T18:21:04,013 Found link https://files.pythonhosted.org/packages/c5/0e/e4dddac5590c45071afeff67a41eb59e9d67fd4999763fec97eacfe2028d/quantizeml-0.0.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.2 2023-11-24T18:21:04,014 Found link https://files.pythonhosted.org/packages/93/20/cd1bc2c8f57952fcd9efee1ed18fdec3a95b351991d6750d852482dd4fb6/quantizeml-0.0.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.3 2023-11-24T18:21:04,015 Found link https://files.pythonhosted.org/packages/70/8a/d3379f2d9edf7d49e93542e7a38cc69a6f971ee4fac0988a70e857b4d199/quantizeml-0.0.4.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.4 2023-11-24T18:21:04,016 Found link https://files.pythonhosted.org/packages/32/af/8a3861de3ed0bd6bb1df11886f29e3a5c7a4a53bc248cccc2cf6ade3143e/quantizeml-0.0.5.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.5 2023-11-24T18:21:04,017 Found link https://files.pythonhosted.org/packages/e6/8c/c8042ee87886e79640f250194a47bae35dd43ff407aa4f769075b57312ea/quantizeml-0.0.6.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.6 2023-11-24T18:21:04,018 Found link https://files.pythonhosted.org/packages/56/3d/d34a291a97e0f02e3156703d5cbb9663d5c65b194b919123cbae3affb449/quantizeml-0.0.7.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.7 2023-11-24T18:21:04,019 Found link https://files.pythonhosted.org/packages/88/83/7ff5999cfada45e5c4786789b21ede18abace982cf24ec28924a822690e8/quantizeml-0.0.8.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.8 2023-11-24T18:21:04,020 Found link https://files.pythonhosted.org/packages/c2/4e/92455b736d396190216258e9cb869b59d68a3140efe90f74cb1f71404c76/quantizeml-0.0.9.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.9 2023-11-24T18:21:04,021 Found link https://files.pythonhosted.org/packages/87/eb/dfbf2d5ef26fdab94a0ad454be4a3a5c35efe4b674effedc7ffcf22412e1/quantizeml-0.0.10.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.10 2023-11-24T18:21:04,022 Found link https://files.pythonhosted.org/packages/7d/aa/22361221d1337052e6f5d2816fc109836848e0e2b17672d033d419785b49/quantizeml-0.0.11.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.11 2023-11-24T18:21:04,023 Found link https://files.pythonhosted.org/packages/9b/4b/a85b4899da2c7dbaa30eb011967423d1cd3eaebeb513a2a7097233ac85cd/quantizeml-0.0.12.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.12 2023-11-24T18:21:04,024 Found link https://files.pythonhosted.org/packages/14/7f/498d558a7439259238622db73251837b2bfea10649b47d0ca09d838e2cef/quantizeml-0.0.13.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.13 2023-11-24T18:21:04,026 Found link https://files.pythonhosted.org/packages/ee/73/4b97e32c88aac3284709de80e3c3fa511c15ef29f442dc42712a1e70a70f/quantizeml-0.1.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.1.0 2023-11-24T18:21:04,026 Found link https://files.pythonhosted.org/packages/7b/be/5846d6442e932c5d1b9f2e21e8a93a63c6ee0625e3ba016ef1fffeeb3cfe/quantizeml-0.2.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.0 2023-11-24T18:21:04,027 Found link https://files.pythonhosted.org/packages/f8/3a/7ebf52ac9d43c9a916b0abc95f220efa6e284d57c55c0b702cf2e4e8ad10/quantizeml-0.2.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.1 2023-11-24T18:21:04,028 Found link https://files.pythonhosted.org/packages/3b/56/1974734ad276bd07cb76043f37ce52eacab0246a8c0fd416ec58e1f41dfa/quantizeml-0.3.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.0 2023-11-24T18:21:04,029 Found link https://files.pythonhosted.org/packages/f3/f3/58eb7759cbea1e802c306330422144214aa5ed751eb23e695da3aab6e56b/quantizeml-0.3.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.1 2023-11-24T18:21:04,030 Found link https://files.pythonhosted.org/packages/26/9e/ac0e64984d1a4ca232e2835ed15151951f268cb2e1cdbf70703c8f114ccb/quantizeml-0.4.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.0 2023-11-24T18:21:04,031 Found link https://files.pythonhosted.org/packages/93/52/1156eb594f140d43532dade7546d62588d2cb446f097d1d8a236b0e1a69b/quantizeml-0.4.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.1 2023-11-24T18:21:04,032 Found link https://files.pythonhosted.org/packages/bf/2e/3f23c2b62ed73bad3fdc7ebfcfb834fbb27f55f5c644370c2521cfa8ada5/quantizeml-0.4.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.2 2023-11-24T18:21:04,033 Found link https://files.pythonhosted.org/packages/18/96/967a3d6e1b8b62d079572282a396251d7bc009595ce4cac538d3bb254340/quantizeml-0.5.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.0 2023-11-24T18:21:04,034 Found link https://files.pythonhosted.org/packages/2d/46/befd79ddd5fbe71253b84c3182b9a034174429f2c43f905fce67b47ea2fa/quantizeml-0.5.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.1 2023-11-24T18:21:04,034 Found link https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.2 2023-11-24T18:21:04,036 Found link https://files.pythonhosted.org/packages/9a/26/31061b47d3a889e3a2bc93b34e7771e330e89466c21d9587ac543becad24/quantizeml-0.5.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.3 2023-11-24T18:21:04,036 Found link https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.0 2023-11-24T18:21:04,037 Found link https://files.pythonhosted.org/packages/26/27/ee6d8b63ed50853b466fd9926021919b00fb68b5ab79bd1c3aeb55ea4d22/quantizeml-0.6.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.1 2023-11-24T18:21:04,038 Found link https://files.pythonhosted.org/packages/36/fc/469b3eecea3e2c7bfbad0222ef874e7d009120ce8320bb58f3866be1d5a9/quantizeml-0.6.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.2 2023-11-24T18:21:04,039 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 2023-11-24T18:21:04,041 Found link https://files.pythonhosted.org/packages/eb/26/50c1182512c385f3573c662c9cda6b9a3608e5997ab8a9434bed30be85f1/quantizeml-0.7.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.0 2023-11-24T18:21:04,041 Found link https://files.pythonhosted.org/packages/e9/dd/34b2007d7dd74894674dc7ff80afba6010fafe7d19caf41759bef99c84cb/quantizeml-0.7.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.1 2023-11-24T18:21:04,042 Found link https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.2 2023-11-24T18:21:04,043 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-11-24T18:21:04,044 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-11-24T18:21:04,045 Found index url https://www.piwheels.org/simple/ 2023-11-24T18:21:04,213 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-11-24T18:21:04,222 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.0-py3-none-any.whl#sha256=1aeab2ddbb4a58845477c0c7218ec940896aedd8ca2e691ec4d98599ef2b74ad (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,222 Skipping link: No binaries permitted for quantizeml: 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https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.8-py3-none-any.whl#sha256=7bd6d142be94edd08949f5dfb38279aec4f0df313ac577b141e4d4d6a4cb3881 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,235 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.7-py3-none-any.whl#sha256=0b10f6c4003ff88f063c4b7724079ad211322e5b63efef042ba220cad5ed0718 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,236 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.6-py3-none-any.whl#sha256=b965c612eeacf1c052b8f6bdd0024f9027935f4336a01420cd01683f11e6fb84 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,236 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.5-py3-none-any.whl#sha256=7db99a9035bd59ef41e077b2c45088c43ad6f303f93a5c3d9df6da86105af6c3 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,237 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.4-py3-none-any.whl#sha256=9756280f4644e49376e89aaac370e568c02e862e9d2a6923647e623ea4dabe63 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,237 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.3-py3-none-any.whl#sha256=bf4a50d3d3edd38472698e2988362aea9b5f7d8c1ba43ab2d5e7338685b84ad7 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,238 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.2-py3-none-any.whl#sha256=ad8c32d016f8cd8ce8e18563319a3e9dd11a2ba6d92e2f8e2e4c5ec811a78c7e (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,238 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.1-py3-none-any.whl#sha256=55798c7383393cb104869dd97cdec5213c7f78045fbb89cbe4958c907d824d07 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-11-24T18:21:04,239 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-11-24T18:21:04,240 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-11-24T18:21:04,263 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-11-24T18:21:04,284 Collecting quantizeml==0.7.1 2023-11-24T18:21:04,286 Created temporary directory: /tmp/pip-unpack-9imb_e9s 2023-11-24T18:21:04,425 Downloading quantizeml-0.7.1.tar.gz (107 kB) 2023-11-24T18:21:04,715 Added quantizeml==0.7.1 from https://files.pythonhosted.org/packages/e9/dd/34b2007d7dd74894674dc7ff80afba6010fafe7d19caf41759bef99c84cb/quantizeml-0.7.1.tar.gz to build tracker '/tmp/pip-build-tracker-83e8mocu' 2023-11-24T18:21:04,717 Running setup.py (path:/tmp/pip-wheel-a0rffx41/quantizeml_1f745e4539cb49b08cf957c088a0402c/setup.py) egg_info for package quantizeml 2023-11-24T18:21:04,718 Created temporary directory: /tmp/pip-pip-egg-info-10j4fp1d 2023-11-24T18:21:04,719 Preparing metadata (setup.py): started 2023-11-24T18:21:04,720 Running command python setup.py egg_info 2023-11-24T18:21:05,777 running egg_info 2023-11-24T18:21:05,779 creating /tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info 2023-11-24T18:21:05,804 writing /tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/PKG-INFO 2023-11-24T18:21:05,807 writing dependency_links to /tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/dependency_links.txt 2023-11-24T18:21:05,808 writing entry points to /tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/entry_points.txt 2023-11-24T18:21:05,810 writing requirements to /tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/requires.txt 2023-11-24T18:21:05,811 writing top-level names to /tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/top_level.txt 2023-11-24T18:21:05,813 writing manifest file '/tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/SOURCES.txt' 2023-11-24T18:21:05,899 reading manifest file '/tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/SOURCES.txt' 2023-11-24T18:21:05,901 reading manifest template 'MANIFEST.in' 2023-11-24T18:21:05,902 adding license file 'LICENSE' 2023-11-24T18:21:05,906 writing manifest file '/tmp/pip-pip-egg-info-10j4fp1d/quantizeml.egg-info/SOURCES.txt' 2023-11-24T18:21:06,015 Preparing metadata (setup.py): finished with status 'done' 2023-11-24T18:21:06,019 Source in /tmp/pip-wheel-a0rffx41/quantizeml_1f745e4539cb49b08cf957c088a0402c has version 0.7.1, which satisfies requirement quantizeml==0.7.1 from https://files.pythonhosted.org/packages/e9/dd/34b2007d7dd74894674dc7ff80afba6010fafe7d19caf41759bef99c84cb/quantizeml-0.7.1.tar.gz 2023-11-24T18:21:06,019 Removed quantizeml==0.7.1 from https://files.pythonhosted.org/packages/e9/dd/34b2007d7dd74894674dc7ff80afba6010fafe7d19caf41759bef99c84cb/quantizeml-0.7.1.tar.gz from build tracker '/tmp/pip-build-tracker-83e8mocu' 2023-11-24T18:21:06,025 Created temporary directory: /tmp/pip-unpack-jh2m6qdy 2023-11-24T18:21:06,026 Created temporary directory: /tmp/pip-unpack-sst3c0pn 2023-11-24T18:21:06,034 Building wheels for collected packages: quantizeml 2023-11-24T18:21:06,039 Created temporary directory: /tmp/pip-wheel-3age2sfv 2023-11-24T18:21:06,039 Building wheel for quantizeml (setup.py): started 2023-11-24T18:21:06,040 Destination directory: /tmp/pip-wheel-3age2sfv 2023-11-24T18:21:06,041 Running command python setup.py bdist_wheel 2023-11-24T18:21:07,064 running bdist_wheel 2023-11-24T18:21:07,161 running build 2023-11-24T18:21:07,162 running build_py 2023-11-24T18:21:07,189 creating build 2023-11-24T18:21:07,190 creating build/lib 2023-11-24T18:21:07,190 creating build/lib/quantizeml 2023-11-24T18:21:07,192 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-11-24T18:21:07,193 copying quantizeml/cli.py -> build/lib/quantizeml 2023-11-24T18:21:07,196 copying quantizeml/version.py -> build/lib/quantizeml 2023-11-24T18:21:07,198 creating build/lib/quantizeml/debugging 2023-11-24T18:21:07,199 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-11-24T18:21:07,201 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-11-24T18:21:07,203 creating build/lib/quantizeml/models 2023-11-24T18:21:07,204 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-11-24T18:21:07,206 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-11-24T18:21:07,208 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-11-24T18:21:07,209 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-11-24T18:21:07,212 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-11-24T18:21:07,214 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-11-24T18:21:07,217 creating build/lib/quantizeml/tensors 2023-11-24T18:21:07,218 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-11-24T18:21:07,220 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-11-24T18:21:07,222 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-11-24T18:21:07,225 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-11-24T18:21:07,228 creating build/lib/quantizeml/layers 2023-11-24T18:21:07,229 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,231 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,233 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,235 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,237 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,240 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,242 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,244 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,247 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,249 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,250 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,253 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,254 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,257 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,259 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,262 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,264 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,266 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,268 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,270 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,272 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-11-24T18:21:07,275 creating build/lib/quantizeml/onnx_support 2023-11-24T18:21:07,276 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2023-11-24T18:21:07,278 creating build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,279 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,281 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,283 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,285 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,287 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,290 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,292 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,294 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,296 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,298 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,300 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,302 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2023-11-24T18:21:07,305 creating build/lib/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,306 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,309 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,311 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,313 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,316 creating build/lib/quantizeml/layers/quantizers 2023-11-24T18:21:07,317 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-11-24T18:21:07,320 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-24T18:21:07,321 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-11-24T18:21:07,323 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-24T18:21:07,325 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-11-24T18:21:07,328 creating build/lib/quantizeml/layers/reshaping 2023-11-24T18:21:07,329 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-11-24T18:21:07,331 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-11-24T18:21:07,333 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-11-24T18:21:07,335 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-11-24T18:21:07,337 creating build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,338 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,339 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,341 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,343 copying quantizeml/onnx_support/graph_tools/items.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,345 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,346 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,348 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,351 creating build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,352 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,354 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,355 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,358 copying quantizeml/onnx_support/quantization/fixed_point.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,359 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,362 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,364 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,365 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,368 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,370 creating build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,371 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,373 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,375 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,377 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,380 copying quantizeml/onnx_support/layers/node_constraints.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,382 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,383 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,385 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,388 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,390 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2023-11-24T18:21:07,393 creating build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,393 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,395 copying quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,397 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,399 copying quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,400 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,402 copying quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,405 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,406 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,408 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,410 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,411 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,413 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,415 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,417 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,452 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-11-24T18:21:07,452 !! 2023-11-24T18:21:07,453 ******************************************************************************** 2023-11-24T18:21:07,454 Please avoid running ``setup.py`` directly. 2023-11-24T18:21:07,454 Instead, use pypa/build, pypa/installer or other 2023-11-24T18:21:07,455 standards-based tools. 2023-11-24T18:21:07,456 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-11-24T18:21:07,457 ******************************************************************************** 2023-11-24T18:21:07,458 !! 2023-11-24T18:21:07,458 self.initialize_options() 2023-11-24T18:21:07,477 installing to build/bdist.linux-armv7l/wheel 2023-11-24T18:21:07,477 running install 2023-11-24T18:21:07,501 running install_lib 2023-11-24T18:21:07,530 creating build/bdist.linux-armv7l 2023-11-24T18:21:07,530 creating build/bdist.linux-armv7l/wheel 2023-11-24T18:21:07,532 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-11-24T18:21:07,533 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-24T18:21:07,535 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-24T18:21:07,537 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-24T18:21:07,538 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-24T18:21:07,541 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-11-24T18:21:07,543 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,544 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,546 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,547 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,549 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,551 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,553 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-11-24T18:21:07,556 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,557 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,559 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,561 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,563 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,565 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,568 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,570 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,572 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,574 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,576 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,578 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,580 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-11-24T18:21:07,582 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-24T18:21:07,583 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-24T18:21:07,585 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-24T18:21:07,587 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-24T18:21:07,590 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-11-24T18:21:07,592 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,593 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,596 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,598 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,600 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-11-24T18:21:07,604 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,605 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,607 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,609 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,611 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,613 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-24T18:21:07,614 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-24T18:21:07,616 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-24T18:21:07,618 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-24T18:21:07,620 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-24T18:21:07,623 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-11-24T18:21:07,625 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,627 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,629 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,632 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,634 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,636 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,638 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,640 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,642 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,644 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,646 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,649 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,651 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,654 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-24T18:21:07,654 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-24T18:21:07,656 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-24T18:21:07,659 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-24T18:21:07,661 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-11-24T18:21:07,662 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,664 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,666 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,668 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-11-24T18:21:07,671 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-11-24T18:21:07,672 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2023-11-24T18:21:07,674 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,675 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,677 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,679 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,681 copying build/lib/quantizeml/onnx_support/graph_tools/items.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,683 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,684 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,686 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2023-11-24T18:21:07,689 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,689 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,691 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,693 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,696 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,697 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,699 copying build/lib/quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,701 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,703 copying build/lib/quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,705 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,707 copying build/lib/quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2023-11-24T18:21:07,709 copying build/lib/quantizeml/onnx_support/quantization/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,711 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,713 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,715 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,717 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,720 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2023-11-24T18:21:07,722 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,723 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,725 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,726 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,728 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,730 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,732 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,734 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,736 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,738 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2023-11-24T18:21:07,740 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,742 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,744 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,746 copying build/lib/quantizeml/onnx_support/layers/node_constraints.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,748 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,750 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,753 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,755 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,758 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2023-11-24T18:21:07,760 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-11-24T18:21:07,761 running install_egg_info 2023-11-24T18:21:07,824 running egg_info 2023-11-24T18:21:07,848 writing quantizeml.egg-info/PKG-INFO 2023-11-24T18:21:07,851 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-11-24T18:21:07,853 writing entry points to quantizeml.egg-info/entry_points.txt 2023-11-24T18:21:07,854 writing requirements to quantizeml.egg-info/requires.txt 2023-11-24T18:21:07,855 writing top-level names to quantizeml.egg-info/top_level.txt 2023-11-24T18:21:07,890 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-11-24T18:21:07,894 reading manifest template 'MANIFEST.in' 2023-11-24T18:21:07,895 adding license file 'LICENSE' 2023-11-24T18:21:07,900 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-11-24T18:21:07,902 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.7.1-py3.11.egg-info 2023-11-24T18:21:07,914 running install_scripts 2023-11-24T18:21:07,929 creating build/bdist.linux-armv7l/wheel/quantizeml-0.7.1.dist-info/WHEEL 2023-11-24T18:21:07,931 creating '/tmp/pip-wheel-3age2sfv/quantizeml-0.7.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-11-24T18:21:07,934 adding 'quantizeml/__init__.py' 2023-11-24T18:21:07,936 adding 'quantizeml/cli.py' 2023-11-24T18:21:07,937 adding 'quantizeml/version.py' 2023-11-24T18:21:07,939 adding 'quantizeml/debugging/__init__.py' 2023-11-24T18:21:07,940 adding 'quantizeml/debugging/assertions.py' 2023-11-24T18:21:07,942 adding 'quantizeml/layers/__init__.py' 2023-11-24T18:21:07,944 adding 'quantizeml/layers/activations.py' 2023-11-24T18:21:07,945 adding 'quantizeml/layers/attention.py' 2023-11-24T18:21:07,947 adding 'quantizeml/layers/batch_normalization.py' 2023-11-24T18:21:07,949 adding 'quantizeml/layers/buffer_temp_conv.py' 2023-11-24T18:21:07,951 adding 'quantizeml/layers/convolution.py' 2023-11-24T18:21:07,952 adding 'quantizeml/layers/dense.py' 2023-11-24T18:21:07,954 adding 'quantizeml/layers/depthwise_convolution.py' 2023-11-24T18:21:07,955 adding 'quantizeml/layers/dropout.py' 2023-11-24T18:21:07,957 adding 'quantizeml/layers/layers_base.py' 2023-11-24T18:21:07,959 adding 'quantizeml/layers/multi_inbounds.py' 2023-11-24T18:21:07,961 adding 'quantizeml/layers/normalization.py' 2023-11-24T18:21:07,962 adding 'quantizeml/layers/output_observer.py' 2023-11-24T18:21:07,964 adding 'quantizeml/layers/pooling.py' 2023-11-24T18:21:07,965 adding 'quantizeml/layers/quantization_params.py' 2023-11-24T18:21:07,967 adding 'quantizeml/layers/recorders.py' 2023-11-24T18:21:07,968 adding 'quantizeml/layers/rescaling.py' 2023-11-24T18:21:07,969 adding 'quantizeml/layers/separable_convolution.py' 2023-11-24T18:21:07,971 adding 'quantizeml/layers/shiftmax.py' 2023-11-24T18:21:07,973 adding 'quantizeml/layers/stateful_recurrent.py' 2023-11-24T18:21:07,975 adding 'quantizeml/layers/vit.py' 2023-11-24T18:21:07,977 adding 'quantizeml/layers/quantizers/__init__.py' 2023-11-24T18:21:07,978 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-11-24T18:21:07,980 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-11-24T18:21:07,981 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-11-24T18:21:07,983 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-11-24T18:21:07,985 adding 'quantizeml/layers/reshaping/__init__.py' 2023-11-24T18:21:07,986 adding 'quantizeml/layers/reshaping/flatten.py' 2023-11-24T18:21:07,987 adding 'quantizeml/layers/reshaping/permute.py' 2023-11-24T18:21:07,988 adding 'quantizeml/layers/reshaping/reshape.py' 2023-11-24T18:21:07,990 adding 'quantizeml/models/__init__.py' 2023-11-24T18:21:07,993 adding 'quantizeml/models/calibrate.py' 2023-11-24T18:21:07,994 adding 'quantizeml/models/check_quantization.py' 2023-11-24T18:21:07,997 adding 'quantizeml/models/quantize.py' 2023-11-24T18:21:07,999 adding 'quantizeml/models/record.py' 2023-11-24T18:21:08,000 adding 'quantizeml/models/utils.py' 2023-11-24T18:21:08,002 adding 'quantizeml/models/transforms/__init__.py' 2023-11-24T18:21:08,003 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-11-24T18:21:08,005 adding 'quantizeml/models/transforms/conv_to_dw.py' 2023-11-24T18:21:08,007 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-11-24T18:21:08,008 adding 'quantizeml/models/transforms/insert_layer.py' 2023-11-24T18:21:08,010 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-11-24T18:21:08,011 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-11-24T18:21:08,013 adding 'quantizeml/models/transforms/remove_reshape.py' 2023-11-24T18:21:08,015 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-11-24T18:21:08,016 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-11-24T18:21:08,017 adding 'quantizeml/models/transforms/sanitize.py' 2023-11-24T18:21:08,019 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-11-24T18:21:08,020 adding 'quantizeml/onnx_support/__init__.py' 2023-11-24T18:21:08,022 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2023-11-24T18:21:08,023 adding 'quantizeml/onnx_support/graph_tools/field.py' 2023-11-24T18:21:08,024 adding 'quantizeml/onnx_support/graph_tools/items.py' 2023-11-24T18:21:08,026 adding 'quantizeml/onnx_support/graph_tools/node.py' 2023-11-24T18:21:08,027 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2023-11-24T18:21:08,028 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2023-11-24T18:21:08,030 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2023-11-24T18:21:08,031 adding 'quantizeml/onnx_support/layers/__init__.py' 2023-11-24T18:21:08,033 adding 'quantizeml/onnx_support/layers/base_layer.py' 2023-11-24T18:21:08,034 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2023-11-24T18:21:08,036 adding 'quantizeml/onnx_support/layers/conv2d.py' 2023-11-24T18:21:08,038 adding 'quantizeml/onnx_support/layers/dense.py' 2023-11-24T18:21:08,039 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2023-11-24T18:21:08,041 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2023-11-24T18:21:08,042 adding 'quantizeml/onnx_support/layers/node_constraints.py' 2023-11-24T18:21:08,044 adding 'quantizeml/onnx_support/layers/quantizers.py' 2023-11-24T18:21:08,045 adding 'quantizeml/onnx_support/layers/register.py' 2023-11-24T18:21:08,047 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2023-11-24T18:21:08,048 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2023-11-24T18:21:08,049 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2023-11-24T18:21:08,050 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2023-11-24T18:21:08,052 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2023-11-24T18:21:08,053 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2023-11-24T18:21:08,054 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2023-11-24T18:21:08,056 adding 'quantizeml/onnx_support/quantization/__init__.py' 2023-11-24T18:21:08,058 adding 'quantizeml/onnx_support/quantization/calibration.py' 2023-11-24T18:21:08,060 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2023-11-24T18:21:08,061 adding 'quantizeml/onnx_support/quantization/fixed_point.py' 2023-11-24T18:21:08,062 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2023-11-24T18:21:08,064 adding 'quantizeml/onnx_support/quantization/outputs.py' 2023-11-24T18:21:08,066 adding 'quantizeml/onnx_support/quantization/quantize.py' 2023-11-24T18:21:08,067 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2023-11-24T18:21:08,069 adding 'quantizeml/onnx_support/quantization/weights.py' 2023-11-24T18:21:08,070 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2023-11-24T18:21:08,072 adding 'quantizeml/onnx_support/quantization/transforms/clip_to_relu.py' 2023-11-24T18:21:08,073 adding 'quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py' 2023-11-24T18:21:08,075 adding 'quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py' 2023-11-24T18:21:08,076 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2023-11-24T18:21:08,077 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2023-11-24T18:21:08,079 adding 'quantizeml/tensors/__init__.py' 2023-11-24T18:21:08,082 adding 'quantizeml/tensors/fixed_point.py' 2023-11-24T18:21:08,084 adding 'quantizeml/tensors/qfloat.py' 2023-11-24T18:21:08,085 adding 'quantizeml/tensors/qtensor.py' 2023-11-24T18:21:08,087 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-11-24T18:21:08,088 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-11-24T18:21:08,091 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-11-24T18:21:08,093 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-11-24T18:21:08,096 adding 'quantizeml-0.7.1.dist-info/LICENSE' 2023-11-24T18:21:08,097 adding 'quantizeml-0.7.1.dist-info/METADATA' 2023-11-24T18:21:08,098 adding 'quantizeml-0.7.1.dist-info/WHEEL' 2023-11-24T18:21:08,099 adding 'quantizeml-0.7.1.dist-info/entry_points.txt' 2023-11-24T18:21:08,100 adding 'quantizeml-0.7.1.dist-info/top_level.txt' 2023-11-24T18:21:08,102 adding 'quantizeml-0.7.1.dist-info/RECORD' 2023-11-24T18:21:08,107 removing build/bdist.linux-armv7l/wheel 2023-11-24T18:21:08,245 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-11-24T18:21:08,250 Created wheel for quantizeml: filename=quantizeml-0.7.1-py3-none-any.whl size=187018 sha256=1e611ec237caf80854ef57e23a6d329a4059d99b00bde6c893f109928d8fe92b 2023-11-24T18:21:08,251 Stored in directory: /tmp/pip-ephem-wheel-cache-_1phcy5b/wheels/88/83/01/e36eca6feb2047899d159e14adb9d5e02b4349a4583db85fce 2023-11-24T18:21:08,263 Successfully built quantizeml 2023-11-24T18:21:08,272 Removed build tracker: '/tmp/pip-build-tracker-83e8mocu'