Hi,
I try to convert the model provided by you and it looks like it is not be able to fully run in FPGA. The model will need to run on both CPU and FPGA.
I suspect that the hang issue might be due to the CPU side. The testing that was done is on Resnet model which can be fully run in FPGA.
Below is the summary of the analysis when converting the model.
List of reasons for unsupporting layers:
- Transpose_1482: General reshape is not supported when the input surface size (HxWxD) is greater than 10 or when CVEC != KVEC or when target_surface_size * CVEC (0) > 8192.
- Transpose_1482: General reshape is not supported when the target channel dimension is greater than the input channel dimension
Original graph per layer support information analysis:
Original Layer Name: Identity
Causative reasons for CPU placement:
- Transpose_1482: General reshape is not supported when the input surface size (HxWxD) is greater than 10 or when CVEC != KVEC or when target_surface_size * CVEC (0) > 8192.
- Transpose_1482: General reshape is not supported when the target channel dimension is greater than the input channel dimension
Original Layer Name: Transpose_1482
Causative reasons for CPU placement:
- Transpose_1482: General reshape is not supported when the input surface size (HxWxD) is greater than 10 or when CVEC != KVEC or when target_surface_size * CVEC (0) > 8192.
- Transpose_1482: General reshape is not supported when the target channel dimension is greater than the input channel dimension
Original Layer Name: Constant_5670
Causative reasons for CPU placement:
- Transpose_1482: General reshape is not supported when the input surface size (HxWxD) is greater than 10 or when CVEC != KVEC or when target_surface_size * CVEC (0) > 8192.
- Transpose_1482: General reshape is not supported when the target channel dimension is greater than the input channel dimension