2026-05-16T21:58:22,913 Created temporary directory: /tmp/pip-ephem-wheel-cache-fxzf_jit 2026-05-16T21:58:22,915 Created temporary directory: /tmp/pip-build-tracker-xl1da_bu 2026-05-16T21:58:22,916 Initialized build tracking at /tmp/pip-build-tracker-xl1da_bu 2026-05-16T21:58:22,916 Created build tracker: /tmp/pip-build-tracker-xl1da_bu 2026-05-16T21:58:22,917 Entered build tracker: /tmp/pip-build-tracker-xl1da_bu 2026-05-16T21:58:22,917 Created temporary directory: /tmp/pip-wheel-jehi284f 2026-05-16T21:58:22,920 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 2026-05-16T21:58:22,923 Created temporary directory: /tmp/pip-ephem-wheel-cache-6yl_bxdh 2026-05-16T21:58:22,945 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-05-16T21:58:22,948 2 location(s) to search for versions of tabpfn: 2026-05-16T21:58:22,948 * https://pypi.org/simple/tabpfn/ 2026-05-16T21:58:22,948 * https://www.piwheels.org/simple/tabpfn/ 2026-05-16T21:58:22,949 Fetching project page and analyzing links: https://pypi.org/simple/tabpfn/ 2026-05-16T21:58:22,950 Getting page https://pypi.org/simple/tabpfn/ 2026-05-16T21:58:22,951 Found index url https://pypi.org/simple 2026-05-16T21:58:23,191 Fetched page https://pypi.org/simple/tabpfn/ as application/vnd.pypi.simple.v1+json 2026-05-16T21:58:23,209 Skipping link: No binaries permitted for tabpfn: 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https://archive1.piwheels.org/simple/tabpfn/tabpfn-0.1.2-py3-none-any.whl#sha256=98e1ace26aa9b87db87c57d7f99634fa6a21210e98b884118dd027c9d6752e99 (from https://www.piwheels.org/simple/tabpfn/) (requires-python:>=3.7) 2026-05-16T21:58:23,517 Skipping link: No binaries permitted for tabpfn: https://archive1.piwheels.org/simple/tabpfn/tabpfn-0.1.1-py3-none-any.whl#sha256=9410bcbf4197c217978ed06a325733e248e16650ecc51a33535c995c08c02b80 (from https://www.piwheels.org/simple/tabpfn/) (requires-python:>=3.7) 2026-05-16T21:58:23,517 Skipping link: No binaries permitted for tabpfn: https://archive1.piwheels.org/simple/tabpfn/tabpfn-0.1-py3-none-any.whl#sha256=f77e19ecc68ae16d7300d2b81b5cec15eec59c54dad86154f1d201e994719024 (from https://www.piwheels.org/simple/tabpfn/) (requires-python:>=3.7) 2026-05-16T21:58:23,518 Skipping link: not a file: https://www.piwheels.org/simple/tabpfn/ 2026-05-16T21:58:23,518 Skipping link: not a file: https://pypi.org/simple/tabpfn/ 2026-05-16T21:58:23,543 Given no hashes to check 1 links for project 'tabpfn': discarding no candidates 2026-05-16T21:58:23,561 Collecting tabpfn==8.0.3 2026-05-16T21:58:23,564 Created temporary directory: /tmp/pip-unpack-69y4ku52 2026-05-16T21:58:23,723 Downloading tabpfn-8.0.3.tar.gz (736 kB) 2026-05-16T21:58:24,212 Added tabpfn==8.0.3 from https://files.pythonhosted.org/packages/c2/a4/a7112db71bd38a2aadc9449c6f9a76197fb1f977c4be8dac2142f5fa402f/tabpfn-8.0.3.tar.gz to build tracker '/tmp/pip-build-tracker-xl1da_bu' 2026-05-16T21:58:24,224 Created temporary directory: /tmp/pip-build-env-tia2axg9 2026-05-16T21:58:24,228 Installing build dependencies: started 2026-05-16T21:58:24,229 Running command pip subprocess to install build dependencies 2026-05-16T21:58:25,374 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-05-16T21:58:25,827 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 2026-05-16T21:58:25,850 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-05-16T21:58:27,634 Collecting setuptools 2026-05-16T21:58:27,635 Obtaining dependency information for setuptools from https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata 2026-05-16T21:58:27,649 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata (6.5 kB) 2026-05-16T21:58:27,884 Collecting wheel 2026-05-16T21:58:27,885 Obtaining dependency information for wheel from https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata 2026-05-16T21:58:27,899 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata (2.3 kB) 2026-05-16T21:58:28,083 Collecting packaging>=24.0 2026-05-16T21:58:28,084 Obtaining dependency information for packaging>=24.0 from https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata 2026-05-16T21:58:28,097 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata (3.5 kB) 2026-05-16T21:58:28,287 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-05-16T21:58:28,307 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-05-16T21:58:28,398 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-05-16T21:58:28,430 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-05-16T21:58:28,454 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-05-16T21:58:28,547 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-05-16T21:58:31,306 Installing collected packages: setuptools, packaging, wheel 2026-05-16T21:58:34,814 Creating /tmp/pip-build-env-tia2axg9/overlay/local/bin 2026-05-16T21:58:34,816 changing mode of /tmp/pip-build-env-tia2axg9/overlay/local/bin/wheel to 755 2026-05-16T21:58:34,838 Successfully installed packaging-26.2 setuptools-82.0.1 wheel-0.47.0 2026-05-16T21:58:35,127 Installing build dependencies: finished with status 'done' 2026-05-16T21:58:35,133 Getting requirements to build wheel: started 2026-05-16T21:58:35,134 Running command Getting requirements to build wheel 2026-05-16T21:58:35,767 /tmp/pip-build-env-tia2axg9/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-05-16T21:58:35,768 !! 2026-05-16T21:58:35,769 ******************************************************************************** 2026-05-16T21:58:35,769 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-05-16T21:58:35,770 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-05-16T21:58:35,771 or your builds will no longer be supported. 2026-05-16T21:58:35,772 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-05-16T21:58:35,772 ******************************************************************************** 2026-05-16T21:58:35,774 !! 2026-05-16T21:58:35,774 corresp(dist, value, root_dir) 2026-05-16T21:58:35,866 running egg_info 2026-05-16T21:58:35,871 writing src/tabpfn.egg-info/PKG-INFO 2026-05-16T21:58:35,877 writing dependency_links to src/tabpfn.egg-info/dependency_links.txt 2026-05-16T21:58:35,880 writing requirements to src/tabpfn.egg-info/requires.txt 2026-05-16T21:58:35,881 writing top-level names to src/tabpfn.egg-info/top_level.txt 2026-05-16T21:58:35,918 reading manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:35,927 adding license file 'LICENSE' 2026-05-16T21:58:35,935 writing manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:36,034 Getting requirements to build wheel: finished with status 'done' 2026-05-16T21:58:36,038 Created temporary directory: /tmp/pip-modern-metadata-wrdonbop 2026-05-16T21:58:36,040 Preparing metadata (pyproject.toml): started 2026-05-16T21:58:36,041 Running command Preparing metadata (pyproject.toml) 2026-05-16T21:58:36,605 /tmp/pip-build-env-tia2axg9/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-05-16T21:58:36,606 !! 2026-05-16T21:58:36,607 ******************************************************************************** 2026-05-16T21:58:36,608 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-05-16T21:58:36,609 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-05-16T21:58:36,609 or your builds will no longer be supported. 2026-05-16T21:58:36,611 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-05-16T21:58:36,611 ******************************************************************************** 2026-05-16T21:58:36,613 !! 2026-05-16T21:58:36,613 corresp(dist, value, root_dir) 2026-05-16T21:58:36,699 running dist_info 2026-05-16T21:58:36,710 creating /tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info 2026-05-16T21:58:36,711 writing /tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/PKG-INFO 2026-05-16T21:58:36,716 writing dependency_links to /tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/dependency_links.txt 2026-05-16T21:58:36,719 writing requirements to /tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/requires.txt 2026-05-16T21:58:36,720 writing top-level names to /tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/top_level.txt 2026-05-16T21:58:36,721 writing manifest file '/tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:36,754 reading manifest file '/tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:36,756 adding license file 'LICENSE' 2026-05-16T21:58:36,762 writing manifest file '/tmp/pip-modern-metadata-wrdonbop/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:36,764 creating '/tmp/pip-modern-metadata-wrdonbop/tabpfn-8.0.3.dist-info' 2026-05-16T21:58:36,889 Preparing metadata (pyproject.toml): finished with status 'done' 2026-05-16T21:58:36,897 Source in /tmp/pip-wheel-jehi284f/tabpfn_f9f634a3140c4939a434238b3fd41909 has version 8.0.3, which satisfies requirement tabpfn==8.0.3 from https://files.pythonhosted.org/packages/c2/a4/a7112db71bd38a2aadc9449c6f9a76197fb1f977c4be8dac2142f5fa402f/tabpfn-8.0.3.tar.gz 2026-05-16T21:58:36,898 Removed tabpfn==8.0.3 from https://files.pythonhosted.org/packages/c2/a4/a7112db71bd38a2aadc9449c6f9a76197fb1f977c4be8dac2142f5fa402f/tabpfn-8.0.3.tar.gz from build tracker '/tmp/pip-build-tracker-xl1da_bu' 2026-05-16T21:58:36,910 Created temporary directory: /tmp/pip-unpack-m21knrdp 2026-05-16T21:58:36,911 Building wheels for collected packages: tabpfn 2026-05-16T21:58:36,915 Created temporary directory: /tmp/pip-wheel-1axhufuy 2026-05-16T21:58:36,916 Destination directory: /tmp/pip-wheel-1axhufuy 2026-05-16T21:58:36,919 Building wheel for tabpfn (pyproject.toml): started 2026-05-16T21:58:36,920 Running command Building wheel for tabpfn (pyproject.toml) 2026-05-16T21:58:37,481 /tmp/pip-build-env-tia2axg9/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-05-16T21:58:37,481 !! 2026-05-16T21:58:37,482 ******************************************************************************** 2026-05-16T21:58:37,483 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-05-16T21:58:37,484 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-05-16T21:58:37,485 or your builds will no longer be supported. 2026-05-16T21:58:37,486 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-05-16T21:58:37,486 ******************************************************************************** 2026-05-16T21:58:37,487 !! 2026-05-16T21:58:37,488 corresp(dist, value, root_dir) 2026-05-16T21:58:37,579 running bdist_wheel 2026-05-16T21:58:37,604 running build 2026-05-16T21:58:37,604 running build_py 2026-05-16T21:58:37,613 creating build/lib/tabpfn 2026-05-16T21:58:37,615 copying src/tabpfn/classifier.py -> build/lib/tabpfn 2026-05-16T21:58:37,620 copying src/tabpfn/inference.py -> build/lib/tabpfn 2026-05-16T21:58:37,624 copying src/tabpfn/settings.py -> build/lib/tabpfn 2026-05-16T21:58:37,627 copying src/tabpfn/utils.py -> build/lib/tabpfn 2026-05-16T21:58:37,630 copying src/tabpfn/inference_tuning.py -> build/lib/tabpfn 2026-05-16T21:58:37,632 copying src/tabpfn/browser_auth.py -> build/lib/tabpfn 2026-05-16T21:58:37,635 copying src/tabpfn/model_loading.py -> build/lib/tabpfn 2026-05-16T21:58:37,639 copying src/tabpfn/inference_config.py -> build/lib/tabpfn 2026-05-16T21:58:37,641 copying src/tabpfn/validation.py -> build/lib/tabpfn 2026-05-16T21:58:37,644 copying src/tabpfn/constants.py -> build/lib/tabpfn 2026-05-16T21:58:37,645 copying src/tabpfn/parallel_execute.py -> build/lib/tabpfn 2026-05-16T21:58:37,648 copying src/tabpfn/base.py -> build/lib/tabpfn 2026-05-16T21:58:37,650 copying src/tabpfn/regressor.py -> build/lib/tabpfn 2026-05-16T21:58:37,653 copying src/tabpfn/__init__.py -> build/lib/tabpfn 2026-05-16T21:58:37,655 copying src/tabpfn/errors.py -> build/lib/tabpfn 2026-05-16T21:58:37,657 creating build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,658 copying src/tabpfn/preprocessing/label_encoder.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,660 copying src/tabpfn/preprocessing/pipeline_factory.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,663 copying src/tabpfn/preprocessing/configs.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,665 copying src/tabpfn/preprocessing/clean.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,667 copying src/tabpfn/preprocessing/ensemble.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,670 copying src/tabpfn/preprocessing/presets.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,672 copying src/tabpfn/preprocessing/type_detection.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,674 copying src/tabpfn/preprocessing/pipeline_interface.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,677 copying src/tabpfn/preprocessing/datamodel.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,679 copying src/tabpfn/preprocessing/__init__.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,681 copying src/tabpfn/preprocessing/transform.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,683 copying src/tabpfn/preprocessing/modality_detection.py -> build/lib/tabpfn/preprocessing 2026-05-16T21:58:37,686 creating build/lib/tabpfn/misc 2026-05-16T21:58:37,687 copying src/tabpfn/misc/_sklearn_compat.py -> build/lib/tabpfn/misc 2026-05-16T21:58:37,690 copying src/tabpfn/misc/debug_versions.py -> build/lib/tabpfn/misc 2026-05-16T21:58:37,693 creating build/lib/tabpfn/model 2026-05-16T21:58:37,695 copying src/tabpfn/model/transformer.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,697 copying src/tabpfn/model/mlp.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,698 copying src/tabpfn/model/loading.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,700 copying src/tabpfn/model/preprocessing.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,702 copying src/tabpfn/model/memory.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,704 copying src/tabpfn/model/config.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,706 copying src/tabpfn/model/layer.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,707 copying src/tabpfn/model/__init__.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,709 copying src/tabpfn/model/bar_distribution.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,711 copying src/tabpfn/model/attention.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,713 copying src/tabpfn/model/encoders.py -> build/lib/tabpfn/model 2026-05-16T21:58:37,716 creating build/lib/tabpfn/finetuning 2026-05-16T21:58:37,717 copying src/tabpfn/finetuning/finetuned_base.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,720 copying src/tabpfn/finetuning/finetuned_regressor.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,723 copying src/tabpfn/finetuning/finetuned_classifier.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,725 copying src/tabpfn/finetuning/_torch_compat.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,727 copying src/tabpfn/finetuning/train_util.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,730 copying src/tabpfn/finetuning/logging.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,732 copying src/tabpfn/finetuning/data_util.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,735 copying src/tabpfn/finetuning/__init__.py -> build/lib/tabpfn/finetuning 2026-05-16T21:58:37,737 creating build/lib/tabpfn/architectures 2026-05-16T21:58:37,738 copying src/tabpfn/architectures/interface.py -> build/lib/tabpfn/architectures 2026-05-16T21:58:37,740 copying src/tabpfn/architectures/kv_cache.py -> build/lib/tabpfn/architectures 2026-05-16T21:58:37,742 copying src/tabpfn/architectures/tabpfn_v2_5.py -> build/lib/tabpfn/architectures 2026-05-16T21:58:37,745 copying src/tabpfn/architectures/tabpfn_v2_6.py -> build/lib/tabpfn/architectures 2026-05-16T21:58:37,748 copying src/tabpfn/architectures/tabpfn_v3.py -> build/lib/tabpfn/architectures 2026-05-16T21:58:37,751 copying src/tabpfn/architectures/__init__.py -> build/lib/tabpfn/architectures 2026-05-16T21:58:37,754 creating build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,755 copying src/tabpfn/preprocessing/torch/torch_soft_clip_outliers.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,757 copying src/tabpfn/preprocessing/torch/torch_quantile_transformer.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,760 copying src/tabpfn/preprocessing/torch/steps.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,762 copying src/tabpfn/preprocessing/torch/torch_standard_scaler.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,764 copying src/tabpfn/preprocessing/torch/torch_svd.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,767 copying src/tabpfn/preprocessing/torch/ops.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,769 copying src/tabpfn/preprocessing/torch/gpu_preprocessing_metadata.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,771 copying src/tabpfn/preprocessing/torch/pipeline_interface.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,773 copying src/tabpfn/preprocessing/torch/torch_squashing_scaler.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,775 copying src/tabpfn/preprocessing/torch/factory.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,778 copying src/tabpfn/preprocessing/torch/__init__.py -> build/lib/tabpfn/preprocessing/torch 2026-05-16T21:58:37,781 creating build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,782 copying src/tabpfn/preprocessing/steps/encode_categorical_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,784 copying src/tabpfn/preprocessing/steps/safe_power_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,786 copying src/tabpfn/preprocessing/steps/nan_handling_polynomial_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,788 copying src/tabpfn/preprocessing/steps/utils.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,790 copying src/tabpfn/preprocessing/steps/add_svd_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,793 copying src/tabpfn/preprocessing/steps/preprocessing_helpers.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,795 copying src/tabpfn/preprocessing/steps/add_fingerprint_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,797 copying src/tabpfn/preprocessing/steps/adaptive_quantile_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,799 copying src/tabpfn/preprocessing/steps/remove_constant_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,801 copying src/tabpfn/preprocessing/steps/shuffle_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,803 copying src/tabpfn/preprocessing/steps/reshape_feature_distribution_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,806 copying src/tabpfn/preprocessing/steps/differentiable_z_norm_step.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,808 copying src/tabpfn/preprocessing/steps/squashing_scaler_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,811 copying src/tabpfn/preprocessing/steps/__init__.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,813 copying src/tabpfn/preprocessing/steps/kdi_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-05-16T21:58:37,816 creating build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,817 copying src/tabpfn/architectures/shared/attention_gqa_check.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,819 copying src/tabpfn/architectures/shared/column_embeddings.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,820 copying src/tabpfn/architectures/shared/scaled_dot_product_attention.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,823 copying src/tabpfn/architectures/shared/chunked_evaluate.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,824 copying src/tabpfn/architectures/shared/mlx_backend.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,826 copying src/tabpfn/architectures/shared/__init__.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,828 copying src/tabpfn/architectures/shared/compile_utils.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,830 copying src/tabpfn/architectures/shared/fa3_backend.py -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,833 creating build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,834 copying src/tabpfn/architectures/base/transformer.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,837 copying src/tabpfn/architectures/base/mlp.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,839 copying src/tabpfn/architectures/base/memory.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,841 copying src/tabpfn/architectures/base/config.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,843 copying src/tabpfn/architectures/base/layer.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,846 copying src/tabpfn/architectures/base/thinking_tokens.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,848 copying src/tabpfn/architectures/base/__init__.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,850 copying src/tabpfn/architectures/base/bar_distribution.py -> build/lib/tabpfn/architectures/base 2026-05-16T21:58:37,854 creating build/lib/tabpfn/architectures/encoders 2026-05-16T21:58:37,855 copying src/tabpfn/architectures/encoders/__init__.py -> build/lib/tabpfn/architectures/encoders 2026-05-16T21:58:37,857 copying src/tabpfn/architectures/encoders/pipeline_interfaces.py -> build/lib/tabpfn/architectures/encoders 2026-05-16T21:58:37,860 creating build/lib/tabpfn/architectures/base/attention 2026-05-16T21:58:37,861 copying src/tabpfn/architectures/base/attention/full_attention.py -> build/lib/tabpfn/architectures/base/attention 2026-05-16T21:58:37,864 copying src/tabpfn/architectures/base/attention/__init__.py -> build/lib/tabpfn/architectures/base/attention 2026-05-16T21:58:37,867 creating build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,868 copying src/tabpfn/architectures/encoders/steps/_ops.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,870 copying src/tabpfn/architectures/encoders/steps/remove_duplicate_features_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,872 copying src/tabpfn/architectures/encoders/steps/feature_transform_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,875 copying src/tabpfn/architectures/encoders/steps/multiclass_classification_target_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,877 copying src/tabpfn/architectures/encoders/steps/remove_empty_features_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,879 copying src/tabpfn/architectures/encoders/steps/normalize_feature_groups_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,881 copying src/tabpfn/architectures/encoders/steps/feature_group_projections_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,883 copying src/tabpfn/architectures/encoders/steps/frequency_feature_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,885 copying src/tabpfn/architectures/encoders/steps/__init__.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,887 copying src/tabpfn/architectures/encoders/steps/nan_handling_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-05-16T21:58:37,889 running egg_info 2026-05-16T21:58:37,899 writing src/tabpfn.egg-info/PKG-INFO 2026-05-16T21:58:37,903 writing dependency_links to src/tabpfn.egg-info/dependency_links.txt 2026-05-16T21:58:37,906 writing requirements to src/tabpfn.egg-info/requires.txt 2026-05-16T21:58:37,907 writing top-level names to src/tabpfn.egg-info/top_level.txt 2026-05-16T21:58:37,930 reading manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:37,939 adding license file 'LICENSE' 2026-05-16T21:58:37,947 writing manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-05-16T21:58:37,957 copying src/tabpfn/architectures/shared/tabpfn_col_embedding.pt -> build/lib/tabpfn/architectures/shared 2026-05-16T21:58:37,981 installing to build/bdist.linux-armv7l/wheel 2026-05-16T21:58:37,981 running install 2026-05-16T21:58:38,005 running install_lib 2026-05-16T21:58:38,011 creating build/bdist.linux-armv7l/wheel 2026-05-16T21:58:38,013 creating build/bdist.linux-armv7l/wheel/tabpfn 2026-05-16T21:58:38,014 copying build/lib/tabpfn/classifier.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,018 copying build/lib/tabpfn/inference.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,021 copying build/lib/tabpfn/settings.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,024 creating build/bdist.linux-armv7l/wheel/tabpfn/preprocessing 2026-05-16T21:58:38,025 copying build/lib/tabpfn/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,028 creating build/bdist.linux-armv7l/wheel/tabpfn/preprocessing/torch 2026-05-16T21:58:38,029 copying build/lib/tabpfn/preprocessing/torch/torch_soft_clip_outliers.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,031 copying build/lib/tabpfn/preprocessing/torch/torch_quantile_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,033 copying build/lib/tabpfn/preprocessing/torch/steps.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,036 copying build/lib/tabpfn/preprocessing/torch/torch_standard_scaler.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,038 copying build/lib/tabpfn/preprocessing/torch/torch_svd.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,041 copying build/lib/tabpfn/preprocessing/torch/ops.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,043 copying build/lib/tabpfn/preprocessing/torch/gpu_preprocessing_metadata.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,044 copying build/lib/tabpfn/preprocessing/torch/pipeline_interface.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,048 copying build/lib/tabpfn/preprocessing/torch/torch_squashing_scaler.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,050 copying build/lib/tabpfn/preprocessing/torch/factory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,052 copying build/lib/tabpfn/preprocessing/torch/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-05-16T21:58:38,054 copying build/lib/tabpfn/preprocessing/pipeline_factory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,056 copying build/lib/tabpfn/preprocessing/configs.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,059 copying build/lib/tabpfn/preprocessing/clean.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,061 copying build/lib/tabpfn/preprocessing/ensemble.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,064 copying build/lib/tabpfn/preprocessing/presets.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,066 copying build/lib/tabpfn/preprocessing/type_detection.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,068 copying build/lib/tabpfn/preprocessing/pipeline_interface.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,071 copying build/lib/tabpfn/preprocessing/datamodel.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,074 creating build/bdist.linux-armv7l/wheel/tabpfn/preprocessing/steps 2026-05-16T21:58:38,075 copying build/lib/tabpfn/preprocessing/steps/encode_categorical_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,077 copying build/lib/tabpfn/preprocessing/steps/safe_power_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,080 copying build/lib/tabpfn/preprocessing/steps/nan_handling_polynomial_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,081 copying build/lib/tabpfn/preprocessing/steps/utils.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,083 copying build/lib/tabpfn/preprocessing/steps/add_svd_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,085 copying build/lib/tabpfn/preprocessing/steps/preprocessing_helpers.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,088 copying build/lib/tabpfn/preprocessing/steps/add_fingerprint_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,090 copying build/lib/tabpfn/preprocessing/steps/adaptive_quantile_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,092 copying build/lib/tabpfn/preprocessing/steps/remove_constant_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,094 copying build/lib/tabpfn/preprocessing/steps/shuffle_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,096 copying build/lib/tabpfn/preprocessing/steps/reshape_feature_distribution_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,098 copying build/lib/tabpfn/preprocessing/steps/differentiable_z_norm_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,100 copying build/lib/tabpfn/preprocessing/steps/squashing_scaler_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,103 copying build/lib/tabpfn/preprocessing/steps/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,105 copying build/lib/tabpfn/preprocessing/steps/kdi_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-05-16T21:58:38,107 copying build/lib/tabpfn/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,109 copying build/lib/tabpfn/preprocessing/transform.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,111 copying build/lib/tabpfn/preprocessing/modality_detection.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-05-16T21:58:38,113 copying build/lib/tabpfn/utils.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,116 copying build/lib/tabpfn/inference_tuning.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,118 copying build/lib/tabpfn/browser_auth.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,121 copying build/lib/tabpfn/model_loading.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,124 copying build/lib/tabpfn/inference_config.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,126 copying build/lib/tabpfn/validation.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,129 creating build/bdist.linux-armv7l/wheel/tabpfn/misc 2026-05-16T21:58:38,130 copying build/lib/tabpfn/misc/_sklearn_compat.py -> build/bdist.linux-armv7l/wheel/./tabpfn/misc 2026-05-16T21:58:38,133 copying build/lib/tabpfn/misc/debug_versions.py -> build/bdist.linux-armv7l/wheel/./tabpfn/misc 2026-05-16T21:58:38,136 creating build/bdist.linux-armv7l/wheel/tabpfn/model 2026-05-16T21:58:38,137 copying build/lib/tabpfn/model/transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,139 copying build/lib/tabpfn/model/mlp.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,141 copying build/lib/tabpfn/model/loading.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,143 copying build/lib/tabpfn/model/preprocessing.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,144 copying build/lib/tabpfn/model/memory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,146 copying build/lib/tabpfn/model/config.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,148 copying build/lib/tabpfn/model/layer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,150 copying build/lib/tabpfn/model/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,152 copying build/lib/tabpfn/model/bar_distribution.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,154 copying build/lib/tabpfn/model/attention.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,155 copying build/lib/tabpfn/model/encoders.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-05-16T21:58:38,157 copying build/lib/tabpfn/constants.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,159 copying build/lib/tabpfn/parallel_execute.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,161 copying build/lib/tabpfn/base.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,165 creating build/bdist.linux-armv7l/wheel/tabpfn/finetuning 2026-05-16T21:58:38,166 copying build/lib/tabpfn/finetuning/finetuned_base.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,169 copying build/lib/tabpfn/finetuning/finetuned_regressor.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,172 copying build/lib/tabpfn/finetuning/finetuned_classifier.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,174 copying build/lib/tabpfn/finetuning/_torch_compat.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,176 copying build/lib/tabpfn/finetuning/train_util.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,179 copying build/lib/tabpfn/finetuning/logging.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,181 copying build/lib/tabpfn/finetuning/data_util.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,184 copying build/lib/tabpfn/finetuning/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-05-16T21:58:38,186 copying build/lib/tabpfn/regressor.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,189 copying build/lib/tabpfn/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,192 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures 2026-05-16T21:58:38,193 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/shared 2026-05-16T21:58:38,195 copying build/lib/tabpfn/architectures/shared/attention_gqa_check.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,197 copying build/lib/tabpfn/architectures/shared/tabpfn_col_embedding.pt -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,207 copying build/lib/tabpfn/architectures/shared/column_embeddings.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,209 copying build/lib/tabpfn/architectures/shared/scaled_dot_product_attention.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,211 copying build/lib/tabpfn/architectures/shared/chunked_evaluate.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,213 copying build/lib/tabpfn/architectures/shared/mlx_backend.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,215 copying build/lib/tabpfn/architectures/shared/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,217 copying build/lib/tabpfn/architectures/shared/compile_utils.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,219 copying build/lib/tabpfn/architectures/shared/fa3_backend.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-05-16T21:58:38,221 copying build/lib/tabpfn/architectures/interface.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-05-16T21:58:38,224 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/base 2026-05-16T21:58:38,225 copying build/lib/tabpfn/architectures/base/transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,229 copying build/lib/tabpfn/architectures/base/mlp.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,231 copying build/lib/tabpfn/architectures/base/memory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,233 copying build/lib/tabpfn/architectures/base/config.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,236 copying build/lib/tabpfn/architectures/base/layer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,239 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/base/attention 2026-05-16T21:58:38,241 copying build/lib/tabpfn/architectures/base/attention/full_attention.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base/attention 2026-05-16T21:58:38,243 copying build/lib/tabpfn/architectures/base/attention/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base/attention 2026-05-16T21:58:38,246 copying build/lib/tabpfn/architectures/base/thinking_tokens.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,248 copying build/lib/tabpfn/architectures/base/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,250 copying build/lib/tabpfn/architectures/base/bar_distribution.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-05-16T21:58:38,253 copying build/lib/tabpfn/architectures/kv_cache.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-05-16T21:58:38,255 copying build/lib/tabpfn/architectures/tabpfn_v2_5.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-05-16T21:58:38,258 copying build/lib/tabpfn/architectures/tabpfn_v2_6.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-05-16T21:58:38,261 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/encoders 2026-05-16T21:58:38,263 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,264 copying build/lib/tabpfn/architectures/encoders/steps/_ops.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,267 copying build/lib/tabpfn/architectures/encoders/steps/remove_duplicate_features_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,269 copying build/lib/tabpfn/architectures/encoders/steps/feature_transform_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,272 copying build/lib/tabpfn/architectures/encoders/steps/multiclass_classification_target_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,274 copying build/lib/tabpfn/architectures/encoders/steps/remove_empty_features_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,276 copying build/lib/tabpfn/architectures/encoders/steps/normalize_feature_groups_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,278 copying build/lib/tabpfn/architectures/encoders/steps/feature_group_projections_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,280 copying build/lib/tabpfn/architectures/encoders/steps/frequency_feature_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,282 copying build/lib/tabpfn/architectures/encoders/steps/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,284 copying build/lib/tabpfn/architectures/encoders/steps/nan_handling_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-05-16T21:58:38,286 copying build/lib/tabpfn/architectures/encoders/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders 2026-05-16T21:58:38,288 copying build/lib/tabpfn/architectures/encoders/pipeline_interfaces.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders 2026-05-16T21:58:38,290 copying build/lib/tabpfn/architectures/tabpfn_v3.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-05-16T21:58:38,294 copying build/lib/tabpfn/architectures/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-05-16T21:58:38,296 copying build/lib/tabpfn/errors.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-05-16T21:58:38,298 running install_egg_info 2026-05-16T21:58:38,303 Copying src/tabpfn.egg-info to build/bdist.linux-armv7l/wheel/./tabpfn-8.0.3-py3.11.egg-info 2026-05-16T21:58:38,314 running install_scripts 2026-05-16T21:58:38,326 creating build/bdist.linux-armv7l/wheel/tabpfn-8.0.3.dist-info/WHEEL 2026-05-16T21:58:38,329 creating '/tmp/pip-wheel-1axhufuy/.tmp-dr1gf0uo/tabpfn-8.0.3-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-05-16T21:58:38,332 adding 'tabpfn/__init__.py' 2026-05-16T21:58:38,334 adding 'tabpfn/base.py' 2026-05-16T21:58:38,338 adding 'tabpfn/browser_auth.py' 2026-05-16T21:58:38,346 adding 'tabpfn/classifier.py' 2026-05-16T21:58:38,348 adding 'tabpfn/constants.py' 2026-05-16T21:58:38,350 adding 'tabpfn/errors.py' 2026-05-16T21:58:38,355 adding 'tabpfn/inference.py' 2026-05-16T21:58:38,358 adding 'tabpfn/inference_config.py' 2026-05-16T21:58:38,360 adding 'tabpfn/inference_tuning.py' 2026-05-16T21:58:38,366 adding 'tabpfn/model_loading.py' 2026-05-16T21:58:38,368 adding 'tabpfn/parallel_execute.py' 2026-05-16T21:58:38,375 adding 'tabpfn/regressor.py' 2026-05-16T21:58:38,377 adding 'tabpfn/settings.py' 2026-05-16T21:58:38,380 adding 'tabpfn/utils.py' 2026-05-16T21:58:38,382 adding 'tabpfn/validation.py' 2026-05-16T21:58:38,384 adding 'tabpfn/architectures/__init__.py' 2026-05-16T21:58:38,386 adding 'tabpfn/architectures/interface.py' 2026-05-16T21:58:38,388 adding 'tabpfn/architectures/kv_cache.py' 2026-05-16T21:58:38,393 adding 'tabpfn/architectures/tabpfn_v2_5.py' 2026-05-16T21:58:38,398 adding 'tabpfn/architectures/tabpfn_v2_6.py' 2026-05-16T21:58:38,408 adding 'tabpfn/architectures/tabpfn_v3.py' 2026-05-16T21:58:38,410 adding 'tabpfn/architectures/base/__init__.py' 2026-05-16T21:58:38,414 adding 'tabpfn/architectures/base/bar_distribution.py' 2026-05-16T21:58:38,416 adding 'tabpfn/architectures/base/config.py' 2026-05-16T21:58:38,418 adding 'tabpfn/architectures/base/layer.py' 2026-05-16T21:58:38,420 adding 'tabpfn/architectures/base/memory.py' 2026-05-16T21:58:38,422 adding 'tabpfn/architectures/base/mlp.py' 2026-05-16T21:58:38,423 adding 'tabpfn/architectures/base/thinking_tokens.py' 2026-05-16T21:58:38,426 adding 'tabpfn/architectures/base/transformer.py' 2026-05-16T21:58:38,428 adding 'tabpfn/architectures/base/attention/__init__.py' 2026-05-16T21:58:38,431 adding 'tabpfn/architectures/base/attention/full_attention.py' 2026-05-16T21:58:38,433 adding 'tabpfn/architectures/encoders/__init__.py' 2026-05-16T21:58:38,435 adding 'tabpfn/architectures/encoders/pipeline_interfaces.py' 2026-05-16T21:58:38,437 adding 'tabpfn/architectures/encoders/steps/__init__.py' 2026-05-16T21:58:38,439 adding 'tabpfn/architectures/encoders/steps/_ops.py' 2026-05-16T21:58:38,440 adding 'tabpfn/architectures/encoders/steps/feature_group_projections_encoder_step.py' 2026-05-16T21:58:38,442 adding 'tabpfn/architectures/encoders/steps/feature_transform_encoder_step.py' 2026-05-16T21:58:38,443 adding 'tabpfn/architectures/encoders/steps/frequency_feature_encoder_step.py' 2026-05-16T21:58:38,445 adding 'tabpfn/architectures/encoders/steps/multiclass_classification_target_encoder_step.py' 2026-05-16T21:58:38,446 adding 'tabpfn/architectures/encoders/steps/nan_handling_encoder_step.py' 2026-05-16T21:58:38,448 adding 'tabpfn/architectures/encoders/steps/normalize_feature_groups_encoder_step.py' 2026-05-16T21:58:38,449 adding 'tabpfn/architectures/encoders/steps/remove_duplicate_features_encoder_step.py' 2026-05-16T21:58:38,451 adding 'tabpfn/architectures/encoders/steps/remove_empty_features_encoder_step.py' 2026-05-16T21:58:38,453 adding 'tabpfn/architectures/shared/__init__.py' 2026-05-16T21:58:38,454 adding 'tabpfn/architectures/shared/attention_gqa_check.py' 2026-05-16T21:58:38,455 adding 'tabpfn/architectures/shared/chunked_evaluate.py' 2026-05-16T21:58:38,457 adding 'tabpfn/architectures/shared/column_embeddings.py' 2026-05-16T21:58:38,458 adding 'tabpfn/architectures/shared/compile_utils.py' 2026-05-16T21:58:38,459 adding 'tabpfn/architectures/shared/fa3_backend.py' 2026-05-16T21:58:38,461 adding 'tabpfn/architectures/shared/mlx_backend.py' 2026-05-16T21:58:38,462 adding 'tabpfn/architectures/shared/scaled_dot_product_attention.py' 2026-05-16T21:58:38,519 adding 'tabpfn/architectures/shared/tabpfn_col_embedding.pt' 2026-05-16T21:58:38,524 adding 'tabpfn/finetuning/__init__.py' 2026-05-16T21:58:38,525 adding 'tabpfn/finetuning/_torch_compat.py' 2026-05-16T21:58:38,529 adding 'tabpfn/finetuning/data_util.py' 2026-05-16T21:58:38,534 adding 'tabpfn/finetuning/finetuned_base.py' 2026-05-16T21:58:38,537 adding 'tabpfn/finetuning/finetuned_classifier.py' 2026-05-16T21:58:38,540 adding 'tabpfn/finetuning/finetuned_regressor.py' 2026-05-16T21:58:38,541 adding 'tabpfn/finetuning/logging.py' 2026-05-16T21:58:38,543 adding 'tabpfn/finetuning/train_util.py' 2026-05-16T21:58:38,548 adding 'tabpfn/misc/_sklearn_compat.py' 2026-05-16T21:58:38,551 adding 'tabpfn/misc/debug_versions.py' 2026-05-16T21:58:38,553 adding 'tabpfn/model/__init__.py' 2026-05-16T21:58:38,554 adding 'tabpfn/model/attention.py' 2026-05-16T21:58:38,555 adding 'tabpfn/model/bar_distribution.py' 2026-05-16T21:58:38,557 adding 'tabpfn/model/config.py' 2026-05-16T21:58:38,558 adding 'tabpfn/model/encoders.py' 2026-05-16T21:58:38,559 adding 'tabpfn/model/layer.py' 2026-05-16T21:58:38,560 adding 'tabpfn/model/loading.py' 2026-05-16T21:58:38,562 adding 'tabpfn/model/memory.py' 2026-05-16T21:58:38,563 adding 'tabpfn/model/mlp.py' 2026-05-16T21:58:38,564 adding 'tabpfn/model/preprocessing.py' 2026-05-16T21:58:38,565 adding 'tabpfn/model/transformer.py' 2026-05-16T21:58:38,567 adding 'tabpfn/preprocessing/__init__.py' 2026-05-16T21:58:38,569 adding 'tabpfn/preprocessing/clean.py' 2026-05-16T21:58:38,571 adding 'tabpfn/preprocessing/configs.py' 2026-05-16T21:58:38,572 adding 'tabpfn/preprocessing/datamodel.py' 2026-05-16T21:58:38,578 adding 'tabpfn/preprocessing/ensemble.py' 2026-05-16T21:58:38,580 adding 'tabpfn/preprocessing/label_encoder.py' 2026-05-16T21:58:38,581 adding 'tabpfn/preprocessing/modality_detection.py' 2026-05-16T21:58:38,583 adding 'tabpfn/preprocessing/pipeline_factory.py' 2026-05-16T21:58:38,585 adding 'tabpfn/preprocessing/pipeline_interface.py' 2026-05-16T21:58:38,587 adding 'tabpfn/preprocessing/presets.py' 2026-05-16T21:58:38,588 adding 'tabpfn/preprocessing/transform.py' 2026-05-16T21:58:38,590 adding 'tabpfn/preprocessing/type_detection.py' 2026-05-16T21:58:38,592 adding 'tabpfn/preprocessing/steps/__init__.py' 2026-05-16T21:58:38,593 adding 'tabpfn/preprocessing/steps/adaptive_quantile_transformer.py' 2026-05-16T21:58:38,595 adding 'tabpfn/preprocessing/steps/add_fingerprint_features_step.py' 2026-05-16T21:58:38,596 adding 'tabpfn/preprocessing/steps/add_svd_features_step.py' 2026-05-16T21:58:38,598 adding 'tabpfn/preprocessing/steps/differentiable_z_norm_step.py' 2026-05-16T21:58:38,600 adding 'tabpfn/preprocessing/steps/encode_categorical_features_step.py' 2026-05-16T21:58:38,601 adding 'tabpfn/preprocessing/steps/kdi_transformer.py' 2026-05-16T21:58:38,603 adding 'tabpfn/preprocessing/steps/nan_handling_polynomial_features_step.py' 2026-05-16T21:58:38,604 adding 'tabpfn/preprocessing/steps/preprocessing_helpers.py' 2026-05-16T21:58:38,606 adding 'tabpfn/preprocessing/steps/remove_constant_features_step.py' 2026-05-16T21:58:38,608 adding 'tabpfn/preprocessing/steps/reshape_feature_distribution_step.py' 2026-05-16T21:58:38,610 adding 'tabpfn/preprocessing/steps/safe_power_transformer.py' 2026-05-16T21:58:38,612 adding 'tabpfn/preprocessing/steps/shuffle_features_step.py' 2026-05-16T21:58:38,614 adding 'tabpfn/preprocessing/steps/squashing_scaler_transformer.py' 2026-05-16T21:58:38,615 adding 'tabpfn/preprocessing/steps/utils.py' 2026-05-16T21:58:38,617 adding 'tabpfn/preprocessing/torch/__init__.py' 2026-05-16T21:58:38,619 adding 'tabpfn/preprocessing/torch/factory.py' 2026-05-16T21:58:38,620 adding 'tabpfn/preprocessing/torch/gpu_preprocessing_metadata.py' 2026-05-16T21:58:38,621 adding 'tabpfn/preprocessing/torch/ops.py' 2026-05-16T21:58:38,623 adding 'tabpfn/preprocessing/torch/pipeline_interface.py' 2026-05-16T21:58:38,626 adding 'tabpfn/preprocessing/torch/steps.py' 2026-05-16T21:58:38,628 adding 'tabpfn/preprocessing/torch/torch_quantile_transformer.py' 2026-05-16T21:58:38,629 adding 'tabpfn/preprocessing/torch/torch_soft_clip_outliers.py' 2026-05-16T21:58:38,631 adding 'tabpfn/preprocessing/torch/torch_squashing_scaler.py' 2026-05-16T21:58:38,632 adding 'tabpfn/preprocessing/torch/torch_standard_scaler.py' 2026-05-16T21:58:38,634 adding 'tabpfn/preprocessing/torch/torch_svd.py' 2026-05-16T21:58:38,638 adding 'tabpfn-8.0.3.dist-info/licenses/LICENSE' 2026-05-16T21:58:38,643 adding 'tabpfn-8.0.3.dist-info/METADATA' 2026-05-16T21:58:38,644 adding 'tabpfn-8.0.3.dist-info/WHEEL' 2026-05-16T21:58:38,645 adding 'tabpfn-8.0.3.dist-info/top_level.txt' 2026-05-16T21:58:38,647 adding 'tabpfn-8.0.3.dist-info/RECORD' 2026-05-16T21:58:38,657 removing build/bdist.linux-armv7l/wheel 2026-05-16T21:58:38,786 Building wheel for tabpfn (pyproject.toml): finished with status 'done' 2026-05-16T21:58:38,810 Created wheel for tabpfn: filename=tabpfn-8.0.3-py3-none-any.whl size=727071 sha256=6b4c9fc9f789e1a77c7fc2cc8fda5eed48a59330ef3d90717bcf48ebd0837195 2026-05-16T21:58:38,812 Stored in directory: /tmp/pip-ephem-wheel-cache-6yl_bxdh/wheels/e7/12/3f/564a8dea32aa212409dd8de95155d6fb4f84f9c6a5f90b6066 2026-05-16T21:58:38,836 Successfully built tabpfn 2026-05-16T21:58:38,856 Removed build tracker: '/tmp/pip-build-tracker-xl1da_bu'