tensorflow-xnor-bnn
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AngusG
BinaryNets in TensorFlow with XNOR GEMM op
In the implementation for the CNN and fully connected layers, why has no bias been used? Is there any specific reason for this? @AngusG
While i am trying to run tf_gemm_op.py the following error occurs: \libs\gemm_op.so not found. I dont know how to get this file
I followed your instructions and the 'make' is correctly done. But when I run 'python test_gemm_op.py', I got the errors, `/usr/local/lib/python3.6/dist-packages/numpy/lib/type_check.py:546: DeprecationWarning: np.asscalar(a) is deprecated since NumPy v1.16, use a.item()...
What is the difference between binary_conv_net.py and binary_net.py? Is the xnor operation done on the convolution layers in such a way that, matrix elements work with xnor operation and pop-count...
error: ValueError: ('Input has undefined rank:', TensorShape(None))
I'm a beginner about this,and when I was compile the `gemm_op.so` library,I was caught in a problem. when i run `make` in the directory,there is a mistake as: `nvcc -std=c++11...
Hi, I ran a test with both --binary and --xnor set. Here are the errors, 2018-04-26 10:34:44.400066: I tensorflow/core/common_runtime/gpu/gpu_device.cc:961] DMA: 0 2018-04-26 10:34:44.400072: I tensorflow/core/common_runtime/gpu/gpu_device.cc:971] 0: Y 2018-04-26 10:34:44.400080: I...
Thanks for all these work! It's the only xnor gpu kernel I found so far. but I notice that: ``` # This is not a binary op right now... h_conv2...
Hey guys i'm reading a lot of binary networks but i only find information of how to train and test using MNIST, ImageNet, CIFAR... But i need to train and...
In the source code, the data structure used in the operation is INT8, I wonder if this is really 1 bit operation？
