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openvinotoolkit / openvino

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
https://docs.openvino.ai
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Unsupported layer type "ScatterNDUpdate on NPU #25607

Open IkrameBeggar opened 2 months ago

IkrameBeggar commented 2 months ago

Hello everyone, I have a pose estimation model(SPNv2). I converted the model from Pytorch FP32 to OpenVINO FP16 IR representation (passing by onnx).

OpenVINO version: 2022.3.1

When I tried to run the model on NCS2 I had this error:

Traceback (most recent call last): File "test_spnv2_myriad.py", line 49, in compiled_model = ie_core.compile_model(model=model, device_name="MYRIAD") File "/opt/intel/openvino_2022.3.1/python/python3.8/openvino/runtime/ie_api.py", line 399, in compile_model super().compile_model(model, device_name, {} if config is None else config), RuntimeError: [ GENERAL_ERROR ] /home/jenkins/agent/workspace/private-ci/ie/build-linux-ubuntu20/b/repos/openvino/src/plugins/intel_myriad/graph_transformer/src/frontend/frontend.cpp:596 Failed to compile layer "ScatterND_8672": unsupported layer type "ScatterNDUpdate"

Can anyone help me with this please?

Maxim-Doronin commented 2 months ago

Hi! Please indicate OpenVINO version that you're currently using

IkrameBeggar commented 2 months ago

Hi! Please indicate OpenVINO version that you're currently using

I'm using OpenVINO version 2022.3.1

avitial commented 1 month ago

@IkrameBeggar AFAIK and as per https://github.com/openvinotoolkit/openvino/issues/13594, ScatterNDUpdate is not supported by Myriad/HDDL plugins (NCS2), only ScatterUpdate type is. In case you are using PyTorch check this comment and see if its relevant to your model https://github.com/openvinotoolkit/openvino/issues/3882#issuecomment-834382914. Hope this helps.