diff options
Diffstat (limited to 'test/bntest.lua')
| -rw-r--r-- | test/bntest.lua | 19 |
1 files changed, 19 insertions, 0 deletions
diff --git a/test/bntest.lua b/test/bntest.lua new file mode 100644 index 0000000..8ebd1fa --- /dev/null +++ b/test/bntest.lua @@ -0,0 +1,19 @@ +require 'cunn' +require 'cudnn' + +local h=5 +local w=5 +local bsz=4 +local from=4 +local input = torch.randn(bsz,from,h,w):cuda() +local gradOutput = torch.randn(bsz,from,h,w):cuda() +local cbn = cudnn.SpatialBatchNormalization(bsz, 1e-3):cuda() +local gbn = nn.SpatialBatchNormalization(bsz, 1e-3):cuda() +local groundtruth = gbn:forward(input) +local rescuda = cbn:forward(input) +local resgrad = cbn:backward(input, gradOutput) +local groundgrad = gbn:backward(input, gradOutput) +local error = (rescuda:float() - groundtruth:float()):abs():max() +print("error",error) +error = (resgrad:float() - groundgrad:float()):abs():max() +print("error back",error) |