2025-12-16T15:47:00,362 Created temporary directory: /tmp/pip-ephem-wheel-cache-wi20qrbs 2025-12-16T15:47:00,364 Created temporary directory: /tmp/pip-build-tracker-_kp4jx_a 2025-12-16T15:47:00,365 Initialized build tracking at /tmp/pip-build-tracker-_kp4jx_a 2025-12-16T15:47:00,365 Created build tracker: /tmp/pip-build-tracker-_kp4jx_a 2025-12-16T15:47:00,366 Entered build tracker: /tmp/pip-build-tracker-_kp4jx_a 2025-12-16T15:47:00,366 Created temporary directory: /tmp/pip-wheel-e7s30pml 2025-12-16T15:47:00,369 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-12-16T15:47:00,372 Created temporary directory: /tmp/pip-ephem-wheel-cache-pzeoo70l 2025-12-16T15:47:00,393 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-12-16T15:47:00,396 2 location(s) to search for versions of quantizeml: 2025-12-16T15:47:00,396 * https://pypi.org/simple/quantizeml/ 2025-12-16T15:47:00,396 * https://www.piwheels.org/simple/quantizeml/ 2025-12-16T15:47:00,397 Fetching project page and analyzing links: https://pypi.org/simple/quantizeml/ 2025-12-16T15:47:00,398 Getting page https://pypi.org/simple/quantizeml/ 2025-12-16T15:47:00,399 Found index url https://pypi.org/simple 2025-12-16T15:47:00,608 Fetched page https://pypi.org/simple/quantizeml/ as application/vnd.pypi.simple.v1+json 2025-12-16T15:47:00,619 Found link https://files.pythonhosted.org/packages/c9/cf/06f942f7e9c5127a1c45d1e99a77944800698530985679668b49e23454b6/quantizeml-0.0.1.tar.gz (from 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https://pypi.org/simple/quantizeml/ 2025-12-16T15:47:00,900 Given no hashes to check 1 links for project 'quantizeml': discarding no candidates 2025-12-16T15:47:00,918 Collecting quantizeml==1.1.1 2025-12-16T15:47:00,921 Created temporary directory: /tmp/pip-unpack-rrv6mm7f 2025-12-16T15:47:01,139 Downloading quantizeml-1.1.1.tar.gz (176 kB) 2025-12-16T15:47:01,545 Added quantizeml==1.1.1 from https://files.pythonhosted.org/packages/6c/bd/6c69e0991db0e338f71994d443ec85f8956d2fb07638a62b3603d7fb9777/quantizeml-1.1.1.tar.gz to build tracker '/tmp/pip-build-tracker-_kp4jx_a' 2025-12-16T15:47:01,548 Created temporary directory: /tmp/pip-build-env-l8nzldgx 2025-12-16T15:47:01,552 Installing build dependencies: started 2025-12-16T15:47:01,554 Running command pip subprocess to install build dependencies 2025-12-16T15:47:02,683 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2025-12-16T15:47:03,287 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2025-12-16T15:47:03,310 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2025-12-16T15:47:05,041 Collecting setuptools>=61 2025-12-16T15:47:05,142 Using cached https://www.piwheels.org/simple/setuptools/setuptools-80.9.0-py3-none-any.whl (1.2 MB) 2025-12-16T15:47:08,085 Installing collected packages: setuptools 2025-12-16T15:47:11,766 Successfully installed setuptools-80.9.0 2025-12-16T15:47:12,031 Installing build dependencies: finished with status 'done' 2025-12-16T15:47:12,038 Getting requirements to build wheel: started 2025-12-16T15:47:12,039 Running command Getting requirements to build wheel 2025-12-16T15:47:12,705 running egg_info 2025-12-16T15:47:12,712 writing quantizeml.egg-info/PKG-INFO 2025-12-16T15:47:12,718 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2025-12-16T15:47:12,719 writing entry points to quantizeml.egg-info/entry_points.txt 2025-12-16T15:47:12,723 writing requirements to quantizeml.egg-info/requires.txt 2025-12-16T15:47:12,724 writing top-level names to quantizeml.egg-info/top_level.txt 2025-12-16T15:47:12,775 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:12,785 reading manifest template 'MANIFEST.in' 2025-12-16T15:47:12,786 adding license file 'LICENSE' 2025-12-16T15:47:12,795 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:12,885 Getting requirements to build wheel: finished with status 'done' 2025-12-16T15:47:12,889 Created temporary directory: /tmp/pip-modern-metadata-ylb598ig 2025-12-16T15:47:12,892 Preparing metadata (pyproject.toml): started 2025-12-16T15:47:12,893 Running command Preparing metadata (pyproject.toml) 2025-12-16T15:47:13,490 running dist_info 2025-12-16T15:47:13,503 creating /tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info 2025-12-16T15:47:13,504 writing /tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/PKG-INFO 2025-12-16T15:47:13,509 writing dependency_links to /tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/dependency_links.txt 2025-12-16T15:47:13,511 writing entry points to /tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/entry_points.txt 2025-12-16T15:47:13,514 writing requirements to /tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/requires.txt 2025-12-16T15:47:13,515 writing top-level names to /tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/top_level.txt 2025-12-16T15:47:13,516 writing manifest file '/tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:13,561 reading manifest file '/tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:13,564 reading manifest template 'MANIFEST.in' 2025-12-16T15:47:13,564 adding license file 'LICENSE' 2025-12-16T15:47:13,571 writing manifest file '/tmp/pip-modern-metadata-ylb598ig/quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:13,573 creating '/tmp/pip-modern-metadata-ylb598ig/quantizeml-1.1.1.dist-info' 2025-12-16T15:47:13,706 Preparing metadata (pyproject.toml): finished with status 'done' 2025-12-16T15:47:13,711 Source in /tmp/pip-wheel-e7s30pml/quantizeml_dc4733c9edb34034b45808bc8365fbaa has version 1.1.1, which satisfies requirement quantizeml==1.1.1 from https://files.pythonhosted.org/packages/6c/bd/6c69e0991db0e338f71994d443ec85f8956d2fb07638a62b3603d7fb9777/quantizeml-1.1.1.tar.gz 2025-12-16T15:47:13,712 Removed quantizeml==1.1.1 from https://files.pythonhosted.org/packages/6c/bd/6c69e0991db0e338f71994d443ec85f8956d2fb07638a62b3603d7fb9777/quantizeml-1.1.1.tar.gz from build tracker '/tmp/pip-build-tracker-_kp4jx_a' 2025-12-16T15:47:13,717 Created temporary directory: /tmp/pip-unpack-8n5q7pn3 2025-12-16T15:47:13,718 Building wheels for collected packages: quantizeml 2025-12-16T15:47:13,722 Created temporary directory: /tmp/pip-wheel-ad8f2hmf 2025-12-16T15:47:13,723 Destination directory: /tmp/pip-wheel-ad8f2hmf 2025-12-16T15:47:13,725 Building wheel for quantizeml (pyproject.toml): started 2025-12-16T15:47:13,726 Running command Building wheel for quantizeml (pyproject.toml) 2025-12-16T15:47:14,286 running bdist_wheel 2025-12-16T15:47:14,316 running build 2025-12-16T15:47:14,317 running build_py 2025-12-16T15:47:14,327 creating build/lib/quantizeml 2025-12-16T15:47:14,329 copying quantizeml/version.py -> build/lib/quantizeml 2025-12-16T15:47:14,331 copying quantizeml/__init__.py -> build/lib/quantizeml 2025-12-16T15:47:14,332 copying quantizeml/random.py -> build/lib/quantizeml 2025-12-16T15:47:14,334 copying quantizeml/model_io.py -> build/lib/quantizeml 2025-12-16T15:47:14,336 copying quantizeml/cli.py -> build/lib/quantizeml 2025-12-16T15:47:14,339 creating build/lib/quantizeml/analysis 2025-12-16T15:47:14,340 copying quantizeml/analysis/kernel_distribution.py -> build/lib/quantizeml/analysis 2025-12-16T15:47:14,343 copying quantizeml/analysis/__init__.py -> build/lib/quantizeml/analysis 2025-12-16T15:47:14,345 copying quantizeml/analysis/quantization_error_api.py -> build/lib/quantizeml/analysis 2025-12-16T15:47:14,347 copying quantizeml/analysis/cli.py -> build/lib/quantizeml/analysis 2025-12-16T15:47:14,349 creating build/lib/quantizeml/onnx_support 2025-12-16T15:47:14,350 copying quantizeml/onnx_support/__init__.py -> build/lib/quantizeml/onnx_support 2025-12-16T15:47:14,352 copying quantizeml/onnx_support/random.py -> build/lib/quantizeml/onnx_support 2025-12-16T15:47:14,355 creating build/lib/quantizeml/layers 2025-12-16T15:47:14,356 copying quantizeml/layers/pooling.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,358 copying quantizeml/layers/stateful_recurrent.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,361 copying quantizeml/layers/convolution.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,363 copying quantizeml/layers/activations.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,366 copying quantizeml/layers/depthwise_convolution.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,368 copying quantizeml/layers/layers_base.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,371 copying quantizeml/layers/recorders.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,374 copying quantizeml/layers/buffer_temp_conv.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,376 copying quantizeml/layers/separable_convolution.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,378 copying quantizeml/layers/__init__.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,380 copying quantizeml/layers/extract_token.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,382 copying quantizeml/layers/quantizer_layers.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,385 copying quantizeml/layers/quantization_params.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,387 copying quantizeml/layers/observer.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,390 copying quantizeml/layers/pleiades.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,392 copying quantizeml/layers/dropout.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,394 copying quantizeml/layers/rescaling.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,396 copying quantizeml/layers/multi_inbounds.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,399 copying quantizeml/layers/dense.py -> build/lib/quantizeml/layers 2025-12-16T15:47:14,401 creating build/lib/quantizeml/debugging 2025-12-16T15:47:14,402 copying quantizeml/debugging/assertions.py -> build/lib/quantizeml/debugging 2025-12-16T15:47:14,405 copying quantizeml/debugging/__init__.py -> build/lib/quantizeml/debugging 2025-12-16T15:47:14,407 creating build/lib/quantizeml/models 2025-12-16T15:47:14,408 copying quantizeml/models/utils.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,410 copying quantizeml/models/calibrate.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,413 copying quantizeml/models/__init__.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,415 copying quantizeml/models/record.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,417 copying quantizeml/models/quantize.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,420 copying quantizeml/models/random.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,422 copying quantizeml/models/shape.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,424 copying quantizeml/models/reset_buffers.py -> build/lib/quantizeml/models 2025-12-16T15:47:14,427 creating build/lib/quantizeml/tensors 2025-12-16T15:47:14,428 copying quantizeml/tensors/qtensor.py -> build/lib/quantizeml/tensors 2025-12-16T15:47:14,431 copying quantizeml/tensors/fixed_point.py -> build/lib/quantizeml/tensors 2025-12-16T15:47:14,433 copying quantizeml/tensors/__init__.py -> build/lib/quantizeml/tensors 2025-12-16T15:47:14,435 copying quantizeml/tensors/qfloat.py -> build/lib/quantizeml/tensors 2025-12-16T15:47:14,438 creating build/lib/quantizeml/analysis/quantization_error 2025-12-16T15:47:14,440 copying quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error 2025-12-16T15:47:14,443 copying quantizeml/analysis/quantization_error/common.py -> build/lib/quantizeml/analysis/quantization_error 2025-12-16T15:47:14,445 copying quantizeml/analysis/quantization_error/__init__.py -> build/lib/quantizeml/analysis/quantization_error 2025-12-16T15:47:14,447 copying quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/lib/quantizeml/analysis/quantization_error 2025-12-16T15:47:14,450 creating build/lib/quantizeml/analysis/tools 2025-12-16T15:47:14,451 copying quantizeml/analysis/tools/__init__.py -> build/lib/quantizeml/analysis/tools 2025-12-16T15:47:14,453 copying quantizeml/analysis/tools/metrics.py -> build/lib/quantizeml/analysis/tools 2025-12-16T15:47:14,455 copying quantizeml/analysis/tools/extractor.py -> build/lib/quantizeml/analysis/tools 2025-12-16T15:47:14,457 copying quantizeml/analysis/tools/decorators.py -> build/lib/quantizeml/analysis/tools 2025-12-16T15:47:14,460 creating build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,461 copying quantizeml/onnx_support/quantization/register_patterns.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,463 copying quantizeml/onnx_support/quantization/model.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,466 copying quantizeml/onnx_support/quantization/calibration.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,468 copying quantizeml/onnx_support/quantization/__init__.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,470 copying quantizeml/onnx_support/quantization/data_reader.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,473 copying quantizeml/onnx_support/quantization/quantize.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,475 copying quantizeml/onnx_support/quantization/shape.py -> build/lib/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,478 creating build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,479 copying quantizeml/onnx_support/graph_tools/__init__.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,482 copying quantizeml/onnx_support/graph_tools/opset.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,483 copying quantizeml/onnx_support/graph_tools/node.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,485 copying quantizeml/onnx_support/graph_tools/variable.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,487 copying quantizeml/onnx_support/graph_tools/tensor.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,490 copying quantizeml/onnx_support/graph_tools/field.py -> build/lib/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,493 creating build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,494 copying quantizeml/onnx_support/layers/base_layer.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,496 copying quantizeml/onnx_support/layers/layer_compatibility.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,499 copying quantizeml/onnx_support/layers/buffer_temp_conv.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,501 copying quantizeml/onnx_support/layers/__init__.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,503 copying quantizeml/onnx_support/layers/quantizers.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,505 copying quantizeml/onnx_support/layers/compute_shapes.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,507 copying quantizeml/onnx_support/layers/register.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,510 copying quantizeml/onnx_support/layers/conv2d.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,512 copying quantizeml/onnx_support/layers/depthwise2d.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,514 copying quantizeml/onnx_support/layers/conv2dtranspose.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,517 copying quantizeml/onnx_support/layers/multi_inbounds.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,519 copying quantizeml/onnx_support/layers/dense.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,522 copying quantizeml/onnx_support/layers/set_weights.py -> build/lib/quantizeml/onnx_support/layers 2025-12-16T15:47:14,524 creating build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,525 copying quantizeml/onnx_support/quantization/transforms/utils.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,527 copying quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,529 copying quantizeml/onnx_support/quantization/transforms/replace_activations.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,532 copying quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,534 copying quantizeml/onnx_support/quantization/transforms/clone_shared_inputs.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,536 copying quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,538 copying quantizeml/onnx_support/quantization/transforms/replace_conv3d.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,540 copying quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,542 copying quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,545 copying quantizeml/onnx_support/quantization/transforms/__init__.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,546 copying quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,549 copying quantizeml/onnx_support/quantization/transforms/insert_rescaling.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,551 copying quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,553 copying quantizeml/onnx_support/quantization/transforms/split_dw_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,555 copying quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,558 copying quantizeml/onnx_support/quantization/transforms/align_rescaling.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,560 copying quantizeml/onnx_support/quantization/transforms/insert_identity_convs.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,562 copying quantizeml/onnx_support/quantization/transforms/convert_avg_and_rmean_to_gap.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,564 copying quantizeml/onnx_support/quantization/transforms/unify_pads_format.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,566 copying quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,569 copying quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,571 copying quantizeml/onnx_support/quantization/transforms/reduce_math_constant_ops.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,573 copying quantizeml/onnx_support/quantization/transforms/split_concat_and_sum_nodes.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,575 copying quantizeml/onnx_support/quantization/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,577 copying quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py -> build/lib/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,580 creating build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,581 copying quantizeml/onnx_support/quantization/core/activations.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,583 copying quantizeml/onnx_support/quantization/core/__init__.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,585 copying quantizeml/onnx_support/quantization/core/aligned_weights.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,587 copying quantizeml/onnx_support/quantization/core/numpy_helpers.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,589 copying quantizeml/onnx_support/quantization/core/outputs.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,591 copying quantizeml/onnx_support/quantization/core/input_scale.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,593 copying quantizeml/onnx_support/quantization/core/weights.py -> build/lib/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,596 creating build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,597 copying quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,599 copying quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,602 copying quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,603 copying quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,605 copying quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,607 copying quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,609 copying quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/lib/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,611 creating build/lib/quantizeml/layers/quantizers 2025-12-16T15:47:14,612 copying quantizeml/layers/quantizers/__init__.py -> build/lib/quantizeml/layers/quantizers 2025-12-16T15:47:14,615 copying quantizeml/layers/quantizers/output_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-12-16T15:47:14,617 copying quantizeml/layers/quantizers/base_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-12-16T15:47:14,619 copying quantizeml/layers/quantizers/weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-12-16T15:47:14,621 copying quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/lib/quantizeml/layers/quantizers 2025-12-16T15:47:14,624 creating build/lib/quantizeml/layers/reshaping 2025-12-16T15:47:14,625 copying quantizeml/layers/reshaping/flatten.py -> build/lib/quantizeml/layers/reshaping 2025-12-16T15:47:14,627 copying quantizeml/layers/reshaping/reshape.py -> build/lib/quantizeml/layers/reshaping 2025-12-16T15:47:14,629 copying quantizeml/layers/reshaping/__init__.py -> build/lib/quantizeml/layers/reshaping 2025-12-16T15:47:14,631 copying quantizeml/layers/reshaping/permute.py -> build/lib/quantizeml/layers/reshaping 2025-12-16T15:47:14,634 creating build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,635 copying quantizeml/models/transforms/replace_activations.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,637 copying quantizeml/models/transforms/split_layers_with_activations.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,639 copying quantizeml/models/transforms/replace_conv3d.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,642 copying quantizeml/models/transforms/reconstruct_hard_silu.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,644 copying quantizeml/models/transforms/__init__.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,646 copying quantizeml/models/transforms/activation_maxpool.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,648 copying quantizeml/models/transforms/convert_even_to_odd_kernel.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,651 copying quantizeml/models/transforms/remove_zeropadding2d.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,653 copying quantizeml/models/transforms/replace_lambda.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,656 copying quantizeml/models/transforms/insert_layer.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,658 copying quantizeml/models/transforms/split_concat_layers.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,660 copying quantizeml/models/transforms/conv_to_dw.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,662 copying quantizeml/models/transforms/transforms_utils.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,664 copying quantizeml/models/transforms/sanitize.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,666 copying quantizeml/models/transforms/align_rescaling.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,669 copying quantizeml/models/transforms/insert_identity_convs.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,671 copying quantizeml/models/transforms/fold_batchnorms.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,674 copying quantizeml/models/transforms/remove_reshape.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,676 copying quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,678 copying quantizeml/models/transforms/split_dw_layers.py -> build/lib/quantizeml/models/transforms 2025-12-16T15:47:14,681 creating build/lib/quantizeml/tensors/tf_dispatch 2025-12-16T15:47:14,682 copying quantizeml/tensors/tf_dispatch/nn.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-12-16T15:47:14,685 copying quantizeml/tensors/tf_dispatch/__init__.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-12-16T15:47:14,687 copying quantizeml/tensors/tf_dispatch/reshaping.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-12-16T15:47:14,689 copying quantizeml/tensors/tf_dispatch/math.py -> build/lib/quantizeml/tensors/tf_dispatch 2025-12-16T15:47:14,727 installing to build/bdist.linux-armv7l/wheel 2025-12-16T15:47:14,728 running install 2025-12-16T15:47:14,750 running install_lib 2025-12-16T15:47:14,759 creating build/bdist.linux-armv7l/wheel 2025-12-16T15:47:14,761 creating build/bdist.linux-armv7l/wheel/quantizeml 2025-12-16T15:47:14,763 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis 2025-12-16T15:47:14,765 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/quantization_error 2025-12-16T15:47:14,766 copying build/lib/quantizeml/analysis/quantization_error/keras_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-12-16T15:47:14,769 copying build/lib/quantizeml/analysis/quantization_error/common.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-12-16T15:47:14,771 copying build/lib/quantizeml/analysis/quantization_error/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-12-16T15:47:14,773 copying build/lib/quantizeml/analysis/quantization_error/onnx_quantization_error.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/quantization_error 2025-12-16T15:47:14,776 copying build/lib/quantizeml/analysis/kernel_distribution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-12-16T15:47:14,778 copying build/lib/quantizeml/analysis/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-12-16T15:47:14,781 creating build/bdist.linux-armv7l/wheel/quantizeml/analysis/tools 2025-12-16T15:47:14,782 copying build/lib/quantizeml/analysis/tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-12-16T15:47:14,784 copying build/lib/quantizeml/analysis/tools/metrics.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-12-16T15:47:14,786 copying build/lib/quantizeml/analysis/tools/extractor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-12-16T15:47:14,789 copying build/lib/quantizeml/analysis/tools/decorators.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis/tools 2025-12-16T15:47:14,791 copying build/lib/quantizeml/analysis/quantization_error_api.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-12-16T15:47:14,793 copying build/lib/quantizeml/analysis/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml/analysis 2025-12-16T15:47:14,795 copying build/lib/quantizeml/version.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-12-16T15:47:14,798 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support 2025-12-16T15:47:14,799 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization 2025-12-16T15:47:14,801 copying build/lib/quantizeml/onnx_support/quantization/register_patterns.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,803 copying build/lib/quantizeml/onnx_support/quantization/model.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,806 copying build/lib/quantizeml/onnx_support/quantization/calibration.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,809 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,810 copying build/lib/quantizeml/onnx_support/quantization/transforms/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,812 copying build/lib/quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,814 copying build/lib/quantizeml/onnx_support/quantization/transforms/replace_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,817 copying build/lib/quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,819 copying build/lib/quantizeml/onnx_support/quantization/transforms/clone_shared_inputs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,821 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,823 copying build/lib/quantizeml/onnx_support/quantization/transforms/replace_conv3d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,825 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,828 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,830 copying build/lib/quantizeml/onnx_support/quantization/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,832 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,834 copying build/lib/quantizeml/onnx_support/quantization/transforms/insert_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,836 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,839 copying build/lib/quantizeml/onnx_support/quantization/transforms/split_dw_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,841 copying build/lib/quantizeml/onnx_support/quantization/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,843 copying build/lib/quantizeml/onnx_support/quantization/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,846 copying build/lib/quantizeml/onnx_support/quantization/transforms/insert_identity_convs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,848 copying build/lib/quantizeml/onnx_support/quantization/transforms/convert_avg_and_rmean_to_gap.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,851 copying build/lib/quantizeml/onnx_support/quantization/transforms/unify_pads_format.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,853 copying build/lib/quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,855 copying build/lib/quantizeml/onnx_support/quantization/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,857 copying build/lib/quantizeml/onnx_support/quantization/transforms/reduce_math_constant_ops.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,859 copying build/lib/quantizeml/onnx_support/quantization/transforms/split_concat_and_sum_nodes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,861 copying build/lib/quantizeml/onnx_support/quantization/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,863 copying build/lib/quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/transforms 2025-12-16T15:47:14,865 copying build/lib/quantizeml/onnx_support/quantization/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,867 copying build/lib/quantizeml/onnx_support/quantization/data_reader.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,869 copying build/lib/quantizeml/onnx_support/quantization/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,872 copying build/lib/quantizeml/onnx_support/quantization/shape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization 2025-12-16T15:47:14,875 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,876 copying build/lib/quantizeml/onnx_support/quantization/core/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,878 copying build/lib/quantizeml/onnx_support/quantization/core/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,880 copying build/lib/quantizeml/onnx_support/quantization/core/aligned_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,882 copying build/lib/quantizeml/onnx_support/quantization/core/numpy_helpers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,884 copying build/lib/quantizeml/onnx_support/quantization/core/outputs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,887 copying build/lib/quantizeml/onnx_support/quantization/core/input_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,889 copying build/lib/quantizeml/onnx_support/quantization/core/weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/quantization/core 2025-12-16T15:47:14,892 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,893 copying build/lib/quantizeml/onnx_support/graph_tools/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,895 copying build/lib/quantizeml/onnx_support/graph_tools/opset.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,897 copying build/lib/quantizeml/onnx_support/graph_tools/node.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,899 copying build/lib/quantizeml/onnx_support/graph_tools/variable.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,901 copying build/lib/quantizeml/onnx_support/graph_tools/tensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,903 copying build/lib/quantizeml/onnx_support/graph_tools/field.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/graph_tools 2025-12-16T15:47:14,905 copying build/lib/quantizeml/onnx_support/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support 2025-12-16T15:47:14,907 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers 2025-12-16T15:47:14,908 copying build/lib/quantizeml/onnx_support/layers/base_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,911 copying build/lib/quantizeml/onnx_support/layers/layer_compatibility.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,913 copying build/lib/quantizeml/onnx_support/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,917 creating build/bdist.linux-armv7l/wheel/quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,918 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,920 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/cast.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,922 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,924 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/input_shift.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,926 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/padding.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,928 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/output_scale.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,930 copying build/lib/quantizeml/onnx_support/layers/subgraph_ops/activation.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers/subgraph_ops 2025-12-16T15:47:14,932 copying build/lib/quantizeml/onnx_support/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,934 copying build/lib/quantizeml/onnx_support/layers/quantizers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,937 copying build/lib/quantizeml/onnx_support/layers/compute_shapes.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,939 copying build/lib/quantizeml/onnx_support/layers/register.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,941 copying build/lib/quantizeml/onnx_support/layers/conv2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,944 copying build/lib/quantizeml/onnx_support/layers/depthwise2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,946 copying build/lib/quantizeml/onnx_support/layers/conv2dtranspose.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,949 copying build/lib/quantizeml/onnx_support/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,951 copying build/lib/quantizeml/onnx_support/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,954 copying build/lib/quantizeml/onnx_support/layers/set_weights.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support/layers 2025-12-16T15:47:14,956 copying build/lib/quantizeml/onnx_support/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml/onnx_support 2025-12-16T15:47:14,958 copying build/lib/quantizeml/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-12-16T15:47:14,961 creating build/bdist.linux-armv7l/wheel/quantizeml/layers 2025-12-16T15:47:14,962 copying build/lib/quantizeml/layers/pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,964 copying build/lib/quantizeml/layers/stateful_recurrent.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,967 copying build/lib/quantizeml/layers/convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,970 copying build/lib/quantizeml/layers/activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,972 copying build/lib/quantizeml/layers/depthwise_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,975 copying build/lib/quantizeml/layers/layers_base.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,977 copying build/lib/quantizeml/layers/recorders.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,981 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/quantizers 2025-12-16T15:47:14,982 copying build/lib/quantizeml/layers/quantizers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-12-16T15:47:14,984 copying build/lib/quantizeml/layers/quantizers/output_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-12-16T15:47:14,986 copying build/lib/quantizeml/layers/quantizers/base_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-12-16T15:47:14,988 copying build/lib/quantizeml/layers/quantizers/weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-12-16T15:47:14,990 copying build/lib/quantizeml/layers/quantizers/aligned_weight_quantizer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/quantizers 2025-12-16T15:47:14,993 copying build/lib/quantizeml/layers/buffer_temp_conv.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,995 copying build/lib/quantizeml/layers/separable_convolution.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:14,998 creating build/bdist.linux-armv7l/wheel/quantizeml/layers/reshaping 2025-12-16T15:47:14,999 copying build/lib/quantizeml/layers/reshaping/flatten.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-12-16T15:47:15,002 copying build/lib/quantizeml/layers/reshaping/reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-12-16T15:47:15,004 copying build/lib/quantizeml/layers/reshaping/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-12-16T15:47:15,005 copying build/lib/quantizeml/layers/reshaping/permute.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers/reshaping 2025-12-16T15:47:15,007 copying build/lib/quantizeml/layers/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,009 copying build/lib/quantizeml/layers/extract_token.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,011 copying build/lib/quantizeml/layers/quantizer_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,014 copying build/lib/quantizeml/layers/quantization_params.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,016 copying build/lib/quantizeml/layers/observer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,018 copying build/lib/quantizeml/layers/pleiades.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,021 copying build/lib/quantizeml/layers/dropout.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,023 copying build/lib/quantizeml/layers/rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,025 copying build/lib/quantizeml/layers/multi_inbounds.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,027 copying build/lib/quantizeml/layers/dense.py -> build/bdist.linux-armv7l/wheel/./quantizeml/layers 2025-12-16T15:47:15,029 copying build/lib/quantizeml/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-12-16T15:47:15,031 copying build/lib/quantizeml/model_io.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-12-16T15:47:15,034 creating build/bdist.linux-armv7l/wheel/quantizeml/debugging 2025-12-16T15:47:15,035 copying build/lib/quantizeml/debugging/assertions.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging 2025-12-16T15:47:15,037 copying build/lib/quantizeml/debugging/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/debugging 2025-12-16T15:47:15,040 creating build/bdist.linux-armv7l/wheel/quantizeml/models 2025-12-16T15:47:15,041 copying build/lib/quantizeml/models/utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,043 copying build/lib/quantizeml/models/calibrate.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,047 creating build/bdist.linux-armv7l/wheel/quantizeml/models/transforms 2025-12-16T15:47:15,048 copying build/lib/quantizeml/models/transforms/replace_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,051 copying build/lib/quantizeml/models/transforms/split_layers_with_activations.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,053 copying build/lib/quantizeml/models/transforms/replace_conv3d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,056 copying build/lib/quantizeml/models/transforms/reconstruct_hard_silu.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,058 copying build/lib/quantizeml/models/transforms/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,060 copying build/lib/quantizeml/models/transforms/activation_maxpool.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,062 copying build/lib/quantizeml/models/transforms/convert_even_to_odd_kernel.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,066 copying build/lib/quantizeml/models/transforms/remove_zeropadding2d.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,068 copying build/lib/quantizeml/models/transforms/replace_lambda.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,071 copying build/lib/quantizeml/models/transforms/insert_layer.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,073 copying build/lib/quantizeml/models/transforms/split_concat_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,075 copying build/lib/quantizeml/models/transforms/conv_to_dw.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,077 copying build/lib/quantizeml/models/transforms/transforms_utils.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,080 copying build/lib/quantizeml/models/transforms/sanitize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,082 copying build/lib/quantizeml/models/transforms/align_rescaling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,084 copying build/lib/quantizeml/models/transforms/insert_identity_convs.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,087 copying build/lib/quantizeml/models/transforms/fold_batchnorms.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,090 copying build/lib/quantizeml/models/transforms/remove_reshape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,093 copying build/lib/quantizeml/models/transforms/invert_batchnorm_pooling.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,095 copying build/lib/quantizeml/models/transforms/split_dw_layers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models/transforms 2025-12-16T15:47:15,097 copying build/lib/quantizeml/models/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,099 copying build/lib/quantizeml/models/record.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,101 copying build/lib/quantizeml/models/quantize.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,104 copying build/lib/quantizeml/models/random.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,106 copying build/lib/quantizeml/models/shape.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,108 copying build/lib/quantizeml/models/reset_buffers.py -> build/bdist.linux-armv7l/wheel/./quantizeml/models 2025-12-16T15:47:15,110 copying build/lib/quantizeml/cli.py -> build/bdist.linux-armv7l/wheel/./quantizeml 2025-12-16T15:47:15,113 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors 2025-12-16T15:47:15,114 copying build/lib/quantizeml/tensors/qtensor.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-12-16T15:47:15,117 copying build/lib/quantizeml/tensors/fixed_point.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-12-16T15:47:15,120 copying build/lib/quantizeml/tensors/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-12-16T15:47:15,122 creating build/bdist.linux-armv7l/wheel/quantizeml/tensors/tf_dispatch 2025-12-16T15:47:15,124 copying build/lib/quantizeml/tensors/tf_dispatch/nn.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-12-16T15:47:15,126 copying build/lib/quantizeml/tensors/tf_dispatch/__init__.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-12-16T15:47:15,128 copying build/lib/quantizeml/tensors/tf_dispatch/reshaping.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-12-16T15:47:15,131 copying build/lib/quantizeml/tensors/tf_dispatch/math.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors/tf_dispatch 2025-12-16T15:47:15,135 copying build/lib/quantizeml/tensors/qfloat.py -> build/bdist.linux-armv7l/wheel/./quantizeml/tensors 2025-12-16T15:47:15,137 running install_egg_info 2025-12-16T15:47:15,156 running egg_info 2025-12-16T15:47:15,162 writing quantizeml.egg-info/PKG-INFO 2025-12-16T15:47:15,168 writing dependency_links to quantizeml.egg-info/dependency_links.txt 2025-12-16T15:47:15,169 writing entry points to quantizeml.egg-info/entry_points.txt 2025-12-16T15:47:15,172 writing requirements to quantizeml.egg-info/requires.txt 2025-12-16T15:47:15,173 writing top-level names to quantizeml.egg-info/top_level.txt 2025-12-16T15:47:15,200 reading manifest file 'quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:15,210 reading manifest template 'MANIFEST.in' 2025-12-16T15:47:15,211 adding license file 'LICENSE' 2025-12-16T15:47:15,220 writing manifest file 'quantizeml.egg-info/SOURCES.txt' 2025-12-16T15:47:15,222 Copying quantizeml.egg-info to build/bdist.linux-armv7l/wheel/./quantizeml-1.1.1-py3.11.egg-info 2025-12-16T15:47:15,235 running install_scripts 2025-12-16T15:47:15,248 creating build/bdist.linux-armv7l/wheel/quantizeml-1.1.1.dist-info/WHEEL 2025-12-16T15:47:15,251 creating '/tmp/pip-wheel-ad8f2hmf/.tmp-tegcl9hq/quantizeml-1.1.1-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2025-12-16T15:47:15,254 adding 'quantizeml/__init__.py' 2025-12-16T15:47:15,257 adding 'quantizeml/cli.py' 2025-12-16T15:47:15,258 adding 'quantizeml/model_io.py' 2025-12-16T15:47:15,260 adding 'quantizeml/random.py' 2025-12-16T15:47:15,261 adding 'quantizeml/version.py' 2025-12-16T15:47:15,263 adding 'quantizeml/analysis/__init__.py' 2025-12-16T15:47:15,264 adding 'quantizeml/analysis/cli.py' 2025-12-16T15:47:15,266 adding 'quantizeml/analysis/kernel_distribution.py' 2025-12-16T15:47:15,268 adding 'quantizeml/analysis/quantization_error_api.py' 2025-12-16T15:47:15,269 adding 'quantizeml/analysis/quantization_error/__init__.py' 2025-12-16T15:47:15,271 adding 'quantizeml/analysis/quantization_error/common.py' 2025-12-16T15:47:15,273 adding 'quantizeml/analysis/quantization_error/keras_quantization_error.py' 2025-12-16T15:47:15,275 adding 'quantizeml/analysis/quantization_error/onnx_quantization_error.py' 2025-12-16T15:47:15,276 adding 'quantizeml/analysis/tools/__init__.py' 2025-12-16T15:47:15,278 adding 'quantizeml/analysis/tools/decorators.py' 2025-12-16T15:47:15,279 adding 'quantizeml/analysis/tools/extractor.py' 2025-12-16T15:47:15,281 adding 'quantizeml/analysis/tools/metrics.py' 2025-12-16T15:47:15,283 adding 'quantizeml/debugging/__init__.py' 2025-12-16T15:47:15,284 adding 'quantizeml/debugging/assertions.py' 2025-12-16T15:47:15,286 adding 'quantizeml/layers/__init__.py' 2025-12-16T15:47:15,288 adding 'quantizeml/layers/activations.py' 2025-12-16T15:47:15,290 adding 'quantizeml/layers/buffer_temp_conv.py' 2025-12-16T15:47:15,293 adding 'quantizeml/layers/convolution.py' 2025-12-16T15:47:15,294 adding 'quantizeml/layers/dense.py' 2025-12-16T15:47:15,296 adding 'quantizeml/layers/depthwise_convolution.py' 2025-12-16T15:47:15,297 adding 'quantizeml/layers/dropout.py' 2025-12-16T15:47:15,299 adding 'quantizeml/layers/extract_token.py' 2025-12-16T15:47:15,302 adding 'quantizeml/layers/layers_base.py' 2025-12-16T15:47:15,303 adding 'quantizeml/layers/multi_inbounds.py' 2025-12-16T15:47:15,305 adding 'quantizeml/layers/observer.py' 2025-12-16T15:47:15,306 adding 'quantizeml/layers/pleiades.py' 2025-12-16T15:47:15,308 adding 'quantizeml/layers/pooling.py' 2025-12-16T15:47:15,310 adding 'quantizeml/layers/quantization_params.py' 2025-12-16T15:47:15,311 adding 'quantizeml/layers/quantizer_layers.py' 2025-12-16T15:47:15,313 adding 'quantizeml/layers/recorders.py' 2025-12-16T15:47:15,315 adding 'quantizeml/layers/rescaling.py' 2025-12-16T15:47:15,316 adding 'quantizeml/layers/separable_convolution.py' 2025-12-16T15:47:15,318 adding 'quantizeml/layers/stateful_recurrent.py' 2025-12-16T15:47:15,320 adding 'quantizeml/layers/quantizers/__init__.py' 2025-12-16T15:47:15,322 adding 'quantizeml/layers/quantizers/aligned_weight_quantizer.py' 2025-12-16T15:47:15,323 adding 'quantizeml/layers/quantizers/base_quantizer.py' 2025-12-16T15:47:15,325 adding 'quantizeml/layers/quantizers/output_quantizer.py' 2025-12-16T15:47:15,327 adding 'quantizeml/layers/quantizers/weight_quantizer.py' 2025-12-16T15:47:15,329 adding 'quantizeml/layers/reshaping/__init__.py' 2025-12-16T15:47:15,330 adding 'quantizeml/layers/reshaping/flatten.py' 2025-12-16T15:47:15,331 adding 'quantizeml/layers/reshaping/permute.py' 2025-12-16T15:47:15,333 adding 'quantizeml/layers/reshaping/reshape.py' 2025-12-16T15:47:15,335 adding 'quantizeml/models/__init__.py' 2025-12-16T15:47:15,338 adding 'quantizeml/models/calibrate.py' 2025-12-16T15:47:15,342 adding 'quantizeml/models/quantize.py' 2025-12-16T15:47:15,344 adding 'quantizeml/models/random.py' 2025-12-16T15:47:15,346 adding 'quantizeml/models/record.py' 2025-12-16T15:47:15,347 adding 'quantizeml/models/reset_buffers.py' 2025-12-16T15:47:15,349 adding 'quantizeml/models/shape.py' 2025-12-16T15:47:15,350 adding 'quantizeml/models/utils.py' 2025-12-16T15:47:15,353 adding 'quantizeml/models/transforms/__init__.py' 2025-12-16T15:47:15,354 adding 'quantizeml/models/transforms/activation_maxpool.py' 2025-12-16T15:47:15,356 adding 'quantizeml/models/transforms/align_rescaling.py' 2025-12-16T15:47:15,357 adding 'quantizeml/models/transforms/conv_to_dw.py' 2025-12-16T15:47:15,359 adding 'quantizeml/models/transforms/convert_even_to_odd_kernel.py' 2025-12-16T15:47:15,361 adding 'quantizeml/models/transforms/fold_batchnorms.py' 2025-12-16T15:47:15,363 adding 'quantizeml/models/transforms/insert_identity_convs.py' 2025-12-16T15:47:15,365 adding 'quantizeml/models/transforms/insert_layer.py' 2025-12-16T15:47:15,366 adding 'quantizeml/models/transforms/invert_batchnorm_pooling.py' 2025-12-16T15:47:15,368 adding 'quantizeml/models/transforms/reconstruct_hard_silu.py' 2025-12-16T15:47:15,369 adding 'quantizeml/models/transforms/remove_reshape.py' 2025-12-16T15:47:15,371 adding 'quantizeml/models/transforms/remove_zeropadding2d.py' 2025-12-16T15:47:15,372 adding 'quantizeml/models/transforms/replace_activations.py' 2025-12-16T15:47:15,375 adding 'quantizeml/models/transforms/replace_conv3d.py' 2025-12-16T15:47:15,377 adding 'quantizeml/models/transforms/replace_lambda.py' 2025-12-16T15:47:15,378 adding 'quantizeml/models/transforms/sanitize.py' 2025-12-16T15:47:15,380 adding 'quantizeml/models/transforms/split_concat_layers.py' 2025-12-16T15:47:15,381 adding 'quantizeml/models/transforms/split_dw_layers.py' 2025-12-16T15:47:15,382 adding 'quantizeml/models/transforms/split_layers_with_activations.py' 2025-12-16T15:47:15,384 adding 'quantizeml/models/transforms/transforms_utils.py' 2025-12-16T15:47:15,386 adding 'quantizeml/onnx_support/__init__.py' 2025-12-16T15:47:15,388 adding 'quantizeml/onnx_support/random.py' 2025-12-16T15:47:15,389 adding 'quantizeml/onnx_support/graph_tools/__init__.py' 2025-12-16T15:47:15,391 adding 'quantizeml/onnx_support/graph_tools/field.py' 2025-12-16T15:47:15,392 adding 'quantizeml/onnx_support/graph_tools/node.py' 2025-12-16T15:47:15,393 adding 'quantizeml/onnx_support/graph_tools/opset.py' 2025-12-16T15:47:15,395 adding 'quantizeml/onnx_support/graph_tools/tensor.py' 2025-12-16T15:47:15,396 adding 'quantizeml/onnx_support/graph_tools/variable.py' 2025-12-16T15:47:15,398 adding 'quantizeml/onnx_support/layers/__init__.py' 2025-12-16T15:47:15,400 adding 'quantizeml/onnx_support/layers/base_layer.py' 2025-12-16T15:47:15,402 adding 'quantizeml/onnx_support/layers/buffer_temp_conv.py' 2025-12-16T15:47:15,404 adding 'quantizeml/onnx_support/layers/compute_shapes.py' 2025-12-16T15:47:15,406 adding 'quantizeml/onnx_support/layers/conv2d.py' 2025-12-16T15:47:15,408 adding 'quantizeml/onnx_support/layers/conv2dtranspose.py' 2025-12-16T15:47:15,410 adding 'quantizeml/onnx_support/layers/dense.py' 2025-12-16T15:47:15,412 adding 'quantizeml/onnx_support/layers/depthwise2d.py' 2025-12-16T15:47:15,413 adding 'quantizeml/onnx_support/layers/layer_compatibility.py' 2025-12-16T15:47:15,415 adding 'quantizeml/onnx_support/layers/multi_inbounds.py' 2025-12-16T15:47:15,417 adding 'quantizeml/onnx_support/layers/quantizers.py' 2025-12-16T15:47:15,418 adding 'quantizeml/onnx_support/layers/register.py' 2025-12-16T15:47:15,419 adding 'quantizeml/onnx_support/layers/set_weights.py' 2025-12-16T15:47:15,421 adding 'quantizeml/onnx_support/layers/subgraph_ops/__init__.py' 2025-12-16T15:47:15,423 adding 'quantizeml/onnx_support/layers/subgraph_ops/activation.py' 2025-12-16T15:47:15,424 adding 'quantizeml/onnx_support/layers/subgraph_ops/cast.py' 2025-12-16T15:47:15,425 adding 'quantizeml/onnx_support/layers/subgraph_ops/input_shift.py' 2025-12-16T15:47:15,427 adding 'quantizeml/onnx_support/layers/subgraph_ops/output_scale.py' 2025-12-16T15:47:15,428 adding 'quantizeml/onnx_support/layers/subgraph_ops/padding.py' 2025-12-16T15:47:15,430 adding 'quantizeml/onnx_support/layers/subgraph_ops/pooling.py' 2025-12-16T15:47:15,431 adding 'quantizeml/onnx_support/quantization/__init__.py' 2025-12-16T15:47:15,433 adding 'quantizeml/onnx_support/quantization/calibration.py' 2025-12-16T15:47:15,435 adding 'quantizeml/onnx_support/quantization/data_reader.py' 2025-12-16T15:47:15,436 adding 'quantizeml/onnx_support/quantization/model.py' 2025-12-16T15:47:15,439 adding 'quantizeml/onnx_support/quantization/quantize.py' 2025-12-16T15:47:15,441 adding 'quantizeml/onnx_support/quantization/register_patterns.py' 2025-12-16T15:47:15,442 adding 'quantizeml/onnx_support/quantization/shape.py' 2025-12-16T15:47:15,444 adding 'quantizeml/onnx_support/quantization/core/__init__.py' 2025-12-16T15:47:15,445 adding 'quantizeml/onnx_support/quantization/core/activations.py' 2025-12-16T15:47:15,446 adding 'quantizeml/onnx_support/quantization/core/aligned_weights.py' 2025-12-16T15:47:15,448 adding 'quantizeml/onnx_support/quantization/core/input_scale.py' 2025-12-16T15:47:15,449 adding 'quantizeml/onnx_support/quantization/core/numpy_helpers.py' 2025-12-16T15:47:15,450 adding 'quantizeml/onnx_support/quantization/core/outputs.py' 2025-12-16T15:47:15,452 adding 'quantizeml/onnx_support/quantization/core/weights.py' 2025-12-16T15:47:15,454 adding 'quantizeml/onnx_support/quantization/transforms/__init__.py' 2025-12-16T15:47:15,456 adding 'quantizeml/onnx_support/quantization/transforms/align_rescaling.py' 2025-12-16T15:47:15,457 adding 'quantizeml/onnx_support/quantization/transforms/clone_shared_inputs.py' 2025-12-16T15:47:15,458 adding 'quantizeml/onnx_support/quantization/transforms/convert_avg_and_rmean_to_gap.py' 2025-12-16T15:47:15,460 adding 'quantizeml/onnx_support/quantization/transforms/convert_conv_to_gemm.py' 2025-12-16T15:47:15,461 adding 'quantizeml/onnx_support/quantization/transforms/convert_even_to_odd_kernel.py' 2025-12-16T15:47:15,463 adding 'quantizeml/onnx_support/quantization/transforms/convert_matmul_to_gemm.py' 2025-12-16T15:47:15,464 adding 'quantizeml/onnx_support/quantization/transforms/convert_min_max_to_clip.py' 2025-12-16T15:47:15,465 adding 'quantizeml/onnx_support/quantization/transforms/convert_resize_to_depthwise_transpose.py' 2025-12-16T15:47:15,467 adding 'quantizeml/onnx_support/quantization/transforms/insert_identity_convs.py' 2025-12-16T15:47:15,469 adding 'quantizeml/onnx_support/quantization/transforms/insert_rescaling.py' 2025-12-16T15:47:15,470 adding 'quantizeml/onnx_support/quantization/transforms/invert_activation_maxpool.py' 2025-12-16T15:47:15,472 adding 'quantizeml/onnx_support/quantization/transforms/invert_batchnorm_pooling.py' 2025-12-16T15:47:15,473 adding 'quantizeml/onnx_support/quantization/transforms/reduce_math_constant_ops.py' 2025-12-16T15:47:15,475 adding 'quantizeml/onnx_support/quantization/transforms/remove_reshape.py' 2025-12-16T15:47:15,476 adding 'quantizeml/onnx_support/quantization/transforms/replace_activations.py' 2025-12-16T15:47:15,478 adding 'quantizeml/onnx_support/quantization/transforms/replace_conv3d.py' 2025-12-16T15:47:15,480 adding 'quantizeml/onnx_support/quantization/transforms/sanitize.py' 2025-12-16T15:47:15,481 adding 'quantizeml/onnx_support/quantization/transforms/split_concat_and_sum_nodes.py' 2025-12-16T15:47:15,483 adding 'quantizeml/onnx_support/quantization/transforms/split_dw_nodes.py' 2025-12-16T15:47:15,484 adding 'quantizeml/onnx_support/quantization/transforms/squeeze_reshape_to_flatten.py' 2025-12-16T15:47:15,486 adding 'quantizeml/onnx_support/quantization/transforms/swap_pad_transpose.py' 2025-12-16T15:47:15,487 adding 'quantizeml/onnx_support/quantization/transforms/unify_pads_format.py' 2025-12-16T15:47:15,488 adding 'quantizeml/onnx_support/quantization/transforms/untranspose_gemm_weights.py' 2025-12-16T15:47:15,490 adding 'quantizeml/onnx_support/quantization/transforms/utils.py' 2025-12-16T15:47:15,492 adding 'quantizeml/tensors/__init__.py' 2025-12-16T15:47:15,495 adding 'quantizeml/tensors/fixed_point.py' 2025-12-16T15:47:15,497 adding 'quantizeml/tensors/qfloat.py' 2025-12-16T15:47:15,499 adding 'quantizeml/tensors/qtensor.py' 2025-12-16T15:47:15,501 adding 'quantizeml/tensors/tf_dispatch/__init__.py' 2025-12-16T15:47:15,502 adding 'quantizeml/tensors/tf_dispatch/math.py' 2025-12-16T15:47:15,505 adding 'quantizeml/tensors/tf_dispatch/nn.py' 2025-12-16T15:47:15,508 adding 'quantizeml/tensors/tf_dispatch/reshaping.py' 2025-12-16T15:47:15,511 adding 'quantizeml-1.1.1.dist-info/licenses/LICENSE' 2025-12-16T15:47:15,513 adding 'quantizeml-1.1.1.dist-info/METADATA' 2025-12-16T15:47:15,514 adding 'quantizeml-1.1.1.dist-info/WHEEL' 2025-12-16T15:47:15,515 adding 'quantizeml-1.1.1.dist-info/entry_points.txt' 2025-12-16T15:47:15,516 adding 'quantizeml-1.1.1.dist-info/top_level.txt' 2025-12-16T15:47:15,519 adding 'quantizeml-1.1.1.dist-info/RECORD' 2025-12-16T15:47:15,525 removing build/bdist.linux-armv7l/wheel 2025-12-16T15:47:15,663 Building wheel for quantizeml (pyproject.toml): finished with status 'done' 2025-12-16T15:47:15,675 Created wheel for quantizeml: filename=quantizeml-1.1.1-py3-none-any.whl size=302050 sha256=38dd638ec24441d9ace868c42e870766946f597fdc1b2006c6599064fde8bf87 2025-12-16T15:47:15,676 Stored in directory: /tmp/pip-ephem-wheel-cache-pzeoo70l/wheels/24/3a/70/37b9d9f9dffade4a6f9832281c20fc2b09e3833719aea73dba 2025-12-16T15:47:15,692 Successfully built quantizeml 2025-12-16T15:47:15,713 Removed build tracker: '/tmp/pip-build-tracker-_kp4jx_a'