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With TfLite, the last EfficientDet op (TFLite_Detection_PostProcess) is not supported on the GPU #1174

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saad-palapa opened this issue Sep 26, 2022 · 0 comments
Open

With TfLite, the last EfficientDet op (TFLite_Detection_PostProcess) is not supported on the GPU #1174

saad-palapa opened this issue Sep 26, 2022 · 0 comments

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@saad-palapa
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saad-palapa commented Sep 26, 2022 •
edited

I'm running the TfLite model analyzer on the EfficientDet TfLite file like so:

model_path = "/content/efficientdet.tflite"
tf.lite.experimental.Analyzer.analyze(model_path=model_path, gpu_compatibility=True)

One output line shows that the last layer is not a supported TfLite GPU operation:

GPU COMPATIBILITY WARNING: Not supported custom op TFLite_Detection_PostProcess

GPU COMPATIBILITY WARNING: Subgraph#0 has GPU delegate compatibility issues at nodes 482 with TFLite runtime version 2.8.2

This is causing latency issues. Any ideas on how to fix this?
@saad-palapa saad-palapa changed the title In TfLite, one Efficientdet op is not running on the GPU With TfLite, the last EfficientDet op is not supported on the GPU Sep 26, 2022
@saad-palapa saad-palapa changed the title With TfLite, the last EfficientDet op is not supported on the GPU With TfLite, the last EfficientDet op (TFLite_Detection_PostProcess) is not supported on the GPU Sep 26, 2022
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