Unbearable-Weight-Results Table

Andberg9's workspace

Runs

final_average_val_acc

final_std_val_acc

0.97645

0.0029915

0.97613

0.0043757

0.97581

0.0028852

0.97452

0.0077955

0.97129

0.0049345

0.97065

0.0075238

0.97

0.0049556

0.96968

0.0067972

0.96742

0.0023705

0.9671

0.0071842

0.96516

0.010129

0.96484

0.015041

0.96387

0.0099217

0.96355

0.010872

0.96258

0.0082495

0.96226

0.0048495

0.96097

0.0074543

0.96

0.0042552

0.95871

0.0065794

0.95742

0.010129

Aug 29 '25 20:44

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='efficientnet_b7' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='batchnorm' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 23:51

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='efficientnet_b0' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 29 '25 09:09

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='efficientnet_b7' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 29 '25 17:06

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='efficientnet_b7' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='ssf' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 11:32

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='mobilenet_v3_small' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 07:40

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='resnet152' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='ssf' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 22:23

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

Aug 27 '25 19:30

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='resnet18' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Sep 01 '25 17:43

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='oft' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 29 '25 03:16

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='efficientnet_b0' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='ssf' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 30 '25 05:56

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 10:09

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='resnet152' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='batchnorm' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 16:12

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='mobilenet_v3_large' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 17:30

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

Sep 02 '25 17:30

Sep 02 '25 12:47

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='vit-base' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='oft' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 29 '25 05:46

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='efficientnet_b7' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Sep 02 '25 17:31

Sep 01 '25 19:52

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='vit-base' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 27 '25 21:51

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='resnet18' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='ssf' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 28 '25 22:05

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='mobilenet_v3_large' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='batchnorm' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

Aug 30 '25 13:57

Finished

1mo ago

["time_stretch","sin_distortion"]

/app/src/datasets/UAV_Dataset_31

uav

.wav

16000

128

1024

128

16000

melspectrogram

model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=5 pinned_memory=True epochs=20 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=2 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=True k_folds=5 adapter_type='none-full' compute_fisher=False fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='test_loss' mode='min' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=1 strategy='ddp'

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