Andberg9's workspace
Runs
12
Name
12 visualized
val_acc
final_average_val_acc
0.81
0.84
0.8
0.8375
0.79
0.8145
0.795
0.811
0.805
0.8105
0.73
0.8085
0.7625
0.7935
0.77
0.784
0.76
0.7745
0.755
0.774
0.765
0.7665
0.725
0.731
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.distributed_training
general_config.early_stopping
general_config.epochs
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_model
general_config.save_top_k
general_config.seed
general_config.strategy
general_config.sweep_count
general_config.test_during_training
general_config.test_during_training_freq
general_config.test_size
general_config.torch_viz
Finished
andberg9
vit-base
2h 10m 11s
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[]
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=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
3h 14m 11s
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[]
1
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=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
3h 33m 20s
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[]
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=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
41m 2s
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[]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='deit-base' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
34m 30s
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[]
1
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='deit-base' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
1h 32m 12s
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[]
1
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='vit-large' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
1h 39m 50s
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[]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='vit-large' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
24m 6s
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[]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='deit-base' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
36m 42s
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[]
1
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='vit-base' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
1h 3m 2s
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[]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='vit-large' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
45m 41s
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[]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='vit-base' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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Finished
andberg9
vit-base
23m 27s
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[]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
16000
melspectrogram
model_type='vit-base' save_dataloader=False batch_size=12 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=5 use_wandb=True use_sweep=False torch_viz=False use_kfold=True 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=1 strategy='ddp'
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