clean the code

source/sample/transformer/T2TPredictor.cpp

@@ -202,12 +202,6 @@ void T2TPredictor::Predict(T2TStateBundle * next, XTensor * encoding,
     /* decoder mask */
     m->MakeMTMaskDec(*inputEnc, inputDec, *paddingEnc, paddingDec, maskDec, maskEncDec);
 
-    //inputEnc->Dump(stderr, "inputenc:");
-    //paddingEnc->Dump(stderr, "paddingenc:");
-    inputDec.Dump(stderr, "inputdec: ");
-    //maskDec.Dump(stderr, "maskdec: ");
-    //maskEncDec.Dump(stderr, "mask-enc-dec: ");
-
     /* make the decoding network */
     decoding = decoder.Make(inputDec, *encoding, maskDec, maskEncDec, false);
 

source/sample/transformer/T2TSearch.cpp

@@ -212,8 +212,6 @@ void T2TSearch::Score(T2TStateBundle * prev, T2TStateBundle * beam)
     lp = T2TLengthPenalizer::GNMT(len, alpha);
 
     lp.Reshape(lp.unitNum);
-    
-    lp.Dump(stderr, "lp:");
 
     /* score = log-prob/lp */
     _DivDim(&probPath, &lp, &score, 0);
@@ -291,10 +289,6 @@ void T2TSearch::Generate(T2TStateBundle * beam)
     
     /* keep the most promissing candidates in the beam */
     TopK(score, scoreTopK, index, -1, beamSize);
-
-    //score.Dump(stderr, "score:");
-    scoreTopK.Dump(stderr, "topk:");
-    index.Dump(stderr, "index:");
     
     CopyValues(index, preID);
     
@@ -342,8 +336,6 @@ void T2TSearch::Generate(T2TStateBundle * beam)
     probPathTopK.Reshape(1, probPathTopK.unitNum);
     prob.Reshape(1, prob.unitNum);
     probTopK.Reshape(1, probTopK.unitNum);
-
-    indexCPU.Dump(stderr, "indexCPU:");
     
     _Gather(&probPath, &probPathTopK, probPathTopK.order - 1, (int*)indexCPU.data, indexCPU.unitNum);
     _Gather(&prob, &probTopK, probTopK.order - 1, (int*)indexCPU.data, indexCPU.unitNum);
@@ -352,12 +344,6 @@ void T2TSearch::Generate(T2TStateBundle * beam)
     probPathTopK.Reshape(order, dimsTopK);
     prob.Reshape(order, dims);
     probTopK.Reshape(order, dimsTopK);
-
-    
-    indexCPU.Dump(stderr, "indexcpu:");
-    scoreTopK.Dump(stderr, "scoretopk:");
-    probPathTopK.Dump(stderr, "probpathtopk:");
-    probTopK.Dump(stderr, "probtopk:");
     
     probPath = probPathTopK;
     prob = probTopK;