diff options
Diffstat (limited to 'test')
| -rw-r--r-- | test/test.lua | 10 |
1 files changed, 10 insertions, 0 deletions
diff --git a/test/test.lua b/test/test.lua index c88c908..8b4cfb9 100644 --- a/test/test.lua +++ b/test/test.lua @@ -60,6 +60,16 @@ function nntest.CMul() mytester:asserteq(berr, 0, torch.typename(module) .. ' - i/o backward err ') end +function nntest.Dropout() + local p = 0.2 --prob of droping out a neuron + local input = torch.Tensor(1000):fill(1) + local module = nn.Dropout(p) + local output = module:forward(input) + mytester:assert(math.abs(output:mean() - (1-p)) < 0.05, 'dropout output') + local gradInput = module:backward(input, input) + mytester:assert(math.abs(gradInput:mean() - (1-p)) < 0.05, 'dropout gradInput') +end + function nntest.Exp() local ini = math.random(10,20) local inj = math.random(10,20) |