From 4e56b863203ab6919192efe973ba9f8ee0d5ac65 Mon Sep 17 00:00:00 2001
From: Qi Liu <liuq901@163.com>
Date: Fri, 4 Mar 2016 19:47:33 +0800
Subject: update lstm

---
 nerv/layer/lstm.lua | 48 ++++++++++++++++++++++++------------------------
 1 file changed, 24 insertions(+), 24 deletions(-)

diff --git a/nerv/layer/lstm.lua b/nerv/layer/lstm.lua
index 500bd87..caa7569 100644
--- a/nerv/layer/lstm.lua
+++ b/nerv/layer/lstm.lua
@@ -22,47 +22,47 @@ function LSTMLayer:__init(id, global_conf, layer_conf)
     local dout1, dout2, dout3 = self.dim_out[1], self.dim_out[2], self.dim_out[3]
     local layers = {
         ["nerv.CombinerLayer"] = {
-            [ap("inputXDup")] = {{}, {dim_in = {din1},
+            [ap("inputXDup")] = {dim_in = {din1},
                                       dim_out = {din1, din1, din1, din1},
-                                      lambda = {1}}},
+                                      lambda = {1}},
 
-            [ap("inputHDup")] = {{}, {dim_in = {din2},
+            [ap("inputHDup")] = {dim_in = {din2},
                                       dim_out = {din2, din2, din2, din2},
-                                      lambda = {1}}},
+                                      lambda = {1}},
 
-            [ap("inputCDup")] = {{}, {dim_in = {din3},
+            [ap("inputCDup")] = {dim_in = {din3},
                                       dim_out = {din3, din3, din3},
-                                      lambda = {1}}},
+                                      lambda = {1}},
 
-            [ap("mainCDup")] = {{}, {dim_in = {din3, din3},
+            [ap("mainCDup")] = {dim_in = {din3, din3},
                                      dim_out = {din3, din3, din3},
-                                     lambda = {1, 1}}},
+                                     lambda = {1, 1}},
         },
         ["nerv.AffineLayer"] = {
-            [ap("mainAffineL")] = {{}, {dim_in = {din1, din2},
+            [ap("mainAffineL")] = {dim_in = {din1, din2},
                                         dim_out = {dout1},
-                                        pr = pr}},
+                                        pr = pr},
         },
         ["nerv.TanhLayer"] = {
-            [ap("mainTanhL")] = {{}, {dim_in = {dout1}, dim_out = {dout1}}},
-            [ap("outputTanhL")] = {{}, {dim_in = {dout1}, dim_out = {dout1}}},
+            [ap("mainTanhL")] = {dim_in = {dout1}, dim_out = {dout1}},
+            [ap("outputTanhL")] = {dim_in = {dout1}, dim_out = {dout1}},
         },
         ["nerv.LSTMGateLayer"] = {
-            [ap("forgetGateL")] = {{}, {dim_in = {din1, din2, din3},
-                                        dim_out = {din3}, pr = pr}},
-            [ap("inputGateL")] = {{}, {dim_in = {din1, din2, din3},
-                                        dim_out = {din3}, pr = pr}},
-            [ap("outputGateL")] = {{}, {dim_in = {din1, din2, din3},
-                                        dim_out = {din3}, pr = pr}},
+            [ap("forgetGateL")] = {dim_in = {din1, din2, din3},
+                                        dim_out = {din3}, pr = pr},
+            [ap("inputGateL")] = {dim_in = {din1, din2, din3},
+                                        dim_out = {din3}, pr = pr},
+            [ap("outputGateL")] = {dim_in = {din1, din2, din3},
+                                        dim_out = {din3}, pr = pr},
 
         },
         ["nerv.ElemMulLayer"] = {
-            [ap("inputGMulL")] = {{}, {dim_in = {din3, din3},
-                                        dim_out = {din3}}},
-            [ap("forgetGMulL")] = {{}, {dim_in = {din3, din3},
-                                        dim_out = {din3}}},
-            [ap("outputGMulL")] = {{}, {dim_in = {din3, din3},
-                                        dim_out = {din3}}},
+            [ap("inputGMulL")] = {dim_in = {din3, din3},
+                                        dim_out = {din3}},
+            [ap("forgetGMulL")] = {dim_in = {din3, din3},
+                                        dim_out = {din3}},
+            [ap("outputGMulL")] = {dim_in = {din3, din3},
+                                        dim_out = {din3}},
         },
     }
     
-- 
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