vai_q_onnx Supported Operations and APIs - 3.5 English

Vitis AI User Guide (UG1414)

Document ID
UG1414
Release Date
2023-09-28
Version
3.5 English

The following table lists the quantization-supported operations and APIs for vai_q_onnx. Operations not in this list are skipped during quantization and remain untouched in the output model.

Table 1. vai_q_onnx Supported Operations
Operation Type  Description
Conv  
ConvTranspose  
Gemm  
BatchNorm Will be fused with previous "Conv" op
Add  
Concat  
Relu  
Reshape  
Transpose  
Squeeze  
Resize  
MaxPool  
GlobalAveragePool  
AveragePool  
MatMul  
Mul  
Sigmoid  
Softmax