Problem in FC layers

[manojrohit]

Hello @wickedfoo,
Readme specifies to use python3.x for validating the model. However, there is a memory mapping error while programming the FPGA. Using python2.x solves that issue. However, the fully connected layer has a problem.

Traceback (most recent call last):
File "run_fpga_resnet.py", line 103, in
reference_model=cpu_model)
File "/home/manoj/git/deepfloat/py/validate.py", line 112, in validate
output = fpga_h.forward(input)
File "run_fpga_resnet.py", line 37, in forward
self.output_p = self.model.forward(*dev + (input_p, ))
File "/home/manoj/git/deepfloat/py/fpga_resnet.py", line 209, in forward
x = self.fc.forward(context, program, queue, x)
RuntimeError: Assert failed at /home/manoj/git/deepfloat/cpp/ops/TensorMath.cpp line 217

line 217: CL_ASSERT(a.getSize(1) == b.getSize(0));