2026-06-03T08:48:25,953 Created temporary directory: /tmp/pip-ephem-wheel-cache-oi0tym2h 2026-06-03T08:48:25,955 Created temporary directory: /tmp/pip-build-tracker-wzpo5qoc 2026-06-03T08:48:25,956 Initialized build tracking at /tmp/pip-build-tracker-wzpo5qoc 2026-06-03T08:48:25,956 Created build tracker: /tmp/pip-build-tracker-wzpo5qoc 2026-06-03T08:48:25,957 Entered build tracker: /tmp/pip-build-tracker-wzpo5qoc 2026-06-03T08:48:25,958 Created temporary directory: /tmp/pip-wheel-eoora22m 2026-06-03T08:48:25,960 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 2026-06-03T08:48:25,963 Created temporary directory: /tmp/pip-ephem-wheel-cache-0m0wyxk5 2026-06-03T08:48:25,985 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-06-03T08:48:25,988 2 location(s) to search for versions of tabpfn: 2026-06-03T08:48:25,988 * https://pypi.org/simple/tabpfn/ 2026-06-03T08:48:25,988 * https://www.piwheels.org/simple/tabpfn/ 2026-06-03T08:48:25,989 Fetching project page and analyzing links: https://pypi.org/simple/tabpfn/ 2026-06-03T08:48:25,990 Getting page https://pypi.org/simple/tabpfn/ 2026-06-03T08:48:25,991 Found index url https://pypi.org/simple 2026-06-03T08:48:26,219 Fetched page https://pypi.org/simple/tabpfn/ as application/vnd.pypi.simple.v1+json 2026-06-03T08:48:26,238 Skipping link: No binaries permitted for tabpfn: 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no hashes to check 1 links for project 'tabpfn': discarding no candidates 2026-06-03T08:48:26,624 Collecting tabpfn==8.0.4 2026-06-03T08:48:26,627 Created temporary directory: /tmp/pip-unpack-engpxby6 2026-06-03T08:48:26,857 Downloading tabpfn-8.0.4.tar.gz (746 kB) 2026-06-03T08:48:27,386 Added tabpfn==8.0.4 from https://files.pythonhosted.org/packages/99/90/d9704a76d31b9edab74b3089bd7844a3ad081dca1b4fb7264ebc5cd43cac/tabpfn-8.0.4.tar.gz to build tracker '/tmp/pip-build-tracker-wzpo5qoc' 2026-06-03T08:48:27,399 Created temporary directory: /tmp/pip-build-env-j58r_yc9 2026-06-03T08:48:27,403 Installing build dependencies: started 2026-06-03T08:48:27,404 Running command pip subprocess to install build dependencies 2026-06-03T08:48:28,535 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-06-03T08:48:28,982 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 2026-06-03T08:48:29,005 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-06-03T08:48:30,759 Collecting setuptools 2026-06-03T08:48:30,760 Obtaining dependency information for setuptools from https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata 2026-06-03T08:48:30,776 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl.metadata (6.5 kB) 2026-06-03T08:48:31,010 Collecting wheel 2026-06-03T08:48:31,011 Obtaining dependency information for wheel from https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata 2026-06-03T08:48:31,024 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata (2.3 kB) 2026-06-03T08:48:31,204 Collecting packaging>=24.0 2026-06-03T08:48:31,205 Obtaining dependency information for packaging>=24.0 from https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata 2026-06-03T08:48:31,221 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata (3.5 kB) 2026-06-03T08:48:31,407 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-06-03T08:48:31,425 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-06-03T08:48:31,514 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-06-03T08:48:31,545 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-06-03T08:48:31,569 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-06-03T08:48:31,660 Using cached https://www.piwheels.org/simple/setuptools/setuptools-82.0.1-py3-none-any.whl (1.0 MB) 2026-06-03T08:48:34,592 Installing collected packages: setuptools, packaging, wheel 2026-06-03T08:48:38,215 Creating /tmp/pip-build-env-j58r_yc9/overlay/local/bin 2026-06-03T08:48:38,217 changing mode of /tmp/pip-build-env-j58r_yc9/overlay/local/bin/wheel to 755 2026-06-03T08:48:38,238 Successfully installed packaging-26.2 setuptools-82.0.1 wheel-0.47.0 2026-06-03T08:48:38,524 Installing build dependencies: finished with status 'done' 2026-06-03T08:48:38,531 Getting requirements to build wheel: started 2026-06-03T08:48:38,532 Running command Getting requirements to build wheel 2026-06-03T08:48:39,164 /tmp/pip-build-env-j58r_yc9/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-06-03T08:48:39,165 !! 2026-06-03T08:48:39,166 ******************************************************************************** 2026-06-03T08:48:39,166 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). 2026-06-03T08:48:39,168 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-06-03T08:48:39,168 or your builds will no longer be supported. 2026-06-03T08:48:39,170 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-03T08:48:39,170 ******************************************************************************** 2026-06-03T08:48:39,172 !! 2026-06-03T08:48:39,172 corresp(dist, value, root_dir) 2026-06-03T08:48:39,268 running egg_info 2026-06-03T08:48:39,274 writing src/tabpfn.egg-info/PKG-INFO 2026-06-03T08:48:39,279 writing dependency_links to src/tabpfn.egg-info/dependency_links.txt 2026-06-03T08:48:39,283 writing requirements to src/tabpfn.egg-info/requires.txt 2026-06-03T08:48:39,284 writing top-level names to src/tabpfn.egg-info/top_level.txt 2026-06-03T08:48:39,327 reading manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:39,336 adding license file 'LICENSE' 2026-06-03T08:48:39,345 writing manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:39,450 Getting requirements to build wheel: finished with status 'done' 2026-06-03T08:48:39,454 Created temporary directory: /tmp/pip-modern-metadata-78gp1g_h 2026-06-03T08:48:39,457 Preparing metadata (pyproject.toml): started 2026-06-03T08:48:39,458 Running command Preparing metadata (pyproject.toml) 2026-06-03T08:48:40,245 /tmp/pip-build-env-j58r_yc9/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-06-03T08:48:40,245 !! 2026-06-03T08:48:40,247 ******************************************************************************** 2026-06-03T08:48:40,247 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). 2026-06-03T08:48:40,248 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-06-03T08:48:40,248 or your builds will no longer be supported. 2026-06-03T08:48:40,249 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-03T08:48:40,250 ******************************************************************************** 2026-06-03T08:48:40,251 !! 2026-06-03T08:48:40,251 corresp(dist, value, root_dir) 2026-06-03T08:48:40,342 running dist_info 2026-06-03T08:48:40,353 creating /tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info 2026-06-03T08:48:40,354 writing /tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/PKG-INFO 2026-06-03T08:48:40,359 writing dependency_links to /tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/dependency_links.txt 2026-06-03T08:48:40,362 writing requirements to /tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/requires.txt 2026-06-03T08:48:40,363 writing top-level names to /tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/top_level.txt 2026-06-03T08:48:40,365 writing manifest file '/tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:40,398 reading manifest file '/tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:40,400 adding license file 'LICENSE' 2026-06-03T08:48:40,407 writing manifest file '/tmp/pip-modern-metadata-78gp1g_h/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:40,408 creating '/tmp/pip-modern-metadata-78gp1g_h/tabpfn-8.0.4.dist-info' 2026-06-03T08:48:40,534 Preparing metadata (pyproject.toml): finished with status 'done' 2026-06-03T08:48:40,542 Source in /tmp/pip-wheel-eoora22m/tabpfn_240b253956204a8aa1baf0af9121fd7f has version 8.0.4, which satisfies requirement tabpfn==8.0.4 from https://files.pythonhosted.org/packages/99/90/d9704a76d31b9edab74b3089bd7844a3ad081dca1b4fb7264ebc5cd43cac/tabpfn-8.0.4.tar.gz 2026-06-03T08:48:40,543 Removed tabpfn==8.0.4 from https://files.pythonhosted.org/packages/99/90/d9704a76d31b9edab74b3089bd7844a3ad081dca1b4fb7264ebc5cd43cac/tabpfn-8.0.4.tar.gz from build tracker '/tmp/pip-build-tracker-wzpo5qoc' 2026-06-03T08:48:40,557 Created temporary directory: /tmp/pip-unpack-1knlw17q 2026-06-03T08:48:40,557 Building wheels for collected packages: tabpfn 2026-06-03T08:48:40,562 Created temporary directory: /tmp/pip-wheel-c0_mt8bh 2026-06-03T08:48:40,563 Destination directory: /tmp/pip-wheel-c0_mt8bh 2026-06-03T08:48:40,565 Building wheel for tabpfn (pyproject.toml): started 2026-06-03T08:48:40,567 Running command Building wheel for tabpfn (pyproject.toml) 2026-06-03T08:48:41,368 /tmp/pip-build-env-j58r_yc9/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-06-03T08:48:41,368 !! 2026-06-03T08:48:41,369 ******************************************************************************** 2026-06-03T08:48:41,370 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). 2026-06-03T08:48:41,371 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-06-03T08:48:41,371 or your builds will no longer be supported. 2026-06-03T08:48:41,373 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-06-03T08:48:41,373 ******************************************************************************** 2026-06-03T08:48:41,375 !! 2026-06-03T08:48:41,375 corresp(dist, value, root_dir) 2026-06-03T08:48:41,450 running bdist_wheel 2026-06-03T08:48:41,467 running build 2026-06-03T08:48:41,468 running build_py 2026-06-03T08:48:41,474 creating build/lib/tabpfn 2026-06-03T08:48:41,476 copying src/tabpfn/utils.py -> build/lib/tabpfn 2026-06-03T08:48:41,479 copying src/tabpfn/classifier.py -> build/lib/tabpfn 2026-06-03T08:48:41,482 copying src/tabpfn/model_loading.py -> build/lib/tabpfn 2026-06-03T08:48:41,486 copying src/tabpfn/validation.py -> build/lib/tabpfn 2026-06-03T08:48:41,488 copying src/tabpfn/regressor.py -> build/lib/tabpfn 2026-06-03T08:48:41,492 copying src/tabpfn/inference.py -> build/lib/tabpfn 2026-06-03T08:48:41,495 copying src/tabpfn/inference_tuning.py -> build/lib/tabpfn 2026-06-03T08:48:41,498 copying src/tabpfn/settings.py -> build/lib/tabpfn 2026-06-03T08:48:41,500 copying src/tabpfn/parallel_execute.py -> build/lib/tabpfn 2026-06-03T08:48:41,502 copying src/tabpfn/checkpoint.py -> build/lib/tabpfn 2026-06-03T08:48:41,504 copying src/tabpfn/__init__.py -> build/lib/tabpfn 2026-06-03T08:48:41,506 copying src/tabpfn/base.py -> build/lib/tabpfn 2026-06-03T08:48:41,509 copying src/tabpfn/browser_auth.py -> build/lib/tabpfn 2026-06-03T08:48:41,512 copying src/tabpfn/errors.py -> build/lib/tabpfn 2026-06-03T08:48:41,515 copying src/tabpfn/inference_config.py -> build/lib/tabpfn 2026-06-03T08:48:41,517 copying src/tabpfn/constants.py -> build/lib/tabpfn 2026-06-03T08:48:41,520 creating build/lib/tabpfn/visualisation 2026-06-03T08:48:41,521 copying src/tabpfn/visualisation/regression_distribution.py -> build/lib/tabpfn/visualisation 2026-06-03T08:48:41,523 copying src/tabpfn/visualisation/__init__.py -> build/lib/tabpfn/visualisation 2026-06-03T08:48:41,526 creating build/lib/tabpfn/model 2026-06-03T08:48:41,527 copying src/tabpfn/model/config.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,529 copying src/tabpfn/model/bar_distribution.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,531 copying src/tabpfn/model/attention.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,532 copying src/tabpfn/model/mlp.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,534 copying src/tabpfn/model/encoders.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,536 copying src/tabpfn/model/__init__.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,538 copying src/tabpfn/model/layer.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,540 copying src/tabpfn/model/transformer.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,542 copying src/tabpfn/model/preprocessing.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,544 copying src/tabpfn/model/memory.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,545 copying src/tabpfn/model/loading.py -> build/lib/tabpfn/model 2026-06-03T08:48:41,548 creating build/lib/tabpfn/misc 2026-06-03T08:48:41,549 copying src/tabpfn/misc/debug_versions.py -> build/lib/tabpfn/misc 2026-06-03T08:48:41,552 copying src/tabpfn/misc/_sklearn_compat.py -> build/lib/tabpfn/misc 2026-06-03T08:48:41,556 creating build/lib/tabpfn/finetuning 2026-06-03T08:48:41,557 copying src/tabpfn/finetuning/finetuned_classifier.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,560 copying src/tabpfn/finetuning/finetuned_regressor.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,562 copying src/tabpfn/finetuning/data_util.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,565 copying src/tabpfn/finetuning/_torch_compat.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,567 copying src/tabpfn/finetuning/__init__.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,569 copying src/tabpfn/finetuning/logging.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,571 copying src/tabpfn/finetuning/train_util.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,574 copying src/tabpfn/finetuning/finetuned_base.py -> build/lib/tabpfn/finetuning 2026-06-03T08:48:41,578 creating build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,579 copying src/tabpfn/preprocessing/transform.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,581 copying src/tabpfn/preprocessing/clean.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,584 copying src/tabpfn/preprocessing/ensemble.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,587 copying src/tabpfn/preprocessing/presets.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,589 copying src/tabpfn/preprocessing/pipeline_interface.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,592 copying src/tabpfn/preprocessing/datamodel.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,594 copying src/tabpfn/preprocessing/type_detection.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,596 copying src/tabpfn/preprocessing/modality_detection.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,598 copying src/tabpfn/preprocessing/pipeline_factory.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,600 copying src/tabpfn/preprocessing/__init__.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,602 copying src/tabpfn/preprocessing/configs.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,604 copying src/tabpfn/preprocessing/label_encoder.py -> build/lib/tabpfn/preprocessing 2026-06-03T08:48:41,607 creating build/lib/tabpfn/architectures 2026-06-03T08:48:41,608 copying src/tabpfn/architectures/tabpfn_v2_5.py -> build/lib/tabpfn/architectures 2026-06-03T08:48:41,611 copying src/tabpfn/architectures/interface.py -> build/lib/tabpfn/architectures 2026-06-03T08:48:41,613 copying src/tabpfn/architectures/kv_cache.py -> build/lib/tabpfn/architectures 2026-06-03T08:48:41,616 copying src/tabpfn/architectures/tabpfn_v3.py -> build/lib/tabpfn/architectures 2026-06-03T08:48:41,620 copying src/tabpfn/architectures/__init__.py -> build/lib/tabpfn/architectures 2026-06-03T08:48:41,621 copying src/tabpfn/architectures/tabpfn_v2_6.py -> build/lib/tabpfn/architectures 2026-06-03T08:48:41,625 creating build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,626 copying src/tabpfn/preprocessing/steps/utils.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,629 copying src/tabpfn/preprocessing/steps/squashing_scaler_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,631 copying src/tabpfn/preprocessing/steps/safe_power_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,633 copying src/tabpfn/preprocessing/steps/differentiable_z_norm_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,635 copying src/tabpfn/preprocessing/steps/kdi_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,638 copying src/tabpfn/preprocessing/steps/remove_constant_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,640 copying src/tabpfn/preprocessing/steps/nan_handling_polynomial_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,642 copying src/tabpfn/preprocessing/steps/preprocessing_helpers.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,644 copying src/tabpfn/preprocessing/steps/add_svd_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,646 copying src/tabpfn/preprocessing/steps/adaptive_quantile_transformer.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,648 copying src/tabpfn/preprocessing/steps/__init__.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,650 copying src/tabpfn/preprocessing/steps/shuffle_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,653 copying src/tabpfn/preprocessing/steps/encode_categorical_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,656 copying src/tabpfn/preprocessing/steps/reshape_feature_distribution_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,658 copying src/tabpfn/preprocessing/steps/add_fingerprint_features_step.py -> build/lib/tabpfn/preprocessing/steps 2026-06-03T08:48:41,662 creating build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,663 copying src/tabpfn/preprocessing/torch/torch_squashing_scaler.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,665 copying src/tabpfn/preprocessing/torch/torch_quantile_transformer.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,668 copying src/tabpfn/preprocessing/torch/pipeline_interface.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,670 copying src/tabpfn/preprocessing/torch/torch_svd.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,673 copying src/tabpfn/preprocessing/torch/factory.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,675 copying src/tabpfn/preprocessing/torch/gpu_preprocessing_metadata.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,677 copying src/tabpfn/preprocessing/torch/__init__.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,679 copying src/tabpfn/preprocessing/torch/ops.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,681 copying src/tabpfn/preprocessing/torch/torch_standard_scaler.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,683 copying src/tabpfn/preprocessing/torch/torch_soft_clip_outliers.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,685 copying src/tabpfn/preprocessing/torch/steps.py -> build/lib/tabpfn/preprocessing/torch 2026-06-03T08:48:41,689 creating build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,689 copying src/tabpfn/architectures/shared/mlx_backend.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,692 copying src/tabpfn/architectures/shared/fa3_backend.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,694 copying src/tabpfn/architectures/shared/attention_gqa_check.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,695 copying src/tabpfn/architectures/shared/compile_utils.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,697 copying src/tabpfn/architectures/shared/chunked_evaluate.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,700 copying src/tabpfn/architectures/shared/__init__.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,701 copying src/tabpfn/architectures/shared/scaled_dot_product_attention.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,704 copying src/tabpfn/architectures/shared/column_embeddings.py -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,706 creating build/lib/tabpfn/architectures/encoders 2026-06-03T08:48:41,707 copying src/tabpfn/architectures/encoders/__init__.py -> build/lib/tabpfn/architectures/encoders 2026-06-03T08:48:41,709 copying src/tabpfn/architectures/encoders/pipeline_interfaces.py -> build/lib/tabpfn/architectures/encoders 2026-06-03T08:48:41,712 creating build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,713 copying src/tabpfn/architectures/base/config.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,716 copying src/tabpfn/architectures/base/bar_distribution.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,718 copying src/tabpfn/architectures/base/mlp.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,721 copying src/tabpfn/architectures/base/__init__.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,723 copying src/tabpfn/architectures/base/thinking_tokens.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,725 copying src/tabpfn/architectures/base/layer.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,728 copying src/tabpfn/architectures/base/transformer.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,731 copying src/tabpfn/architectures/base/memory.py -> build/lib/tabpfn/architectures/base 2026-06-03T08:48:41,734 creating build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,735 copying src/tabpfn/architectures/encoders/steps/_ops.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,737 copying src/tabpfn/architectures/encoders/steps/frequency_feature_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,739 copying src/tabpfn/architectures/encoders/steps/normalize_feature_groups_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,742 copying src/tabpfn/architectures/encoders/steps/remove_duplicate_features_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,744 copying src/tabpfn/architectures/encoders/steps/feature_group_projections_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,746 copying src/tabpfn/architectures/encoders/steps/__init__.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,748 copying src/tabpfn/architectures/encoders/steps/remove_empty_features_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,749 copying src/tabpfn/architectures/encoders/steps/multiclass_classification_target_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,751 copying src/tabpfn/architectures/encoders/steps/nan_handling_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,754 copying src/tabpfn/architectures/encoders/steps/feature_transform_encoder_step.py -> build/lib/tabpfn/architectures/encoders/steps 2026-06-03T08:48:41,756 creating build/lib/tabpfn/architectures/base/attention 2026-06-03T08:48:41,757 copying src/tabpfn/architectures/base/attention/full_attention.py -> build/lib/tabpfn/architectures/base/attention 2026-06-03T08:48:41,760 copying src/tabpfn/architectures/base/attention/__init__.py -> build/lib/tabpfn/architectures/base/attention 2026-06-03T08:48:41,762 running egg_info 2026-06-03T08:48:41,771 writing src/tabpfn.egg-info/PKG-INFO 2026-06-03T08:48:41,776 writing dependency_links to src/tabpfn.egg-info/dependency_links.txt 2026-06-03T08:48:41,779 writing requirements to src/tabpfn.egg-info/requires.txt 2026-06-03T08:48:41,780 writing top-level names to src/tabpfn.egg-info/top_level.txt 2026-06-03T08:48:41,804 reading manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:41,813 adding license file 'LICENSE' 2026-06-03T08:48:41,821 writing manifest file 'src/tabpfn.egg-info/SOURCES.txt' 2026-06-03T08:48:41,831 copying src/tabpfn/architectures/shared/tabpfn_col_embedding.pt -> build/lib/tabpfn/architectures/shared 2026-06-03T08:48:41,858 installing to build/bdist.linux-armv7l/wheel 2026-06-03T08:48:41,859 running install 2026-06-03T08:48:41,882 running install_lib 2026-06-03T08:48:41,888 creating build/bdist.linux-armv7l/wheel 2026-06-03T08:48:41,891 creating build/bdist.linux-armv7l/wheel/tabpfn 2026-06-03T08:48:41,893 copying build/lib/tabpfn/utils.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,896 copying build/lib/tabpfn/classifier.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,900 copying build/lib/tabpfn/model_loading.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,905 creating build/bdist.linux-armv7l/wheel/tabpfn/visualisation 2026-06-03T08:48:41,906 copying build/lib/tabpfn/visualisation/regression_distribution.py -> build/bdist.linux-armv7l/wheel/./tabpfn/visualisation 2026-06-03T08:48:41,909 copying build/lib/tabpfn/visualisation/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/visualisation 2026-06-03T08:48:41,912 creating build/bdist.linux-armv7l/wheel/tabpfn/model 2026-06-03T08:48:41,913 copying build/lib/tabpfn/model/config.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,916 copying build/lib/tabpfn/model/bar_distribution.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,919 copying build/lib/tabpfn/model/attention.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,922 copying build/lib/tabpfn/model/mlp.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,925 copying build/lib/tabpfn/model/encoders.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,928 copying build/lib/tabpfn/model/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,930 copying build/lib/tabpfn/model/layer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,933 copying build/lib/tabpfn/model/transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,936 copying build/lib/tabpfn/model/preprocessing.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,939 copying build/lib/tabpfn/model/memory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,941 copying build/lib/tabpfn/model/loading.py -> build/bdist.linux-armv7l/wheel/./tabpfn/model 2026-06-03T08:48:41,945 creating build/bdist.linux-armv7l/wheel/tabpfn/misc 2026-06-03T08:48:41,947 copying build/lib/tabpfn/misc/debug_versions.py -> build/bdist.linux-armv7l/wheel/./tabpfn/misc 2026-06-03T08:48:41,950 copying build/lib/tabpfn/misc/_sklearn_compat.py -> build/bdist.linux-armv7l/wheel/./tabpfn/misc 2026-06-03T08:48:41,955 copying build/lib/tabpfn/validation.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,958 copying build/lib/tabpfn/regressor.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,964 copying build/lib/tabpfn/inference.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,968 copying build/lib/tabpfn/inference_tuning.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,972 copying build/lib/tabpfn/settings.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:41,976 creating build/bdist.linux-armv7l/wheel/tabpfn/finetuning 2026-06-03T08:48:41,978 copying build/lib/tabpfn/finetuning/finetuned_classifier.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:41,982 copying build/lib/tabpfn/finetuning/finetuned_regressor.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:41,986 copying build/lib/tabpfn/finetuning/data_util.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:41,990 copying build/lib/tabpfn/finetuning/_torch_compat.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:41,993 copying build/lib/tabpfn/finetuning/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:41,995 copying build/lib/tabpfn/finetuning/logging.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:41,998 copying build/lib/tabpfn/finetuning/train_util.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:42,002 copying build/lib/tabpfn/finetuning/finetuned_base.py -> build/bdist.linux-armv7l/wheel/./tabpfn/finetuning 2026-06-03T08:48:42,006 copying build/lib/tabpfn/parallel_execute.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,010 copying build/lib/tabpfn/checkpoint.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,013 copying build/lib/tabpfn/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,015 copying build/lib/tabpfn/base.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,018 copying build/lib/tabpfn/browser_auth.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,021 copying build/lib/tabpfn/errors.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,024 copying build/lib/tabpfn/inference_config.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,028 creating build/bdist.linux-armv7l/wheel/tabpfn/preprocessing 2026-06-03T08:48:42,029 copying build/lib/tabpfn/preprocessing/transform.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,032 copying build/lib/tabpfn/preprocessing/clean.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,035 copying build/lib/tabpfn/preprocessing/ensemble.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,038 copying build/lib/tabpfn/preprocessing/presets.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,040 copying build/lib/tabpfn/preprocessing/pipeline_interface.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,044 copying build/lib/tabpfn/preprocessing/datamodel.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,047 creating build/bdist.linux-armv7l/wheel/tabpfn/preprocessing/steps 2026-06-03T08:48:42,048 copying build/lib/tabpfn/preprocessing/steps/utils.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,051 copying build/lib/tabpfn/preprocessing/steps/squashing_scaler_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,054 copying build/lib/tabpfn/preprocessing/steps/safe_power_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,056 copying build/lib/tabpfn/preprocessing/steps/differentiable_z_norm_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,058 copying build/lib/tabpfn/preprocessing/steps/kdi_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,061 copying build/lib/tabpfn/preprocessing/steps/remove_constant_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,063 copying build/lib/tabpfn/preprocessing/steps/nan_handling_polynomial_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,066 copying build/lib/tabpfn/preprocessing/steps/preprocessing_helpers.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,068 copying build/lib/tabpfn/preprocessing/steps/add_svd_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,071 copying build/lib/tabpfn/preprocessing/steps/adaptive_quantile_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,073 copying build/lib/tabpfn/preprocessing/steps/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,075 copying build/lib/tabpfn/preprocessing/steps/shuffle_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,078 copying build/lib/tabpfn/preprocessing/steps/encode_categorical_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,081 copying build/lib/tabpfn/preprocessing/steps/reshape_feature_distribution_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,084 copying build/lib/tabpfn/preprocessing/steps/add_fingerprint_features_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/steps 2026-06-03T08:48:42,086 copying build/lib/tabpfn/preprocessing/type_detection.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,088 copying build/lib/tabpfn/preprocessing/modality_detection.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,091 copying build/lib/tabpfn/preprocessing/pipeline_factory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,094 copying build/lib/tabpfn/preprocessing/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,096 copying build/lib/tabpfn/preprocessing/configs.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,099 creating build/bdist.linux-armv7l/wheel/tabpfn/preprocessing/torch 2026-06-03T08:48:42,101 copying build/lib/tabpfn/preprocessing/torch/torch_squashing_scaler.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,104 copying build/lib/tabpfn/preprocessing/torch/torch_quantile_transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,107 copying build/lib/tabpfn/preprocessing/torch/pipeline_interface.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,109 copying build/lib/tabpfn/preprocessing/torch/torch_svd.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,112 copying build/lib/tabpfn/preprocessing/torch/factory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,115 copying build/lib/tabpfn/preprocessing/torch/gpu_preprocessing_metadata.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,117 copying build/lib/tabpfn/preprocessing/torch/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,119 copying build/lib/tabpfn/preprocessing/torch/ops.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,121 copying build/lib/tabpfn/preprocessing/torch/torch_standard_scaler.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,123 copying build/lib/tabpfn/preprocessing/torch/torch_soft_clip_outliers.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,126 copying build/lib/tabpfn/preprocessing/torch/steps.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing/torch 2026-06-03T08:48:42,129 copying build/lib/tabpfn/preprocessing/label_encoder.py -> build/bdist.linux-armv7l/wheel/./tabpfn/preprocessing 2026-06-03T08:48:42,132 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures 2026-06-03T08:48:42,134 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/shared 2026-06-03T08:48:42,135 copying build/lib/tabpfn/architectures/shared/mlx_backend.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,138 copying build/lib/tabpfn/architectures/shared/fa3_backend.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,140 copying build/lib/tabpfn/architectures/shared/attention_gqa_check.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,142 copying build/lib/tabpfn/architectures/shared/compile_utils.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,144 copying build/lib/tabpfn/architectures/shared/chunked_evaluate.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,146 copying build/lib/tabpfn/architectures/shared/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,148 copying build/lib/tabpfn/architectures/shared/scaled_dot_product_attention.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,151 copying build/lib/tabpfn/architectures/shared/tabpfn_col_embedding.pt -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,162 copying build/lib/tabpfn/architectures/shared/column_embeddings.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/shared 2026-06-03T08:48:42,165 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/encoders 2026-06-03T08:48:42,167 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,169 copying build/lib/tabpfn/architectures/encoders/steps/_ops.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,172 copying build/lib/tabpfn/architectures/encoders/steps/frequency_feature_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,175 copying build/lib/tabpfn/architectures/encoders/steps/normalize_feature_groups_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,177 copying build/lib/tabpfn/architectures/encoders/steps/remove_duplicate_features_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,180 copying build/lib/tabpfn/architectures/encoders/steps/feature_group_projections_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,182 copying build/lib/tabpfn/architectures/encoders/steps/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,184 copying build/lib/tabpfn/architectures/encoders/steps/remove_empty_features_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,186 copying build/lib/tabpfn/architectures/encoders/steps/multiclass_classification_target_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,188 copying build/lib/tabpfn/architectures/encoders/steps/nan_handling_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,190 copying build/lib/tabpfn/architectures/encoders/steps/feature_transform_encoder_step.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders/steps 2026-06-03T08:48:42,192 copying build/lib/tabpfn/architectures/encoders/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders 2026-06-03T08:48:42,194 copying build/lib/tabpfn/architectures/encoders/pipeline_interfaces.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/encoders 2026-06-03T08:48:42,197 copying build/lib/tabpfn/architectures/tabpfn_v2_5.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-06-03T08:48:42,200 copying build/lib/tabpfn/architectures/interface.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-06-03T08:48:42,202 copying build/lib/tabpfn/architectures/kv_cache.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-06-03T08:48:42,204 copying build/lib/tabpfn/architectures/tabpfn_v3.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-06-03T08:48:42,209 copying build/lib/tabpfn/architectures/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-06-03T08:48:42,211 copying build/lib/tabpfn/architectures/tabpfn_v2_6.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures 2026-06-03T08:48:42,214 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/base 2026-06-03T08:48:42,216 creating build/bdist.linux-armv7l/wheel/tabpfn/architectures/base/attention 2026-06-03T08:48:42,217 copying build/lib/tabpfn/architectures/base/attention/full_attention.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base/attention 2026-06-03T08:48:42,220 copying build/lib/tabpfn/architectures/base/attention/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base/attention 2026-06-03T08:48:42,222 copying build/lib/tabpfn/architectures/base/config.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,225 copying build/lib/tabpfn/architectures/base/bar_distribution.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,228 copying build/lib/tabpfn/architectures/base/mlp.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,230 copying build/lib/tabpfn/architectures/base/__init__.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,232 copying build/lib/tabpfn/architectures/base/thinking_tokens.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,234 copying build/lib/tabpfn/architectures/base/layer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,237 copying build/lib/tabpfn/architectures/base/transformer.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,240 copying build/lib/tabpfn/architectures/base/memory.py -> build/bdist.linux-armv7l/wheel/./tabpfn/architectures/base 2026-06-03T08:48:42,242 copying build/lib/tabpfn/constants.py -> build/bdist.linux-armv7l/wheel/./tabpfn 2026-06-03T08:48:42,244 running install_egg_info 2026-06-03T08:48:42,249 Copying src/tabpfn.egg-info to build/bdist.linux-armv7l/wheel/./tabpfn-8.0.4-py3.11.egg-info 2026-06-03T08:48:42,260 running install_scripts 2026-06-03T08:48:42,272 creating build/bdist.linux-armv7l/wheel/tabpfn-8.0.4.dist-info/WHEEL 2026-06-03T08:48:42,275 creating '/tmp/pip-wheel-c0_mt8bh/.tmp-4catzj_7/tabpfn-8.0.4-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-06-03T08:48:42,277 adding 'tabpfn/__init__.py' 2026-06-03T08:48:42,280 adding 'tabpfn/base.py' 2026-06-03T08:48:42,283 adding 'tabpfn/browser_auth.py' 2026-06-03T08:48:42,285 adding 'tabpfn/checkpoint.py' 2026-06-03T08:48:42,293 adding 'tabpfn/classifier.py' 2026-06-03T08:48:42,295 adding 'tabpfn/constants.py' 2026-06-03T08:48:42,296 adding 'tabpfn/errors.py' 2026-06-03T08:48:42,302 adding 'tabpfn/inference.py' 2026-06-03T08:48:42,304 adding 'tabpfn/inference_config.py' 2026-06-03T08:48:42,307 adding 'tabpfn/inference_tuning.py' 2026-06-03T08:48:42,312 adding 'tabpfn/model_loading.py' 2026-06-03T08:48:42,314 adding 'tabpfn/parallel_execute.py' 2026-06-03T08:48:42,321 adding 'tabpfn/regressor.py' 2026-06-03T08:48:42,323 adding 'tabpfn/settings.py' 2026-06-03T08:48:42,326 adding 'tabpfn/utils.py' 2026-06-03T08:48:42,328 adding 'tabpfn/validation.py' 2026-06-03T08:48:42,329 adding 'tabpfn/architectures/__init__.py' 2026-06-03T08:48:42,331 adding 'tabpfn/architectures/interface.py' 2026-06-03T08:48:42,333 adding 'tabpfn/architectures/kv_cache.py' 2026-06-03T08:48:42,338 adding 'tabpfn/architectures/tabpfn_v2_5.py' 2026-06-03T08:48:42,343 adding 'tabpfn/architectures/tabpfn_v2_6.py' 2026-06-03T08:48:42,353 adding 'tabpfn/architectures/tabpfn_v3.py' 2026-06-03T08:48:42,355 adding 'tabpfn/architectures/base/__init__.py' 2026-06-03T08:48:42,359 adding 'tabpfn/architectures/base/bar_distribution.py' 2026-06-03T08:48:42,360 adding 'tabpfn/architectures/base/config.py' 2026-06-03T08:48:42,363 adding 'tabpfn/architectures/base/layer.py' 2026-06-03T08:48:42,364 adding 'tabpfn/architectures/base/memory.py' 2026-06-03T08:48:42,366 adding 'tabpfn/architectures/base/mlp.py' 2026-06-03T08:48:42,367 adding 'tabpfn/architectures/base/thinking_tokens.py' 2026-06-03T08:48:42,371 adding 'tabpfn/architectures/base/transformer.py' 2026-06-03T08:48:42,373 adding 'tabpfn/architectures/base/attention/__init__.py' 2026-06-03T08:48:42,375 adding 'tabpfn/architectures/base/attention/full_attention.py' 2026-06-03T08:48:42,377 adding 'tabpfn/architectures/encoders/__init__.py' 2026-06-03T08:48:42,379 adding 'tabpfn/architectures/encoders/pipeline_interfaces.py' 2026-06-03T08:48:42,381 adding 'tabpfn/architectures/encoders/steps/__init__.py' 2026-06-03T08:48:42,383 adding 'tabpfn/architectures/encoders/steps/_ops.py' 2026-06-03T08:48:42,384 adding 'tabpfn/architectures/encoders/steps/feature_group_projections_encoder_step.py' 2026-06-03T08:48:42,386 adding 'tabpfn/architectures/encoders/steps/feature_transform_encoder_step.py' 2026-06-03T08:48:42,387 adding 'tabpfn/architectures/encoders/steps/frequency_feature_encoder_step.py' 2026-06-03T08:48:42,388 adding 'tabpfn/architectures/encoders/steps/multiclass_classification_target_encoder_step.py' 2026-06-03T08:48:42,390 adding 'tabpfn/architectures/encoders/steps/nan_handling_encoder_step.py' 2026-06-03T08:48:42,391 adding 'tabpfn/architectures/encoders/steps/normalize_feature_groups_encoder_step.py' 2026-06-03T08:48:42,393 adding 'tabpfn/architectures/encoders/steps/remove_duplicate_features_encoder_step.py' 2026-06-03T08:48:42,394 adding 'tabpfn/architectures/encoders/steps/remove_empty_features_encoder_step.py' 2026-06-03T08:48:42,396 adding 'tabpfn/architectures/shared/__init__.py' 2026-06-03T08:48:42,397 adding 'tabpfn/architectures/shared/attention_gqa_check.py' 2026-06-03T08:48:42,399 adding 'tabpfn/architectures/shared/chunked_evaluate.py' 2026-06-03T08:48:42,400 adding 'tabpfn/architectures/shared/column_embeddings.py' 2026-06-03T08:48:42,402 adding 'tabpfn/architectures/shared/compile_utils.py' 2026-06-03T08:48:42,403 adding 'tabpfn/architectures/shared/fa3_backend.py' 2026-06-03T08:48:42,405 adding 'tabpfn/architectures/shared/mlx_backend.py' 2026-06-03T08:48:42,407 adding 'tabpfn/architectures/shared/scaled_dot_product_attention.py' 2026-06-03T08:48:42,464 adding 'tabpfn/architectures/shared/tabpfn_col_embedding.pt' 2026-06-03T08:48:42,468 adding 'tabpfn/finetuning/__init__.py' 2026-06-03T08:48:42,469 adding 'tabpfn/finetuning/_torch_compat.py' 2026-06-03T08:48:42,474 adding 'tabpfn/finetuning/data_util.py' 2026-06-03T08:48:42,478 adding 'tabpfn/finetuning/finetuned_base.py' 2026-06-03T08:48:42,481 adding 'tabpfn/finetuning/finetuned_classifier.py' 2026-06-03T08:48:42,484 adding 'tabpfn/finetuning/finetuned_regressor.py' 2026-06-03T08:48:42,486 adding 'tabpfn/finetuning/logging.py' 2026-06-03T08:48:42,488 adding 'tabpfn/finetuning/train_util.py' 2026-06-03T08:48:42,492 adding 'tabpfn/misc/_sklearn_compat.py' 2026-06-03T08:48:42,496 adding 'tabpfn/misc/debug_versions.py' 2026-06-03T08:48:42,498 adding 'tabpfn/model/__init__.py' 2026-06-03T08:48:42,499 adding 'tabpfn/model/attention.py' 2026-06-03T08:48:42,500 adding 'tabpfn/model/bar_distribution.py' 2026-06-03T08:48:42,501 adding 'tabpfn/model/config.py' 2026-06-03T08:48:42,502 adding 'tabpfn/model/encoders.py' 2026-06-03T08:48:42,503 adding 'tabpfn/model/layer.py' 2026-06-03T08:48:42,504 adding 'tabpfn/model/loading.py' 2026-06-03T08:48:42,505 adding 'tabpfn/model/memory.py' 2026-06-03T08:48:42,507 adding 'tabpfn/model/mlp.py' 2026-06-03T08:48:42,508 adding 'tabpfn/model/preprocessing.py' 2026-06-03T08:48:42,509 adding 'tabpfn/model/transformer.py' 2026-06-03T08:48:42,511 adding 'tabpfn/preprocessing/__init__.py' 2026-06-03T08:48:42,512 adding 'tabpfn/preprocessing/clean.py' 2026-06-03T08:48:42,514 adding 'tabpfn/preprocessing/configs.py' 2026-06-03T08:48:42,516 adding 'tabpfn/preprocessing/datamodel.py' 2026-06-03T08:48:42,521 adding 'tabpfn/preprocessing/ensemble.py' 2026-06-03T08:48:42,523 adding 'tabpfn/preprocessing/label_encoder.py' 2026-06-03T08:48:42,525 adding 'tabpfn/preprocessing/modality_detection.py' 2026-06-03T08:48:42,526 adding 'tabpfn/preprocessing/pipeline_factory.py' 2026-06-03T08:48:42,529 adding 'tabpfn/preprocessing/pipeline_interface.py' 2026-06-03T08:48:42,530 adding 'tabpfn/preprocessing/presets.py' 2026-06-03T08:48:42,532 adding 'tabpfn/preprocessing/transform.py' 2026-06-03T08:48:42,533 adding 'tabpfn/preprocessing/type_detection.py' 2026-06-03T08:48:42,535 adding 'tabpfn/preprocessing/steps/__init__.py' 2026-06-03T08:48:42,537 adding 'tabpfn/preprocessing/steps/adaptive_quantile_transformer.py' 2026-06-03T08:48:42,539 adding 'tabpfn/preprocessing/steps/add_fingerprint_features_step.py' 2026-06-03T08:48:42,540 adding 'tabpfn/preprocessing/steps/add_svd_features_step.py' 2026-06-03T08:48:42,541 adding 'tabpfn/preprocessing/steps/differentiable_z_norm_step.py' 2026-06-03T08:48:42,544 adding 'tabpfn/preprocessing/steps/encode_categorical_features_step.py' 2026-06-03T08:48:42,545 adding 'tabpfn/preprocessing/steps/kdi_transformer.py' 2026-06-03T08:48:42,547 adding 'tabpfn/preprocessing/steps/nan_handling_polynomial_features_step.py' 2026-06-03T08:48:42,548 adding 'tabpfn/preprocessing/steps/preprocessing_helpers.py' 2026-06-03T08:48:42,550 adding 'tabpfn/preprocessing/steps/remove_constant_features_step.py' 2026-06-03T08:48:42,553 adding 'tabpfn/preprocessing/steps/reshape_feature_distribution_step.py' 2026-06-03T08:48:42,555 adding 'tabpfn/preprocessing/steps/safe_power_transformer.py' 2026-06-03T08:48:42,556 adding 'tabpfn/preprocessing/steps/shuffle_features_step.py' 2026-06-03T08:48:42,558 adding 'tabpfn/preprocessing/steps/squashing_scaler_transformer.py' 2026-06-03T08:48:42,560 adding 'tabpfn/preprocessing/steps/utils.py' 2026-06-03T08:48:42,562 adding 'tabpfn/preprocessing/torch/__init__.py' 2026-06-03T08:48:42,564 adding 'tabpfn/preprocessing/torch/factory.py' 2026-06-03T08:48:42,565 adding 'tabpfn/preprocessing/torch/gpu_preprocessing_metadata.py' 2026-06-03T08:48:42,566 adding 'tabpfn/preprocessing/torch/ops.py' 2026-06-03T08:48:42,568 adding 'tabpfn/preprocessing/torch/pipeline_interface.py' 2026-06-03T08:48:42,571 adding 'tabpfn/preprocessing/torch/steps.py' 2026-06-03T08:48:42,573 adding 'tabpfn/preprocessing/torch/torch_quantile_transformer.py' 2026-06-03T08:48:42,575 adding 'tabpfn/preprocessing/torch/torch_soft_clip_outliers.py' 2026-06-03T08:48:42,577 adding 'tabpfn/preprocessing/torch/torch_squashing_scaler.py' 2026-06-03T08:48:42,578 adding 'tabpfn/preprocessing/torch/torch_standard_scaler.py' 2026-06-03T08:48:42,580 adding 'tabpfn/preprocessing/torch/torch_svd.py' 2026-06-03T08:48:42,582 adding 'tabpfn/visualisation/__init__.py' 2026-06-03T08:48:42,584 adding 'tabpfn/visualisation/regression_distribution.py' 2026-06-03T08:48:42,587 adding 'tabpfn-8.0.4.dist-info/licenses/LICENSE' 2026-06-03T08:48:42,591 adding 'tabpfn-8.0.4.dist-info/METADATA' 2026-06-03T08:48:42,593 adding 'tabpfn-8.0.4.dist-info/WHEEL' 2026-06-03T08:48:42,593 adding 'tabpfn-8.0.4.dist-info/top_level.txt' 2026-06-03T08:48:42,596 adding 'tabpfn-8.0.4.dist-info/RECORD' 2026-06-03T08:48:42,605 removing build/bdist.linux-armv7l/wheel 2026-06-03T08:48:42,737 Building wheel for tabpfn (pyproject.toml): finished with status 'done' 2026-06-03T08:48:42,757 Created wheel for tabpfn: filename=tabpfn-8.0.4-py3-none-any.whl size=734925 sha256=11dd3913582b88fda587c6c8c329040d2a43468607efc420004297e8dacb971d 2026-06-03T08:48:42,758 Stored in directory: /tmp/pip-ephem-wheel-cache-0m0wyxk5/wheels/b0/9e/22/d7ccfad5034fabb06c91aabc1705d56bacd4d189c4f5cc5dd8 2026-06-03T08:48:42,783 Successfully built tabpfn 2026-06-03T08:48:42,813 Removed build tracker: '/tmp/pip-build-tracker-wzpo5qoc'