| !LayerPruningModifier | |
| end_epoch: -1.0 | |
| layers: ['bert.encoder.layer.6', 'bert.encoder.layer.7', 'bert.encoder.layer.8', 'bert.encoder.layer.9', 'bert.encoder.layer.10', 'bert.encoder.layer.11'] | |
| start_epoch: -1.0 | |
| update_frequency: -1.0 | |
| !QuantizationModifier | |
| disable_quantization_observer_epoch: 5.0 | |
| end_epoch: -1.0 | |
| freeze_bn_stats_epoch: 5.0 | |
| quantize_embeddings: 1 | |
| start_epoch: 0.0 | |
| submodules: ['bert.embeddings', 'qa_outputs', 'bert.encoder'] | |