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Description
Problem description:
Paddle2ONNX creates ReduceMin ops (which currently aren't supported by the destination platform) .
This even though only Min is used by the Paddle model as verified in Netron.
(Avoided ReduceMin by running PaddleDetection PIR mode).
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Architecture: PicoDet
- backbone: LCNet
- neck: LCPAN
- head: PicoHeadV2
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act: set to Relu6 everywhere*
* Note that I had to patch PaddleDetection for it to stick to Relu6 for ESP-DL compatibility reasons.
More information:
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Inference engine for deployment:
ESP-DL -
Why it needs to be converted to ONNX format:
See above. -
Paddle2ONNX version:
paddle2onnx-1.3.1 with python>=3.8, paddlepaddle>=2.0.0