2023-10-06T11:16:20,297 Created temporary directory: /tmp/pip-build-tracker-r_be4d1c 2023-10-06T11:16:20,298 Initialized build tracking at /tmp/pip-build-tracker-r_be4d1c 2023-10-06T11:16:20,298 Created build tracker: /tmp/pip-build-tracker-r_be4d1c 2023-10-06T11:16:20,299 Entered build tracker: /tmp/pip-build-tracker-r_be4d1c 2023-10-06T11:16:20,300 Created temporary directory: /tmp/pip-wheel-1bxz8a1a 2023-10-06T11:16:20,303 Created temporary directory: /tmp/pip-ephem-wheel-cache-m6g2iwgp 2023-10-06T11:16:20,324 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2023-10-06T11:16:20,328 2 location(s) to search for versions of marquetry: 2023-10-06T11:16:20,328 * https://pypi.org/simple/marquetry/ 2023-10-06T11:16:20,328 * https://www.piwheels.org/simple/marquetry/ 2023-10-06T11:16:20,329 Fetching project page and analyzing links: https://pypi.org/simple/marquetry/ 2023-10-06T11:16:20,330 Getting page https://pypi.org/simple/marquetry/ 2023-10-06T11:16:20,331 Found index url https://pypi.org/simple/ 2023-10-06T11:16:20,546 Fetched page https://pypi.org/simple/marquetry/ as application/vnd.pypi.simple.v1+json 2023-10-06T11:16:20,549 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/22/80/012bfa8893eb7b28b0ab484396c25f12fc132fab86b09fd041a06257fbdb/marquetry-0.0.1-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-06T11:16:20,550 Found link https://files.pythonhosted.org/packages/fc/a2/a82f09299f6e85355c16f7ec498c2d2cb792a625e026b4786cd30ba4a07c/marquetry-0.0.1.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.0.1 2023-10-06T11:16:20,551 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/28/78/b22d7c6c38913def3f7765b364ffc42836ad309edc0af991c8dd9c7f450d/marquetry-0.0.2-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-06T11:16:20,552 Found link https://files.pythonhosted.org/packages/b0/62/8ca6b69a32a1ce771376294458eb2e981d2c1029d9587b13cc1c0da3a446/marquetry-0.0.2.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.0.2 2023-10-06T11:16:20,552 Skipping link: No binaries permitted for marquetry: https://files.pythonhosted.org/packages/c0/2e/2adf392d09c98f47002fa77d4b19143c75a13ca93d0a9da55ed05532ab3f/marquetry-0.1.0-py3-none-any.whl (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-06T11:16:20,553 Found link https://files.pythonhosted.org/packages/20/2c/91efc6d4eb165c43fa24df63ea023eb8258699b4bb44a45545696c65f088/marquetry-0.1.0.tar.gz (from https://pypi.org/simple/marquetry/) (requires-python:>=3.8), version: 0.1.0 2023-10-06T11:16:20,554 Fetching project page and analyzing links: https://www.piwheels.org/simple/marquetry/ 2023-10-06T11:16:20,555 Getting page https://www.piwheels.org/simple/marquetry/ 2023-10-06T11:16:20,557 Found index url https://www.piwheels.org/simple/ 2023-10-06T11:16:20,713 Fetched page https://www.piwheels.org/simple/marquetry/ as text/html 2023-10-06T11:16:20,715 Skipping link: No binaries permitted for marquetry: https://www.piwheels.org/simple/marquetry/marquetry-0.0.2-py3-none-any.whl#sha256=589464edf84543d109006a7f27bea08c40cfcef9b84ddf25b6e63adf4573d052 (from https://www.piwheels.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-06T11:16:20,716 Skipping link: No binaries permitted for marquetry: https://www.piwheels.org/simple/marquetry/marquetry-0.0.1-py3-none-any.whl#sha256=a0680babcad983560e6473aae6526e743ce8afff192184b8014210c1a1e275af (from https://www.piwheels.org/simple/marquetry/) (requires-python:>=3.8) 2023-10-06T11:16:20,717 Skipping link: not a file: https://www.piwheels.org/simple/marquetry/ 2023-10-06T11:16:20,717 Skipping link: not a file: https://pypi.org/simple/marquetry/ 2023-10-06T11:16:20,738 Given no hashes to check 1 links for project 'marquetry': discarding no candidates 2023-10-06T11:16:20,758 Collecting marquetry==0.1.0 2023-10-06T11:16:20,760 Created temporary directory: /tmp/pip-unpack-wmtvk2nu 2023-10-06T11:16:20,975 Downloading marquetry-0.1.0.tar.gz (87 kB) 2023-10-06T11:16:21,415 Added marquetry==0.1.0 from https://files.pythonhosted.org/packages/20/2c/91efc6d4eb165c43fa24df63ea023eb8258699b4bb44a45545696c65f088/marquetry-0.1.0.tar.gz to build tracker '/tmp/pip-build-tracker-r_be4d1c' 2023-10-06T11:16:21,417 Running setup.py (path:/tmp/pip-wheel-1bxz8a1a/marquetry_94cfe8b2876944eeb9eedc96a4a10444/setup.py) egg_info for package marquetry 2023-10-06T11:16:21,418 Created temporary directory: /tmp/pip-pip-egg-info-nhcfaxew 2023-10-06T11:16:21,418 Preparing metadata (setup.py): started 2023-10-06T11:16:21,420 Running command python setup.py egg_info 2023-10-06T11:16:22,495 running egg_info 2023-10-06T11:16:22,496 creating /tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info 2023-10-06T11:16:22,523 writing /tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/PKG-INFO 2023-10-06T11:16:22,526 writing dependency_links to /tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/dependency_links.txt 2023-10-06T11:16:22,528 writing requirements to /tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/requires.txt 2023-10-06T11:16:22,529 writing top-level names to /tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/top_level.txt 2023-10-06T11:16:22,531 writing manifest file '/tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/SOURCES.txt' 2023-10-06T11:16:22,635 reading manifest file '/tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/SOURCES.txt' 2023-10-06T11:16:22,636 adding license file 'LICENSE.md' 2023-10-06T11:16:22,643 writing manifest file '/tmp/pip-pip-egg-info-nhcfaxew/marquetry.egg-info/SOURCES.txt' 2023-10-06T11:16:22,756 Preparing metadata (setup.py): finished with status 'done' 2023-10-06T11:16:22,760 Source in /tmp/pip-wheel-1bxz8a1a/marquetry_94cfe8b2876944eeb9eedc96a4a10444 has version 0.1.0, which satisfies requirement marquetry==0.1.0 from https://files.pythonhosted.org/packages/20/2c/91efc6d4eb165c43fa24df63ea023eb8258699b4bb44a45545696c65f088/marquetry-0.1.0.tar.gz 2023-10-06T11:16:22,761 Removed marquetry==0.1.0 from https://files.pythonhosted.org/packages/20/2c/91efc6d4eb165c43fa24df63ea023eb8258699b4bb44a45545696c65f088/marquetry-0.1.0.tar.gz from build tracker '/tmp/pip-build-tracker-r_be4d1c' 2023-10-06T11:16:22,767 Created temporary directory: /tmp/pip-unpack-b4yujhr3 2023-10-06T11:16:22,768 Created temporary directory: /tmp/pip-unpack-gbctxp1p 2023-10-06T11:16:22,774 Building wheels for collected packages: marquetry 2023-10-06T11:16:22,778 Created temporary directory: /tmp/pip-wheel-zs9hmz8j 2023-10-06T11:16:22,779 Building wheel for marquetry (setup.py): started 2023-10-06T11:16:22,780 Destination directory: /tmp/pip-wheel-zs9hmz8j 2023-10-06T11:16:22,781 Running command python setup.py bdist_wheel 2023-10-06T11:16:23,819 running bdist_wheel 2023-10-06T11:16:23,953 running build 2023-10-06T11:16:23,954 running build_py 2023-10-06T11:16:23,982 creating build 2023-10-06T11:16:23,983 creating build/lib 2023-10-06T11:16:23,984 creating build/lib/marquetry 2023-10-06T11:16:23,987 copying marquetry/__init__.py -> build/lib/marquetry 2023-10-06T11:16:23,989 copying marquetry/configuration.py -> build/lib/marquetry 2023-10-06T11:16:23,991 copying marquetry/layer.py -> build/lib/marquetry 2023-10-06T11:16:23,993 copying marquetry/container.py -> build/lib/marquetry 2023-10-06T11:16:23,996 copying marquetry/preprocess.py -> build/lib/marquetry 2023-10-06T11:16:23,999 copying marquetry/optimizer.py -> build/lib/marquetry 2023-10-06T11:16:24,000 copying marquetry/model.py -> build/lib/marquetry 2023-10-06T11:16:24,003 copying marquetry/cuda_backend.py -> build/lib/marquetry 2023-10-06T11:16:24,005 copying marquetry/dataset.py -> build/lib/marquetry 2023-10-06T11:16:24,007 copying marquetry/function.py -> build/lib/marquetry 2023-10-06T11:16:24,009 copying marquetry/machine_learning.py -> build/lib/marquetry 2023-10-06T11:16:24,011 creating build/lib/marquetry/transformers 2023-10-06T11:16:24,012 copying marquetry/transformers/__init__.py -> build/lib/marquetry/transformers 2023-10-06T11:16:24,015 copying marquetry/transformers/normalize.py -> build/lib/marquetry/transformers 2023-10-06T11:16:24,017 copying marquetry/transformers/astypes.py -> build/lib/marquetry/transformers 2023-10-06T11:16:24,018 copying marquetry/transformers/compose.py -> build/lib/marquetry/transformers 2023-10-06T11:16:24,020 copying marquetry/transformers/flatten.py -> build/lib/marquetry/transformers 2023-10-06T11:16:24,022 creating build/lib/marquetry/functions 2023-10-06T11:16:24,023 copying marquetry/functions/__init__.py -> build/lib/marquetry/functions 2023-10-06T11:16:24,025 creating build/lib/marquetry/preprocesses 2023-10-06T11:16:24,026 copying marquetry/preprocesses/__init__.py -> build/lib/marquetry/preprocesses 2023-10-06T11:16:24,030 creating build/lib/marquetry/models 2023-10-06T11:16:24,030 copying marquetry/models/__init__.py -> build/lib/marquetry/models 2023-10-06T11:16:24,033 creating build/lib/marquetry/dataloaders 2023-10-06T11:16:24,033 copying marquetry/dataloaders/__init__.py -> build/lib/marquetry/dataloaders 2023-10-06T11:16:24,035 copying marquetry/dataloaders/dataloader.py -> build/lib/marquetry/dataloaders 2023-10-06T11:16:24,037 copying marquetry/dataloaders/sequence_dataloader.py -> build/lib/marquetry/dataloaders 2023-10-06T11:16:24,039 creating build/lib/marquetry/layers 2023-10-06T11:16:24,040 copying marquetry/layers/__init__.py -> build/lib/marquetry/layers 2023-10-06T11:16:24,043 creating build/lib/marquetry/datasets 2023-10-06T11:16:24,044 copying marquetry/datasets/__init__.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,046 copying marquetry/datasets/spiral.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,047 copying marquetry/datasets/fashion_mnist.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,049 copying marquetry/datasets/csv_loader.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,052 copying marquetry/datasets/mnist.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,055 copying marquetry/datasets/trigonometric_curve.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,057 copying marquetry/datasets/titanic.py -> build/lib/marquetry/datasets 2023-10-06T11:16:24,059 creating build/lib/marquetry/utils 2023-10-06T11:16:24,060 copying marquetry/utils/__init__.py -> build/lib/marquetry/utils 2023-10-06T11:16:24,063 creating build/lib/marquetry/optimizers 2023-10-06T11:16:24,063 copying marquetry/optimizers/__init__.py -> build/lib/marquetry/optimizers 2023-10-06T11:16:24,066 copying marquetry/optimizers/ada_grad.py -> build/lib/marquetry/optimizers 2023-10-06T11:16:24,067 copying marquetry/optimizers/rmsprop.py -> build/lib/marquetry/optimizers 2023-10-06T11:16:24,069 copying marquetry/optimizers/sgd.py -> build/lib/marquetry/optimizers 2023-10-06T11:16:24,071 copying marquetry/optimizers/momentum_sgd.py -> build/lib/marquetry/optimizers 2023-10-06T11:16:24,073 copying marquetry/optimizers/adam.py -> build/lib/marquetry/optimizers 2023-10-06T11:16:24,075 creating build/lib/marquetry/ml 2023-10-06T11:16:24,076 copying marquetry/ml/__init__.py -> build/lib/marquetry/ml 2023-10-06T11:16:24,078 creating build/lib/marquetry/functions/loss 2023-10-06T11:16:24,079 copying marquetry/functions/loss/__init__.py -> build/lib/marquetry/functions/loss 2023-10-06T11:16:24,081 creating build/lib/marquetry/functions/connection 2023-10-06T11:16:24,082 copying marquetry/functions/connection/__init__.py -> build/lib/marquetry/functions/connection 2023-10-06T11:16:24,084 copying marquetry/functions/connection/convolution_2d_grad_w.py -> build/lib/marquetry/functions/connection 2023-10-06T11:16:24,086 copying marquetry/functions/connection/linear.py -> build/lib/marquetry/functions/connection 2023-10-06T11:16:24,087 copying marquetry/functions/connection/deconvolution_2d.py -> build/lib/marquetry/functions/connection 2023-10-06T11:16:24,090 copying marquetry/functions/connection/convolution_2d.py -> build/lib/marquetry/functions/connection 2023-10-06T11:16:24,092 creating build/lib/marquetry/functions/evaluation 2023-10-06T11:16:24,093 copying marquetry/functions/evaluation/__init__.py -> build/lib/marquetry/functions/evaluation 2023-10-06T11:16:24,096 creating build/lib/marquetry/functions/pooling 2023-10-06T11:16:24,097 copying marquetry/functions/pooling/__init__.py -> build/lib/marquetry/functions/pooling 2023-10-06T11:16:24,098 copying marquetry/functions/pooling/max_pooling2d.py -> build/lib/marquetry/functions/pooling 2023-10-06T11:16:24,101 creating build/lib/marquetry/functions/activations 2023-10-06T11:16:24,102 copying marquetry/functions/activations/__init__.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,104 copying marquetry/functions/activations/softmax.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,106 copying marquetry/functions/activations/log_softmax.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,107 copying marquetry/functions/activations/relu.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,109 copying marquetry/functions/activations/sigmoid.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,111 copying marquetry/functions/activations/tanh.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,113 copying marquetry/functions/activations/leaky_relu.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,114 copying marquetry/functions/activations/identity.py -> build/lib/marquetry/functions/activations 2023-10-06T11:16:24,117 creating build/lib/marquetry/functions/math 2023-10-06T11:16:24,118 copying marquetry/functions/math/__init__.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,120 copying marquetry/functions/math/clip.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,121 copying marquetry/functions/math/max.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,123 copying marquetry/functions/math/matmul.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,125 copying marquetry/functions/math/sum.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,127 copying marquetry/functions/math/exponential.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,129 copying marquetry/functions/math/basic.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,132 copying marquetry/functions/math/absolute.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,134 copying marquetry/functions/math/average.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,136 copying marquetry/functions/math/hyperbolic.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,138 copying marquetry/functions/math/trigonometric.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,139 copying marquetry/functions/math/min.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,141 copying marquetry/functions/math/reciprocal.py -> build/lib/marquetry/functions/math 2023-10-06T11:16:24,144 creating build/lib/marquetry/functions/normalization 2023-10-06T11:16:24,145 copying marquetry/functions/normalization/__init__.py -> build/lib/marquetry/functions/normalization 2023-10-06T11:16:24,147 copying marquetry/functions/normalization/batch_normalization.py -> build/lib/marquetry/functions/normalization 2023-10-06T11:16:24,149 creating build/lib/marquetry/functions/array 2023-10-06T11:16:24,150 copying marquetry/functions/array/__init__.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,152 copying marquetry/functions/array/im2col.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,154 copying marquetry/functions/array/sum_to.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,156 copying marquetry/functions/array/get_item.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,158 copying marquetry/functions/array/repeat.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,160 copying marquetry/functions/array/unsqueeze.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,162 copying marquetry/functions/array/broadcast_to.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,164 copying marquetry/functions/array/squeeze.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,166 copying marquetry/functions/array/transpose.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,168 copying marquetry/functions/array/col2im.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,170 copying marquetry/functions/array/reshape.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,172 copying marquetry/functions/array/concat.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,174 copying marquetry/functions/array/flatten.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,176 copying marquetry/functions/array/split.py -> build/lib/marquetry/functions/array 2023-10-06T11:16:24,178 creating build/lib/marquetry/functions/regularization 2023-10-06T11:16:24,179 copying marquetry/functions/regularization/dropout.py -> build/lib/marquetry/functions/regularization 2023-10-06T11:16:24,181 copying marquetry/functions/regularization/__init__.py -> build/lib/marquetry/functions/regularization 2023-10-06T11:16:24,183 creating build/lib/marquetry/functions/loss/classification 2023-10-06T11:16:24,184 copying marquetry/functions/loss/classification/__init__.py -> build/lib/marquetry/functions/loss/classification 2023-10-06T11:16:24,186 copying marquetry/functions/loss/classification/softmax_cross_entropy.py -> build/lib/marquetry/functions/loss/classification 2023-10-06T11:16:24,187 copying marquetry/functions/loss/classification/sigmoid_cross_entropy.py -> build/lib/marquetry/functions/loss/classification 2023-10-06T11:16:24,189 copying marquetry/functions/loss/classification/classification_cross_entropy.py -> build/lib/marquetry/functions/loss/classification 2023-10-06T11:16:24,192 creating build/lib/marquetry/functions/loss/regression 2023-10-06T11:16:24,193 copying marquetry/functions/loss/regression/__init__.py -> build/lib/marquetry/functions/loss/regression 2023-10-06T11:16:24,194 copying marquetry/functions/loss/regression/mean_squared_error.py -> build/lib/marquetry/functions/loss/regression 2023-10-06T11:16:24,196 copying marquetry/functions/loss/regression/mean_absolute_error.py -> build/lib/marquetry/functions/loss/regression 2023-10-06T11:16:24,199 creating build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,200 copying marquetry/functions/evaluation/classification/__init__.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,202 copying marquetry/functions/evaluation/classification/precision.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,204 copying marquetry/functions/evaluation/classification/accuracy.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,206 copying marquetry/functions/evaluation/classification/recall.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,208 copying marquetry/functions/evaluation/classification/f_score.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,211 copying marquetry/functions/evaluation/classification/classification_error.py -> build/lib/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,213 creating build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,214 copying marquetry/functions/evaluation/regression/__init__.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,216 copying marquetry/functions/evaluation/regression/mean_squared_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,218 copying marquetry/functions/evaluation/regression/multiple_correlation_coefficient.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,220 copying marquetry/functions/evaluation/regression/root_mean_squared_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,222 copying marquetry/functions/evaluation/regression/r2_score.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,224 copying marquetry/functions/evaluation/regression/relative_squared_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,226 copying marquetry/functions/evaluation/regression/relative_absolute_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,228 copying marquetry/functions/evaluation/regression/mean_absolute_error.py -> build/lib/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,230 creating build/lib/marquetry/preprocesses/imputation 2023-10-06T11:16:24,231 copying marquetry/preprocesses/imputation/__init__.py -> build/lib/marquetry/preprocesses/imputation 2023-10-06T11:16:24,232 copying marquetry/preprocesses/imputation/miss_imputation.py -> build/lib/marquetry/preprocesses/imputation 2023-10-06T11:16:24,235 creating build/lib/marquetry/preprocesses/normalize 2023-10-06T11:16:24,236 copying marquetry/preprocesses/normalize/__init__.py -> build/lib/marquetry/preprocesses/normalize 2023-10-06T11:16:24,237 copying marquetry/preprocesses/normalize/column_normalize.py -> build/lib/marquetry/preprocesses/normalize 2023-10-06T11:16:24,240 copying marquetry/preprocesses/normalize/column_standardize.py -> build/lib/marquetry/preprocesses/normalize 2023-10-06T11:16:24,242 creating build/lib/marquetry/preprocesses/encodes 2023-10-06T11:16:24,243 copying marquetry/preprocesses/encodes/__init__.py -> build/lib/marquetry/preprocesses/encodes 2023-10-06T11:16:24,245 copying marquetry/preprocesses/encodes/label_encode.py -> build/lib/marquetry/preprocesses/encodes 2023-10-06T11:16:24,247 copying marquetry/preprocesses/encodes/one_hot_encode.py -> build/lib/marquetry/preprocesses/encodes 2023-10-06T11:16:24,250 creating build/lib/marquetry/models/sequential_wrapper 2023-10-06T11:16:24,251 copying marquetry/models/sequential_wrapper/__init__.py -> build/lib/marquetry/models/sequential_wrapper 2023-10-06T11:16:24,253 copying marquetry/models/sequential_wrapper/sequential.py -> build/lib/marquetry/models/sequential_wrapper 2023-10-06T11:16:24,255 creating build/lib/marquetry/models/cnn 2023-10-06T11:16:24,256 copying marquetry/models/cnn/__init__.py -> build/lib/marquetry/models/cnn 2023-10-06T11:16:24,257 copying marquetry/models/cnn/cnn.py -> build/lib/marquetry/models/cnn 2023-10-06T11:16:24,259 creating build/lib/marquetry/models/multi_layer_fnn 2023-10-06T11:16:24,260 copying marquetry/models/multi_layer_fnn/__init__.py -> build/lib/marquetry/models/multi_layer_fnn 2023-10-06T11:16:24,262 copying marquetry/models/multi_layer_fnn/mlp.py -> build/lib/marquetry/models/multi_layer_fnn 2023-10-06T11:16:24,265 creating build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,265 copying marquetry/layers/recurrent/__init__.py -> build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,267 copying marquetry/layers/recurrent/rnn.py -> build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,269 copying marquetry/layers/recurrent/lstm.py -> build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,271 copying marquetry/layers/recurrent/gru.py -> build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,273 copying marquetry/layers/recurrent/bi_lstm.py -> build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,275 copying marquetry/layers/recurrent/embedding.py -> build/lib/marquetry/layers/recurrent 2023-10-06T11:16:24,277 creating build/lib/marquetry/layers/normalize 2023-10-06T11:16:24,278 copying marquetry/layers/normalize/__init__.py -> build/lib/marquetry/layers/normalize 2023-10-06T11:16:24,280 copying marquetry/layers/normalize/batch_normalization.py -> build/lib/marquetry/layers/normalize 2023-10-06T11:16:24,283 creating build/lib/marquetry/layers/array 2023-10-06T11:16:24,284 copying marquetry/layers/array/__init__.py -> build/lib/marquetry/layers/array 2023-10-06T11:16:24,285 copying marquetry/layers/array/linear.py -> build/lib/marquetry/layers/array 2023-10-06T11:16:24,287 copying marquetry/layers/array/deconvolution_2d.py -> build/lib/marquetry/layers/array 2023-10-06T11:16:24,289 copying marquetry/layers/array/convolution_2d.py -> build/lib/marquetry/layers/array 2023-10-06T11:16:24,291 creating build/lib/marquetry/utils/tree_utils 2023-10-06T11:16:24,292 copying marquetry/utils/tree_utils/__init__.py -> build/lib/marquetry/utils/tree_utils 2023-10-06T11:16:24,294 copying marquetry/utils/tree_utils/impurity_criterion.py -> build/lib/marquetry/utils/tree_utils 2023-10-06T11:16:24,296 copying marquetry/utils/tree_utils/split_branch.py -> build/lib/marquetry/utils/tree_utils 2023-10-06T11:16:24,297 copying marquetry/utils/tree_utils/information_gain.py -> build/lib/marquetry/utils/tree_utils 2023-10-06T11:16:24,300 creating build/lib/marquetry/utils/gradients 2023-10-06T11:16:24,301 copying marquetry/utils/gradients/__init__.py -> build/lib/marquetry/utils/gradients 2023-10-06T11:16:24,302 copying marquetry/utils/gradients/numerical_grad.py -> build/lib/marquetry/utils/gradients 2023-10-06T11:16:24,304 creating build/lib/marquetry/utils/io 2023-10-06T11:16:24,305 copying marquetry/utils/io/__init__.py -> build/lib/marquetry/utils/io 2023-10-06T11:16:24,307 copying marquetry/utils/io/get_file.py -> build/lib/marquetry/utils/io 2023-10-06T11:16:24,309 creating build/lib/marquetry/utils/visualize 2023-10-06T11:16:24,310 copying marquetry/utils/visualize/__init__.py -> build/lib/marquetry/utils/visualize 2023-10-06T11:16:24,311 copying marquetry/utils/visualize/dot_graph.py -> build/lib/marquetry/utils/visualize 2023-10-06T11:16:24,314 creating build/lib/marquetry/utils/tests 2023-10-06T11:16:24,315 copying marquetry/utils/tests/array_equal.py -> build/lib/marquetry/utils/tests 2023-10-06T11:16:24,317 copying marquetry/utils/tests/__init__.py -> build/lib/marquetry/utils/tests 2023-10-06T11:16:24,318 copying marquetry/utils/tests/gradient_check.py -> build/lib/marquetry/utils/tests 2023-10-06T11:16:24,320 copying marquetry/utils/tests/array_close.py -> build/lib/marquetry/utils/tests 2023-10-06T11:16:24,322 creating build/lib/marquetry/utils/math 2023-10-06T11:16:24,323 copying marquetry/utils/math/__init__.py -> build/lib/marquetry/utils/math 2023-10-06T11:16:24,325 copying marquetry/utils/math/sum_to.py -> build/lib/marquetry/utils/math 2023-10-06T11:16:24,326 copying marquetry/utils/math/backward_utils.py -> build/lib/marquetry/utils/math 2023-10-06T11:16:24,329 copying marquetry/utils/math/truncate_data.py -> build/lib/marquetry/utils/math 2023-10-06T11:16:24,331 copying marquetry/utils/math/log_sum_exp.py -> build/lib/marquetry/utils/math 2023-10-06T11:16:24,333 creating build/lib/marquetry/utils/numeric 2023-10-06T11:16:24,334 copying marquetry/utils/numeric/__init__.py -> build/lib/marquetry/utils/numeric 2023-10-06T11:16:24,335 copying marquetry/utils/numeric/get_size.py -> build/lib/marquetry/utils/numeric 2023-10-06T11:16:24,337 copying marquetry/utils/numeric/pair.py -> build/lib/marquetry/utils/numeric 2023-10-06T11:16:24,339 creating build/lib/marquetry/utils/array 2023-10-06T11:16:24,340 copying marquetry/utils/array/col2im_array.py -> build/lib/marquetry/utils/array 2023-10-06T11:16:24,343 copying marquetry/utils/array/__init__.py -> build/lib/marquetry/utils/array 2023-10-06T11:16:24,345 copying marquetry/utils/array/im2col_array.py -> build/lib/marquetry/utils/array 2023-10-06T11:16:24,347 creating build/lib/marquetry/ml/tree 2023-10-06T11:16:24,348 copying marquetry/ml/tree/__init__.py -> build/lib/marquetry/ml/tree 2023-10-06T11:16:24,350 copying marquetry/ml/tree/regression_tree.py -> build/lib/marquetry/ml/tree 2023-10-06T11:16:24,352 copying marquetry/ml/tree/random_forest.py -> build/lib/marquetry/ml/tree 2023-10-06T11:16:24,354 copying marquetry/ml/tree/classification_tree.py -> build/lib/marquetry/ml/tree 2023-10-06T11:16:24,404 /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2023-10-06T11:16:24,405 !! 2023-10-06T11:16:24,406 ******************************************************************************** 2023-10-06T11:16:24,407 Please avoid running ``setup.py`` directly. 2023-10-06T11:16:24,407 Instead, use pypa/build, pypa/installer or other 2023-10-06T11:16:24,407 standards-based tools. 2023-10-06T11:16:24,408 See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2023-10-06T11:16:24,409 ******************************************************************************** 2023-10-06T11:16:24,410 !! 2023-10-06T11:16:24,410 self.initialize_options() 2023-10-06T11:16:24,432 installing to build/bdist.linux-armv7l/wheel 2023-10-06T11:16:24,433 running install 2023-10-06T11:16:24,456 running install_lib 2023-10-06T11:16:24,483 creating build/bdist.linux-armv7l 2023-10-06T11:16:24,483 creating build/bdist.linux-armv7l/wheel 2023-10-06T11:16:24,485 creating build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,487 copying build/lib/marquetry/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,489 copying build/lib/marquetry/configuration.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,491 copying build/lib/marquetry/layer.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,493 copying build/lib/marquetry/container.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,496 creating build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-06T11:16:24,497 copying build/lib/marquetry/transformers/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-06T11:16:24,500 copying build/lib/marquetry/transformers/normalize.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-06T11:16:24,501 copying build/lib/marquetry/transformers/astypes.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-06T11:16:24,503 copying build/lib/marquetry/transformers/compose.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-06T11:16:24,505 copying build/lib/marquetry/transformers/flatten.py -> build/bdist.linux-armv7l/wheel/marquetry/transformers 2023-10-06T11:16:24,507 copying build/lib/marquetry/preprocess.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,509 creating build/bdist.linux-armv7l/wheel/marquetry/functions 2023-10-06T11:16:24,510 copying build/lib/marquetry/functions/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions 2023-10-06T11:16:24,513 creating build/bdist.linux-armv7l/wheel/marquetry/functions/loss 2023-10-06T11:16:24,514 copying build/lib/marquetry/functions/loss/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss 2023-10-06T11:16:24,516 creating build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-06T11:16:24,517 copying build/lib/marquetry/functions/loss/classification/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-06T11:16:24,519 copying build/lib/marquetry/functions/loss/classification/softmax_cross_entropy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-06T11:16:24,521 copying build/lib/marquetry/functions/loss/classification/sigmoid_cross_entropy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-06T11:16:24,523 copying build/lib/marquetry/functions/loss/classification/classification_cross_entropy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/classification 2023-10-06T11:16:24,526 creating build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-06T11:16:24,527 copying build/lib/marquetry/functions/loss/regression/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-06T11:16:24,529 copying build/lib/marquetry/functions/loss/regression/mean_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-06T11:16:24,531 copying build/lib/marquetry/functions/loss/regression/mean_absolute_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/loss/regression 2023-10-06T11:16:24,533 creating build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-06T11:16:24,534 copying build/lib/marquetry/functions/connection/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-06T11:16:24,536 copying build/lib/marquetry/functions/connection/convolution_2d_grad_w.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-06T11:16:24,538 copying build/lib/marquetry/functions/connection/linear.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-06T11:16:24,540 copying build/lib/marquetry/functions/connection/deconvolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-06T11:16:24,542 copying build/lib/marquetry/functions/connection/convolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/connection 2023-10-06T11:16:24,544 creating build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation 2023-10-06T11:16:24,545 copying build/lib/marquetry/functions/evaluation/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation 2023-10-06T11:16:24,547 creating build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,548 copying build/lib/marquetry/functions/evaluation/classification/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,550 copying build/lib/marquetry/functions/evaluation/classification/precision.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,552 copying build/lib/marquetry/functions/evaluation/classification/accuracy.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,555 copying build/lib/marquetry/functions/evaluation/classification/recall.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,557 copying build/lib/marquetry/functions/evaluation/classification/f_score.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,559 copying build/lib/marquetry/functions/evaluation/classification/classification_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/classification 2023-10-06T11:16:24,562 creating build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,563 copying build/lib/marquetry/functions/evaluation/regression/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,565 copying build/lib/marquetry/functions/evaluation/regression/mean_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,567 copying build/lib/marquetry/functions/evaluation/regression/multiple_correlation_coefficient.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,568 copying build/lib/marquetry/functions/evaluation/regression/root_mean_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,570 copying build/lib/marquetry/functions/evaluation/regression/r2_score.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,572 copying build/lib/marquetry/functions/evaluation/regression/relative_squared_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,574 copying build/lib/marquetry/functions/evaluation/regression/relative_absolute_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,576 copying build/lib/marquetry/functions/evaluation/regression/mean_absolute_error.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/evaluation/regression 2023-10-06T11:16:24,579 creating build/bdist.linux-armv7l/wheel/marquetry/functions/pooling 2023-10-06T11:16:24,580 copying build/lib/marquetry/functions/pooling/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/pooling 2023-10-06T11:16:24,581 copying build/lib/marquetry/functions/pooling/max_pooling2d.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/pooling 2023-10-06T11:16:24,584 creating build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,585 copying build/lib/marquetry/functions/activations/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,586 copying build/lib/marquetry/functions/activations/softmax.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,588 copying build/lib/marquetry/functions/activations/log_softmax.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,590 copying build/lib/marquetry/functions/activations/relu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,592 copying build/lib/marquetry/functions/activations/sigmoid.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,594 copying build/lib/marquetry/functions/activations/tanh.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,596 copying build/lib/marquetry/functions/activations/leaky_relu.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,597 copying build/lib/marquetry/functions/activations/identity.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/activations 2023-10-06T11:16:24,600 creating build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,601 copying build/lib/marquetry/functions/math/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,603 copying build/lib/marquetry/functions/math/clip.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,605 copying build/lib/marquetry/functions/math/max.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,607 copying build/lib/marquetry/functions/math/matmul.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,609 copying build/lib/marquetry/functions/math/sum.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,611 copying build/lib/marquetry/functions/math/exponential.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,613 copying build/lib/marquetry/functions/math/basic.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,615 copying build/lib/marquetry/functions/math/absolute.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,618 copying build/lib/marquetry/functions/math/average.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,620 copying build/lib/marquetry/functions/math/hyperbolic.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,621 copying build/lib/marquetry/functions/math/trigonometric.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,623 copying build/lib/marquetry/functions/math/min.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,625 copying build/lib/marquetry/functions/math/reciprocal.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/math 2023-10-06T11:16:24,628 creating build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-06T11:16:24,629 copying build/lib/marquetry/functions/normalization/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-06T11:16:24,631 copying build/lib/marquetry/functions/normalization/batch_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/normalization 2023-10-06T11:16:24,633 creating build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,634 copying build/lib/marquetry/functions/array/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,636 copying build/lib/marquetry/functions/array/im2col.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,638 copying build/lib/marquetry/functions/array/sum_to.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,639 copying build/lib/marquetry/functions/array/get_item.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,641 copying build/lib/marquetry/functions/array/repeat.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,644 copying build/lib/marquetry/functions/array/unsqueeze.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,646 copying build/lib/marquetry/functions/array/broadcast_to.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,648 copying build/lib/marquetry/functions/array/squeeze.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,649 copying build/lib/marquetry/functions/array/transpose.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,651 copying build/lib/marquetry/functions/array/col2im.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,653 copying build/lib/marquetry/functions/array/reshape.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,655 copying build/lib/marquetry/functions/array/concat.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,657 copying build/lib/marquetry/functions/array/flatten.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,659 copying build/lib/marquetry/functions/array/split.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/array 2023-10-06T11:16:24,661 creating build/bdist.linux-armv7l/wheel/marquetry/functions/regularization 2023-10-06T11:16:24,662 copying build/lib/marquetry/functions/regularization/dropout.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/regularization 2023-10-06T11:16:24,664 copying build/lib/marquetry/functions/regularization/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/functions/regularization 2023-10-06T11:16:24,666 copying build/lib/marquetry/optimizer.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,668 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses 2023-10-06T11:16:24,669 copying build/lib/marquetry/preprocesses/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses 2023-10-06T11:16:24,672 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses/imputation 2023-10-06T11:16:24,673 copying build/lib/marquetry/preprocesses/imputation/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/imputation 2023-10-06T11:16:24,675 copying build/lib/marquetry/preprocesses/imputation/miss_imputation.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/imputation 2023-10-06T11:16:24,677 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-06T11:16:24,678 copying build/lib/marquetry/preprocesses/normalize/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-06T11:16:24,680 copying build/lib/marquetry/preprocesses/normalize/column_normalize.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-06T11:16:24,683 copying build/lib/marquetry/preprocesses/normalize/column_standardize.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/normalize 2023-10-06T11:16:24,685 creating build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-06T11:16:24,686 copying build/lib/marquetry/preprocesses/encodes/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-06T11:16:24,688 copying build/lib/marquetry/preprocesses/encodes/label_encode.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-06T11:16:24,690 copying build/lib/marquetry/preprocesses/encodes/one_hot_encode.py -> build/bdist.linux-armv7l/wheel/marquetry/preprocesses/encodes 2023-10-06T11:16:24,693 creating build/bdist.linux-armv7l/wheel/marquetry/models 2023-10-06T11:16:24,694 copying build/lib/marquetry/models/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models 2023-10-06T11:16:24,696 creating build/bdist.linux-armv7l/wheel/marquetry/models/sequential_wrapper 2023-10-06T11:16:24,697 copying build/lib/marquetry/models/sequential_wrapper/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models/sequential_wrapper 2023-10-06T11:16:24,699 copying build/lib/marquetry/models/sequential_wrapper/sequential.py -> build/bdist.linux-armv7l/wheel/marquetry/models/sequential_wrapper 2023-10-06T11:16:24,701 creating build/bdist.linux-armv7l/wheel/marquetry/models/cnn 2023-10-06T11:16:24,702 copying build/lib/marquetry/models/cnn/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models/cnn 2023-10-06T11:16:24,703 copying build/lib/marquetry/models/cnn/cnn.py -> build/bdist.linux-armv7l/wheel/marquetry/models/cnn 2023-10-06T11:16:24,706 creating build/bdist.linux-armv7l/wheel/marquetry/models/multi_layer_fnn 2023-10-06T11:16:24,707 copying build/lib/marquetry/models/multi_layer_fnn/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/models/multi_layer_fnn 2023-10-06T11:16:24,708 copying build/lib/marquetry/models/multi_layer_fnn/mlp.py -> build/bdist.linux-armv7l/wheel/marquetry/models/multi_layer_fnn 2023-10-06T11:16:24,710 copying build/lib/marquetry/model.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,713 creating build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-06T11:16:24,714 copying build/lib/marquetry/dataloaders/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-06T11:16:24,716 copying build/lib/marquetry/dataloaders/dataloader.py -> build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-06T11:16:24,718 copying build/lib/marquetry/dataloaders/sequence_dataloader.py -> build/bdist.linux-armv7l/wheel/marquetry/dataloaders 2023-10-06T11:16:24,720 creating build/bdist.linux-armv7l/wheel/marquetry/layers 2023-10-06T11:16:24,721 copying build/lib/marquetry/layers/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers 2023-10-06T11:16:24,723 creating build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,724 copying build/lib/marquetry/layers/recurrent/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,726 copying build/lib/marquetry/layers/recurrent/rnn.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,728 copying build/lib/marquetry/layers/recurrent/lstm.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,730 copying build/lib/marquetry/layers/recurrent/gru.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,732 copying build/lib/marquetry/layers/recurrent/bi_lstm.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,734 copying build/lib/marquetry/layers/recurrent/embedding.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/recurrent 2023-10-06T11:16:24,737 creating build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-06T11:16:24,738 copying build/lib/marquetry/layers/normalize/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-06T11:16:24,739 copying build/lib/marquetry/layers/normalize/batch_normalization.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/normalize 2023-10-06T11:16:24,741 creating build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-06T11:16:24,742 copying build/lib/marquetry/layers/array/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-06T11:16:24,744 copying build/lib/marquetry/layers/array/linear.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-06T11:16:24,746 copying build/lib/marquetry/layers/array/deconvolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-06T11:16:24,748 copying build/lib/marquetry/layers/array/convolution_2d.py -> build/bdist.linux-armv7l/wheel/marquetry/layers/array 2023-10-06T11:16:24,750 copying build/lib/marquetry/cuda_backend.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,752 creating build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,753 copying build/lib/marquetry/datasets/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,755 copying build/lib/marquetry/datasets/spiral.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,757 copying build/lib/marquetry/datasets/fashion_mnist.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,759 copying build/lib/marquetry/datasets/csv_loader.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,761 copying build/lib/marquetry/datasets/mnist.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,762 copying build/lib/marquetry/datasets/trigonometric_curve.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,764 copying build/lib/marquetry/datasets/titanic.py -> build/bdist.linux-armv7l/wheel/marquetry/datasets 2023-10-06T11:16:24,767 creating build/bdist.linux-armv7l/wheel/marquetry/utils 2023-10-06T11:16:24,767 copying build/lib/marquetry/utils/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils 2023-10-06T11:16:24,770 creating build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-06T11:16:24,771 copying build/lib/marquetry/utils/tree_utils/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-06T11:16:24,773 copying build/lib/marquetry/utils/tree_utils/impurity_criterion.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-06T11:16:24,775 copying build/lib/marquetry/utils/tree_utils/split_branch.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-06T11:16:24,777 copying build/lib/marquetry/utils/tree_utils/information_gain.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tree_utils 2023-10-06T11:16:24,779 creating build/bdist.linux-armv7l/wheel/marquetry/utils/gradients 2023-10-06T11:16:24,780 copying build/lib/marquetry/utils/gradients/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/gradients 2023-10-06T11:16:24,782 copying build/lib/marquetry/utils/gradients/numerical_grad.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/gradients 2023-10-06T11:16:24,785 creating build/bdist.linux-armv7l/wheel/marquetry/utils/io 2023-10-06T11:16:24,786 copying build/lib/marquetry/utils/io/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/io 2023-10-06T11:16:24,788 copying build/lib/marquetry/utils/io/get_file.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/io 2023-10-06T11:16:24,790 creating build/bdist.linux-armv7l/wheel/marquetry/utils/visualize 2023-10-06T11:16:24,791 copying build/lib/marquetry/utils/visualize/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/visualize 2023-10-06T11:16:24,793 copying build/lib/marquetry/utils/visualize/dot_graph.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/visualize 2023-10-06T11:16:24,796 creating build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-06T11:16:24,797 copying build/lib/marquetry/utils/tests/array_equal.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-06T11:16:24,799 copying build/lib/marquetry/utils/tests/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-06T11:16:24,801 copying build/lib/marquetry/utils/tests/gradient_check.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-06T11:16:24,803 copying build/lib/marquetry/utils/tests/array_close.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/tests 2023-10-06T11:16:24,806 creating build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-06T11:16:24,807 copying build/lib/marquetry/utils/math/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-06T11:16:24,809 copying build/lib/marquetry/utils/math/sum_to.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-06T11:16:24,811 copying build/lib/marquetry/utils/math/backward_utils.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-06T11:16:24,813 copying build/lib/marquetry/utils/math/truncate_data.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-06T11:16:24,815 copying build/lib/marquetry/utils/math/log_sum_exp.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/math 2023-10-06T11:16:24,817 creating build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-06T11:16:24,818 copying build/lib/marquetry/utils/numeric/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-06T11:16:24,820 copying build/lib/marquetry/utils/numeric/get_size.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-06T11:16:24,822 copying build/lib/marquetry/utils/numeric/pair.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/numeric 2023-10-06T11:16:24,825 creating build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-06T11:16:24,826 copying build/lib/marquetry/utils/array/col2im_array.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-06T11:16:24,829 copying build/lib/marquetry/utils/array/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-06T11:16:24,831 copying build/lib/marquetry/utils/array/im2col_array.py -> build/bdist.linux-armv7l/wheel/marquetry/utils/array 2023-10-06T11:16:24,833 copying build/lib/marquetry/dataset.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,835 creating build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,836 copying build/lib/marquetry/optimizers/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,838 copying build/lib/marquetry/optimizers/ada_grad.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,841 copying build/lib/marquetry/optimizers/rmsprop.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,843 copying build/lib/marquetry/optimizers/sgd.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,845 copying build/lib/marquetry/optimizers/momentum_sgd.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,847 copying build/lib/marquetry/optimizers/adam.py -> build/bdist.linux-armv7l/wheel/marquetry/optimizers 2023-10-06T11:16:24,849 copying build/lib/marquetry/function.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,852 creating build/bdist.linux-armv7l/wheel/marquetry/ml 2023-10-06T11:16:24,853 copying build/lib/marquetry/ml/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/ml 2023-10-06T11:16:24,856 creating build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-06T11:16:24,857 copying build/lib/marquetry/ml/tree/__init__.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-06T11:16:24,859 copying build/lib/marquetry/ml/tree/regression_tree.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-06T11:16:24,861 copying build/lib/marquetry/ml/tree/random_forest.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-06T11:16:24,864 copying build/lib/marquetry/ml/tree/classification_tree.py -> build/bdist.linux-armv7l/wheel/marquetry/ml/tree 2023-10-06T11:16:24,866 copying build/lib/marquetry/machine_learning.py -> build/bdist.linux-armv7l/wheel/marquetry 2023-10-06T11:16:24,868 running install_egg_info 2023-10-06T11:16:24,901 running egg_info 2023-10-06T11:16:24,929 writing marquetry.egg-info/PKG-INFO 2023-10-06T11:16:24,932 writing dependency_links to marquetry.egg-info/dependency_links.txt 2023-10-06T11:16:24,934 writing requirements to marquetry.egg-info/requires.txt 2023-10-06T11:16:24,936 writing top-level names to marquetry.egg-info/top_level.txt 2023-10-06T11:16:24,984 reading manifest file 'marquetry.egg-info/SOURCES.txt' 2023-10-06T11:16:24,989 adding license file 'LICENSE.md' 2023-10-06T11:16:24,998 writing manifest file 'marquetry.egg-info/SOURCES.txt' 2023-10-06T11:16:25,000 Copying marquetry.egg-info to build/bdist.linux-armv7l/wheel/marquetry-0.1.0-py3.11.egg-info 2023-10-06T11:16:25,011 running install_scripts 2023-10-06T11:16:25,026 creating build/bdist.linux-armv7l/wheel/marquetry-0.1.0.dist-info/WHEEL 2023-10-06T11:16:25,028 creating '/tmp/pip-wheel-zs9hmz8j/marquetry-0.1.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2023-10-06T11:16:25,031 adding 'marquetry/__init__.py' 2023-10-06T11:16:25,033 adding 'marquetry/configuration.py' 2023-10-06T11:16:25,038 adding 'marquetry/container.py' 2023-10-06T11:16:25,040 adding 'marquetry/cuda_backend.py' 2023-10-06T11:16:25,042 adding 'marquetry/dataset.py' 2023-10-06T11:16:25,044 adding 'marquetry/function.py' 2023-10-06T11:16:25,046 adding 'marquetry/layer.py' 2023-10-06T11:16:25,048 adding 'marquetry/machine_learning.py' 2023-10-06T11:16:25,049 adding 'marquetry/model.py' 2023-10-06T11:16:25,051 adding 'marquetry/optimizer.py' 2023-10-06T11:16:25,053 adding 'marquetry/preprocess.py' 2023-10-06T11:16:25,055 adding 'marquetry/dataloaders/__init__.py' 2023-10-06T11:16:25,057 adding 'marquetry/dataloaders/dataloader.py' 2023-10-06T11:16:25,058 adding 'marquetry/dataloaders/sequence_dataloader.py' 2023-10-06T11:16:25,060 adding 'marquetry/datasets/__init__.py' 2023-10-06T11:16:25,062 adding 'marquetry/datasets/csv_loader.py' 2023-10-06T11:16:25,064 adding 'marquetry/datasets/fashion_mnist.py' 2023-10-06T11:16:25,065 adding 'marquetry/datasets/mnist.py' 2023-10-06T11:16:25,067 adding 'marquetry/datasets/spiral.py' 2023-10-06T11:16:25,069 adding 'marquetry/datasets/titanic.py' 2023-10-06T11:16:25,071 adding 'marquetry/datasets/trigonometric_curve.py' 2023-10-06T11:16:25,073 adding 'marquetry/functions/__init__.py' 2023-10-06T11:16:25,075 adding 'marquetry/functions/activations/__init__.py' 2023-10-06T11:16:25,077 adding 'marquetry/functions/activations/identity.py' 2023-10-06T11:16:25,078 adding 'marquetry/functions/activations/leaky_relu.py' 2023-10-06T11:16:25,080 adding 'marquetry/functions/activations/log_softmax.py' 2023-10-06T11:16:25,081 adding 'marquetry/functions/activations/relu.py' 2023-10-06T11:16:25,083 adding 'marquetry/functions/activations/sigmoid.py' 2023-10-06T11:16:25,085 adding 'marquetry/functions/activations/softmax.py' 2023-10-06T11:16:25,086 adding 'marquetry/functions/activations/tanh.py' 2023-10-06T11:16:25,089 adding 'marquetry/functions/array/__init__.py' 2023-10-06T11:16:25,090 adding 'marquetry/functions/array/broadcast_to.py' 2023-10-06T11:16:25,092 adding 'marquetry/functions/array/col2im.py' 2023-10-06T11:16:25,094 adding 'marquetry/functions/array/concat.py' 2023-10-06T11:16:25,095 adding 'marquetry/functions/array/flatten.py' 2023-10-06T11:16:25,096 adding 'marquetry/functions/array/get_item.py' 2023-10-06T11:16:25,097 adding 'marquetry/functions/array/im2col.py' 2023-10-06T11:16:25,099 adding 'marquetry/functions/array/repeat.py' 2023-10-06T11:16:25,100 adding 'marquetry/functions/array/reshape.py' 2023-10-06T11:16:25,101 adding 'marquetry/functions/array/split.py' 2023-10-06T11:16:25,103 adding 'marquetry/functions/array/squeeze.py' 2023-10-06T11:16:25,104 adding 'marquetry/functions/array/sum_to.py' 2023-10-06T11:16:25,106 adding 'marquetry/functions/array/transpose.py' 2023-10-06T11:16:25,107 adding 'marquetry/functions/array/unsqueeze.py' 2023-10-06T11:16:25,109 adding 'marquetry/functions/connection/__init__.py' 2023-10-06T11:16:25,110 adding 'marquetry/functions/connection/convolution_2d.py' 2023-10-06T11:16:25,111 adding 'marquetry/functions/connection/convolution_2d_grad_w.py' 2023-10-06T11:16:25,113 adding 'marquetry/functions/connection/deconvolution_2d.py' 2023-10-06T11:16:25,114 adding 'marquetry/functions/connection/linear.py' 2023-10-06T11:16:25,116 adding 'marquetry/functions/evaluation/__init__.py' 2023-10-06T11:16:25,117 adding 'marquetry/functions/evaluation/classification/__init__.py' 2023-10-06T11:16:25,119 adding 'marquetry/functions/evaluation/classification/accuracy.py' 2023-10-06T11:16:25,120 adding 'marquetry/functions/evaluation/classification/classification_error.py' 2023-10-06T11:16:25,121 adding 'marquetry/functions/evaluation/classification/f_score.py' 2023-10-06T11:16:25,123 adding 'marquetry/functions/evaluation/classification/precision.py' 2023-10-06T11:16:25,124 adding 'marquetry/functions/evaluation/classification/recall.py' 2023-10-06T11:16:25,126 adding 'marquetry/functions/evaluation/regression/__init__.py' 2023-10-06T11:16:25,127 adding 'marquetry/functions/evaluation/regression/mean_absolute_error.py' 2023-10-06T11:16:25,128 adding 'marquetry/functions/evaluation/regression/mean_squared_error.py' 2023-10-06T11:16:25,129 adding 'marquetry/functions/evaluation/regression/multiple_correlation_coefficient.py' 2023-10-06T11:16:25,131 adding 'marquetry/functions/evaluation/regression/r2_score.py' 2023-10-06T11:16:25,132 adding 'marquetry/functions/evaluation/regression/relative_absolute_error.py' 2023-10-06T11:16:25,133 adding 'marquetry/functions/evaluation/regression/relative_squared_error.py' 2023-10-06T11:16:25,135 adding 'marquetry/functions/evaluation/regression/root_mean_squared_error.py' 2023-10-06T11:16:25,136 adding 'marquetry/functions/loss/__init__.py' 2023-10-06T11:16:25,138 adding 'marquetry/functions/loss/classification/__init__.py' 2023-10-06T11:16:25,139 adding 'marquetry/functions/loss/classification/classification_cross_entropy.py' 2023-10-06T11:16:25,140 adding 'marquetry/functions/loss/classification/sigmoid_cross_entropy.py' 2023-10-06T11:16:25,141 adding 'marquetry/functions/loss/classification/softmax_cross_entropy.py' 2023-10-06T11:16:25,143 adding 'marquetry/functions/loss/regression/__init__.py' 2023-10-06T11:16:25,144 adding 'marquetry/functions/loss/regression/mean_absolute_error.py' 2023-10-06T11:16:25,146 adding 'marquetry/functions/loss/regression/mean_squared_error.py' 2023-10-06T11:16:25,147 adding 'marquetry/functions/math/__init__.py' 2023-10-06T11:16:25,149 adding 'marquetry/functions/math/absolute.py' 2023-10-06T11:16:25,150 adding 'marquetry/functions/math/average.py' 2023-10-06T11:16:25,152 adding 'marquetry/functions/math/basic.py' 2023-10-06T11:16:25,153 adding 'marquetry/functions/math/clip.py' 2023-10-06T11:16:25,154 adding 'marquetry/functions/math/exponential.py' 2023-10-06T11:16:25,155 adding 'marquetry/functions/math/hyperbolic.py' 2023-10-06T11:16:25,157 adding 'marquetry/functions/math/matmul.py' 2023-10-06T11:16:25,158 adding 'marquetry/functions/math/max.py' 2023-10-06T11:16:25,159 adding 'marquetry/functions/math/min.py' 2023-10-06T11:16:25,160 adding 'marquetry/functions/math/reciprocal.py' 2023-10-06T11:16:25,162 adding 'marquetry/functions/math/sum.py' 2023-10-06T11:16:25,163 adding 'marquetry/functions/math/trigonometric.py' 2023-10-06T11:16:25,165 adding 'marquetry/functions/normalization/__init__.py' 2023-10-06T11:16:25,166 adding 'marquetry/functions/normalization/batch_normalization.py' 2023-10-06T11:16:25,168 adding 'marquetry/functions/pooling/__init__.py' 2023-10-06T11:16:25,169 adding 'marquetry/functions/pooling/max_pooling2d.py' 2023-10-06T11:16:25,171 adding 'marquetry/functions/regularization/__init__.py' 2023-10-06T11:16:25,172 adding 'marquetry/functions/regularization/dropout.py' 2023-10-06T11:16:25,174 adding 'marquetry/layers/__init__.py' 2023-10-06T11:16:25,176 adding 'marquetry/layers/array/__init__.py' 2023-10-06T11:16:25,177 adding 'marquetry/layers/array/convolution_2d.py' 2023-10-06T11:16:25,178 adding 'marquetry/layers/array/deconvolution_2d.py' 2023-10-06T11:16:25,180 adding 'marquetry/layers/array/linear.py' 2023-10-06T11:16:25,182 adding 'marquetry/layers/normalize/__init__.py' 2023-10-06T11:16:25,183 adding 'marquetry/layers/normalize/batch_normalization.py' 2023-10-06T11:16:25,185 adding 'marquetry/layers/recurrent/__init__.py' 2023-10-06T11:16:25,186 adding 'marquetry/layers/recurrent/bi_lstm.py' 2023-10-06T11:16:25,187 adding 'marquetry/layers/recurrent/embedding.py' 2023-10-06T11:16:25,189 adding 'marquetry/layers/recurrent/gru.py' 2023-10-06T11:16:25,190 adding 'marquetry/layers/recurrent/lstm.py' 2023-10-06T11:16:25,191 adding 'marquetry/layers/recurrent/rnn.py' 2023-10-06T11:16:25,193 adding 'marquetry/ml/__init__.py' 2023-10-06T11:16:25,194 adding 'marquetry/ml/tree/__init__.py' 2023-10-06T11:16:25,196 adding 'marquetry/ml/tree/classification_tree.py' 2023-10-06T11:16:25,197 adding 'marquetry/ml/tree/random_forest.py' 2023-10-06T11:16:25,198 adding 'marquetry/ml/tree/regression_tree.py' 2023-10-06T11:16:25,201 adding 'marquetry/models/__init__.py' 2023-10-06T11:16:25,202 adding 'marquetry/models/cnn/__init__.py' 2023-10-06T11:16:25,203 adding 'marquetry/models/cnn/cnn.py' 2023-10-06T11:16:25,205 adding 'marquetry/models/multi_layer_fnn/__init__.py' 2023-10-06T11:16:25,206 adding 'marquetry/models/multi_layer_fnn/mlp.py' 2023-10-06T11:16:25,208 adding 'marquetry/models/sequential_wrapper/__init__.py' 2023-10-06T11:16:25,209 adding 'marquetry/models/sequential_wrapper/sequential.py' 2023-10-06T11:16:25,211 adding 'marquetry/optimizers/__init__.py' 2023-10-06T11:16:25,212 adding 'marquetry/optimizers/ada_grad.py' 2023-10-06T11:16:25,213 adding 'marquetry/optimizers/adam.py' 2023-10-06T11:16:25,214 adding 'marquetry/optimizers/momentum_sgd.py' 2023-10-06T11:16:25,216 adding 'marquetry/optimizers/rmsprop.py' 2023-10-06T11:16:25,217 adding 'marquetry/optimizers/sgd.py' 2023-10-06T11:16:25,219 adding 'marquetry/preprocesses/__init__.py' 2023-10-06T11:16:25,221 adding 'marquetry/preprocesses/encodes/__init__.py' 2023-10-06T11:16:25,223 adding 'marquetry/preprocesses/encodes/label_encode.py' 2023-10-06T11:16:25,224 adding 'marquetry/preprocesses/encodes/one_hot_encode.py' 2023-10-06T11:16:25,226 adding 'marquetry/preprocesses/imputation/__init__.py' 2023-10-06T11:16:25,227 adding 'marquetry/preprocesses/imputation/miss_imputation.py' 2023-10-06T11:16:25,229 adding 'marquetry/preprocesses/normalize/__init__.py' 2023-10-06T11:16:25,230 adding 'marquetry/preprocesses/normalize/column_normalize.py' 2023-10-06T11:16:25,232 adding 'marquetry/preprocesses/normalize/column_standardize.py' 2023-10-06T11:16:25,234 adding 'marquetry/transformers/__init__.py' 2023-10-06T11:16:25,235 adding 'marquetry/transformers/astypes.py' 2023-10-06T11:16:25,236 adding 'marquetry/transformers/compose.py' 2023-10-06T11:16:25,238 adding 'marquetry/transformers/flatten.py' 2023-10-06T11:16:25,239 adding 'marquetry/transformers/normalize.py' 2023-10-06T11:16:25,241 adding 'marquetry/utils/__init__.py' 2023-10-06T11:16:25,242 adding 'marquetry/utils/array/__init__.py' 2023-10-06T11:16:25,244 adding 'marquetry/utils/array/col2im_array.py' 2023-10-06T11:16:25,245 adding 'marquetry/utils/array/im2col_array.py' 2023-10-06T11:16:25,247 adding 'marquetry/utils/gradients/__init__.py' 2023-10-06T11:16:25,248 adding 'marquetry/utils/gradients/numerical_grad.py' 2023-10-06T11:16:25,250 adding 'marquetry/utils/io/__init__.py' 2023-10-06T11:16:25,251 adding 'marquetry/utils/io/get_file.py' 2023-10-06T11:16:25,253 adding 'marquetry/utils/math/__init__.py' 2023-10-06T11:16:25,254 adding 'marquetry/utils/math/backward_utils.py' 2023-10-06T11:16:25,255 adding 'marquetry/utils/math/log_sum_exp.py' 2023-10-06T11:16:25,256 adding 'marquetry/utils/math/sum_to.py' 2023-10-06T11:16:25,258 adding 'marquetry/utils/math/truncate_data.py' 2023-10-06T11:16:25,259 adding 'marquetry/utils/numeric/__init__.py' 2023-10-06T11:16:25,261 adding 'marquetry/utils/numeric/get_size.py' 2023-10-06T11:16:25,262 adding 'marquetry/utils/numeric/pair.py' 2023-10-06T11:16:25,263 adding 'marquetry/utils/tests/__init__.py' 2023-10-06T11:16:25,265 adding 'marquetry/utils/tests/array_close.py' 2023-10-06T11:16:25,266 adding 'marquetry/utils/tests/array_equal.py' 2023-10-06T11:16:25,267 adding 'marquetry/utils/tests/gradient_check.py' 2023-10-06T11:16:25,269 adding 'marquetry/utils/tree_utils/__init__.py' 2023-10-06T11:16:25,270 adding 'marquetry/utils/tree_utils/impurity_criterion.py' 2023-10-06T11:16:25,271 adding 'marquetry/utils/tree_utils/information_gain.py' 2023-10-06T11:16:25,273 adding 'marquetry/utils/tree_utils/split_branch.py' 2023-10-06T11:16:25,274 adding 'marquetry/utils/visualize/__init__.py' 2023-10-06T11:16:25,275 adding 'marquetry/utils/visualize/dot_graph.py' 2023-10-06T11:16:25,277 adding 'marquetry-0.1.0.dist-info/LICENSE.md' 2023-10-06T11:16:25,278 adding 'marquetry-0.1.0.dist-info/METADATA' 2023-10-06T11:16:25,279 adding 'marquetry-0.1.0.dist-info/WHEEL' 2023-10-06T11:16:25,280 adding 'marquetry-0.1.0.dist-info/top_level.txt' 2023-10-06T11:16:25,283 adding 'marquetry-0.1.0.dist-info/RECORD' 2023-10-06T11:16:25,288 removing build/bdist.linux-armv7l/wheel 2023-10-06T11:16:25,455 Building wheel for marquetry (setup.py): finished with status 'done' 2023-10-06T11:16:25,460 Created wheel for marquetry: filename=marquetry-0.1.0-py3-none-any.whl size=148510 sha256=9680851e6fab8f1ff639437c7a61a14b83a3e244e2ccb3f751ab3797a6c3aa16 2023-10-06T11:16:25,461 Stored in directory: /tmp/pip-ephem-wheel-cache-m6g2iwgp/wheels/05/47/ff/4c0e9316a8c0032c063f45dc59f47f27f0745688ca7951b4cd 2023-10-06T11:16:25,475 Successfully built marquetry 2023-10-06T11:16:25,482 Removed build tracker: '/tmp/pip-build-tracker-r_be4d1c'