2024-01-31T17:34:13,216 Created temporary directory: /tmp/pip-build-tracker-1z0gir3c 2024-01-31T17:34:13,217 Initialized build tracking at /tmp/pip-build-tracker-1z0gir3c 2024-01-31T17:34:13,218 Created build tracker: /tmp/pip-build-tracker-1z0gir3c 2024-01-31T17:34:13,218 Entered build tracker: /tmp/pip-build-tracker-1z0gir3c 2024-01-31T17:34:13,220 Created temporary directory: /tmp/pip-wheel-uy40310y 2024-01-31T17:34:13,223 Created temporary directory: /tmp/pip-ephem-wheel-cache-2au6y7cn 2024-01-31T17:34:13,246 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2024-01-31T17:34:13,249 2 location(s) to search for versions of quantizeml: 2024-01-31T17:34:13,249 * https://pypi.org/simple/quantizeml/ 2024-01-31T17:34:13,249 * https://www.piwheels.org/simple/quantizeml/ 2024-01-31T17:34:13,250 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2024-01-31T17:34:13,251 Getting page https://pypi.org/simple/quantizeml/ 2024-01-31T17:34:13,252 Found index url https://pypi.org/simple/ 2024-01-31T17:34:13,470 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2024-01-31T17:34:13,477 Found link https://files.pythonhosted.org/packages/c9/cf/06f942f7e9c5127a1c45d1e99a77944800698530985679668b49e23454b6/quantizeml-0.0.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.1 2024-01-31T17:34:13,478 Found link https://files.pythonhosted.org/packages/c5/0e/e4dddac5590c45071afeff67a41eb59e9d67fd4999763fec97eacfe2028d/quantizeml-0.0.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.2 2024-01-31T17:34:13,479 Found link https://files.pythonhosted.org/packages/93/20/cd1bc2c8f57952fcd9efee1ed18fdec3a95b351991d6750d852482dd4fb6/quantizeml-0.0.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.3 2024-01-31T17:34:13,480 Found link https://files.pythonhosted.org/packages/70/8a/d3379f2d9edf7d49e93542e7a38cc69a6f971ee4fac0988a70e857b4d199/quantizeml-0.0.4.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.4 2024-01-31T17:34:13,481 Found link https://files.pythonhosted.org/packages/32/af/8a3861de3ed0bd6bb1df11886f29e3a5c7a4a53bc248cccc2cf6ade3143e/quantizeml-0.0.5.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.5 2024-01-31T17:34:13,482 Found link https://files.pythonhosted.org/packages/e6/8c/c8042ee87886e79640f250194a47bae35dd43ff407aa4f769075b57312ea/quantizeml-0.0.6.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.6 2024-01-31T17:34:13,483 Found link https://files.pythonhosted.org/packages/56/3d/d34a291a97e0f02e3156703d5cbb9663d5c65b194b919123cbae3affb449/quantizeml-0.0.7.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.0.7 2024-01-31T17:34:13,484 Found link 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https://files.pythonhosted.org/packages/f8/3a/7ebf52ac9d43c9a916b0abc95f220efa6e284d57c55c0b702cf2e4e8ad10/quantizeml-0.2.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.2.1 2024-01-31T17:34:13,492 Found link https://files.pythonhosted.org/packages/3b/56/1974734ad276bd07cb76043f37ce52eacab0246a8c0fd416ec58e1f41dfa/quantizeml-0.3.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.0 2024-01-31T17:34:13,493 Found link https://files.pythonhosted.org/packages/f3/f3/58eb7759cbea1e802c306330422144214aa5ed751eb23e695da3aab6e56b/quantizeml-0.3.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.3.1 2024-01-31T17:34:13,494 Found link https://files.pythonhosted.org/packages/26/9e/ac0e64984d1a4ca232e2835ed15151951f268cb2e1cdbf70703c8f114ccb/quantizeml-0.4.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.4.0 2024-01-31T17:34:13,495 Found link 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https://files.pythonhosted.org/packages/13/9a/d5348a2225ff4afff45ea8954cfdebc1fb57b712497269452ecc67483368/quantizeml-0.5.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.2 2024-01-31T17:34:13,499 Found link https://files.pythonhosted.org/packages/9a/26/31061b47d3a889e3a2bc93b34e7771e330e89466c21d9587ac543becad24/quantizeml-0.5.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.5.3 2024-01-31T17:34:13,500 Found link https://files.pythonhosted.org/packages/26/2d/c5b5ad846d5eb5bfbb56803b8df6b0b44cbae23605106a24f33cba1dd6b6/quantizeml-0.6.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.0 2024-01-31T17:34:13,501 Found link https://files.pythonhosted.org/packages/26/27/ee6d8b63ed50853b466fd9926021919b00fb68b5ab79bd1c3aeb55ea4d22/quantizeml-0.6.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.6.1 2024-01-31T17:34:13,502 Found link 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https://files.pythonhosted.org/packages/e1/99/a75179b854a390707f408fd099c10e5314201ab3368ff9ca1c2fb08a2ffa/quantizeml-0.7.2.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.2 2024-01-31T17:34:13,506 Found link https://files.pythonhosted.org/packages/0c/17/11dea850895f7ee4626fdbcdbab716bdea05f882d2c31c197a451fb5544a/quantizeml-0.7.3.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.7.3 2024-01-31T17:34:13,508 Found link https://files.pythonhosted.org/packages/f4/e7/9d5149584eba610688003e38b1bbaab593479d1aaa558510e0713af3ff04/quantizeml-0.8.0.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.8.0 2024-01-31T17:34:13,508 Found link https://files.pythonhosted.org/packages/aa/7b/cbbc52e61aa29fb66365cf3a4effa4fa0419c5042ea73fd7bf4aaa85a480/quantizeml-0.8.1.tar.gz (from https://pypi.org/simple/quantizeml/) (requires-python:>=3.7), version: 0.8.1 2024-01-31T17:34:13,509 Fetching project page and analyzing links: https://www.piwheels.org/simple/quantizeml/ 2024-01-31T17:34:13,510 Getting page https://www.piwheels.org/simple/quantizeml/ 2024-01-31T17:34:13,511 Found index url https://www.piwheels.org/simple/ 2024-01-31T17:34:13,677 Fetched page https://www.piwheels.org/simple/quantizeml/ as text/html 2024-01-31T17:34:13,687 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.8.0-py3-none-any.whl#sha256=41c7c2cda700eab4e0e51ae2e8e8ed4fb59342a7f22800e92e9ab2e38d5d1497 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-31T17:34:13,687 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.7.3-py3-none-any.whl#sha256=9a1b2074b93ea2b96d8c775faca148857ddd5109de195e48356acf90dd03d6af (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-31T17:34:13,688 Skipping link: No binaries permitted for 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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) 2024-01-31T17:34:13,702 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) 2024-01-31T17:34:13,703 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) 2024-01-31T17:34:13,703 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) 2024-01-31T17:34:13,704 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) 2024-01-31T17:34:13,704 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.3-py3-none-any.whl#sha256=bf4a50d3d3edd38472698e2988362aea9b5f7d8c1ba43ab2d5e7338685b84ad7 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-31T17:34:13,705 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.2-py3-none-any.whl#sha256=ad8c32d016f8cd8ce8e18563319a3e9dd11a2ba6d92e2f8e2e4c5ec811a78c7e (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-31T17:34:13,705 Skipping link: No binaries permitted for quantizeml: https://www.piwheels.org/simple/quantizeml/quantizeml-0.0.1-py3-none-any.whl#sha256=55798c7383393cb104869dd97cdec5213c7f78045fbb89cbe4958c907d824d07 (from https://www.piwheels.org/simple/quantizeml/) (requires-python:>=3.7) 2024-01-31T17:34:13,706 Skipping link: not a file: https://www.piwheels.org/simple/quantizeml/ 2024-01-31T17:34:13,706 Skipping link: not a file: https://pypi.org/simple/quantizeml/ 2024-01-31T17:34:13,729 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2024-01-31T17:34:13,747 Collecting quantizeml==0.8.1 2024-01-31T17:34:13,750 Created temporary directory: /tmp/pip-unpack-jbztagom 2024-01-31T17:34:13,961 Downloading quantizeml-0.8.1.tar.gz (108 kB) 2024-01-31T17:34:14,238 Added quantizeml==0.8.1 from https://files.pythonhosted.org/packages/aa/7b/cbbc52e61aa29fb66365cf3a4effa4fa0419c5042ea73fd7bf4aaa85a480/quantizeml-0.8.1.tar.gz to build tracker '/tmp/pip-build-tracker-1z0gir3c' 2024-01-31T17:34:14,240 Running setup.py (path:/tmp/pip-wheel-uy40310y/quantizeml_577e5d95416740a28476aff72b2398c2/setup.py) egg_info for package quantizeml 2024-01-31T17:34:14,241 Created temporary directory: /tmp/pip-pip-egg-info-a8nhcjlo 2024-01-31T17:34:14,242 Preparing metadata (setup.py): started 2024-01-31T17:34:14,243 Running command python setup.py egg_info 2024-01-31T17:34:15,269 running egg_info 2024-01-31T17:34:15,270 creating /tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info 2024-01-31T17:34:15,294 writing /tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/PKG-INFO 2024-01-31T17:34:15,297 writing dependency_links to /tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/dependency_links.txt 2024-01-31T17:34:15,299 writing entry points to /tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/entry_points.txt 2024-01-31T17:34:15,301 writing requirements to /tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/requires.txt 2024-01-31T17:34:15,302 writing top-level names to /tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/top_level.txt 2024-01-31T17:34:15,304 writing manifest file '/tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/SOURCES.txt' 2024-01-31T17:34:15,408 reading manifest file '/tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/SOURCES.txt' 2024-01-31T17:34:15,410 reading manifest template 'MANIFEST.in' 2024-01-31T17:34:15,412 adding license file 'LICENSE' 2024-01-31T17:34:15,416 writing manifest file '/tmp/pip-pip-egg-info-a8nhcjlo/quantizeml.egg-info/SOURCES.txt' 2024-01-31T17:34:15,523 Preparing metadata (setup.py): finished with status 'done' 2024-01-31T17:34:15,527 Source in /tmp/pip-wheel-uy40310y/quantizeml_577e5d95416740a28476aff72b2398c2 has version 0.8.1, which satisfies requirement quantizeml==0.8.1 from https://files.pythonhosted.org/packages/aa/7b/cbbc52e61aa29fb66365cf3a4effa4fa0419c5042ea73fd7bf4aaa85a480/quantizeml-0.8.1.tar.gz 2024-01-31T17:34:15,528 Removed quantizeml==0.8.1 from https://files.pythonhosted.org/packages/aa/7b/cbbc52e61aa29fb66365cf3a4effa4fa0419c5042ea73fd7bf4aaa85a480/quantizeml-0.8.1.tar.gz from build tracker '/tmp/pip-build-tracker-1z0gir3c' 2024-01-31T17:34:15,534 Created temporary directory: /tmp/pip-unpack-_ezg_lok 2024-01-31T17:34:15,535 Created temporary directory: /tmp/pip-unpack-nbiynt8z 2024-01-31T17:34:15,543 Building wheels for collected packages: quantizeml 2024-01-31T17:34:15,547 Created temporary directory: /tmp/pip-wheel-nnf7qc3e 2024-01-31T17:34:15,548 Building wheel for quantizeml (setup.py): started 2024-01-31T17:34:15,549 Destination directory: /tmp/pip-wheel-nnf7qc3e 2024-01-31T17:34:15,549 Running command python setup.py bdist_wheel 2024-01-31T17:34:16,569 running bdist_wheel 2024-01-31T17:34:16,667 running build 2024-01-31T17:34:16,667 running build_py 2024-01-31T17:34:16,696 creating build 2024-01-31T17:34:16,696 creating build/lib 2024-01-31T17:34:16,697 creating build/lib/quantizeml 2024-01-31T17:34:16,699 copying quantizeml/version.py -> build/lib/quantizeml 2024-01-31T17:34:16,701 copying quantizeml/__init__.py -> build/lib/quantizeml 2024-01-31T17:34:16,703 copying quantizeml/cli.py -> build/lib/quantizeml 2024-01-31T17:34:16,706 creating build/lib/quantizeml/models 2024-01-31T17:34:16,707 copying quantizeml/models/check_quantization.py -> build/lib/quantizeml/models 2024-01-31T17:34:16,710 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2024-01-31T17:34:16,711 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2024-01-31T17:34:16,714 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2024-01-31T17:34:16,716 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2024-01-31T17:34:16,718 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2024-01-31T17:34:16,721 creating build/lib/quantizeml/onnx_support 2024-01-31T17:34:16,722 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2024-01-31T17:34:16,725 creating build/lib/quantizeml/debugging 2024-01-31T17:34:16,725 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2024-01-31T17:34:16,728 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2024-01-31T17:34:16,730 creating build/lib/quantizeml/layers 2024-01-31T17:34:16,731 copying quantizeml/layers/batch_normalization.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,734 copying quantizeml/layers/shiftmax.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,736 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,738 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,741 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,957 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,962 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,967 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,973 copying quantizeml/layers/normalization.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,978 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,979 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,982 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,986 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,989 copying quantizeml/layers/vit.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,991 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,994 copying quantizeml/layers/attention.py -> build/lib/quantizeml/layers 2024-01-31T17:34:16,998 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2024-01-31T17:34:17,000 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2024-01-31T17:34:17,002 copying quantizeml/layers/output_observer.py -> build/lib/quantizeml/layers 2024-01-31T17:34:17,005 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2024-01-31T17:34:17,007 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2024-01-31T17:34:17,011 creating build/lib/quantizeml/tensors 2024-01-31T17:34:17,012 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2024-01-31T17:34:17,015 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2024-01-31T17:34:17,019 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2024-01-31T17:34:17,023 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2024-01-31T17:34:17,028 creating build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,029 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,032 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,034 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,036 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,039 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,041 copying quantizeml/models/transforms/relu_maxpool.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,044 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,045 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,048 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,050 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,053 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,055 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2024-01-31T17:34:17,059 creating build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,060 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,062 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,064 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,066 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,068 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,070 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,072 copying quantizeml/onnx_support/graph_tools/items.py -> build/lib/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,074 creating build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,076 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,078 copying quantizeml/onnx_support/quantization/input_scale.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,080 copying quantizeml/onnx_support/quantization/fixed_point.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,082 copying quantizeml/onnx_support/quantization/outputs.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,083 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,085 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,088 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,090 copying quantizeml/onnx_support/quantization/weights.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,092 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,095 creating build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,097 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,100 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,102 copying quantizeml/onnx_support/layers/node_constraints.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,104 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,106 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,108 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,110 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,112 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,115 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,117 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2024-01-31T17:34:17,120 creating build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,121 copying quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,123 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,125 copying quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,128 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,129 copying quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,131 copying quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,134 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,135 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,137 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,139 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,141 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,143 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,145 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,147 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,150 creating build/lib/quantizeml/layers/reshaping 2024-01-31T17:34:17,151 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2024-01-31T17:34:17,153 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2024-01-31T17:34:17,155 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2024-01-31T17:34:17,157 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2024-01-31T17:34:17,160 creating build/lib/quantizeml/layers/quantizers 2024-01-31T17:34:17,161 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-01-31T17:34:17,163 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-01-31T17:34:17,165 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2024-01-31T17:34:17,167 copying quantizeml/layers/quantizers/quantizers.py -> build/lib/quantizeml/layers/quantizers 2024-01-31T17:34:17,170 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2024-01-31T17:34:17,173 creating build/lib/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,174 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,177 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,180 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,182 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,222 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2024-01-31T17:34:17,223 !! 2024-01-31T17:34:17,223 ******************************************************************************** 2024-01-31T17:34:17,224 Please avoid running ``setup.py`` directly. 2024-01-31T17:34:17,224 Instead, use pypa/build, pypa/installer or other 2024-01-31T17:34:17,225 standards-based tools. 2024-01-31T17:34:17,226 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2024-01-31T17:34:17,226 ******************************************************************************** 2024-01-31T17:34:17,227 !! 2024-01-31T17:34:17,228 self.initialize_options() 2024-01-31T17:34:17,249 installing to build/bdist.linux-armv7l/wheel 2024-01-31T17:34:17,250 running install 2024-01-31T17:34:17,275 running install_lib 2024-01-31T17:34:17,299 creating build/bdist.linux-armv7l 2024-01-31T17:34:17,299 creating build/bdist.linux-armv7l/wheel 2024-01-31T17:34:17,301 creating build/bdist.linux-armv7l/wheel/quantizeml 2024-01-31T17:34:17,303 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,304 copying build/lib/quantizeml/models/check_quantization.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,306 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,308 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,311 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,312 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,314 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,317 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,318 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,321 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,323 copying build/lib/quantizeml/models/transforms/relu_maxpool.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,325 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,326 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,329 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,331 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,333 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,335 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2024-01-31T17:34:17,337 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,339 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,342 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/quantizeml/models 2024-01-31T17:34:17,344 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/quantizeml 2024-01-31T17:34:17,346 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml 2024-01-31T17:34:17,348 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2024-01-31T17:34:17,350 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,351 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,352 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,354 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,356 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,358 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,360 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,362 copying build/lib/quantizeml/onnx_support/graph_tools/items.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2024-01-31T17:34:17,364 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,365 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,367 copying build/lib/quantizeml/onnx_support/quantization/input_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,368 copying build/lib/quantizeml/onnx_support/quantization/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,370 copying build/lib/quantizeml/onnx_support/quantization/outputs.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,372 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,374 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,375 copying build/lib/quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,377 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,379 copying build/lib/quantizeml/onnx_support/quantization/transforms/clip_to_relu.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,380 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,382 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,385 copying build/lib/quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2024-01-31T17:34:17,387 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,390 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,392 copying build/lib/quantizeml/onnx_support/quantization/weights.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,394 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2024-01-31T17:34:17,396 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2024-01-31T17:34:17,398 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,399 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,401 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,403 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,404 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,406 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,408 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,409 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,411 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,413 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,415 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2024-01-31T17:34:17,416 copying build/lib/quantizeml/onnx_support/layers/node_constraints.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,418 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,420 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,423 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,425 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,428 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,430 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,433 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2024-01-31T17:34:17,437 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-01-31T17:34:17,438 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-01-31T17:34:17,441 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/debugging 2024-01-31T17:34:17,444 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,445 copying build/lib/quantizeml/layers/batch_normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,448 copying build/lib/quantizeml/layers/shiftmax.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,451 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,453 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,455 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,458 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,461 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-31T17:34:17,462 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-31T17:34:17,465 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-31T17:34:17,468 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-31T17:34:17,470 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2024-01-31T17:34:17,474 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-31T17:34:17,475 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-31T17:34:17,478 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-31T17:34:17,481 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-31T17:34:17,484 copying build/lib/quantizeml/layers/quantizers/quantizers.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-31T17:34:17,487 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2024-01-31T17:34:17,490 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,493 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,496 copying build/lib/quantizeml/layers/normalization.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,499 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,502 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,505 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,508 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,510 copying build/lib/quantizeml/layers/vit.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,513 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,515 copying build/lib/quantizeml/layers/attention.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,518 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,520 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,522 copying build/lib/quantizeml/layers/output_observer.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,524 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,526 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/quantizeml/layers 2024-01-31T17:34:17,528 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-31T17:34:17,530 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,530 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,533 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,535 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,538 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2024-01-31T17:34:17,539 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-31T17:34:17,541 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-31T17:34:17,543 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-31T17:34:17,545 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/quantizeml/tensors 2024-01-31T17:34:17,547 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/quantizeml 2024-01-31T17:34:17,549 running install_egg_info 2024-01-31T17:34:17,608 running egg_info 2024-01-31T17:34:17,632 writing quantizeml.egg-info/PKG-INFO 2024-01-31T17:34:17,635 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2024-01-31T17:34:17,636 writing entry points to quantizeml.egg-info/entry_points.txt 2024-01-31T17:34:17,637 writing requirements to quantizeml.egg-info/requires.txt 2024-01-31T17:34:17,638 writing top-level names to quantizeml.egg-info/top_level.txt 2024-01-31T17:34:17,676 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2024-01-31T17:34:17,680 reading manifest template 'MANIFEST.in' 2024-01-31T17:34:17,681 adding license file 'LICENSE' 2024-01-31T17:34:17,686 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2024-01-31T17:34:17,688 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/quantizeml-0.8.1-py3.11.egg-info 2024-01-31T17:34:17,699 running install_scripts 2024-01-31T17:34:17,713 creating build/bdist.linux-armv7l/wheel/quantizeml-0.8.1.dist-info/WHEEL 2024-01-31T17:34:17,715 creating '/tmp/pip-wheel-nnf7qc3e/quantizeml-0.8.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2024-01-31T17:34:17,717 adding 'quantizeml/__init__.py' 2024-01-31T17:34:17,719 adding 'quantizeml/cli.py' 2024-01-31T17:34:17,721 adding 'quantizeml/version.py' 2024-01-31T17:34:17,723 adding 'quantizeml/debugging/__init__.py' 2024-01-31T17:34:17,724 adding 'quantizeml/debugging/assertions.py' 2024-01-31T17:34:17,726 adding 'quantizeml/layers/__init__.py' 2024-01-31T17:34:17,728 adding 'quantizeml/layers/activations.py' 2024-01-31T17:34:17,730 adding 'quantizeml/layers/attention.py' 2024-01-31T17:34:17,731 adding 'quantizeml/layers/batch_normalization.py' 2024-01-31T17:34:17,733 adding 'quantizeml/layers/buffer_temp_conv.py' 2024-01-31T17:34:17,735 adding 'quantizeml/layers/convolution.py' 2024-01-31T17:34:17,737 adding 'quantizeml/layers/dense.py' 2024-01-31T17:34:17,739 adding 'quantizeml/layers/depthwise_convolution.py' 2024-01-31T17:34:17,740 adding 'quantizeml/layers/dropout.py' 2024-01-31T17:34:17,742 adding 'quantizeml/layers/layers_base.py' 2024-01-31T17:34:17,744 adding 'quantizeml/layers/multi_inbounds.py' 2024-01-31T17:34:17,746 adding 'quantizeml/layers/normalization.py' 2024-01-31T17:34:17,747 adding 'quantizeml/layers/output_observer.py' 2024-01-31T17:34:17,749 adding 'quantizeml/layers/pooling.py' 2024-01-31T17:34:17,750 adding 'quantizeml/layers/quantization_params.py' 2024-01-31T17:34:17,752 adding 'quantizeml/layers/recorders.py' 2024-01-31T17:34:17,753 adding 'quantizeml/layers/rescaling.py' 2024-01-31T17:34:17,754 adding 'quantizeml/layers/separable_convolution.py' 2024-01-31T17:34:17,756 adding 'quantizeml/layers/shiftmax.py' 2024-01-31T17:34:17,758 adding 'quantizeml/layers/stateful_recurrent.py' 2024-01-31T17:34:17,759 adding 'quantizeml/layers/vit.py' 2024-01-31T17:34:17,761 adding 'quantizeml/layers/quantizers/__init__.py' 2024-01-31T17:34:17,762 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2024-01-31T17:34:17,764 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2024-01-31T17:34:17,765 adding 'quantizeml/layers/quantizers/quantizers.py' 2024-01-31T17:34:17,766 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2024-01-31T17:34:17,768 adding 'quantizeml/layers/reshaping/__init__.py' 2024-01-31T17:34:17,769 adding 'quantizeml/layers/reshaping/flatten.py' 2024-01-31T17:34:17,770 adding 'quantizeml/layers/reshaping/permute.py' 2024-01-31T17:34:17,772 adding 'quantizeml/layers/reshaping/reshape.py' 2024-01-31T17:34:17,773 adding 'quantizeml/models/__init__.py' 2024-01-31T17:34:17,776 adding 'quantizeml/models/calibrate.py' 2024-01-31T17:34:17,777 adding 'quantizeml/models/check_quantization.py' 2024-01-31T17:34:17,780 adding 'quantizeml/models/quantize.py' 2024-01-31T17:34:17,781 adding 'quantizeml/models/record.py' 2024-01-31T17:34:17,782 adding 'quantizeml/models/utils.py' 2024-01-31T17:34:17,784 adding 'quantizeml/models/transforms/__init__.py' 2024-01-31T17:34:17,786 adding 'quantizeml/models/transforms/align_rescaling.py' 2024-01-31T17:34:17,787 adding 'quantizeml/models/transforms/conv_to_dw.py' 2024-01-31T17:34:17,789 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2024-01-31T17:34:17,790 adding 'quantizeml/models/transforms/insert_layer.py' 2024-01-31T17:34:17,792 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2024-01-31T17:34:17,793 adding 'quantizeml/models/transforms/relu_maxpool.py' 2024-01-31T17:34:17,795 adding 'quantizeml/models/transforms/remove_reshape.py' 2024-01-31T17:34:17,796 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2024-01-31T17:34:17,798 adding 'quantizeml/models/transforms/replace_lambda.py' 2024-01-31T17:34:17,799 adding 'quantizeml/models/transforms/sanitize.py' 2024-01-31T17:34:17,801 adding 'quantizeml/models/transforms/transforms_utils.py' 2024-01-31T17:34:17,802 adding 'quantizeml/onnx_support/__init__.py' 2024-01-31T17:34:17,804 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2024-01-31T17:34:17,805 adding 'quantizeml/onnx_support/graph_tools/field.py' 2024-01-31T17:34:17,807 adding 'quantizeml/onnx_support/graph_tools/items.py' 2024-01-31T17:34:17,808 adding 'quantizeml/onnx_support/graph_tools/node.py' 2024-01-31T17:34:17,809 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2024-01-31T17:34:17,811 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2024-01-31T17:34:17,812 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2024-01-31T17:34:17,814 adding 'quantizeml/onnx_support/layers/__init__.py' 2024-01-31T17:34:17,815 adding 'quantizeml/onnx_support/layers/base_layer.py' 2024-01-31T17:34:17,817 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2024-01-31T17:34:17,819 adding 'quantizeml/onnx_support/layers/conv2d.py' 2024-01-31T17:34:17,820 adding 'quantizeml/onnx_support/layers/dense.py' 2024-01-31T17:34:17,822 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2024-01-31T17:34:17,824 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2024-01-31T17:34:17,825 adding 'quantizeml/onnx_support/layers/node_constraints.py' 2024-01-31T17:34:17,826 adding 'quantizeml/onnx_support/layers/quantizers.py' 2024-01-31T17:34:17,828 adding 'quantizeml/onnx_support/layers/register.py' 2024-01-31T17:34:17,830 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2024-01-31T17:34:17,831 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2024-01-31T17:34:17,832 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2024-01-31T17:34:17,833 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2024-01-31T17:34:17,835 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2024-01-31T17:34:17,836 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2024-01-31T17:34:17,837 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2024-01-31T17:34:17,839 adding 'quantizeml/onnx_support/quantization/__init__.py' 2024-01-31T17:34:17,841 adding 'quantizeml/onnx_support/quantization/calibration.py' 2024-01-31T17:34:17,842 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2024-01-31T17:34:17,844 adding 'quantizeml/onnx_support/quantization/fixed_point.py' 2024-01-31T17:34:17,845 adding 'quantizeml/onnx_support/quantization/input_scale.py' 2024-01-31T17:34:17,847 adding 'quantizeml/onnx_support/quantization/outputs.py' 2024-01-31T17:34:17,849 adding 'quantizeml/onnx_support/quantization/quantize.py' 2024-01-31T17:34:17,850 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2024-01-31T17:34:17,852 adding 'quantizeml/onnx_support/quantization/weights.py' 2024-01-31T17:34:17,853 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2024-01-31T17:34:17,855 adding 'quantizeml/onnx_support/quantization/transforms/clip_to_relu.py' 2024-01-31T17:34:17,856 adding 'quantizeml/onnx_support/quantization/transforms/conv_to_depthwise.py' 2024-01-31T17:34:17,857 adding 'quantizeml/onnx_support/quantization/transforms/prepare_to_quantize.py' 2024-01-31T17:34:17,858 adding 'quantizeml/onnx_support/quantization/transforms/remove_pad_nodes.py' 2024-01-31T17:34:17,860 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2024-01-31T17:34:17,861 adding 'quantizeml/tensors/__init__.py' 2024-01-31T17:34:17,864 adding 'quantizeml/tensors/fixed_point.py' 2024-01-31T17:34:17,866 adding 'quantizeml/tensors/qfloat.py' 2024-01-31T17:34:17,867 adding 'quantizeml/tensors/qtensor.py' 2024-01-31T17:34:17,869 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2024-01-31T17:34:17,871 adding 'quantizeml/tensors/tf_dispatch/math.py' 2024-01-31T17:34:17,873 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2024-01-31T17:34:17,875 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2024-01-31T17:34:17,878 adding 'quantizeml-0.8.1.dist-info/LICENSE' 2024-01-31T17:34:17,879 adding 'quantizeml-0.8.1.dist-info/METADATA' 2024-01-31T17:34:17,880 adding 'quantizeml-0.8.1.dist-info/WHEEL' 2024-01-31T17:34:17,881 adding 'quantizeml-0.8.1.dist-info/entry_points.txt' 2024-01-31T17:34:17,882 adding 'quantizeml-0.8.1.dist-info/top_level.txt' 2024-01-31T17:34:17,884 adding 'quantizeml-0.8.1.dist-info/RECORD' 2024-01-31T17:34:17,889 removing build/bdist.linux-armv7l/wheel 2024-01-31T17:34:18,023 Building wheel for quantizeml (setup.py): finished with status 'done' 2024-01-31T17:34:18,028 Created wheel for quantizeml: filename=quantizeml-0.8.1-py3-none-any.whl size=187616 sha256=eb1f72be2db5166c66768625799f415282db924e467cb230b3f771e30c36b30c 2024-01-31T17:34:18,029 Stored in directory: /tmp/pip-ephem-wheel-cache-2au6y7cn/wheels/91/13/1a/0012767a64b495e7da30a9dc0776ebd743858b4b440cf28ee0 2024-01-31T17:34:18,043 Successfully built quantizeml 2024-01-31T17:34:18,052 Removed build tracker: '/tmp/pip-build-tracker-1z0gir3c'