| { | |
| "fp16": {}, | |
| "q8": { | |
| "per_model_config": { | |
| "model": { | |
| "op_types": [ | |
| "Add", | |
| "BatchNormalization", | |
| "Constant", | |
| "Conv", | |
| "Div", | |
| "Erf", | |
| "Flatten", | |
| "Gemm", | |
| "GlobalAveragePool", | |
| "Identity", | |
| "Mul", | |
| "ReduceMean", | |
| "Relu", | |
| "Sigmoid", | |
| "Sub" | |
| ], | |
| "weight_type": "QUInt8" | |
| } | |
| }, | |
| "per_channel": false, | |
| "reduce_range": false | |
| }, | |
| "int8": { | |
| "per_model_config": { | |
| "model": { | |
| "op_types": [ | |
| "Add", | |
| "BatchNormalization", | |
| "Constant", | |
| "Conv", | |
| "Div", | |
| "Erf", | |
| "Flatten", | |
| "Gemm", | |
| "GlobalAveragePool", | |
| "Identity", | |
| "Mul", | |
| "ReduceMean", | |
| "Relu", | |
| "Sigmoid", | |
| "Sub" | |
| ], | |
| "weight_type": "QInt8" | |
| } | |
| }, | |
| "per_channel": false, | |
| "reduce_range": false | |
| }, | |
| "uint8": { | |
| "per_model_config": { | |
| "model": { | |
| "op_types": [ | |
| "Add", | |
| "BatchNormalization", | |
| "Constant", | |
| "Conv", | |
| "Div", | |
| "Erf", | |
| "Flatten", | |
| "Gemm", | |
| "GlobalAveragePool", | |
| "Identity", | |
| "Mul", | |
| "ReduceMean", | |
| "Relu", | |
| "Sigmoid", | |
| "Sub" | |
| ], | |
| "weight_type": "QUInt8" | |
| } | |
| }, | |
| "per_channel": false, | |
| "reduce_range": false | |
| }, | |
| "q4": { | |
| "block_size": 32, | |
| "is_symmetric": true, | |
| "accuracy_level": null | |
| }, | |
| "bnb4": { | |
| "block_size": 64, | |
| "quant_type": 1 | |
| } | |
| } |