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i-amgeek/conv.py

Created March 6, 2020 06:57
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Convolution Code
Raw
conv.py
for filter in 0..num_filters
for channel in 0..input_channels
for out_h in 0..output_height
for out_w in 0..output_width
for k_h in 0..kernel_height
for k_w in 0..kernel_width
output[filter, out_h, out_w] +=
kernel[filter, channel, k_h, k_w] *
input[channel, out_h + k_h, out_w + k_w]
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