diff options
Diffstat (limited to 'nerv/layer/gru.lua')
| -rw-r--r-- | nerv/layer/gru.lua | 20 |
1 files changed, 12 insertions, 8 deletions
diff --git a/nerv/layer/gru.lua b/nerv/layer/gru.lua index e81d21a..a590a67 100644 --- a/nerv/layer/gru.lua +++ b/nerv/layer/gru.lua @@ -4,11 +4,7 @@ function GRULayer:__init(id, global_conf, layer_conf) -- input1:x -- input2:h -- input3:c (h^~) - self.id = id - self.dim_in = layer_conf.dim_in - self.dim_out = layer_conf.dim_out - self.gconf = global_conf - + nerv.Layer.__init(self, id, global_conf, layer_conf) if self.dim_in[2] ~= self.dim_out[1] then nerv.error("dim_in[2](%d) mismatch with dim_out[1](%d)", self.dim_in[2], self.dim_out[1]) @@ -17,7 +13,7 @@ function GRULayer:__init(id, global_conf, layer_conf) -- prepare a DAGLayer to hold the lstm structure local pr = layer_conf.pr if pr == nil then - pr = nerv.ParamRepo() + pr = nerv.ParamRepo(nil, self.loc_type) end local function ap(str) @@ -63,7 +59,7 @@ function GRULayer:__init(id, global_conf, layer_conf) }, } - local layerRepo = nerv.LayerRepo(layers, pr, global_conf) + self.lrepo = nerv.LayerRepo(layers, pr, global_conf) local connections = { ["<input>[1]"] = ap("inputXDup[1]"), @@ -97,12 +93,20 @@ function GRULayer:__init(id, global_conf, layer_conf) self.dag = nerv.DAGLayer(self.id, global_conf, {dim_in = self.dim_in, dim_out = self.dim_out, - sub_layers = layerRepo, + sub_layers = self.lrepo, connections = connections}) self:check_dim_len(2, 1) -- x, h and h end +function GRULayer:bind_params() + local pr = layer_conf.pr + if pr == nil then + pr = nerv.ParamRepo(nil, self.loc_type) + end + self.lrepo:rebind(pr) +end + function GRULayer:init(batch_size, chunk_size) self.dag:init(batch_size, chunk_size) end |