2023-07-18T09:27:04,607 Created temporary directory: /tmp/pip-build-tracker-i54r7z83 2023-07-18T09:27:04,610 Initialized build tracking at /tmp/pip-build-tracker-i54r7z83 2023-07-18T09:27:04,611 Created build tracker: /tmp/pip-build-tracker-i54r7z83 2023-07-18T09:27:04,611 Entered build tracker: /tmp/pip-build-tracker-i54r7z83 2023-07-18T09:27:04,612 Created temporary directory: /tmp/pip-wheel-vy3_1gch 2023-07-18T09:27:04,621 Created temporary directory: /tmp/pip-ephem-wheel-cache-wpp81nqh 2023-07-18T09:27:04,673 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-07-18T09:27:04,681 2 location(s) to search for versions of quantizeml: 2023-07-18T09:27:04,681 * https://pypi.org/simple/quantizeml/ 2023-07-18T09:27:04,681 * https://www.piwheels.org/simple/quantizeml/ 2023-07-18T09:27:04,682 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2023-07-18T09:27:04,683 Getting page https://pypi.org/simple/quantizeml/ 2023-07-18T09:27:04,687 Found index url https://pypi.org/simple/ 2023-07-18T09:27:04,882 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2023-07-18T09:27:04,896 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 2023-07-18T09:27:04,898 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 2023-07-18T09:27:04,899 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 2023-07-18T09:27:04,901 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 2023-07-18T09:27:04,902 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 2023-07-18T09:27:04,904 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 2023-07-18T09:27:04,905 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 2023-07-18T09:27:04,906 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 2023-07-18T09:27:04,908 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 2023-07-18T09:27:04,909 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 2023-07-18T09:27:04,911 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 2023-07-18T09:27:04,912 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 2023-07-18T09:27:04,914 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 2023-07-18T09:27:04,915 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 2023-07-18T09:27:04,917 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 2023-07-18T09:27:04,918 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 2023-07-18T09:27:04,920 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 2023-07-18T09:27:04,921 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 2023-07-18T09:27:04,923 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 2023-07-18T09:27:04,924 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 2023-07-18T09:27:04,925 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 2023-07-18T09:27:04,927 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 2023-07-18T09:27:04,928 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 2023-07-18T09:27:04,930 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 2023-07-18T09:27:04,931 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2023-07-18T09:27:04,932 Getting page https://www.piwheels.org/simple/quantizeml/ 2023-07-18T09:27:04,934 Found index url https://www.piwheels.org/simple/ 2023-07-18T09:27:05,162 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2023-07-18T09:27:05,181 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.5.1-py3-none-any.whl#sha256=05f16d3632a5313e29890f5b5f5a28f9efc3f53b896a5a0046d27506ff5fd67a (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-07-18T09:27:05,182 Skipping link: No binaries permitted for quantizeml: 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https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.4-py3-none-any.whl#sha256=9756280f4644e49376e89aaac370e568c02e862e9d2a6923647e623ea4dabe63 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2023-07-18T09:27:05,192 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) 2023-07-18T09:27:05,192 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) 2023-07-18T09:27:05,193 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) 2023-07-18T09:27:05,193 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2023-07-18T09:27:05,194 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2023-07-18T09:27:05,236 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2023-07-18T09:27:05,271 Collecting quantizeml==0.5.2 2023-07-18T09:27:05,276 Created temporary directory: /tmp/pip-unpack-aw2k7ll0 2023-07-18T09:27:05,460 Downloading quantizeml-0.5.2.tar.gz (67 kB) 2023-07-18T09:27:05,830 Added quantizeml==0.5.2 from https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz to build tracker '/tmp/pip-build-tracker-i54r7z83' 2023-07-18T09:27:05,833 Running setup.py (path:/tmp/pip-wheel-vy3_1gch/quantizeml_c72cb6590de544f2a03d1e81695e2e8d/setup.py) egg_info for package quantizeml 2023-07-18T09:27:05,834 Created temporary directory: /tmp/pip-pip-egg-info-uv86v0z_ 2023-07-18T09:27:05,835 Preparing metadata (setup.py): started 2023-07-18T09:27:05,837 Running command python setup.py egg_info 2023-07-18T09:27:07,351 running egg_info 2023-07-18T09:27:07,353 creating /tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info 2023-07-18T09:27:07,419 writing /tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/PKG-INFO 2023-07-18T09:27:07,424 writing dependency_links to /tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/dependency_links.txt 2023-07-18T09:27:07,427 writing entry points to /tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/entry_points.txt 2023-07-18T09:27:07,430 writing requirements to /tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/requires.txt 2023-07-18T09:27:07,432 writing top-level names to /tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/top_level.txt 2023-07-18T09:27:07,435 writing manifest file '/tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/SOURCES.txt' 2023-07-18T09:27:07,652 reading manifest file '/tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/SOURCES.txt' 2023-07-18T09:27:07,655 reading manifest template 'MANIFEST.in' 2023-07-18T09:27:07,657 adding license file 'LICENSE' 2023-07-18T09:27:07,667 writing manifest file '/tmp/pip-pip-egg-info-uv86v0z_/quantizeml.egg-info/SOURCES.txt' 2023-07-18T09:27:07,787 Preparing metadata (setup.py): finished with status 'done' 2023-07-18T09:27:07,800 Source in /tmp/pip-wheel-vy3_1gch/quantizeml_c72cb6590de544f2a03d1e81695e2e8d has version 0.5.2, which satisfies requirement quantizeml==0.5.2 from https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz 2023-07-18T09:27:07,801 Removed quantizeml==0.5.2 from https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz from build tracker '/tmp/pip-build-tracker-i54r7z83' 2023-07-18T09:27:07,816 Created temporary directory: /tmp/pip-unpack-0gdds4kx 2023-07-18T09:27:07,817 Building wheels for collected packages: quantizeml 2023-07-18T09:27:07,825 Created temporary directory: /tmp/pip-wheel-sgb8hp_o 2023-07-18T09:27:07,826 Building wheel for quantizeml (setup.py): started 2023-07-18T09:27:07,828 Destination directory: /tmp/pip-wheel-sgb8hp_o 2023-07-18T09:27:07,829 Running command python setup.py bdist_wheel 2023-07-18T09:27:09,460 running bdist_wheel 2023-07-18T09:27:10,185 running build 2023-07-18T09:27:10,185 running build_py 2023-07-18T09:27:10,259 creating build 2023-07-18T09:27:10,260 creating build/lib 2023-07-18T09:27:10,261 creating build/lib/quantizeml 2023-07-18T09:27:10,264 copying quantizeml/cli.py -> build/lib/quantizeml 2023-07-18T09:27:10,269 copying quantizeml/version.py -> build/lib/quantizeml 2023-07-18T09:27:10,273 copying quantizeml/__init__.py -> build/lib/quantizeml 2023-07-18T09:27:10,278 creating build/lib/quantizeml/tensors 2023-07-18T09:27:10,280 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2023-07-18T09:27:10,285 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2023-07-18T09:27:10,290 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2023-07-18T09:27:10,295 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2023-07-18T09:27:10,302 creating build/lib/quantizeml/layers 2023-07-18T09:27:10,304 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,309 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,314 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,318 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,322 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,326 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,329 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,333 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,337 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,342 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,346 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,351 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,356 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,360 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,364 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,368 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,372 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,376 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,380 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2023-07-18T09:27:10,386 creating build/lib/quantizeml/debugging 2023-07-18T09:27:10,388 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2023-07-18T09:27:10,392 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2023-07-18T09:27:10,397 creating build/lib/quantizeml/models 2023-07-18T09:27:10,399 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2023-07-18T09:27:10,404 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2023-07-18T09:27:10,408 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2023-07-18T09:27:10,413 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2023-07-18T09:27:10,418 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2023-07-18T09:27:10,421 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2023-07-18T09:27:10,426 creating build/lib/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,428 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,433 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,438 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,442 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,448 creating build/lib/quantizeml/layers/reshaping 2023-07-18T09:27:10,450 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2023-07-18T09:27:10,454 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2023-07-18T09:27:10,457 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2023-07-18T09:27:10,461 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2023-07-18T09:27:10,466 creating build/lib/quantizeml/layers/quantizers 2023-07-18T09:27:10,468 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-07-18T09:27:10,473 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2023-07-18T09:27:10,477 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-07-18T09:27:10,481 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2023-07-18T09:27:10,485 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2023-07-18T09:27:10,491 creating build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,493 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,497 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,502 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,506 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,511 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,514 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,518 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,522 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,526 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,530 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2023-07-18T09:27:10,622 /home/piwheels/.local/lib/python3.7/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-07-18T09:27:10,623 !! 2023-07-18T09:27:10,624 ******************************************************************************** 2023-07-18T09:27:10,624 Please avoid running ``setup.py`` directly. 2023-07-18T09:27:10,625 Instead, use pypa/build, pypa/installer, pypa/build or 2023-07-18T09:27:10,625 other standards-based tools. 2023-07-18T09:27:10,626 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-07-18T09:27:10,626 ******************************************************************************** 2023-07-18T09:27:10,627 !! 2023-07-18T09:27:10,627 self.initialize_options() 2023-07-18T09:27:10,690 installing to build/bdist.linux-armv7l/wheel 2023-07-18T09:27:10,690 running install 2023-07-18T09:27:10,751 running install_lib 2023-07-18T09:27:10,820 creating build/bdist.linux-armv7l 2023-07-18T09:27:10,821 creating build/bdist.linux-armv7l/wheel 2023-07-18T09:27:10,825 creating build/bdist.linux-armv7l/wheel/quantizeml 2023-07-18T09:27:10,828 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-07-18T09:27:10,830 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-07-18T09:27:10,835 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-07-18T09:27:10,840 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-07-18T09:27:10,846 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,848 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,854 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,859 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,863 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2023-07-18T09:27:10,867 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2023-07-18T09:27:10,872 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,874 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,878 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,883 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,888 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-07-18T09:27:10,890 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-07-18T09:27:10,895 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-07-18T09:27:10,899 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-07-18T09:27:10,903 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2023-07-18T09:27:10,907 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,911 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,915 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,919 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,923 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,928 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,934 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,938 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,943 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,948 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,953 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-07-18T09:27:10,955 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-07-18T09:27:10,960 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-07-18T09:27:10,964 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-07-18T09:27:10,968 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-07-18T09:27:10,972 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2023-07-18T09:27:10,976 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,980 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,984 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,988 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,992 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:10,996 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2023-07-18T09:27:11,001 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-07-18T09:27:11,006 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-07-18T09:27:11,010 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-07-18T09:27:11,012 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-07-18T09:27:11,016 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2023-07-18T09:27:11,022 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,025 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,028 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,033 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,037 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,042 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,046 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,050 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,054 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,059 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,063 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,067 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2023-07-18T09:27:11,070 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,075 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,079 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,083 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,087 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,091 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2023-07-18T09:27:11,094 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2023-07-18T09:27:11,097 running install_egg_info 2023-07-18T09:27:11,259 running egg_info 2023-07-18T09:27:11,323 writing quantizeml.egg-info/PKG-INFO 2023-07-18T09:27:11,327 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2023-07-18T09:27:11,330 writing entry points to quantizeml.egg-info/entry_points.txt 2023-07-18T09:27:11,333 writing requirements to quantizeml.egg-info/requires.txt 2023-07-18T09:27:11,336 writing top-level names to quantizeml.egg-info/top_level.txt 2023-07-18T09:27:11,421 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-07-18T09:27:11,429 reading manifest template 'MANIFEST.in' 2023-07-18T09:27:11,430 adding license file 'LICENSE' 2023-07-18T09:27:11,443 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2023-07-18T09:27:11,446 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.5.2-py3.7.egg-info 2023-07-18T09:27:11,469 running install_scripts 2023-07-18T09:27:11,503 creating build/bdist.linux-armv7l/wheel/quantizeml-0.5.2.dist-info/WHEEL 2023-07-18T09:27:11,509 creating '/tmp/pip-wheel-sgb8hp_o/quantizeml-0.5.2-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-07-18T09:27:11,514 adding 'quantizeml/__init__.py' 2023-07-18T09:27:11,519 adding 'quantizeml/cli.py' 2023-07-18T09:27:11,522 adding 'quantizeml/version.py' 2023-07-18T09:27:11,525 adding 'quantizeml/debugging/__init__.py' 2023-07-18T09:27:11,528 adding 'quantizeml/debugging/assertions.py' 2023-07-18T09:27:11,532 adding 'quantizeml/layers/__init__.py' 2023-07-18T09:27:11,535 adding 'quantizeml/layers/activations.py' 2023-07-18T09:27:11,539 adding 'quantizeml/layers/attention.py' 2023-07-18T09:27:11,543 adding 'quantizeml/layers/batch_normalization.py' 2023-07-18T09:27:11,548 adding 'quantizeml/layers/convolution.py' 2023-07-18T09:27:11,551 adding 'quantizeml/layers/dense.py' 2023-07-18T09:27:11,554 adding 'quantizeml/layers/depthwise_convolution.py' 2023-07-18T09:27:11,557 adding 'quantizeml/layers/dropout.py' 2023-07-18T09:27:11,562 adding 'quantizeml/layers/layers_base.py' 2023-07-18T09:27:11,565 adding 'quantizeml/layers/multi_inbounds.py' 2023-07-18T09:27:11,569 adding 'quantizeml/layers/normalization.py' 2023-07-18T09:27:11,572 adding 'quantizeml/layers/output_observer.py' 2023-07-18T09:27:11,576 adding 'quantizeml/layers/pooling.py' 2023-07-18T09:27:11,578 adding 'quantizeml/layers/quantization_params.py' 2023-07-18T09:27:11,582 adding 'quantizeml/layers/recorders.py' 2023-07-18T09:27:11,585 adding 'quantizeml/layers/rescaling.py' 2023-07-18T09:27:11,588 adding 'quantizeml/layers/separable_convolution.py' 2023-07-18T09:27:11,592 adding 'quantizeml/layers/shiftmax.py' 2023-07-18T09:27:11,595 adding 'quantizeml/layers/vit.py' 2023-07-18T09:27:11,599 adding 'quantizeml/layers/quantizers/__init__.py' 2023-07-18T09:27:11,602 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2023-07-18T09:27:11,606 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2023-07-18T09:27:11,609 adding 'quantizeml/layers/quantizers/quantizers.py' 2023-07-18T09:27:11,612 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2023-07-18T09:27:11,616 adding 'quantizeml/layers/reshaping/__init__.py' 2023-07-18T09:27:11,619 adding 'quantizeml/layers/reshaping/flatten.py' 2023-07-18T09:27:11,622 adding 'quantizeml/layers/reshaping/permute.py' 2023-07-18T09:27:11,624 adding 'quantizeml/layers/reshaping/reshape.py' 2023-07-18T09:27:11,628 adding 'quantizeml/models/__init__.py' 2023-07-18T09:27:11,633 adding 'quantizeml/models/calibrate.py' 2023-07-18T09:27:11,636 adding 'quantizeml/models/check_quantization.py' 2023-07-18T09:27:11,642 adding 'quantizeml/models/quantize.py' 2023-07-18T09:27:11,645 adding 'quantizeml/models/record.py' 2023-07-18T09:27:11,648 adding 'quantizeml/models/utils.py' 2023-07-18T09:27:11,652 adding 'quantizeml/models/transforms/__init__.py' 2023-07-18T09:27:11,655 adding 'quantizeml/models/transforms/align_rescaling.py' 2023-07-18T09:27:11,660 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2023-07-18T09:27:11,664 adding 'quantizeml/models/transforms/insert_layer.py' 2023-07-18T09:27:11,667 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2023-07-18T09:27:11,670 adding 'quantizeml/models/transforms/relu_maxpool.py' 2023-07-18T09:27:11,673 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2023-07-18T09:27:11,677 adding 'quantizeml/models/transforms/replace_lambda.py' 2023-07-18T09:27:11,680 adding 'quantizeml/models/transforms/sanitize.py' 2023-07-18T09:27:11,684 adding 'quantizeml/models/transforms/transforms_utils.py' 2023-07-18T09:27:11,687 adding 'quantizeml/tensors/__init__.py' 2023-07-18T09:27:11,694 adding 'quantizeml/tensors/fixed_point.py' 2023-07-18T09:27:11,698 adding 'quantizeml/tensors/qfloat.py' 2023-07-18T09:27:11,702 adding 'quantizeml/tensors/qtensor.py' 2023-07-18T09:27:11,705 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2023-07-18T09:27:11,709 adding 'quantizeml/tensors/tf_dispatch/math.py' 2023-07-18T09:27:11,714 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2023-07-18T09:27:11,719 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2023-07-18T09:27:11,727 adding 'quantizeml-0.5.2.dist-info/LICENSE' 2023-07-18T09:27:11,729 adding 'quantizeml-0.5.2.dist-info/METADATA' 2023-07-18T09:27:11,731 adding 'quantizeml-0.5.2.dist-info/WHEEL' 2023-07-18T09:27:11,733 adding 'quantizeml-0.5.2.dist-info/entry_points.txt' 2023-07-18T09:27:11,735 adding 'quantizeml-0.5.2.dist-info/top_level.txt' 2023-07-18T09:27:11,739 adding 'quantizeml-0.5.2.dist-info/RECORD' 2023-07-18T09:27:11,747 removing build/bdist.linux-armv7l/wheel 2023-07-18T09:27:11,937 Building wheel for quantizeml (setup.py): finished with status 'done' 2023-07-18T09:27:11,947 Created wheel for quantizeml: filename=quantizeml-0.5.2-py3-none-any.whl size=111711 sha256=2a66d21bff133d58bafeeccae22e0c79731e64dabb9c443e3ec79f92c4e1e577 2023-07-18T09:27:11,949 Stored in directory: /tmp/pip-ephem-wheel-cache-wpp81nqh/wheels/07/a5/e7/0a8dada84444a40c7ea57d8f639f72e5d898811cefe4a12e59 2023-07-18T09:27:11,980 Successfully built quantizeml 2023-07-18T09:27:11,994 Removed build tracker: '/tmp/pip-build-tracker-i54r7z83'