Model
NVIDIA Deep Learning Examples
Jasper TensorRT Model (FP16, Volta, AMP, LibriSpeech)Jasper TensorRT trained with AMP on LibriSpeech, converted to FP16 format for Volta architecture
20.10.0
Copied!
1 Version
20.10.0Selected02/10/2021 12:36 AM UTC582.76 MBAccuracy: 0440 EpochsBatch Size: 512GPU: V100 Copied!
20.10.0Selected
02/10/2021 12:36 AM UTC582.76 MBAccuracy: 0440 EpochsBatch Size: 512GPU: V100
Copied!
architecture
| Key | Value |
|---|---|
| type | jasper10x5dr_speedp-online_speca: SpecAugment (2x20, 3x75); Speed perturbation U(0.85, 1.15) |
performance
| Key | Value |
|---|---|
| dev_clean_wer | 3.20 |
| dev_other_wer | 9.74 |
| test_clean_wer | 3.38 |
| test_other_wer | 9.66 |
training
| Key | Value |
|---|---|
| batch_size | 512 |
| dataset | LibriSpeech |
| epochs | 440 |
| training_precision | AMP |