Xenova
/

mobilevit-small-variants

Image Classification

Transformers.js

Model card Files Files and versions Community

mobilevit-small-variants / quantize_config.json

Xenova's picture

Xenova HF staff

Upload 9 files

f481066 verified 3 months ago

raw history blame contribute delete

No virus

2.81 kB

	{
	"q8": {
	"per_channel": true,
	"reduce_range": true,
	"quantize_mode": "q8",
	"per_model_config": {
	"model": {
	"op_types": [
	"Mul",
	"Unsqueeze",
	"Transpose",
	"Sqrt",
	"Sub",
	"ReduceMean",
	"Div",
	"Reshape",
	"Softmax",
	"Shape",
	"MatMul",
	"Conv",
	"Add",
	"Pow",
	"Sigmoid",
	"Concat",
	"Constant",
	"Gather",
	"Gemm"
	],
	"weight_type": "QUInt8"
	}
	}
	},
	"int8": {
	"per_channel": true,
	"reduce_range": true,
	"quantize_mode": "int8",
	"per_model_config": {
	"model": {
	"op_types": [
	"Mul",
	"Unsqueeze",
	"Transpose",
	"Sqrt",
	"Sub",
	"ReduceMean",
	"Div",
	"Reshape",
	"Softmax",
	"Shape",
	"MatMul",
	"Conv",
	"Add",
	"Pow",
	"Sigmoid",
	"Concat",
	"Constant",
	"Gather",
	"Gemm"
	],
	"weight_type": "QInt8"
	}
	}
	},
	"uint8": {
	"per_channel": true,
	"reduce_range": true,
	"quantize_mode": "uint8",
	"per_model_config": {
	"model": {
	"op_types": [
	"Mul",
	"Unsqueeze",
	"Transpose",
	"Sqrt",
	"Sub",
	"ReduceMean",
	"Div",
	"Reshape",
	"Softmax",
	"Shape",
	"MatMul",
	"Conv",
	"Add",
	"Pow",
	"Sigmoid",
	"Concat",
	"Constant",
	"Gather",
	"Gemm"
	],
	"weight_type": "QUInt8"
	}
	}
	},
	"q4": {
	"per_channel": true,
	"reduce_range": true,
	"quantize_mode": "q4",
	"per_model_config": {}
	},
	"bnb4": {
	"per_channel": true,
	"reduce_range": true,
	"quantize_mode": "bnb4",
	"per_model_config": {}
	}
	}