When I use the snpe-pytorch-to-dlc to converse the 'resnet100' , the following warning appears, and I try to set imagesize to(224, 224), there is no this problem. But my imagesize must be 1280*720 in application. It is what causes the problem? What should I do to solve the problem?
snpe-pytorch-to-dlc problem
Posted: Mon, 2022-03-28 02:20
"snpe-1.59.0.3230/lib/python/qti/aisw/converters/backend/ir_to_dlc.py:189: RuntimeWarning: info_code=802;
message=Layer parameter value is invalid in GPU.
Layer input : output width = 720, depth = 1280 width * depth (packed) = 230400 exceeds maximum image width 16384 for Adreno A650; component=GPU Runtime; line_no=981; thread_id=139824093290688
Dear customer,
SNPE only support single dimension input tensor instead of muliple dimension at the end while SNPE compiled with offline mode.
If you want to run with 1280x720, the input dimension shall be set to 1280x720 rather than 224x224.
BR.
Wei