Krenerd77's workspace
Runs
235
Name
235 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
DEBUG_MODE
VERBOSE
const/label_map
const/normalization_mean
const/normalization_std
const/task
dataloader/base_dataloader/num_workers
dataloader/base_dataloader/pin_memory
dataloader/base_dataloader/prefetch_factor
dataloader/base_dataloader/shuffle
dataloader/trn/shuffle
dataloader/val/drop_last
dataloader/val/shuffle
dataset/MODE
dataset/NAME
dataset/dataset_base_cfg/download
dataset/dataset_base_cfg/root
dataset/dataset_subset_cfg/trn/download
dataset/dataset_subset_cfg/trn/train
dataset/dataset_subset_cfg/val/train
dataset/initial_transform/name
dataset/transformations
dataset/trn_size
dataset/val_size
debug/network_summary/input_shape
debug/view_train_augmentation/imsize
debug/view_train_augmentation/plot_size
debug/view_train_augmentation/resize_to
debug/view_train_augmentation/save_to
debug/view_train_augmentation/subplot_dim
model/backbone/ID
model/backbone/TYPE
model/backbone/cfg/low_res
model/backbone/out_features
model/heads/classifier/ID
model/heads/classifier/cfg/dropout
model/heads/classifier/cfg/in_features
model/heads/classifier/cfg/num_classes
model/heads/classifier/cfg/reduction
model/heads/classifier/cfg/return_logits
model/heads/classifier/input
name
trainer/accelerator
trainer/accumulate_grad_batches
Crashed
krenerd77
7d 17m 54s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
-
-
-
true
true
false
false
-
-
false
-
false
-
-
TupleToClassificationData
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-
-
22.33333
-
5
256
vis/training_samples.png
4
-
-
-
512
-
-
-
-
-
-
-
["CIFAR10-Noise-lr0.0003-cycle_0-callbacks.GradientNoise.args.eta_0.0","CIFAR10-Noise-lr0.0003-cycle_1-callbacks.GradientNoise.args.eta_0.01","CIFAR10-Noise-lr0.0003-cycle_2-callbacks.GradientNoise.args.eta_0.1","CIFAR10-Noise-lr0.0003-cycle_3-callbacks.GradientNoise.args.eta_1.0","CIFAR10-Noise-lr0.5-cycle_0-callbacks.GradientNoise.args.eta_0.01","CIFAR10-Noise-lr0.5-cycle_1-callbacks.GradientNoise.args.eta_0.1","CIFAR10-Noise-lr0.5-cycle_2-callbacks.GradientNoise.args.eta_1.0","CIFAR10-Simpleinit-Var5.0-cycle_0-callbacks.GradientNoise.args.eta_0.0","CIFAR10-Simpleinit-Var5.0-cycle_1-callbacks.GradientNoise.args.eta_0.01","CIFAR10-Simpleinit-cycle_0-callbacks.GradientNoise.args.eta_0.0"]
-
1
Crashed
krenerd77
38s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
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22.33333
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vis/training_samples.png
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-
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-
CIFAR10-Noise-lr0.5-cycle_0-callbacks.GradientNoise.args.eta_0.0
-
1
Crashed
krenerd77
15m 30s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
-
-
-
true
true
false
false
-
-
false
-
false
-
-
TupleToClassificationData
-
-
-
22.33333
-
5
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vis/training_samples.png
4
-
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-
512
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-
-
-
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-
CIFAR10-Noise-lr0.1-cycle_0-callbacks.GradientNoise.args.eta_0.0
-
1
Crashed
krenerd77
5d 18h 3m 34s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
-
-
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TupleToClassificationData
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-
22.33333
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5
256
vis/training_samples.png
4
["resnet18","resnet50"]
timm
-
1894.4
-
-
-
-
-
-
-
["ResNet50-timm-ImageNet1K","ResNet50-timm-ImageNet21K-LinearEvaluation","ResNet50-timm-ImageNet21K-LinearEvaluation-2","ResNet50-timm-ImageNet21K-unfreeze_at_20","ResNet50-timm-scratch"]
-
1
Finished
krenerd77
11h 11m 44s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-MixUpCutMix-lr_sweep-cycle_0-training.lr_0.1","CIFAR10-ResNet18-MixUpCutMix-lr_sweep-cycle_1-training.lr_0.03","CIFAR10-ResNet18-MixUpCutMix-lr_sweep-cycle_2-training.lr_0.01","CIFAR10-ResNet18-MixUpCutMix-lr_sweep-cycle_3-training.lr_0.003"]
-
1
Crashed
krenerd77
10d 9h 19m 12s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
DUMMY
-
1
Finished
krenerd77
18h 15m 25s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-Asymmetric_noise-0.1","CIFAR10-ResNet18-Asymmetric_noise-0.2","CIFAR10-ResNet18-Asymmetric_noise-0.3","CIFAR10-ResNet18-Asymmetric_noise-0.4","CIFAR10-ResNet18-Asymmetric_noise-0.5","CIFAR10-ResNet18-Asymmetric_noise-0.8"]
-
1
Crashed
krenerd77
7h 13m 46s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_0-40000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_10-20000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_11-40000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_3-4000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_4-5000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_5-6000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_6-7000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_7-8000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_8-9000_samples","DatasetSizeExp-ResNet18-Symmetric_noise_0.2-cycle_9-10000_samples"]
-
1
Crashed
krenerd77
4h 17m 42s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_0-training.lr_0.03","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_0-training.lr_10.0","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_1-training.lr_3.0","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_2-training.lr_1.0","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_3-training.lr_0.1","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_4-training.lr_0.01","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_5-training.lr_0.001","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_6-training.lr_0.0001","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_7-training.lr_1e-05","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-50epoch-cycle_8-training.lr_1e-06"]
-
1
Crashed
krenerd77
2h 45m 30s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-cycle_0-training.lr_0.3","CIFAR10-ResNet18-No_aug+wd+drop-lr_sweep-cycle_1-training.lr_0.1"]
-
1
Finished
krenerd77
14h 5m 16s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-Symmetric_noise-0.1","CIFAR10-ResNet18-Symmetric_noise-0.2","CIFAR10-ResNet18-Symmetric_noise-0.3","CIFAR10-ResNet18-Symmetric_noise-0.4","CIFAR10-ResNet18-Symmetric_noise-0.5","CIFAR10-ResNet18-Symmetric_noise-0.8"]
-
1
Crashed
krenerd77
4d 32m 5s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_0-training.lr_0.001","CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_0-training.lr_0.01","CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_0-training.lr_0.1","CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_0-training.lr_0.3","CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_1-training.lr_0.003","CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_1-training.lr_0.03","CIFAR10-ResNet18-1CycleLR_80epoch-lr_sweep-cycle_1-training.lr_0.1"]
-
1
Finished
krenerd77
18m 41s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
CIFAR10-ResNet18-1CycleLR-debug20epoch
-
1
Finished
krenerd77
3h 27m 20s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
-
-
150.33333
-
5
256
vis/training_samples.png
4
resnet50
timm
-
2048
-
-
-
-
-
-
-
["DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_0-1000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_1-2000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_2-3000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_3-4000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_4-5000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_5-6000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_6-7000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_7-8000_samples","DatasetSizeExp-ResNet50-lr0.1-21K_Pretrained-cycle_8-9000_samples"]
-
1
Crashed
krenerd77
9d 17h 47m 51s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
50000
10000
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-Adam-lr_sweep-cycle_0-training.lr_0.0001","CIFAR10-ResNet18-Adam-lr_sweep-cycle_0-training.lr_0.00033333","CIFAR10-ResNet18-Adam-lr_sweep-cycle_0-training.lr_0.00033333333","CIFAR10-ResNet18-Adam-lr_sweep-cycle_0-training.lr_0.000333333333","CIFAR10-ResNet18-Adam-lr_sweep-cycle_0-training.lr_1e-05","CIFAR10-ResNet18-Adam-lr_sweep-cycle_0-training.lr_3.3333333e-06","CIFAR10-ResNet18-Adam-lr_sweep-cycle_1-training.lr_1e-05","CIFAR10-ResNet18-Adam-lr_sweep-cycle_1-training.lr_3.3333333e-06","CIFAR10-ResNet18-AdamW-lr_sweep-cycle_0-training.lr_0.001","CIFAR10-ResNet18-AdamW-lr_sweep-cycle_0-training.lr_3.33e-05"]
-
1
Crashed
krenerd77
4d 12h 25m 3s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
50000
10000
150.33333
-
5
256
vis/training_samples.png
4
ResNet50
custom
true
2048
-
-
-
-
-
-
-
["DatasetSizeExp-ResNet50-lr0.1-cycle_0-1000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_0-5000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_0-7000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_0-8000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_1-2000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_1-6000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_1-9000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_2-10000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_2-3000_samples","DatasetSizeExp-ResNet50-lr0.1-cycle_3-4000_samples"]
-
1
Crashed
krenerd77
4d 12h 29m 59s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
50000
10000
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["DatasetSizeExp-ResNet18-lr0.1-cycle_0-10000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_0-20000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_1-40000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_2-50000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_4-5000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_5-6000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_6-7000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_7-8000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_8-9000_samples","DatasetSizeExp-ResNet18-lr0.1-cycle_9-10000_samples"]
-
1
Crashed
krenerd77
6h 38m 49s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
50000
10000
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["SAM_ResNet18-lr0.00177-sweep-cycle_0-training.sharpness-aware.rho_0.1","SAM_ResNet18-lr0.00177-sweep-cycle_1-training.sharpness-aware.rho_0.2"]
-
1
Finished
krenerd77
15h 49m 24s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
50000
10000
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["CIFAR10-ResNet18-lr_sweep-cycle_0-training.lr_0.33333","CIFAR10-ResNet18-lr_sweep-cycle_1-training.lr_0.1","CIFAR10-ResNet18-lr_sweep-cycle_2-training.lr_0.03333","CIFAR10-ResNet18-lr_sweep-cycle_3-training.lr_0.01","CIFAR10-ResNet18-lr_sweep-cycle_4-training.lr_0.00333","CIFAR10-ResNet18-lr_sweep-cycle_5-training.lr_0.001","CIFAR10-ResNet18-lr_sweep-cycle_6-training.lr_0.00033"]
-
1
Crashed
krenerd77
11h 54m 16s
-
false
DEFAULT
["airplane","automobile","bird","cat","deer","dog","frog","horse","ship","truck"]
0.47337
0.2009
image classification
8
true
2
true
true
false
false
torchvision
CIFAR10
-
./cifar10
true
true
false
TupleToClassificationData
-
50000
10000
150.33333
-
5
256
vis/training_samples.png
4
ResNet18
custom
true
512
-
-
-
-
-
-
-
["SAM_ResNet18-lr0.1-sweep-cycle_0-training.sharpness-aware.rho_0.1","SAM_ResNet18-lr0.1-sweep-cycle_0-training.sharpness-aware.rho_0.2"]
-
1
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