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DoanNguyenTrong / object-detection-tflite-cpp

#object detection #rb5 #qualcomm #hexagon #gpu #inference
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OP is supported, but tensor type isn't matched! #3

Open skbhat opened 7 months ago

skbhat commented 7 months ago

Namaste,

I am not able to run the detection on GPU of RB5 processor. When I am running the detector (I am using a video file as input), I am getting following message:

sh-5.0# ./object-detector 0 ../test_for_rb5.mp4 GPU Delegate! Video source: ../test_for_rb5.mp4 EXISTS: models/default/detect.tflite EXISTS: models/default/labelmap.txt Loading: models/default/labelmap.txt Done!! Loading: models/default/detect.tflite Done!! WARNING: Created TensorFlow Lite XNNPACK delegate for CPU. Done!! Quantized model! Can use Hexagon Delegate! Enabling GPU Delegate! INFO: Created TensorFlow Lite delegate for GPU. : Following operations are not supported by GPU delegate: CONCATENATION: OP is supported, but tensor type isn't matched! CONV_2D: OP is supported, but tensor type isn't matched! CUSTOM TFLite_Detection_PostProcess: TFLite_Detection_PostProcess DEPTHWISE_CONV_2D: OP is supported, but tensor type isn't matched! LOGISTIC: OP is supported, but tensor type isn't matched! RESHAPE: OP is supported, but tensor type isn't matched! No operations will run on the GPU, and all 64 operations will run on the CPU. INFO: Created 0 GPU delegate kernels.

Thanks in advance for any pointers.