diff options
Diffstat (limited to 'nerv/layer/lstm.lua')
| -rw-r--r-- | nerv/layer/lstm.lua | 8 |
1 files changed, 3 insertions, 5 deletions
diff --git a/nerv/layer/lstm.lua b/nerv/layer/lstm.lua index 3de3453..e568ee8 100644 --- a/nerv/layer/lstm.lua +++ b/nerv/layer/lstm.lua @@ -23,16 +23,14 @@ function LSTMLayer:__init(id, global_conf, layer_conf) }, ['nerv.AffineLayer'] = { mainAffine = {dim_in = {din, dout}, dim_out = {dout}, pr = pr}, + forgetGate = {dim_in = {din, dout, dout}, dim_out = {dout}, param_type = {'N', 'N', 'D'}, pr = pr, activation = nerv.SigmoidLayer}, + inputGate = {dim_in = {din, dout, dout}, dim_out = {dout}, param_type = {'N', 'N', 'D'}, pr = pr, activation = nerv.SigmoidLayer}, + outputGate = {dim_in = {din, dout, dout}, dim_out = {dout}, param_type = {'N', 'N', 'D'}, pr = pr, activation = nerv.SigmoidLayer}, }, ['nerv.TanhLayer'] = { mainTanh = {dim_in = {dout}, dim_out = {dout}}, outputTanh = {dim_in = {dout}, dim_out = {dout}}, }, - ['nerv.LSTMGateLayer'] = { - forgetGate = {dim_in = {din, dout, dout}, dim_out = {dout}, param_type = {'N', 'N', 'D'}, pr = pr}, - inputGate = {dim_in = {din, dout, dout}, dim_out = {dout}, param_type = {'N', 'N', 'D'}, pr = pr}, - outputGate = {dim_in = {din, dout, dout}, dim_out = {dout}, param_type = {'N', 'N', 'D'}, pr = pr}, - }, ['nerv.ElemMulLayer'] = { inputGateMul = {dim_in = {dout, dout}, dim_out = {dout}}, forgetGateMul = {dim_in = {dout, dout}, dim_out = {dout}}, |