Andberg9's workspace
Runs
27
Name
27 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
augmentation_config.augmentations
augmentation_config.augmentations_per_sample
dataset_config.data_path
dataset_config.dataset_type
dataset_config.file_extension
dataset_config.fold_based_split
dataset_config.target_duration
dataset_config.target_sr
dataset_config.use_esc10_subset
feature_extraction_config.hop_length
feature_extraction_config.n_fft
feature_extraction_config.n_mels
feature_extraction_config.n_mfcc
feature_extraction_config.power
feature_extraction_config.sampling_rate
feature_extraction_config.type
general_config
general_config.accumulation_steps
general_config.adapter_type
general_config.batch_size
general_config.checkpointing
general_config.compute_fisher
general_config.distributed_training
general_config.early_stopping
general_config.epochs
general_config.fisher_mc_samples
general_config.from_scratch
general_config.inference_size
general_config.k_folds
general_config.mode
general_config.model_type
general_config.monitor
general_config.num_cuda_workers
general_config.num_gpus
general_config.patience
general_config.pinned_memory
general_config.save_dataloader
general_config.save_fim_epochs
general_config.save_fim_heatmap
general_config.save_model
general_config.save_top_k
general_config.seed
general_config.strategy
general_config.sweep_count
Finished
andberg9
vit-base
7m 9s
-
["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
-
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='oft' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
6m 29s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
-
128
1024
128
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16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='oft' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
6m 24s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
-
128
1024
128
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16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='oft' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
5m 19s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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128
1024
128
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16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-full' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
9m 38s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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128
1024
128
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16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-full' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
5m 19s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
-
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-full' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
5m 18s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
-
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=6 pinned_memory=True epochs=10 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-full' compute_fisher=True fisher_mc_samples=100 save_fim_heatmap=True save_fim_epochs=True early_stopping=True checkpointing=True monitor='val_acc' mode='max' 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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Finished
andberg9
vit-base
47m 9s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-classifier' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 17m 10s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-full' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 23m 26s
-
["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='bitfit' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 16m 19s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='layernorm' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 52m 36s
-
["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='adalora' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 42m 33s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='lora' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
2h 28m 35s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='hra' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 30m 31s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='ia3' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
1h 41m 30s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='ssf' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
3h 25m 41s
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["time_mask","time_stretch","sin_distortion"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='oft' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
18m 12s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-classifier' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
30m 33s
-
["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-full' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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Finished
andberg9
vit-base
30m 22s
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["time_mask","time_stretch","sin_distortion"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='ast' save_dataloader=False batch_size=8 seed=42 num_cuda_workers=2 pinned_memory=True epochs=30 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=200 accumulation_steps=1 patience=20 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='bitfit' early_stopping=True checkpointing=True monitor='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=False num_gpus=2 strategy='ddp'
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of 27