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Jasper TorchScript Model (FP16, AMP, LibriSpeech)
Model
NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
Jasper TorchScript Model (FP16, AMP, LibriSpeech)

Jasper TorchScript model in FP16 format trained with AMP on LibriSpeech

1 Version
20.10.0Selected
02/10/2021 12:32 AM UTC581.57 MBAccuracy: 0440 EpochsBatch Size: 512GPU: A100
architecture
KeyValue
typejasper10x5dr_speedp-online_speca: SpecAugment (2x20, 3x75); Speed perturbation U(0.85, 1.15)
performance
KeyValue
dev_clean_wer3.20
dev_other_wer9.74
test_clean_wer3.38
test_other_wer9.66
training
KeyValue
batch_size512
datasetLibriSpeech
epochs440
training_precisionAMP