wb-team-hardik

Ameychoudhary4's workspace

Runs

epoch

global_step

test/coco_test_large_mAP

test/coco_test_medium_mAP

test/coco_test_small_mAP

test/kubric_mAP

test/std_mAP

test/synthtext_mAP

train/loss_center_heatmap_epoch

train/loss_center_heatmap_step

train/loss_offset_epoch

train/loss_offset_step

train/loss_wh_epoch

train/loss_wh_step

train/overall_loss_epoch

train/overall_loss_step

train/physics_loss_epoch

train/physics_loss_step

trainer/global_step

val/loss_center_heatmap

val/loss_offset

val/loss_wh

val/overall_loss

test/coco_test_all_mAP

b420fd044ce6f231243c5e564af34777188e5bcf

22h 54s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

May 05 '24 16:45

NVIDIA GeForce RTX 3090

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"name":"coco_test_medium","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change","image_transformation":"identity","split":"test"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std","image_transformation":"identity"},"name":"std","class":"StdDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"name":"coco_test_small","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

scse

resnet50

cyws_resnet50_attention_coam_3x_affine_arjun_100

88350

0.62845

0.25266

0.067762

0.023212

0.042174

0.16279

4.0226

4.56698

0.48127

0.52162

0.9669

1.06132

5.47076

6.14991

88350

6.45723

0.4937

1.84826

8.7992

0.20996

100

b420fd044ce6f231243c5e564af34777188e5bcf

3h 46m 43s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

May 04 '24 18:11

NVIDIA GeForce RTX 3090

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine_physics.yml

[{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine","split":"test"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"class":"StdDataset","args":{"path_to_dataset":"/scratch/arjun.dosajh/std","image_transformation":"identity","split":"test","method":"centernet"},"name":"std"},{"name":"kubric","class":"KubricChange","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change"}},{"class":"ConcatDataset","datasets":[{"args":{"path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_large","class":"InpatinedCocoDataset"}],"name":"coco_test_all"}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

scse

resnet50

detection_resnet50_3x_physics_scse_coam_layers_affine

/scratch/arjun.dosajh/logs/cyws/ngyv596n/checkpoints/epoch=90-step=129674.ckpt

141075

0.80203

0.56862

0.16478

0.26708

0.19991

0.66862

2.89856

2.79086

0.4789

0.45847

0.76729

0.84449

4.19637

4.14712

0.051624

0.053298

141075

4.60146

0.4929

1.21909

6.31345

0.39294

100

ed0b5b3e3122978059593b15f3d3ba049044b520

1d 10h 57m 17s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

May 05 '24 09:29

NVIDIA GeForce RTX 2080 Ti

Crashed

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine.yml

[{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/synthtext_change","image_transformation":"identity"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/std","image_transformation":"identity"},"name":"std","class":"StdDataset"},{"class":"KubricChange","args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/kubric_change"},"name":"kubric"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"affine","split":"test"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

scse

resnet50

detection_resnet50_attention_3x_coam_affine

182874

5.57781

6.40974

0.48754

0.52019

1.59504

1.4237

7.66039

8.35364

183338

5.48239

0.48918

1.50491

7.47648

100

b420fd044ce6f231243c5e564af34777188e5bcf

1d 5h 39m 29s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

May 04 '24 05:02

NVIDIA GeForce RTX 3090

Crashed

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine_physics.yml

[{"name":"coco_test_small","class":"InpatinedCocoDataset","args":{"path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine","split":"test","method":"centernet"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"name":"synthtext","class":"SynthTextDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std","image_transformation":"identity"},"name":"std","class":"StdDataset"},{"name":"kubric","class":"KubricChange","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change"}},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

scse

resnet50

detection_resnet50_3x_physics_scse_coam_layers_affine

131099

2.92483

3.43451

0.47838

0.45924

0.78834

0.63059

4.24328

4.57632

0.051731

0.05199

132202

4.71356

0.49797

1.24639

6.45792

100

b420fd044ce6f231243c5e564af34777188e5bcf

1d 1h 28m 55s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

May 04 '24 00:12

NVIDIA GeForce RTX 3090

Finished

noam

[3,[2048,1024,512],[256,128,64]]

configs/detection_mit_3x_noam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std","image_transformation":"identity","split":"test"},"name":"std","class":"StdDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change","split":"test"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"name":"coco_test_small","class":"InpatinedCocoDataset","args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"name":"coco_test_large","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"}}]}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

scse

mit_b2

detection_mit_noam_3x_affine_scse_100

93852

0.75923

0.4678

0.12227

0.0080974

0.0081406

0.081829

3.65409

3.29774

0.4802

0.55471

0.84511

0.63746

4.9794

4.4899

93852

6.09202

0.49118

1.63954

8.22273

0.33754

100

ed0b5b3e3122978059593b15f3d3ba049044b520

1d 16h 21m 4s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

May 03 '24 15:00

NVIDIA GeForce RTX 2080 Ti

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnext50_3x_coam_layers_affine.yml

[{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine","split":"test"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/std","image_transformation":"identity","split":"test","method":"centernet"},"name":"std","class":"StdDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/kubric_change"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

scse

resnext50_32x4d

detection_resnext50_3x_coam_layers_affine_100

174636

0.7926

0.72906

0.4262

0.69523

0.54515

0.87629

3.19032

2.1181

0.48084

0.40148

0.78259

0.50878

4.45375

3.02837

174636

3.30652

0.4794

0.82857

4.6145

0.57668

100

ed0b5b3e3122978059593b15f3d3ba049044b520

1d 16h 9m 58s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

May 03 '24 14:15

NVIDIA GeForce RTX 2080 Ti

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/large"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/amey.choudhary/synthtext_change","image_transformation":"identity","split":"test","method":"centernet"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/amey.choudhary/std","image_transformation":"identity","split":"test"},"name":"std","class":"StdDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/kubric_change"},"name":"kubric","class":"KubricChange"},{"datasets":[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}],"name":"coco_test_all","class":"ConcatDataset"}]

affine

/scratch/amey.choudhary/coco_inpainted/train

affine

/scratch/amey.choudhary/coco_inpainted/train

scse

resnet50

detection_resnet50_3x_coam_layers_affine_100

174636

0.64957

0.68675

0.40201

0.6583

0.52412

0.85347

3.37335

2.36973

0.48206

0.24876

0.85877

0.24981

4.71418

2.86829

174636

3.55888

0.48148

0.90783

4.94819

0.52776

100

b420fd044ce6f231243c5e564af34777188e5bcf

2d 7h 59m 55s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

May 03 '24 23:53

NVIDIA GeForce RTX 3090

Finished

noam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_noam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/arjun.dosajh/synthtext_change","split":"test","method":"centernet"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std","image_transformation":"identity"},"name":"std","class":"StdDataset"},{"class":"KubricChange","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change"},"name":"kubric"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine","split":"test"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine","split":"test"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

resnet50

detection_resnet50_noam_3x_no_scse_affine

173

205524

0.55313

0.23075

0.054159

0.0094858

0.020183

0.023173

3.91062

4.57596

0.47759

0.57659

0.87324

0.81019

5.26144

5.96273

205524

6.77387

0.49854

1.77807

9.05048

0.18488

200

b420fd044ce6f231243c5e564af34777188e5bcf

2d 8h 52m 54s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

May 04 '24 00:46

NVIDIA GeForce RTX 3090

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine.yml

[{"name":"coco_test_small","class":"InpatinedCocoDataset","args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine","split":"test"}},{"class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change","image_transformation":"identity"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std","image_transformation":"identity"},"name":"std","class":"StdDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change"},"name":"kubric","class":"KubricChange"},{"datasets":[{"class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}],"name":"coco_test_all","class":"ConcatDataset"}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

resnet50

detection_resnet50_coam_3x_no_scse_affine

191

226908

0.74052

0.63381

0.23338

0.31779

0.24959

0.64736

2.54952

2.59344

0.47342

0.5492

0.6549

0.6051

3.67784

3.74774

226908

5.47258

0.49624

1.29411

7.26292

0.43328

200

b420fd044ce6f231243c5e564af34777188e5bcf

1d 23h 18m 22s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

Apr 29 '24 18:35

NVIDIA GeForce RTX 3090

Finished

coam

[3,[512,256,128],[128,64,32]]

configs/detection_resnet18_3x_coam_layers_affine.yml

[{"name":"coco_test_small","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"}},{"class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium"},{"name":"coco_test_large","class":"InpatinedCocoDataset","args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine","split":"test"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std"},"name":"std","class":"StdDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change","split":"test"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"name":"coco_test_small","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"class":"InpatinedCocoDataset","args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine","split":"test"},"name":"coco_test_large"}]}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

resnet18

detection_resnet18_3x_no_scse_coam_layers_affine

184

218592

0.63751

0.52749

0.21961

0.30563

0.33372

0.71048

3.00291

2.84526

0.47561

0.57306

0.82025

1.35154

4.29878

4.76985

218592

5.05737

0.49378

1.37371

6.92486

0.37603

200

b420fd044ce6f231243c5e564af34777188e5bcf

2d 4h 6m 53s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/b420fd044ce6f231243c5e564af34777188e5bcf

Apr 29 '24 23:23

NVIDIA GeForce RTX 3090

Finished

coam

[2,[512,256],[128,64]]

configs/detection_resnet18_2x_coam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/std"},"name":"std","class":"StdDataset"},{"args":{"method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/kubric_change","split":"test"},"name":"kubric","class":"KubricChange"},{"datasets":[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"name":"coco_test_medium","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/medium","image_transformation":"affine"}},{"args":{"image_transformation":"affine","split":"test","method":"centernet","path_to_dataset":"/scratch/arjun.dosajh/coco_inpainted/test/large"},"name":"coco_test_large","class":"InpatinedCocoDataset"}],"name":"coco_test_all","class":"ConcatDataset"}]

affine

/scratch/arjun.dosajh/coco_inpainted/train

affine

/scratch/arjun.dosajh/coco_inpainted/train

resnet18

detection_resnet18_2x_no_scse_coam_layers_affine

196

232848

0.71843

0.392

0.086494

0.11665

0.09247

0.32979

3.51353

3.07332

0.47674

0.58635

0.86742

0.91809

4.85769

4.57777

232848

6.4028

0.49956

1.63265

8.53502

0.28212

200

ed0b5b3e3122978059593b15f3d3ba049044b520

2d 19h 17m 10s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

Apr 29 '24 10:00

NVIDIA GeForce RTX 2080 Ti

Finished

coam

[3,[512,256,128],[128,64,32]]

configs/detection_resnet18_3x_coam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/std","split":"test"},"name":"std","class":"StdDataset"},{"args":{"method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/kubric_change","split":"test"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small"},{"args":{"path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

scse

resnet18

detection_resnet18_3x_coam_layers_affine

199

315216

0.68067

0.65164

0.39854

0.55928

0.5451

0.84607

3.47315

3.9453

0.48156

0.30216

0.90889

1.94254

4.8636

6.19001

315216

3.51789

0.48341

0.94188

4.94318

0.51952

200

ed0b5b3e3122978059593b15f3d3ba049044b520

2d 18h 45m 48s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

Apr 05 '24 00:05

NVIDIA GeForce RTX 2080 Ti

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_affine.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/synthtext_change","image_transformation":"identity"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"image_transformation":"identity","split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/std"},"name":"std","class":"StdDataset"},{"class":"KubricChange","args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/kubric_change"},"name":"kubric"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"affine"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"affine"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"affine","split":"test","method":"centernet"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

affine

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

scse

resnet50

resnet50_3x_coam_layers_affine

199

351054

3.12155

3.90139

0.47953

0.42185

0.79577

0.58403

4.39685

4.90727

356399

3.18492

0.47763

0.85502

4.51758

200

ed0b5b3e3122978059593b15f3d3ba049044b520

3d 22h 54m 44s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

Apr 02 '24 07:20

NVIDIA GeForce RTX 2080 Ti

Finished

noam

[3,"None","None"]

configs/detection_resnet50_3x_noam_layers_identity.yml

[{"args":{"image_transformation":"identity","split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/small"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/medium","image_transformation":"identity"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/large","image_transformation":"identity","split":"test","method":"centernet"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/std"},"name":"std","class":"StdDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/kubric_change"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/small","image_transformation":"identity"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/medium","image_transformation":"identity","split":"test","method":"centernet"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/scratch/amey.choudhary/coco_inpainted/test/large","image_transformation":"identity"},"name":"coco_test_large","class":"InpatinedCocoDataset"}]}]

identity

/scratch/amey.choudhary/coco_inpainted/train

identity

/scratch/amey.choudhary/coco_inpainted/train

scse

resnet50

detection_resnet50_3x_noam_layers_identity

199

437000

1.37893

1.03516

0.43903

0.34386

0.35345

0.23837

2.1714

1.61739

474999

1.83493

0.44559

0.40949

2.69001

200

ed0b5b3e3122978059593b15f3d3ba049044b520

3d 16h 44s

https://github.com/ragavsachdeva/The-Change-You-Want-to-See/tree/ed0b5b3e3122978059593b15f3d3ba049044b520

Apr 02 '24 00:21

NVIDIA GeForce RTX 2080 Ti

Finished

coam

[3,[2048,1024,512],[256,128,64]]

configs/detection_resnet50_3x_coam_layers_identity.yml

[{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"identity"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"identity"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"identity"},"name":"coco_test_large","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/synthtext_change"},"name":"synthtext","class":"SynthTextDataset"},{"name":"std","class":"StdDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/std","image_transformation":"identity"}},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/kubric_change"},"name":"kubric","class":"KubricChange"},{"name":"coco_test_all","class":"ConcatDataset","datasets":[{"args":{"method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/small","image_transformation":"identity","split":"test"},"name":"coco_test_small","class":"InpatinedCocoDataset"},{"args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/medium","image_transformation":"identity"},"name":"coco_test_medium","class":"InpatinedCocoDataset"},{"name":"coco_test_large","class":"InpatinedCocoDataset","args":{"split":"test","method":"centernet","path_to_dataset":"/ssd_scratch/cvit/hardik.mittal/coco_inpainted/test/large","image_transformation":"identity"}}]}]

identity

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

identity

/ssd_scratch/cvit/hardik.mittal/coco_inpainted/train

scse

resnet50

resnet50_3x_coam_layers_identity

199

465500

1.72395

0.87639

0.45301

0.35634

0.40723

0.28134

2.58419

1.51407

474999

2.11937

0.45817

0.46459

3.04213

200

1-15

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