_scott's workspace
Runs
12
Name
12 visualized
cfg/optim/lr
0.01
0.01
0.01
0.01
0.01
-
-
-
-
-
-
-
cfg/decoder/_target_
cfg/decoder/feat_in
cfg/decoder/num_classes
cfg/decoder/vocabulary
cfg/encoder/_target_
cfg/encoder/activation
cfg/encoder/conv_mask
cfg/encoder/feat_in
cfg/encoder/jasper
cfg/optim/betas
cfg/optim/name
cfg/optim/sched/last_epoch
cfg/optim/sched/min_lr
cfg/optim/sched/monitor
cfg/optim/sched/name
cfg/optim/sched/reduce_on_plateau
cfg/optim/sched/warmup_ratio
cfg/optim/sched/warmup_steps
cfg/optim/weight_decay
cfg/preprocessor/_target_
cfg/preprocessor/dither
cfg/preprocessor/features
cfg/preprocessor/frame_splicing
cfg/preprocessor/n_fft
cfg/preprocessor/normalize
cfg/preprocessor/sample_rate
cfg/preprocessor/stft_conv
cfg/preprocessor/window
cfg/preprocessor/window_size
cfg/preprocessor/window_stride
cfg/spec_augment/_target_
cfg/spec_augment/rect_freq
cfg/spec_augment/rect_masks
cfg/spec_augment/rect_time
cfg/train_ds/batch_size
cfg/train_ds/is_tarred
cfg/train_ds/labels
cfg/train_ds/manifest_filepath
cfg/train_ds/max_duration
cfg/train_ds/sample_rate
cfg/train_ds/shuffle
cfg/train_ds/tarred_audio_filepaths
cfg/train_ds/tarred_shard_strategy
cfg/train_ds/trim_silence
cfg/validation_ds/batch_size
cfg/validation_ds/labels
cfg/validation_ds/manifest_filepath
cfg/validation_ds/sample_rate
cfg/validation_ds/shuffle
dropout
exp_manager.create_checkpoint_callback
nemo.collections.asr.modules.ConvASRDecoder
1024
28
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
nemo.collections.asr.modules.ConvASREncoder
relu
true
64
["{'filters': 128, 'repeat': 1, 'kernel': [11], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [13], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [15], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [17], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [19], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [21], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 1024, 'repeat': 1, 'kernel': [1], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}"]
[0.8,0.5]
novograd
-1
0
val_loss
CosineAnnealing
false
None
None
0.001
nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
0.00001
64
1
512
per_feature
16000
false
hann
0.02
0.01
nemo.collections.asr.modules.SpectrogramAugmentation
50
5
120
32
false
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/train_manifest.json
16.7
16000
true
None
scatter
true
32
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/test_manifest.json
16000
false
0
true
nemo.collections.asr.modules.ConvASRDecoder
1024
28
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
nemo.collections.asr.modules.ConvASREncoder
relu
true
64
["{'filters': 128, 'repeat': 1, 'kernel': [11], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [13], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [15], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [17], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [19], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [21], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 1024, 'repeat': 1, 'kernel': [1], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}"]
[0.8,0.5]
novograd
-1
0
val_loss
CosineAnnealing
false
None
None
0.001
nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
0.00001
64
1
512
per_feature
16000
false
hann
0.02
0.01
nemo.collections.asr.modules.SpectrogramAugmentation
50
5
120
32
false
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/train_manifest.json
16.7
16000
true
None
scatter
true
32
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/test_manifest.json
16000
false
0
true
nemo.collections.asr.modules.ConvASRDecoder
1024
28
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
nemo.collections.asr.modules.ConvASREncoder
relu
true
64
["{'filters': 128, 'repeat': 1, 'kernel': [11], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [13], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [15], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [17], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [19], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [21], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 1024, 'repeat': 1, 'kernel': [1], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}"]
[0.8,0.5]
novograd
-1
0
val_loss
CosineAnnealing
false
None
None
0.001
nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
0.00001
64
1
512
per_feature
16000
false
hann
0.02
0.01
nemo.collections.asr.modules.SpectrogramAugmentation
50
5
120
32
false
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/train_manifest.json
16.7
16000
true
None
scatter
true
32
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/test_manifest.json
16000
false
0
true
nemo.collections.asr.modules.ConvASRDecoder
1024
28
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
nemo.collections.asr.modules.ConvASREncoder
relu
true
64
["{'filters': 128, 'repeat': 1, 'kernel': [11], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [13], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [15], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [17], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [19], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [21], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 1024, 'repeat': 1, 'kernel': [1], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}"]
[0.8,0.5]
novograd
-1
0
val_loss
CosineAnnealing
false
None
None
0.001
nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
0.00001
64
1
512
per_feature
16000
false
hann
0.02
0.01
nemo.collections.asr.modules.SpectrogramAugmentation
50
5
120
32
false
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/train_manifest.json
16.7
16000
true
None
scatter
true
32
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/test_manifest.json
16000
false
0
true
nemo.collections.asr.modules.ConvASRDecoder
1024
28
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
nemo.collections.asr.modules.ConvASREncoder
relu
true
64
["{'filters': 128, 'repeat': 1, 'kernel': [11], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [13], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [15], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [17], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [19], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': True, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 256, 'repeat': 1, 'kernel': [21], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}","{'filters': 1024, 'repeat': 1, 'kernel': [1], 'stride': [1], 'dilation': [1], 'dropout': 0.0, 'residual': False, 'separable': True, 'se': True, 'se_context_size': -1}"]
[0.8,0.5]
novograd
-1
0
val_loss
CosineAnnealing
false
None
None
0.001
nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
0.00001
64
1
512
per_feature
16000
false
hann
0.02
0.01
nemo.collections.asr.modules.SpectrogramAugmentation
50
5
120
32
false
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/train_manifest.json
16.7
16000
true
None
scatter
true
32
[" ","a","b","c","d","e","f","g","h","i","j","k","l","m","n","o","p","q","r","s","t","u","v","w","x","y","z","'"]
./an4/test_manifest.json
16000
false
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1-12
of 12