Training-aware Quantization - Expert¶
Category: callback.quantization
Version: 1.0.0
UUID: 65c23cf016801964b49a3d1eaf1ebf9f75519017453ea2ee7986b567bc8bcf9b
Execution context: leip_af
Choice Priority: 350.0
Value Parameters¶
| Name | Synonyms | Type | Values |
|---|---|---|---|
| Which loss functions to apply | quantization.aware_training.apply_loss |
choice | ['soft'] (Only soft quantization)['fp32', 'soft'] (Unquantized and soft quantization) |
| Percentile | quantization.aware_training.percentile |
scalar | float |
| Quantization Policy | quantization.aware_training.policy |
scalar | string |
| Quantizer | quantization.quantizer |
choice | tanhpwl (Piecewise linear) |
| Quantizer exceptions | quantization.aware_training.exceptions |
list | string |
| Step Scale | quantization.aware_training.step_scale |
scalar | float |
This component fits into¶
| Name | UUID | Synonyms |
|---|---|---|
| Full Recipe | 4511dd... |
callbacks |