SKIL-Reachbot_vessels_combined_segmentation_prod Table

Josselin's workspace

Runs

aux.acc_seg

aux.loss_cl_dice

aux.loss_dice

2y ago

19h 35m 38s

3-DICE-1-Skil-Product

Sep 09 '23 02:03

3-DICE-1-Skil-Product

Finished

Jan 01 '70 00:00

[1,{"iterations":50,"border_factor":0.82,"border_size":20,"epsilon":0.01}]

vit_vit-b16_mln_upernet_vessels

-1

3-DICE-1-Skil-Product

custom_configs.datasets.cracks_combined

pretrain/upernet_vit-b16_mln_512x512_80k_ade20k_20210624_130547-0403cee1_fix.pth

45.70662

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custom_configs.schedules.40k

["4WYFZDQK7K","5WETWABTQP","5Y7I9RIG7B","88ZR06Q2YN","9RAPILWG0N","C459B50DPR","DMIDF727DM","H5RKPOIAFM","JL003M7QWP","UXTONS70BL"]

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[{"scale":[1024,512],"type":"Resize","keep_ratio":true},{"reduce_zero_label":false,"type":"LoadAnnotations"},{"type":"LoadImageFromFile"},{"type":"PackSegInputs"}]

2125

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./work_dirs/skil_prod

86.69411

0.43222

2y ago

9d 10h 45m 32s

Combined-1-CL-dice-3-Dice

Sep 08 '23 21:47

Combined-1-CL-dice-3-Dice

Finished

Jan 01 '70 00:00

/media/jsomerviller/SSD2/output

["vit_vit-b16_mln_upernet","vit_vit-b16_mln_upernet_vessels"]

-1

Combined-1-CL-dice-3-Dice

custom_configs.datasets.cracks_combined

custom_configs.datasets.cracks_cropped

custom_configs.datasets.cracks_full

custom_configs.datasets.cracks_full_combined

custom_configs.datasets.drive

pretrain/upernet_vit-b16_mln_512x512_80k_ade20k_20210624_130547-0403cee1_fix.pth

46.98915

[{"loss_name":"loss_cl_dice","loss_weight":0.4,"type":"ClDiceLoss"},{"type":"DiceLoss","loss_name":"loss_dice","loss_weight":1.2000000000000002}]

[{"debug_path":null,"loss_name":"loss_cl_dice","loss_weight":1,"type":"ClDiceLoss","debug_every":-1},{"loss_weight":3,"type":"DiceLoss","debug_every":-1,"debug_path":null,"loss_name":"loss_dice"},{"loss_name":"loss_cl_dice","loss_weight":1,"type":"ClDiceLoss","debug_every":-1,"debug_path":"/media/jsomerviller/SSD2/output"},{"type":"DiceLoss","debug_every":-1,"debug_path":"/media/jsomerviller/SSD2/output","loss_name":"loss_dice","loss_weight":3}]

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custom_configs.schedules.40k

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[{"type":"Resize","keep_ratio":true,"scale":[1024,512]},{"reduce_zero_label":false,"type":"LoadAnnotations"},{"type":"LoadImageFromFile"},{"type":"PackSegInputs"}]

[{"scale":[1024,512],"type":"Resize","keep_ratio":true},{"type":"LoadAnnotations","reduce_zero_label":false},{"type":"LoadImageFromFile"},{"type":"PackSegInputs"}]

2125

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["./work_dirs/cl_dice","./work_dirs/config_cl_dice"]

85.27087

0.24527

0.45371

2y ago

9d 13h 23m 20s

Combined-1-SKIL-dice-3-Dice

Sep 08 '23 23:14

Combined-1-SKIL-dice-3-Dice

Finished

Jan 01 '70 00:00

/media/jsomerviller/SSD2/output

[1,{"border_size":20,"epsilon":0.01,"iterations":50,"border_factor":0.82},{"iterations":40,"border_factor":0.85,"border_size":30,"epsilon":0.01}]

["vit_vit-b16_mln_upernet","vit_vit-b16_mln_upernet_vessels"]

-1

Combined-1-SKIL-dice-3-Dice

custom_configs.datasets.cracks_combined

custom_configs.datasets.cracks_cropped

custom_configs.datasets.cracks_full

custom_configs.datasets.cracks_full_combined

custom_configs.datasets.drive

pretrain/upernet_vit-b16_mln_512x512_80k_ade20k_20210624_130547-0403cee1_fix.pth

46.96005

[{"loss_weight":0.4,"type":"SkilLossDice","border_factor":0.82,"border_size":20,"epsilon":0.01,"iterations":50,"loss_name":"loss_skill_dice"},{"border_size":30,"epsilon":0.01,"iterations":40,"loss_name":"loss_skill_dice","loss_weight":0.4,"type":"SkilLossDice","border_factor":0.85},{"type":"DiceLoss","loss_name":"loss_dice","loss_weight":1.2000000000000002}]

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custom_configs.schedules.40k

["1OITN53BCW","27AAFIELVS","9RQKCAGVD0","BZL47YQ02G","DOY6SLUF12","GWFK3BBIP2","HBQTMUNWJM","T44DFH1TX4","V1FIBXM7CJ","ZT0TOTA1S8"]

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[{"keep_ratio":true,"scale":[1024,512],"type":"Resize"},{"reduce_zero_label":false,"type":"LoadAnnotations"},{"type":"LoadImageFromFile"},{"type":"PackSegInputs"}]

2125

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["./work_dirs/config_skil_dice","./work_dirs/skil_dice"]

85.03097

0.43439

2y ago

1d 11h 43m 42s

Combined-4-DICE

Aug 31 '23 22:15

Combined-4-DICE

Finished

Jan 01 '70 00:00

/media/jsomerviller/SSD2/output

vit_vit-b16_mln_upernet

-1

Combined-4-DICE

custom_configs.datasets.cracks_cropped

custom_configs.datasets.cracks_full

custom_configs.datasets.cracks_full_combined

custom_configs.datasets.drive

pretrain/upernet_vit-b16_mln_512x512_80k_ade20k_20210624_130547-0403cee1_fix.pth

46.96988

[{"type":"LinearLR","begin":0,"by_epoch":false,"end":531,"start_factor":1.883239171374765e-8},{"type":"PolyLR","begin":531,"by_epoch":false,"end":2125,"eta_min":0,"power":1}]

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[{"keep_ratio":true,"scale":[1024,512],"type":"Resize"},{"reduce_zero_label":false,"type":"LoadAnnotations"},{"type":"LoadImageFromFile"},{"type":"PackSegInputs"}]

2125

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./work_dirs/config_dice

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