Andberg9's workspace
Runs
12
Name
12 visualized
val_acc
0.8625
0.8375
0.825
0.875
0.8125
0.8625
0.8
0.8
0.825
0.875
0.875
0.8625
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
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
general_config.use_kfold
Finished
andberg9
vit-base
7m 27s
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[]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
8m 31s
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[]
1
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
9m 46s
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[]
2
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
14m 13s
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[]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
14m 43s
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[]
1
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
20m 31s
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[]
2
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
9m 1s
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[]
2
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
8m 43s
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[]
1
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
7m 50s
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[]
0
datasets/ESC-10-master/classes
esc10
.wav
true
5
16000
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
50m 29s
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[]
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=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
25m 29s
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[]
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=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
38m 1s
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[]
1
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=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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of 12