quadra

View on PyPIReverse Dependencies (0)

2.2.3 quadra-2.2.3-py3-none-any.whl

Wheel Details

Project: quadra
Version: 2.2.3
Filename: quadra-2.2.3-py3-none-any.whl
Download: [link]
Size: 310371
MD5: dd7b2a7d86038052a3372b673aa436a5
SHA256: 56e7b066f63898d0eb0df97d3249b83aabd7f5a8d5a328a53a147126b3ed1792
Uploaded: 2024-08-20 07:18:38 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: quadra
Version: 2.2.3
Summary: Deep Learning experiment orchestration library
Author: Federico Belotti
Author-Email: federico.belotti[at]orobix.com
Home-Page: https://orobix.github.io/quadra
Project-Url: Repository, https://github.com/orobix/quadra
License: Apache-2.0
Keywords: deep learning,experiment,lightning,hydra-core
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.9,<3.11
Requires-Dist: albumentations (<1.4,>=1.3)
Requires-Dist: anomalib-orobix (==0.7.0.dev141)
Requires-Dist: boto3 (<1.27,>=1.26)
Requires-Dist: grad-cam-orobix (==1.5.3.dev001)
Requires-Dist: h5py (<3.9,>=3.8)
Requires-Dist: hydra_colorlog (<1.3,>=1.2)
Requires-Dist: hydra_core (<1.4,>=1.3)
Requires-Dist: hydra_optuna_sweeper (<1.3,>=1.2)
Requires-Dist: label_studio_converter (<0.1,>=0.0)
Requires-Dist: matplotlib (<3.7,>=3.6)
Requires-Dist: minio (<7.2,>=7.1)
Requires-Dist: mlflow-skinny (<3.0.0,>=2.3.1)
Requires-Dist: nvitop (<0.12,>=0.11)
Requires-Dist: onnx (==1.15.0); extra == "onnx"
Requires-Dist: onnxconverter-common (<2.0.0,>=1.14.0); extra == "onnx"
Requires-Dist: onnxruntime_gpu (==1.17.0); extra == "onnx"
Requires-Dist: onnxsim (==0.4.28); extra == "onnx"
Requires-Dist: opencv_python_headless (<4.8.0,>=4.7.0)
Requires-Dist: pandas (<2.0)
Requires-Dist: pillow (<9.4,>=9.3)
Requires-Dist: pydantic (==1.10.10)
Requires-Dist: python_dotenv (<0.22,>=0.21)
Requires-Dist: pytorch_lightning (<2.2,>=2.1)
Requires-Dist: rich (<13.3,>=13.2)
Requires-Dist: scikit_learn (<1.3,>=1.2)
Requires-Dist: scikit_multilearn (<0.3,>=0.2)
Requires-Dist: seaborn (<0.13,>=0.12)
Requires-Dist: segmentation_models_pytorch-orobix (==0.3.3.dev1)
Requires-Dist: tensorboard (<2.12,>=2.11)
Requires-Dist: timm (==0.9.12)
Requires-Dist: torch (==2.1.2)
Requires-Dist: torchinfo (<1.9,>=1.8)
Requires-Dist: torchmetrics (<0.11,>=0.10)
Requires-Dist: torchsummary (<1.6,>=1.5)
Requires-Dist: torchvision (<0.17,>=0.16)
Requires-Dist: tripy (<1.1,>=1.0)
Requires-Dist: typing_extensions (==4.11.0); python_version < "3.10"
Requires-Dist: xxhash (<3.3,>=3.2)
Provides-Extra: onnx
Description-Content-Type: text/markdown
[Description omitted; length: 14866 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.9.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
quadra/__init__.py sha256=k4RvIQHL_Vg6uYb-uXD4XswG0lCw26LdATU9LN4dpu8 112
quadra/callbacks/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/callbacks/anomalib.py sha256=Z0Xx3M9UEMYGY0BpSsqemgQSQ6jAr4SrvlbDg_oG9C8 11913
quadra/callbacks/lightning.py sha256=1OTM6fB7qBVLPWNBAZJOb3B00q0kAxMWkPjTEn9YgF0 20182
quadra/callbacks/mlflow.py sha256=4LKjrgbRCHP5dOCoDpF7J25gaBgABa0Rof-EA61Iqug 10129
quadra/callbacks/scheduler.py sha256=zrglcTUvMO236VchQFtCSlA-XXhc6a3HVWX0uDVQoyc 2656
quadra/configs/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/configs/backbone/caformer_m36.yaml sha256=PNu2y3Bs0_1-_LmbAMg1sASMoB3EfyZaOucCfEIYoQc 194
quadra/configs/backbone/caformer_s36.yaml sha256=w7gCC38kyFIlHk4JtNl1K85DNLz_G5DLMztzL-gZn2Q 194
quadra/configs/backbone/convnextv2_base.yaml sha256=P1a5rKorMKCkdmkh8fRyPc7Sz6p-uMNwxFFgmvuQf10 185
quadra/configs/backbone/convnextv2_femto.yaml sha256=o7Kjzf2WqZIyl4bbqZqjXog1KW9e662ZDYIlEw_j9gA 185
quadra/configs/backbone/convnextv2_tiny.yaml sha256=mxZ5qeSg8pQsBNcuXrWHYmNrfAMbxlGPo6c7CjpFjNw 184
quadra/configs/backbone/dino_vitb8.yaml sha256=wOuO-93dyyPOFNIUcHPXozgw2K2lRjSLJn9Q44JwHJs 274
quadra/configs/backbone/dino_vits8.yaml sha256=oMiN5szO2NaKF7Lstbv1mpHawmHqHfTwItUg1Lptj7c 273
quadra/configs/backbone/dinov2_vitb14.yaml sha256=eEaTpiFf74ZAUTLjmS9K3ZNukTxfWSNCP9rPlshwEHU 275
quadra/configs/backbone/dinov2_vits14.yaml sha256=eAOBjnRha9TE5WPnvhmTJb-IqBqN3uAS2xqO2yqMmlQ 274
quadra/configs/backbone/efficientnet_b0.yaml sha256=HHhw1Sc1aYOlVC6IaI6Lp2Nye0VEtJVrd4UkXr2BLLE 194
quadra/configs/backbone/efficientnet_b1.yaml sha256=zAU-eecm83nSjsE9GbC_H3TVXV7h-gioQjoTzAhdKK0 194
quadra/configs/backbone/efficientnet_b2.yaml sha256=QS_U_QLL_uvhUchq6B45FBvggb_0mQaxUtLpSa8MNrU 194
quadra/configs/backbone/efficientnet_b3.yaml sha256=Q5PX6OVBUcznkcult3-s3YQ6SRDYjpRsaqGH3yMS8dM 194
quadra/configs/backbone/efficientnetv2_s.yaml sha256=tCH5cYrZkKSqTyHTabx0RWJbD2FuJbuzxRLdIVLZsB8 192
quadra/configs/backbone/levit_128s.yaml sha256=H3iCwGg71OGOPevT7x6FGFDeHPRiflZIUIoOZMJvy-4 173
quadra/configs/backbone/mnasnet0_5.yaml sha256=oUNCSGmQwXKeUHH8dId66skzkqMCy5fhSWzFGfjyGlk 205
quadra/configs/backbone/resnet101.yaml sha256=FA0IQQW2iAjBV7DeQHzlX_JnOdOxINnDe_-gCwwp76U 173
quadra/configs/backbone/resnet18.yaml sha256=w1BtBmbo0J7nJEV8hmj8J1R7ZidTw9PAgsi_COidALA 205
quadra/configs/backbone/resnet18_ssl.yaml sha256=cEhC6K9R7FS7xyuYO0F9i_g1659G1Ub49Zlb2m6jRPI 175
quadra/configs/backbone/resnet50.yaml sha256=kvk65J6Q0iUdtpSENogOCcu32S4wgxRll3mIx7NPhyo 172
quadra/configs/backbone/smp.yaml sha256=_OKH6TAIpgm2vjG6LnKrhc4YlZbiU1nGDJopWvWiKSg 205
quadra/configs/backbone/tiny_vit_21m_224.yaml sha256=nHhrcmBsqv_g4yHQDlJAwAZrIYQ6zvb_7hKvzP6Mhic 231
quadra/configs/backbone/unetr.yaml sha256=c65IFDKayDAJE8nlFrT1ExcVvHVcDI9BYktPvAASXnw 307
quadra/configs/backbone/vit16_base.yaml sha256=LWMAx3uwKQClDds1zUMzdNercHgO3kanV8zAxyC5YL8 197
quadra/configs/backbone/vit16_small.yaml sha256=8VkdiFCDugoSwz3tEbTNYp54P2eHElC8dR9Tea2Qir8 198
quadra/configs/backbone/vit16_tiny.yaml sha256=iHk8eUeieg-MJF4YA7m7p5WiTz5KT_rmNmYA5LLjdaw 197
quadra/configs/backbone/xcit_tiny_24_p8_224.yaml sha256=GnlQpUcahn_kZpj109kCC_5X4HP9-BSlgXRkiQJTlGU 196
quadra/configs/callbacks/all.yaml sha256=KYEDjqAf7lC5gpU8uUjlfpETIiDaWq5AlnQN-OCOTZU 1113
quadra/configs/callbacks/default.yaml sha256=sJBXHcrgycjGiz2lfSn54s1c1fbuED2QLKMaJdos078 1254
quadra/configs/callbacks/default_anomalib.yaml sha256=spzxnmnl5RRWOxzWSIZDmtb3cz9bGAErZEO-PIAFoqE 2330
quadra/configs/config.yaml sha256=IULhqUF8Z7Cqr5Xx41EGj8dwtPQWSRiZ5jwzNg0Rjwk 686
quadra/configs/core/default.yaml sha256=IfgjKHXuOknq3CKvKKBqMPfiqmZSUOnc80Q2Jkbm7go 239
quadra/configs/datamodule/base/anomaly.yaml sha256=CILLAoQHunrT4BN0ynOzizTX29k-7B9vDVIZUYm-cBU 377
quadra/configs/datamodule/base/classification.yaml sha256=NYtGk4lmi9Os6bP01AU9xJw3cONRPcGXisdrnoOYpjE 546
quadra/configs/datamodule/base/multilabel_classification.yaml sha256=zp7AQx7V6cLJn7zRMKA04zzWKgVq5jTDJMGltqd9OP8 613
quadra/configs/datamodule/base/segmentation.yaml sha256=WYLdqaWIHMqjlrnFjE3mRmlONXrZm-SuNn2b6iVM8rs 421
quadra/configs/datamodule/base/segmentation_multiclass.yaml sha256=3H-kX8tljgkfgkbVU7GNNbeQcyShEm4QTXTA1wf-eGQ 453
quadra/configs/datamodule/base/sklearn_classification.yaml sha256=pNCFVAHBHwD922pGWRRAm3kH92BrY1Tfnga04NNMHLs 478
quadra/configs/datamodule/base/sklearn_classification_patch.yaml sha256=DVFulqycEJbkLePFF_wyCFS76-YOwZ86sCXV_NC80P4 430
quadra/configs/datamodule/base/ssl.yaml sha256=J4Co1XYT6CfQLHzbNeJChrpxVNPcl7m2G0QvD6ZMHPw 447
quadra/configs/datamodule/generic/imagenette/classification/base.yaml sha256=ctHAZcIg4oUVcO1VmnCcqvqo1iSbd6E-eBUpCN0FKSU 347
quadra/configs/datamodule/generic/imagenette/ssl/base.yaml sha256=qMPBGwnL6Sdfw7cQ7BOx0VfYF-CTxgmN5WbhyjiHSHE 338
quadra/configs/datamodule/generic/mnist/anomaly/base.yaml sha256=552zx4TASa4mGoJr4wbyK3Ppzv85WdGrvMVZN8-7fuw 397
quadra/configs/datamodule/generic/mvtec/anomaly/base.yaml sha256=Tf0LpbwkASgvPJ_upS1DVrZBUAUGTqUly0gS5IpVsyI 403
quadra/configs/datamodule/generic/oxford_pet/segmentation/base.yaml sha256=0ev5FxJ7g3RfMWQa6CnXf2R1eJi2wC3IgfAPH_YmRHM 328
quadra/configs/experiment/base/anomaly/cfa.yaml sha256=yzkLHsjIS-NJ9JwuLyHM_ekDvoc9UvJ_X6nkevhHS0I 1045
quadra/configs/experiment/base/anomaly/cflow.yaml sha256=-UwxA-e8iHr5GPUo9PyeI0q4Sr2GOx8GVa3ZM9HBUdY 1051
quadra/configs/experiment/base/anomaly/csflow.yaml sha256=h0fnpYQaN7WPEpHZVb_xpnFKJZsfqJGOpGOoxFgLHUM 1131
quadra/configs/experiment/base/anomaly/draem.yaml sha256=Q6lzy7tO5HJ5o4w5uxpGbCclwBvL9yKlgTr5FXun81M 1102
quadra/configs/experiment/base/anomaly/efficient_ad.yaml sha256=9RQovNcAJ_pJHm8xIuVh2NW3q1ufFEIUqWirj6HC5aY 1092
quadra/configs/experiment/base/anomaly/fastflow.yaml sha256=jN3TeJXPGT7_GOhu2EacpaCIOic-kPxT5I75PgBvoRU 1031
quadra/configs/experiment/base/anomaly/inference.yaml sha256=aLS3U0yC0Yb17BD1NSl-nhjJ9fcV6jDmxVQrrwZoMYI 446
quadra/configs/experiment/base/anomaly/padim.yaml sha256=5trGY5kL7gKzRTQuWT-LHYVPf4-q9J2I_-196noIZd4 829
quadra/configs/experiment/base/anomaly/patchcore.yaml sha256=a795iOcdH6kSoeA7ufChjBGWYdBn0ztRVtLBk1vpI3Q 841
quadra/configs/experiment/base/classification/classification.yaml sha256=EYr_nGKvRe5XkBkX6T83g9Qg9dlwXnaTwEMvthBK7ZU 1307
quadra/configs/experiment/base/classification/classification_evaluation.yaml sha256=r_pWUr9MbZYXlJlKIZIRb3GQfuGkuFOMjSOiZrt5fdU 463
quadra/configs/experiment/base/classification/multilabel_classification.yaml sha256=I8g8TUMW1q6uoa_pT_V9swwsVzS4ouZxUN3Dz424bJQ 774
quadra/configs/experiment/base/classification/sklearn_classification.yaml sha256=Mun6mabSBtFoOo1zE96syfoVNBmonmSmw7HAfEx3D5s 519
quadra/configs/experiment/base/classification/sklearn_classification_patch.yaml sha256=lIeO8yjHwCgvc-OMplcQ6ur_uU0Y-4-1cmf0IVudLdQ 549
quadra/configs/experiment/base/classification/sklearn_classification_patch_test.yaml sha256=zW4UwS2NyUN62gOMgb-7NSS5AmKVZR2IQw8ZlQ0-Bh8 368
quadra/configs/experiment/base/classification/sklearn_classification_test.yaml sha256=oTZ0hf3VZ6dUmkO3ozfFSCsU1KygkHsD3X7LM52oHI4 477
quadra/configs/experiment/base/segmentation/smp.yaml sha256=8xymLbVPYhFgSWRqR7YfIPWi8wCu38aiCYFFwDXzRqc 565
quadra/configs/experiment/base/segmentation/smp_evaluation.yaml sha256=0bifHX-o7eMBy7Ufeoq1gggvPdwdXV-pIHS90uYQQ6E 301
quadra/configs/experiment/base/segmentation/smp_multiclass.yaml sha256=qcnvg5X2WJ9vhvM1Gq6oTZbg6kGJzzTWelW5Gn64I7I 546
quadra/configs/experiment/base/segmentation/smp_multiclass_evaluation.yaml sha256=GYlHeAGwjJfNpa6S5aIqqW-qwvdAmax7R80a2byv8mE 313
quadra/configs/experiment/base/ssl/barlow.yaml sha256=Pl6hIbOUpshMqKjQkAOUF5NQ6-4SR0Ioc3pavpjrRFY 997
quadra/configs/experiment/base/ssl/byol.yaml sha256=NuwgvEVUVO7LXnxon3EVEUxQoLfYdoSQ0eAxmTjG_FI 879
quadra/configs/experiment/base/ssl/dino.yaml sha256=pEIO2QraCuLMJs0JUVNYFAEFk2jXWTfrE2RnF5ZoOwM 994
quadra/configs/experiment/base/ssl/linear_eval.yaml sha256=X68hpG4LKRdqW0kGfVjADkWZVUZMSt806XOC0heHxqA 918
quadra/configs/experiment/base/ssl/simclr.yaml sha256=ss9EX9tgfZTAukb77zw3XwJkqamgz-bduENlXaZaork 979
quadra/configs/experiment/base/ssl/simsiam.yaml sha256=CPeEmvx1gqVDCPlQ4fZMgg7mbvNcyqfyPbBQgMQx7_U 1076
quadra/configs/experiment/custom/cls.yaml sha256=QsK6J-ORvWF1-VnZdrOFlaaaJ6mPamR-7E6EpyLCY2o 267
quadra/configs/experiment/default.yaml sha256=zNjjM2aaFPaX630gLNJaH12AoeWt_eJ-tmDNgKa0HBs 357
quadra/configs/experiment/generic/imagenette/classification/default.yaml sha256=7gijsHZHcS2Vc_3U7HZPjNyMDRaFq7naxKGRveH5DEM 357
quadra/configs/experiment/generic/imagenette/ssl/barlow.yaml sha256=wjFjWIbzJMsltDzASTCxqqwSqp0AiUg7gAEwiPzEsPE 228
quadra/configs/experiment/generic/imagenette/ssl/byol.yaml sha256=qgBaNMMdcVQX-7Glva4f_An0cI6BfRfVlcyE4oXbvpI 224
quadra/configs/experiment/generic/imagenette/ssl/dino.yaml sha256=5O4bV3rXSIouO0SHUJ8Vmj45tiXvQH0YHuOENn-2xj4 224
quadra/configs/experiment/generic/imagenette/ssl/simclr.yaml sha256=ShyvzC9EkM-1JOLUllmmDoZgAZ_cLZ0wlcgGacNHDIM 228
quadra/configs/experiment/generic/imagenette/ssl/simsiam.yaml sha256=VE4yNzxMyYwizjHSTmaGBloBI12vAIJGmSz9QTRTnag 230
quadra/configs/experiment/generic/mnist/anomaly/cfa.yaml sha256=KOiLSiztzNC-luBQVK6au9V14HEuVlOKCcV9Sd9bygY 644
quadra/configs/experiment/generic/mnist/anomaly/cflow.yaml sha256=aR0_UAXDIe8Y3nP4F0RekYxbaxKCV7atoR3FPuBGQJM 626
quadra/configs/experiment/generic/mnist/anomaly/csflow.yaml sha256=EcVVj2hOg916Yn2c1ngFMqNCiivSA4Xf-WtKZ313LGs 618
quadra/configs/experiment/generic/mnist/anomaly/draem.yaml sha256=JEgH2Sd19Ll67p5UkOG3g7ukIxyZY7V9gTMsia4LofI 603
quadra/configs/experiment/generic/mnist/anomaly/fastflow.yaml sha256=Nos4ZQzHpSJXWw8K9rkE2YQXdsXgNohu3LljGwJmj5s 561
quadra/configs/experiment/generic/mnist/anomaly/inference.yaml sha256=CLRCXDnA4RybF-g6ZneIXgS2zwmPoI7IJng61prdkDw 449
quadra/configs/experiment/generic/mnist/anomaly/padim.yaml sha256=sVR5TsWzudvqJivH6m_gwtSQq1vfLpmea6DSFinVcJw 688
quadra/configs/experiment/generic/mnist/anomaly/patchcore.yaml sha256=soe7XI2byKoI9MjKJ_VnprfDabDYNByj1uIe3df5-Zw 696
quadra/configs/experiment/generic/mvtec/anomaly/cfa.yaml sha256=-UbI9wEYduFiBMHguRc7Ynrjh1kVnlGBZVcYFC67Ggs 643
quadra/configs/experiment/generic/mvtec/anomaly/cflow.yaml sha256=j3CjPOQ5X8GFJuN8rfy2xPWvY8aFrd5Ld3sviX2bBa0 625
quadra/configs/experiment/generic/mvtec/anomaly/csflow.yaml sha256=EIKmK12BOoy9sOPc5j2QeDkhd0MUaThmOHnaYjXuo24 617
quadra/configs/experiment/generic/mvtec/anomaly/draem.yaml sha256=k5GHdMHsEZD4eTd8e5POkTSVjEDOusWnk6NEsF6CQY4 602
quadra/configs/experiment/generic/mvtec/anomaly/efficient_ad.yaml sha256=VPRtcHqcKu1BQqervzhUobJs7CF-FUCtwsnqXPz9iOg 730
quadra/configs/experiment/generic/mvtec/anomaly/fastflow.yaml sha256=ksa-H_xYkGXQzK1B-LTD1hamFn1rvD1jxPkjcyPXZ2w 560
quadra/configs/experiment/generic/mvtec/anomaly/inference.yaml sha256=cGGOxCv4gbbz-Z5M98fhA6zQc3M4-FAHoalUOYEcHR4 448
quadra/configs/experiment/generic/mvtec/anomaly/padim.yaml sha256=MLCAY3qi7Jdodc6kzxf1C6ihNKM6UdsCVMVDAuO4uVY 695
quadra/configs/experiment/generic/mvtec/anomaly/patchcore.yaml sha256=dTznjL7yGQfECwDryg53CoHYm0eQZt_JS5EC2zR3pBM 703
quadra/configs/experiment/generic/oxford_pet/segmentation/smp.yaml sha256=xwbrKzg6RsgBF1Fiti_Ny2mSmQj6ZsuAEy6NJXvXiDM 621
quadra/configs/export/default.yaml sha256=GV4Gnbqk042iytG4ZFFxPMvZ88kqymzovincexoCK_U 465
quadra/configs/hydra/anomaly_custom.yaml sha256=ARB-37YjLWlJivI-6sQKXrpr396IPnsNE2jlnAvBUFY 372
quadra/configs/hydra/default.yaml sha256=iyPmRhOXY77PSEWOTD_ZbrwUf_VZl09VwmqVETQeBpI 342
quadra/configs/inference/default.yaml sha256=82_TaY_kz5AM9G-P0EnanDJLBRL3AFD1fKBXZdAmV1A 699
quadra/configs/logger/comet.yaml sha256=HSRZ89B8YY371_nT63MHEunh9WENIJ15DXscgzR9Ojc 244
quadra/configs/logger/csv.yaml sha256=UQbgzVXHw8nMkb2gSxxR9d_f1sVKXomYWKENrr1bk-0 106
quadra/configs/logger/mlflow.yaml sha256=PToNULCtJQZtvK2uv_twcwzD9Gl38RnK8tcJ9A6u8SA 269
quadra/configs/logger/tensorboard.yaml sha256=95VFdI1ZbDZvDb7wr0LrTtKLcGdo6duTvOp0V0t-1_0 203
quadra/configs/loss/asl.yaml sha256=4srJAmMJn6Zt7KBtAXgjDX59OXmIM9Hoj7UIpP4VD98 155
quadra/configs/loss/barlow.yaml sha256=R4IL68dduRzj88y5jB5CZ4CQUPIA2v9hzrhEXkErmt8 56
quadra/configs/loss/bce.yaml sha256=8108rU5j3D6LUK2ETVmd2sY0NwmxI2Yb_WhmXy0dD9Q 37
quadra/configs/loss/byol.yaml sha256=OabBlP-BYKr5Zv8z71JzlVA2xB5Z17Uvs7cqkdZw-UQ 47
quadra/configs/loss/cross_entropy.yaml sha256=_KF0Nvaojuew1J8OEea7ciVcmrB7FxSaddkyKh3NHZs 36
quadra/configs/loss/dino.yaml sha256=YkHsYXKQpplBaXqAxDSKmaTq3yPhSOymXtnYm9RpVHo 253
quadra/configs/loss/simclr.yaml sha256=VilSOazioEdN4ni7aNlDeCQGXLz7j_5-jA8P81kEG5U 56
quadra/configs/loss/simsiam.yaml sha256=_k-vBcRGq7TFgLjxohUPLDCfDYTcMnAaPvuNYvY-_Gg 40
quadra/configs/loss/smp_ce.yaml sha256=pTpaIvKAEoDo69F41I1C3AQq-dfirdhYa8ns7c2HSOY 93
quadra/configs/loss/smp_dice.yaml sha256=bkFddT3Y8kIlC0tFGZjcp_YgqnC27gvBt2dHIWsKttc 67
quadra/configs/loss/smp_dice_multiclass.yaml sha256=R7LvW-8y0qfIqV_DgpZsF9DKvhtPtSvXnO5OtIPUYxM 71
quadra/configs/loss/smp_mcc.yaml sha256=2zjHxfiqoHxcttHngKNiBjyEFRJVZla8nE1s1iljmeo 64
quadra/configs/loss/vicreg.yaml sha256=J5iZih6rzNXTK_bnjHLFwaPlDOM-18hKwcFJbVKw1UA 71
quadra/configs/model/anomalib/cfa.yaml sha256=67VC1kIhr4sDqbfNGKeaM8MHUH6n4ZOjWVcieGjfCqU 723
quadra/configs/model/anomalib/cflow.yaml sha256=6pQmEOvnFJC_FS9v_lU1gT7Zcaj4GzPMzLQVZNqcUmk 490
quadra/configs/model/anomalib/csflow.yaml sha256=CUY1BIu9YwUDOLx65MZ3h4vAjdzefNaiM_OwZnrqTO8 656
quadra/configs/model/anomalib/dfm.yaml sha256=G3HMczG2bh2EYIqjRfmX4pNJB-7GZrGzcAU0CoQzQWw 334
quadra/configs/model/anomalib/draem.yaml sha256=oYfS_qWhz8xYWCKLqkMjdjLNNTYoT6efy269nlXjFdg 530
quadra/configs/model/anomalib/efficient_ad.yaml sha256=LWMDCV-9-0-L2Z1s8tbX8Xu4pcDNNuluQ7X-ehmh52k 874
quadra/configs/model/anomalib/fastflow.yaml sha256=aXgAFvbTUq3Uu_U5RZDji3Vk2CuqyG906Dt5WIQNXj8 833
quadra/configs/model/anomalib/padim.yaml sha256=8mvosCLbgA0_DjeHbX8NSkenru0IhBquvqb1ZB0Bd8o 530
quadra/configs/model/anomalib/patchcore.yaml sha256=73q6H97JB4Sh59hhbVhYQuDPmupIouMBkq0bT5MQ2ks 772
quadra/configs/model/barlow.yaml sha256=lSMeDUXQfT-nhnS2-_3eLvTGnla6nWpieetChABsPJo 494
quadra/configs/model/byol.yaml sha256=MGvuVEcj-ZClADvbjK0DAsRT0aWTnj6St0MgLLxgjWw 654
quadra/configs/model/classification.yaml sha256=e0sngG9kL7gAy8O647yt56eJltD_NNz5gpqcYYg2Tmw 259
quadra/configs/model/dino.yaml sha256=b0Yw0HEdAOcOrfRyjnDzzKR9l-VFKjJ2npVCeH8viSM 587
quadra/configs/model/logistic_regression.yaml sha256=jsrRF-z2FAizBTtqoP0EFNCnsnhIcN7t9PI6FDtHJNg 104
quadra/configs/model/multilabel_classification.yaml sha256=yTgIRDCQ1sNaROi4Qa4Mkx2bwrfRcnzwbCY1tDSVHhk 289
quadra/configs/model/simclr.yaml sha256=bPnQzDGgwjU8r-SrSkNW11-bfTqoWswVqyF0uQp-Qvk 463
quadra/configs/model/simsiam.yaml sha256=9Gyh5JBuu1PDN34fM0dit_0EcXfKoWnWV4nrEWMPuPY 651
quadra/configs/model/smp.yaml sha256=tEesMFT6tipIklp2Jp8tSoR-FPLi54i66xRF3QBP2WI 103
quadra/configs/model/smp_multiclass.yaml sha256=AL4pbi8GNzKeKePoMKIWR8mI3wQztguUbaSIfynQ7hM 113
quadra/configs/model/vicreg.yaml sha256=lSMeDUXQfT-nhnS2-_3eLvTGnla6nWpieetChABsPJo 494
quadra/configs/optimizer/adam.yaml sha256=z5Z8eRJRW4vsrvxMRE90CB6pToFzaPfq1u5v22P1ic4 84
quadra/configs/optimizer/adamw.yaml sha256=bofKJKqkjhtCf07KrARdUxMpQO6ux8UKGG2c0OXqgfs 56
quadra/configs/optimizer/default.yaml sha256=_JNfHj0JnkggcHKorPNJ_dSAJdkifNapve8VlHRcIVg 69
quadra/configs/optimizer/lars.yaml sha256=NwBKZNLQ5lbPAiWNPgmX2W4ap0PW3h-LpWKF6Qz35Vs 138
quadra/configs/optimizer/sgd.yaml sha256=_JNfHj0JnkggcHKorPNJ_dSAJdkifNapve8VlHRcIVg 69
quadra/configs/scheduler/default.yaml sha256=RamJr7-wjTHw6xCV9pseRfh72yScMV7B0gGvwsZv9ko 109
quadra/configs/scheduler/rop.yaml sha256=8t1vR5IX8d21ZC9S8vXAeAs0OtzvOcemV2gWqbbfoAM 111
quadra/configs/scheduler/step.yaml sha256=0pj1rENjeeke8XQUhdrWrKD7eaoQ2a9-H25Deww9w3o 67
quadra/configs/scheduler/warmrestart.yaml sha256=cD7pPYFwBgCqLTCnYkrOW24Fd-8CiLgs88rsF0NHoyw 90
quadra/configs/scheduler/warmup.yaml sha256=2vv928tgNOE7yelnBSL2DVslqS3vqGz39LVXnZCJkPU 198
quadra/configs/task/anomalib/cfa.yaml sha256=gbvipt6K4zoEX3c4oGhsqWTqIDHY_D1kT99Gvr4oKqk 155
quadra/configs/task/anomalib/cflow.yaml sha256=k6r6W8nqH8HPCwK8_UXGqkx_QN2SYP7k7lze79xuF2U 159
quadra/configs/task/anomalib/csflow.yaml sha256=HMGMeJp0zGYvOJu41aAZy-e7zi_wwPpC_xVDRfBtiUA 161
quadra/configs/task/anomalib/draem.yaml sha256=xxjbEG8FvnVUXVTYhCZtn6o9RGZkeGQtmMDX6FgeTuk 159
quadra/configs/task/anomalib/efficient_ad.yaml sha256=muLovjddBobFqyebONV1LUFt68lzVHDlSFwnxF_rVYI 172
quadra/configs/task/anomalib/fastflow.yaml sha256=TeDCSJ1OPWX716-zUHWx2oC7ZGZFEyPr9AL7Obweyg8 165
quadra/configs/task/anomalib/inference.yaml sha256=ymVzloZTwGTLWkbnB6V0qe4_UG24TwxlR6cQUd-kJbA 74
quadra/configs/task/anomalib/padim.yaml sha256=ZxfFWI7fC9bPtp4Gs7nqpA061bzr4WKXswV_KEu-H2Y 159
quadra/configs/task/anomalib/patchcore.yaml sha256=sHHRDXxOJrcntPDbPHkJ5nHGFzgPgP3MlmAxzNlsRWA 167
quadra/configs/task/classification.yaml sha256=RCtJA8nJJIr46zbFsdv3kV6weND2dkAjeQHlf0EUV3U 112
quadra/configs/task/classification_evaluation.yaml sha256=rHzeFWCQQDBu8XxvHRUKzuEyNihyIzbCHMhQQLmK3Cw 116
quadra/configs/task/default.yaml sha256=0CrDiamtL8U21K6abyn_PghDj4uBuRsIIrJycFVq2SY 39
quadra/configs/task/segmentation.yaml sha256=PDyMWxUy_rNbbOK1u9YA6S62X9zXP7Wmeodzq9oa398 172
quadra/configs/task/segmentation_evaluation.yaml sha256=mGA5IE2vs-otMvVIJ7LCyiHiRV2EiuAcXZSbh0zDVQY 85
quadra/configs/task/sklearn_classification.yaml sha256=WvWwM8_ncBcYX25WoP-w7OxUcQdDiALu21nsXRoIWJU 287
quadra/configs/task/sklearn_classification_patch.yaml sha256=kP0Hcwf2G62-zEC4pJ3e4qFeoTaDIRzANyW9iWZS09A 272
quadra/configs/task/sklearn_classification_patch_test.yaml sha256=TlFr8W_eYX_hw-7bM4iRtF65pTzd7_X_BbJSNCz94gw 198
quadra/configs/task/sklearn_classification_test.yaml sha256=eUgZyrxsUO45uTdmmTpPbpbQH-KX5O6OW1XyjKk6vyk 185
quadra/configs/task/ssl.yaml sha256=BAfSpfrPCxStdO4z5pByysfAbbD0bDvu-r6DacsgLKk 43
quadra/configs/trainer/lightning_cpu.yaml sha256=gtBSPG0SqqNKUPigUVXlPLMb_8H0SJWjGsRFQUn6bzc 708
quadra/configs/trainer/lightning_gpu.yaml sha256=k83pUrmpVd4ec-VZdHUaelOy_7cQLgWnZ1lOjCQP9PQ 696
quadra/configs/trainer/lightning_gpu_bf16.yaml sha256=keoD_pn2rlLaAUxkTaEpkOh6mldysSyBI67XpRq9PHQ 712
quadra/configs/trainer/lightning_gpu_fp16.yaml sha256=lBoqbaJUAP4vfdZFIwlsdQJGDIRfcxiF3M7zwKy9ZBw 710
quadra/configs/trainer/lightning_multigpu.yaml sha256=ctI3Gq2_RxJc5ZMvprJEqGuIPsn-7S2zTyHsSbnUdOM 779
quadra/configs/trainer/sklearn_classification.yaml sha256=GvKSduHtKQ_nY0ZbTL-ZKWq5gevYpJg8UVfouKbeXo4 194
quadra/configs/transforms/byol.yaml sha256=YpIVN1bPNzuBwfK1ZmPfXtfKuvTl7MjZBmUGKyScIII 1187
quadra/configs/transforms/byol_no_random_resize.yaml sha256=2T9UTqwm7EF_wm1d_ondtCdgSfTJI34U_vWoF23trDs 1545
quadra/configs/transforms/default.yaml sha256=qCIzoPHAyQlO3FjXZKoxv4wEedmZC-3q49jzClbjg0o 977
quadra/configs/transforms/default_numpy.yaml sha256=TWD6lTLtYjmsWNdFqxcNR89xSPEnVePtDv-yl-M2f4s 630
quadra/configs/transforms/default_resize.yaml sha256=tZZ--p1E9thlW70ypwlFZrzwFhto8VZkNiXka1gK1fA 505
quadra/configs/transforms/dino.yaml sha256=NtEbtJPHYkR9DOBPwXR33uvrEdqv8WNyqRlXrx7-G6U 1692
quadra/configs/transforms/linear_eval.yaml sha256=fXmJBEwTWQ-QBMNV0mSG9wcrj31YGIV_czcRDczc1ss 488
quadra/datamodules/__init__.py sha256=y00iX2YAy6CJzPstKSBNq8_1YsYTRr_sCvqaL-WI7Z8 636
quadra/datamodules/anomaly.py sha256=_3FZNSwdMj-ECXlPQDslswtaMn0F1EgzA0q0UH-UgFY 6670
quadra/datamodules/base.py sha256=vDKyoZMMzKUn9dSU1hNiCW4Tt7G6xFTxuZn6c8CQxIc 14001
quadra/datamodules/classification.py sha256=UfszA_14TmS-9xQLdVLVJAjUT2PG1KLzfOX2w9mFKzg 41594
quadra/datamodules/generic/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/datamodules/generic/imagenette.py sha256=3hOb-GmvnKx_hqrSqRcAcf22PjtCQ3CY_-5mlaZSTIM 5564
quadra/datamodules/generic/mnist.py sha256=j4xWEWQb1utW3yyozgHD1tP0kOAtLpRsgeIBZ1cIiP0 3425
quadra/datamodules/generic/mvtec.py sha256=3Ib8JyY1Eg7wbPL2dXw22YCoy_gsitksofFShLQ9Itw 2700
quadra/datamodules/generic/oxford_pet.py sha256=tumWy9TBThvVQZ2JOyghosWJEEsYjyXN6pZMJ9C5dBY 6822
quadra/datamodules/patch.py sha256=y7leDt1MyVg0LnqKgWCZ0i6cuVln10fiG4X8EFbl-_Q 7789
quadra/datamodules/segmentation.py sha256=eWS_v7H4ea9h05KW1nMpLMJjCGVZEnzBU-vuKlVAdeY 28920
quadra/datamodules/ssl.py sha256=U63FCdcRJjx4K0RZzkKJfvYJhFpvWTnlBBCtXirn_F4 5709
quadra/datasets/__init__.py sha256=nVpqp2ffQ6omqCMB3r1ajcUGgUad0eSkDt-kNWDGblU 669
quadra/datasets/anomaly.py sha256=Guxb39aZkne5Qp_pEhjPACdzYSkLdLbu5AUXP0Gf1aE 11944
quadra/datasets/classification.py sha256=e-hNFh76aFnvbtkQLq1ljJ9Q3a6ymOmFziNjNK8VM4U 7512
quadra/datasets/patch.py sha256=bloUJS_qzzSfVqZaFpQd0uJMhRKRCfEwnSqCJaVtyZQ 4789
quadra/datasets/segmentation.py sha256=cDs45eRh_IBSLB0K5xDos-D4KySRQN64BzaPKGBF7OI 9056
quadra/datasets/ssl.py sha256=bbGWM-mQvr5xqXtmanr6HKC1Hgq42asu7wx2prb5NVo 3925
quadra/losses/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/losses/classification/__init__.py sha256=R1rhnZsksSrY0Tntc7ITViszbbW6i_705zyLlMpcjPs 153
quadra/losses/classification/asl.py sha256=ywfT_ifkHoA7VpAhOiJty0OqzKwFqe0OU5Ands1cI0I 2844
quadra/losses/classification/focal.py sha256=LIhtnOMJ3S-mNpFATf9Qe-EMBSWELjGmqOat23T_ahQ 11998
quadra/losses/classification/prototypical.py sha256=_Z74DP15F63Pu42YvRgnl1iHP0n_6Qld4Puvet0tOWE 6102
quadra/losses/ssl/__init__.py sha256=qInVdxVU-75awYBBeovA20-3q39YwzRtH4blCrmrVO8 402
quadra/losses/ssl/barlowtwins.py sha256=IxGE41icO2R9ha64DH3sYdeEXM85LZRybJwJEDUQ6cw 1401
quadra/losses/ssl/byol.py sha256=jLSCOhwZ76PbBD7psWmFhkaer8oxzGgZxLWeUahQDYE 768
quadra/losses/ssl/dino.py sha256=au3mZjvSAlgnnS3hnzRBKuwTtnnP6ikexTLEe8OUL3E 4262
quadra/losses/ssl/hyperspherical.py sha256=QpHEjwWioSTKZceTPNLWYhEHFPsXd8RngW1mFRY26HM 1084
quadra/losses/ssl/idmm.py sha256=DyECUEBq7eefda4yuza0KQShztaEJaLIYdEgMOKwpXM 1148
quadra/losses/ssl/simclr.py sha256=Di8hKeQEnIAyYhEHrm3H-6cw_JQ7-0vqc7dKz8uxBlI 2209
quadra/losses/ssl/simsiam.py sha256=uCCbqU9aYMwNa3re0qkeEK5Iz7Hxi0jAcEc-sCWZ8fc 877
quadra/losses/ssl/vicreg.py sha256=ANvhYJz6iPv1A-OBXgBSrZrDG-1VmPtK1IZDtyFqNHE 2427
quadra/main.py sha256=6ZYKytVvCzQjgP_0QA6-3ICzVppsbRgPjF-csLKv85o 1407
quadra/metrics/__init__.py sha256=HsTK1gxsjp8_MYgA5caa4OK8sXLqtK_tt9wYyjtFnOc 79
quadra/metrics/segmentation.py sha256=jkQzCUz0ibkEoF95-uL-4wwxybs5SAs2VHiT5ZGckso 9451
quadra/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/models/base.py sha256=nYbZ1JRmhgcORZhAJoV6d2_L5C5yds_X-PQAFIDoHWk 5514
quadra/models/classification/__init__.py sha256=c03CGDyvipXgU7ybSosOaeTl1aM1ge6TqMUgMiTpQtA 243
quadra/models/classification/backbones.py sha256=haHNPC-XZ8Jj1i47cfUj8JHy_I-rins-nNfccrPBffo 6281
quadra/models/classification/base.py sha256=w-mDPQPtIrNclxjqsve5BTmNhNgnWGh7uJfE5HaTFPA 2996
quadra/models/evaluation.py sha256=dEazagyUvlnnEq16IdM25qAdDXZR-BUhApDF_YUdO-E 10695
quadra/modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/modules/backbone.py sha256=xiZBqgzr1S45GX9mydl29TFuahLDaHrU7Fy73LGIyGI 909
quadra/modules/base.py sha256=fS_kbOAfEihHFfiTcyuyDXTzkmkJr2ivtAMiZqjOUog 10303
quadra/modules/classification/__init__.py sha256=6keltBhC1yzgbNttBuykNYJAUMyOrY-HDNgGZGfI93I 141
quadra/modules/classification/base.py sha256=QdHtHY2tF_qh2wU01Oo0TWjh9CTqa46tyF4VgcLd__M 11937
quadra/modules/ssl/__init__.py sha256=oeUoGHrsESZ0595-JxPxURBP124jtNfrITbVovBpANA 302
quadra/modules/ssl/barlowtwins.py sha256=iW6f7ADSEkbs7z-88x680204-Ez-iF1Yd2SdQzcLpRY 1884
quadra/modules/ssl/byol.py sha256=8sviU7MS9MXDbS9Ogu9-qJCZrkTI2pPxgEwNvc7EqIo 7084
quadra/modules/ssl/common.py sha256=nQMsYEu4PUueMq0KNe898h3wGS2RVQBN0NCpYnMyRqI 9898
quadra/modules/ssl/dino.py sha256=Xs4wRYvvxeLuHtOW5Gf-xaqAvT97cIuOG6PlYduPDm4 7300
quadra/modules/ssl/hyperspherical.py sha256=yEY0WvYFLvKCeKKJDAWCEttYwNVjB5ai6N2FxXKqYQ4 6356
quadra/modules/ssl/idmm.py sha256=0th7A2r4loDpiGgeOzGxaCfwhfZ-FtyKWnAjTbkUtMc 3065
quadra/modules/ssl/simclr.py sha256=P3Kerk4oyObo5pkKFp_VxQYGre2zIebqmWJZHZkC2Z8 2095
quadra/modules/ssl/simsiam.py sha256=rWqiHP15j2sFHoPF_sNQxQJfvm_MJb3-kCRgbqYtzJE 2093
quadra/modules/ssl/vicreg.py sha256=st37w4hl-zOMX9IdBySaz8v_Ls6D1ZUOwfsjFTrR5h8 1959
quadra/optimizers/__init__.py sha256=lsiHfrRZcE2GVXpG4JxhMmkRpg56WNFagNH8RFEWKp0 71
quadra/optimizers/lars.py sha256=UpLeuZ3wCuWFPeGjR43BbsNcj1I41ARtEG9RuafeBNM 5484
quadra/optimizers/sam.py sha256=wEQksvLRrA5d2TPO7tb-ev_G3lhhzgNYqmuj4HQMe64 3892
quadra/schedulers/__init__.py sha256=mQivr18c0j36hpV3Lm8nlyBVKFevWp8TtLuTfvI9kQc 99
quadra/schedulers/base.py sha256=T1EdrLOJ0i9MzWoLCkrNA0uypm7hJ-L6NFhjIXFB6NE 1462
quadra/schedulers/warmup.py sha256=chzzrK7OqqlicBCxiF4CqMYNrWu6nflIbRE-C86Jrw0 4962
quadra/tasks/__init__.py sha256=tmAfMoH0k3UC7r2pNrgbBa1Pfc3tpLl3IObFF6Z0eRE 820
quadra/tasks/anomaly.py sha256=rl3F39kABt5deSLOeY2s_1t2mR4x1-42VdP0flRrZMs 24583
quadra/tasks/base.py sha256=5Rsjdothqb4YXMIN_s98HdoPmJBfQKV0ZwnyvUuihYI 14101
quadra/tasks/classification.py sha256=I4NEsNVn1lOu-HLaD_hqowfnedhD4l-wZ4JPI1eD4pg 52735
quadra/tasks/patch.py sha256=EJvbtvlebyOtk6m47juW8XMXr1v_bLFTIKqI1KC0HRA 20244
quadra/tasks/segmentation.py sha256=5GF7CZjm1dQGQ-Q0kAc68GSsNv6FTxBsl_rbEZQwjmU 16213
quadra/tasks/ssl.py sha256=SVZeAW5xVkfeGTwMqRhGKLagMC2kHrxoOaNEDzbCZ0A 20552
quadra/trainers/README.md sha256=XtpbUOxwvPpOUL7E5s2JHjRgwT-CRKTxsBeUSXrg9BU 248
quadra/trainers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/trainers/classification.py sha256=YeJ0z7Vk0-dsMTcoKBxSdSA0rxtilEcQTp-Zq9Xi1hw 7042
quadra/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/utils/anomaly.py sha256=49vFvT5-4SxczsEM2Akcut_M1DDwKlOVdGv36oLTgR0 4067
quadra/utils/classification.py sha256=7Phbywpd1CNzwLM5F7zV9FrzdHGd6EkR6LRTRpkerTc 24882
quadra/utils/deprecation.py sha256=zF_S-yqenaZxRBOudhXts0mX763WjEUWCnHd09TZnwY 852
quadra/utils/evaluation.py sha256=5Occ6ONsjnvMkaFFjohtgSvffxEKfjdvMbxqzgtmiHQ 18538
quadra/utils/export.py sha256=ddTslYMjdm6tYMPZPp-NpLAjUN6jwsgEItTZv2NBx0c 20608
quadra/utils/imaging.py sha256=Cz7sGb_axEmnGcwQJP2djFZpIpGCPFIBGT8NWVV-OOE 866
quadra/utils/logger.py sha256=tQJ4xpTAFKx1g-UUm5K1x7zgoP6qoXpcUHQyu0rOr1w 556
quadra/utils/mlflow.py sha256=7E09JShGm2qO7bLb_8srA_RYdVAudxeDYmX7pMdjoVU 3524
quadra/utils/model_manager.py sha256=P5JtY95p6giQ6mb4TUnWsNwUh5ClzHBillnG5SA56QY 12546
quadra/utils/models.py sha256=xLOT6Sorpc54dYn9XG8RpqoLupvNrMCiE_QvvIMLwHA 19756
quadra/utils/patch/__init__.py sha256=YenDdsI937kyAJiE0dP3_Xua8gHIoFjheoWMnpx_TGU 509
quadra/utils/patch/dataset.py sha256=hqM7XyPNDmI9_uJSrAxNYOasdNlEHcg-npP1S9Bb05Y 61374
quadra/utils/patch/metrics.py sha256=E1PeHFp10pPgkb6484fDvRLn2E9NDy9xIqEmMBeusOw 17644
quadra/utils/patch/model.py sha256=F-wbMZvM8nS_ZSYewg2SofD7H0I6DH1DBA2ACSr0fCY 5746
quadra/utils/patch/visualization.py sha256=HwO67vRMvhQAKN_FRFv4AAqvYMeOpg0dod3DwGpgTfo 7044
quadra/utils/resolver.py sha256=p8t95b__htcR3hdnF9RtlWNKLTVUWYjADozYNj9lIzQ 1397
quadra/utils/segmentation.py sha256=rWOE1qw2RS0dpgJyHqfQURw86K6G2Hst6mpu97PI5Ac 920
quadra/utils/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
quadra/utils/tests/fixtures/__init__.py sha256=5KHMpKGK31PRWfdaiM5gmcs3gyTcCQQEv8W_8U1C6hI 37
quadra/utils/tests/fixtures/dataset/__init__.py sha256=hfNtCxu3PPAzqKcKw40BnsIsUHNDlGjYhLuQ5n48deA 1298
quadra/utils/tests/fixtures/dataset/anomaly.py sha256=x9X_zafn7Kvjya0_ztCwYRXVEoubND_9yoHxYgn9pkY 3899
quadra/utils/tests/fixtures/dataset/classification.py sha256=Mh4t1fTS3thd0hdfh-jWD04WKCIBTeU2x1Ds5pJnZmM 15422
quadra/utils/tests/fixtures/dataset/imagenette.py sha256=gADjmgiyQNA2CrtjCITlJTqgQG2StL3bUVnADOFSZfQ 1501
quadra/utils/tests/fixtures/dataset/segmentation.py sha256=mSe93hJEpjDdFM69yGoYUzGa-M5T2P8XE4_Z1ZiORuM 5855
quadra/utils/tests/fixtures/models/__init__.py sha256=5cxfDtbV-_prBlVu9L2tC34C8QGyng9chUbJYGFv0J0 123
quadra/utils/tests/fixtures/models/anomaly.py sha256=J5dG95RlWNds5xqArQY4JlpmqUcLgoESxVC7K5O7ez4 2942
quadra/utils/tests/fixtures/models/classification.py sha256=5qpyOonqK6W2LCUWEHhmnScuBMSJA-8Eo-9tlHcZzg0 1140
quadra/utils/tests/fixtures/models/segmentation.py sha256=CTNXeEPcFxFq-YcNfQi5DbbytPZwBQaZn5dQq3L41j0 765
quadra/utils/tests/helpers.py sha256=9PJlwozUl_lpQW-Ck-tN7sGFcgeieEd3q56aYuwMIlk 2381
quadra/utils/tests/models.py sha256=KbAlv_ukxaUYsyVNUO_dM0NyIosx8RpC0EVyF1HvPkM 507
quadra/utils/utils.py sha256=AjVsJvqACj5Bo8aOF8Itkwqhzws3bwfLnptxosbgzl4 19125
quadra/utils/validator.py sha256=eFCGr0ss1gYSpsL31JbsCXPZUMJAI9_H-mGodt6UGsU 4668
quadra/utils/visualization.py sha256=UvGHX0dumfjpT_KX3Yc1W2B5sAXXaZZWIwXQAi4sdoQ 15950
quadra/utils/vit_explainability.py sha256=hY0awehj6UkyBhnBlW5uWoJTsBfgow5Nll9fAqrzmMo 13337
hydra_plugins/quadra_searchpath_plugin.py sha256=AAn4TzR87zUK7nwSsK-KoqALiPtfQ8FvX3fgZPTGIJ0 1189
quadra-2.2.3.dist-info/LICENSE sha256=8cTbQtcWa02YJoSpMeV_gxj3jpMTkxvl-w3WJ5gV_QE 11342
quadra-2.2.3.dist-info/METADATA sha256=cRx79iZ9AKEE8bWu8gvMy_NSdp5KuM2IrZB_eGdQU5E 17623
quadra-2.2.3.dist-info/WHEEL sha256=sP946D7jFCHeNz5Iq4fL4Lu-PrWrFsgfLXbbkciIZwg 88
quadra-2.2.3.dist-info/entry_points.txt sha256=sRYonBZyx-sAJeWcQNQoVQIU5lm02cnCQt6b15k0WHU 43
quadra-2.2.3.dist-info/RECORD

entry_points.txt

quadra = quadra.main:main