Ameychoudhary4's workspace
Runs 
15
Name
15 visualized
Commit
Runtime
GitHub
End Time
Hostname
Notes
GPU Type
GPU Count
State
Tags
attention
batch_size
coam_layer_data
config_file
datasets.test_datasets
datasets.train_dataset.args.image_transformation
datasets.train_dataset.args.path_to_dataset
datasets.val_dataset.args.image_transformation
datasets.val_dataset.args.path_to_dataset
decoder_attention
encoder
experiment_name
gpus
test_batch_size
resume_from_checkpoint
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
max_epochs
b420fd044ce6f231243c5e564af34777188e5bcf
22h 54s
May 05 '24 16:45
-
-
NVIDIA GeForce RTX 3090
3
Finished
coam
20
[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
3
32
-
93
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
May 04 '24 18:11
-
-
NVIDIA GeForce RTX 3090
2
Finished
coam
20
[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
2
32
/scratch/arjun.dosajh/logs/cyws/ngyv596n/checkpoints/epoch=90-step=129674.ckpt
99
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
May 05 '24 09:29
-
-
NVIDIA GeForce RTX 2080 Ti
3
Crashed
coam
8
[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
3
16
-
77
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
May 04 '24 05:02
-
-
NVIDIA GeForce RTX 3090
2
Crashed
coam
20
[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
2
32
-
92
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
May 04 '24 00:12
-
-
NVIDIA GeForce RTX 3090
2
Finished
noam
24
[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
2
32
-
79
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
May 03 '24 15:00
-
-
NVIDIA GeForce RTX 2080 Ti
4
Finished
coam
8
[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
4
16
-
98
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
May 03 '24 14:15
-
-
NVIDIA GeForce RTX 2080 Ti
4
Finished
coam
8
[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
4
16
-
98
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
May 03 '24 23:53
-
-
NVIDIA GeForce RTX 3090
2
Finished
noam
24
[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
2
32
-
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
May 04 '24 00:46
-
-
NVIDIA GeForce RTX 3090
2
Finished
coam
24
[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
2
32
-
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
Apr 29 '24 18:35
-
-
NVIDIA GeForce RTX 3090
2
Finished
coam
24
[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
2
32
-
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
Apr 29 '24 23:23
-
-
NVIDIA GeForce RTX 3090
2
Finished
coam
24
[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
2
32
-
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
Apr 29 '24 10:00
-
-
NVIDIA GeForce RTX 2080 Ti
3
Finished
coam
12
[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
3
12
-
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
Apr 05 '24 00:05
-
-
NVIDIA GeForce RTX 2080 Ti
4
Finished
coam
8
[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
4
8
-
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
Apr 02 '24 07:20
-
-
NVIDIA GeForce RTX 2080 Ti
3
Finished
noam
8
[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
3
8
-
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
Apr 02 '24 00:21
-
-
NVIDIA GeForce RTX 2080 Ti
3
Finished
coam
8
[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
3
8
-
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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