Andberg9's workspace
Runs
20
Name
20 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
Failed
andberg9
ensemble
1m 13s
-
["time_mask","time_stretch"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 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=False 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='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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Failed
andberg9
ensemble
10s
-
["time_mask","time_stretch"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 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=False 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='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=True num_gpus=2 strategy='ddp'
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Failed
andberg9
ensemble
10s
-
["time_mask","time_stretch"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 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=False 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='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=True num_gpus=2 strategy='ddp'
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Failed
andberg9
ensemble
10s
-
["time_mask","time_stretch"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=32 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 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=False 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='val_acc' mode='max' save_top_k=1 test_during_training=True test_during_training_freq=1 distributed_training=True num_gpus=2 strategy='ddp'
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Finished
andberg9
ensemble
29s
-
["time_mask","time_stretch"]
0
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
-
2
none-full
32
true
false
true
true
90
100
false
0
5
max
ast
val_acc
5
2
15
true
false
true
true
false
1
42
ddp_spawn
9
Failed
andberg9
ensemble
2m 21s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
1h 27m 39s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
29m 11s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='ast' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
49m 28s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='efficientnet_b4' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
26m 35s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='efficientnet_b4' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
28m 29s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='efficientnet_b0' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
29m 19s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='efficientnet_b0' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
14m 34s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-classifier' compute_fisher=False 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
ensemble
37m 11s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
21m 15s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False k_folds=5 adapter_type='none-classifier' compute_fisher=False 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
ensemble
1h 19m 29s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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
ensemble
4m 17s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=14 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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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Failed
andberg9
ensemble
2m 21s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 save_model=False from_scratch=False test_size=0.0 inference_size=0.0 val_size=0.2 sweep_count=9 accumulation_steps=3 patience=15 use_wandb=True use_sweep=False torch_viz=False use_kfold=False 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='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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Failed
andberg9
ensemble
2m 21s
-
["time_mask","time_stretch"]
2
datasets/ESC-50-master/classes
esc50
.wav
true
5
16000
false
128
1024
128
40
2
44100
melspectrogram
model_type='resnet152' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 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=False 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='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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Killed
andberg9
ensemble
41m 39s
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model_type='resnet152' save_dataloader=False batch_size=16 seed=42 num_cuda_workers=5 pinned_memory=True epochs=90 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=False 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='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 20