From 081593591642c4c21e0a7daaa6e6bc3999abc856 Mon Sep 17 00:00:00 2001
From: qijun <qijun1994@hotmail.com>
Date: Mon, 7 Aug 2017 05:45:02 +0000
Subject: [PATCH] fix typo error

---
 paddle/operators/math/math_function.cc | 121 ++++++-------------------
 1 file changed, 26 insertions(+), 95 deletions(-)

diff --git a/paddle/operators/math/math_function.cc b/paddle/operators/math/math_function.cc
index 1bfbc755736..5833fc90a76 100644
--- a/paddle/operators/math/math_function.cc
+++ b/paddle/operators/math/math_function.cc
@@ -19,74 +19,29 @@ namespace operators {
 namespace math {
 
 template <>
-void gemm<platform::CPUPlace, float>(const CBLAS_TRANSPOSE transA,
-                                     const CBLAS_TRANSPOSE transB,
-                                     const int M,
-                                     const int N,
-                                     const int K,
-                                     const float alpha,
-                                     const float* A,
-                                     const int lda,
-                                     const float* B,
-                                     const int ldb,
-                                     const float beta,
-                                     float* C,
-                                     const int ldc,
-                                     platform::DeviceContext* context) {
-  cblas_sgemm(CblasRowMajor,
-              transA,
-              transB,
-              M,
-              N,
-              K,
-              alpha,
-              A,
-              lda,
-              B,
-              ldb,
-              beta,
-              C,
-              ldc);
+void gemm<platform::CPUPlace, float>(
+    const CBLAS_TRANSPOSE transA, const CBLAS_TRANSPOSE transB, const int M,
+    const int N, const int K, const float alpha, const float* A, const int lda,
+    const float* B, const int ldb, const float beta, float* C, const int ldc,
+    platform::DeviceContext* context) {
+  cblas_sgemm(CblasRowMajor, transA, transB, M, N, K, alpha, A, lda, B, ldb,
+              beta, C, ldc);
 }
 
 template <>
-void gemm<platform::CPUPlace, double>(const CBLAS_TRANSPOSE transA,
-                                      const CBLAS_TRANSPOSE transB,
-                                      const int M,
-                                      const int N,
-                                      const int K,
-                                      const double alpha,
-                                      const double* A,
-                                      const int lda,
-                                      const double* B,
-                                      const int ldb,
-                                      const double beta,
-                                      double* C,
-                                      const int ldc,
-                                      platform::DeviceContext* context) {
-  cblas_dgemm(CblasRowMajor,
-              transA,
-              transB,
-              M,
-              N,
-              K,
-              alpha,
-              A,
-              lda,
-              B,
-              ldb,
-              beta,
-              C,
-              ldc);
+void gemm<platform::CPUPlace, double>(
+    const CBLAS_TRANSPOSE transA, const CBLAS_TRANSPOSE transB, const int M,
+    const int N, const int K, const double alpha, const double* A,
+    const int lda, const double* B, const int ldb, const double beta, double* C,
+    const int ldc, platform::DeviceContext* context) {
+  cblas_dgemm(CblasRowMajor, transA, transB, M, N, K, alpha, A, lda, B, ldb,
+              beta, C, ldc);
 }
 
 template <>
-void matmul<platform::CPUPlace, float>(const framework::Tensor& in1,
-                                       bool in1_T,
-                                       const framework::Tensor& in2,
-                                       bool in2_T,
-                                       float alpha,
-                                       framework::Tensor* out,
+void matmul<platform::CPUPlace, float>(const framework::Tensor& in1, bool in1_T,
+                                       const framework::Tensor& in2, bool in2_T,
+                                       float alpha, framework::Tensor* out,
                                        float beta,
                                        platform::DeviceContext* context) {
   auto in1_dim = in1.dims();
@@ -111,30 +66,17 @@ void matmul<platform::CPUPlace, float>(const framework::Tensor& in1,
   CBLAS_TRANSPOSE in1_Trans = (in1_T == false) ? CblasNoTrans : CblasTrans;
   CBLAS_TRANSPOSE in2_Trans = (in1_T == false) ? CblasNoTrans : CblasTrans;
 
-  gemm<platform::CPUPlace, float>(in1_Trans,
-                                  in2_Trans,
-                                  M,
-                                  N,
-                                  K,
-                                  alpha,
-                                  in1.data<float>(),
-                                  K,
-                                  in2.data<float>(),
-                                  N,
-                                  beta,
-                                  out->data<float>(),
-                                  N,
-                                  context);
+  gemm<platform::CPUPlace, float>(in1_Trans, in2_Trans, M, N, K, alpha,
+                                  in1.data<float>(), K, in2.data<float>(), N,
+                                  beta, out->data<float>(), N, context);
 }
 
 template <>
-void matmul<platform::GPUPlace, double>(const framework::Tensor& in1,
+void matmul<platform::CPUPlace, double>(const framework::Tensor& in1,
                                         bool in1_T,
                                         const framework::Tensor& in2,
-                                        bool in2_T,
-                                        float alpha,
-                                        framework::Tensor* out,
-                                        float beta,
+                                        bool in2_T, float alpha,
+                                        framework::Tensor* out, float beta,
                                         platform::DeviceContext* context) {
   auto in1_dim = in1.dims();
   auto in2_dim = in2.dims();
@@ -157,20 +99,9 @@ void matmul<platform::GPUPlace, double>(const framework::Tensor& in1,
   CBLAS_TRANSPOSE in1_Trans = (in1_T == false) ? CblasNoTrans : CblasTrans;
   CBLAS_TRANSPOSE in2_Trans = (in1_T == false) ? CblasNoTrans : CblasTrans;
 
-  gemm<platform::CPUPlace, double>(in1_Trans,
-                                   in2_Trans,
-                                   M,
-                                   N,
-                                   K,
-                                   alpha,
-                                   in1.data<double>(),
-                                   K,
-                                   in2.data<double>(),
-                                   N,
-                                   beta,
-                                   out->data<double>(),
-                                   N,
-                                   context);
+  gemm<platform::CPUPlace, double>(in1_Trans, in2_Trans, M, N, K, alpha,
+                                   in1.data<double>(), K, in2.data<double>(), N,
+                                   beta, out->data<double>(), N, context);
 }
 
 }  // namespace math
-- 
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