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quant_operator_usage.md

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Operator Count
Gather 1672
QLinearConv 1139
Unsqueeze 888
Mul 587
Cast 502
DequantizeLinear 461
Squeeze 428
Reshape 384
Add 361
Concat 355
Slice 329
QuantizeLinear 291
QLinearAdd 275
Shape 275
NonZero 210
ConstantOfShape 195
Sub 179
NonMaxSuppression 172
Transpose 160
BatchNormalization 113
MatMulInteger 96
DynamicQuantizeLinear 82
QLinearLeakyRelu 72
QLinearConcat 64
QLinearMul 62
MaxPool 55
Clip 52
ReduceMean 51
PRelu 50
Relu 41
Div 39
Sum 35
Expand 33
Exp 30
Sqrt 28
QLinearMatMul 27
Softmax 27
Split 27
Reciprocal 25
Equal 24
ReduceMin 16
TopK 15
Sigmoid 15
RoiAlign 12
ScatterElements 12
Less 12
FusedMatMul 12
Pow 12
Tanh 12
LRN 10
Resize 10
QLinearSigmoid 10
Not 10
Ceil 8
Loop 8
Flatten 7
Tile 7
QLinearAveragePool 5
Log 5
And 5
DynamicQuantizeLSTM 5
QLinearGlobalAveragePool 4
Conv 4
CategoryMapper 4
ReduceSum 4
Floor 3
ReduceMax 3
Greater 2
ConvInteger 2
MatMul 2
AveragePool 1
Gemm 1
ConvTranspose 1
Abs 1
Scan 1
ArgMax 1
Hardmax 1
Compress 1
OneHot 1
Identity 1