ONNXRuntime Quantizer¶
Category: quantizer.onnx
Version: 1.0.0
UUID: 46ab87e8a9f61e3fa746b2292eb33d1ae51d164bff291aca0ee0d96d10e57a8f
Execution context: leip_forge
Choice Priority: 0.7
Subcomponent Parameters¶
| Name | Synonyms | Allowable Categories |
|---|---|---|
| Calibrator | calibrator |
calibrator.none,calibrator.onnx |
Value Parameters¶
| Name | Synonyms | Type | Values |
|---|---|---|---|
| Activation Data Type | quantizer.activation_dtype |
choice | int8uint8 |
| Calibration Method | quantizer.calib_method |
choice | averageentropyminmaxpercentile |
| Kernel Data Type | quantizer.kernel_dtype |
choice | int8uint8None |
| Per-channel Quantization | quantizer.per_channel |
scalar | bool |
| Quantization Type | quantizer.quant_type |
choice | staticdynamicany |
This component fits into¶
| Name | UUID | Synonyms |
|---|---|---|
| ONNXRuntime | 375adc... |
quantizer |