Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.
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support suppressing flex ops for MatMulInteger #634
Currently, MatMulInteger is implemented as tf matmul with int32 inputs/outputs, which leads to generation of Flex(Batch)MatMul ops.
2. Summary of corrections
When -rtpo MatMulInteger is specified, inputs of MatMulInteger are casted to float32 instead, allowing the node to be converted to the builtin FullyConnected or BatchMatMul ops.
3. Before/After (If there is an operating log that can be used as a reference)
ONNX input:
Before:
After:
4. Issue number (only if there is a related issue)
PINTO0309
commented
6 months ago
1. Content and background
Currently, MatMulInteger is implemented as tf matmul with int32 inputs/outputs, which leads to generation of Flex(Batch)MatMul ops.
2. Summary of corrections
When
-rtpo MatMulIntegeris specified, inputs of MatMulInteger are casted to float32 instead, allowing the node to be converted to the builtin FullyConnected or BatchMatMul ops.3. Before/After (If there is an operating log that can be used as a reference)
ONNX input:
Before:
After:
4. Issue number (only if there is a related issue)