uav-31-adamsdp-oft Table – Weights & Biases

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andberg9

vit-base

4mo ago

40m 55s

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["time_mask","time_stretch","sin_distortion"]

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datasets/UAV_Dataset_31

uav

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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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andberg9

vit-base

4mo ago

1h 50m 33s

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["time_mask","time_stretch","sin_distortion"]

2

datasets/UAV_Dataset_31

uav

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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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andberg9

vit-base

4mo ago

1h 50m 18s

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["time_mask","time_stretch","sin_distortion"]

2

datasets/UAV_Dataset_31

uav

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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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andberg9

vit-base

4mo ago

1h 50m 12s

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["time_mask","time_stretch","sin_distortion"]

2

datasets/UAV_Dataset_31

uav

.wav

5

16000

128

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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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andberg9

vit-base

4mo ago

1h 14m 13s

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["time_mask","time_stretch","sin_distortion"]

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datasets/UAV_Dataset_31

uav

.wav

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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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