From 84ff7e97842890e70f1baf6bf41ef54513d1a4a3 Mon Sep 17 00:00:00 2001
From: qijun <qijun1994@hotmail.com>
Date: Thu, 28 Sep 2017 20:05:15 -0700
Subject: [PATCH] refine SoftmaxFunctor

---
 paddle/operators/math/softmax.h                   | 6 +++---
 paddle/operators/softmax_op.h                     | 2 +-
 paddle/operators/softmax_with_cross_entropy_op.cu | 3 ++-
 paddle/operators/softmax_with_cross_entropy_op.h  | 3 ++-
 4 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/paddle/operators/math/softmax.h b/paddle/operators/math/softmax.h
index 3d2f0d0ae..225323f05 100644
--- a/paddle/operators/math/softmax.h
+++ b/paddle/operators/math/softmax.h
@@ -36,7 +36,7 @@ struct ValueClip {
 template <typename Place, typename T>
 class SoftmaxFunctor {
  public:
-  void operator()(const framework::ExecutionContext& context,
+  void operator()(const platform::DeviceContext& context,
                   const framework::Tensor* X, framework::Tensor* Y) {
     auto logits = EigenMatrix<T>::From(*X);
     auto softmax = EigenMatrix<T>::From(*Y);
@@ -58,8 +58,8 @@ class SoftmaxFunctor {
                                .broadcast(one_by_class))
                               .unaryExpr(ValueClip<T>());
 
-    softmax.device(context.GetEigenDevice<Place>()) = shifted_logits.exp();
-    softmax.device(context.GetEigenDevice<Place>()) =
+    softmax.device(*context.GetEigenDevice<Place>()) = shifted_logits.exp();
+    softmax.device(*context.GetEigenDevice<Place>()) =
         (softmax *
          softmax.sum(along_class)
              .inverse()
diff --git a/paddle/operators/softmax_op.h b/paddle/operators/softmax_op.h
index 999653645..8fdda8b1d 100644
--- a/paddle/operators/softmax_op.h
+++ b/paddle/operators/softmax_op.h
@@ -35,7 +35,7 @@ class SoftmaxKernel : public framework::OpKernel<T> {
     // allocate memory on device.
     Y->mutable_data<T>(context.GetPlace());
 
-    math::SoftmaxFunctor<Place, T>()(context, X, Y);
+    math::SoftmaxFunctor<Place, T>()(context.device_context(), X, Y);
   }
 };
 
diff --git a/paddle/operators/softmax_with_cross_entropy_op.cu b/paddle/operators/softmax_with_cross_entropy_op.cu
index c3086e729..b5a7cda73 100644
--- a/paddle/operators/softmax_with_cross_entropy_op.cu
+++ b/paddle/operators/softmax_with_cross_entropy_op.cu
@@ -66,7 +66,8 @@ class SoftmaxWithCrossEntropyCUDAKernel : public framework::OpKernel<T> {
     softmax->mutable_data<T>(context.GetPlace());
     loss->mutable_data<T>(context.GetPlace());
 
-    math::SoftmaxFunctor<platform::GPUPlace, T>()(context, logits, softmax);
+    math::SoftmaxFunctor<platform::GPUPlace, T>()(context.device_context(),
+                                                  logits, softmax);
     math::CrossEntropyFunctor<platform::GPUPlace, T>()(
         context, loss, softmax, labels, context.Attr<bool>("softLabel"));
   }
diff --git a/paddle/operators/softmax_with_cross_entropy_op.h b/paddle/operators/softmax_with_cross_entropy_op.h
index 7dcb6ad9b..cffd422f1 100644
--- a/paddle/operators/softmax_with_cross_entropy_op.h
+++ b/paddle/operators/softmax_with_cross_entropy_op.h
@@ -40,7 +40,8 @@ class SoftmaxWithCrossEntropyKernel : public framework::OpKernel<T> {
     softmax->mutable_data<T>(context.GetPlace());
     loss->mutable_data<T>(context.GetPlace());
 
-    math::SoftmaxFunctor<platform::CPUPlace, T>()(context, logits, softmax);
+    math::SoftmaxFunctor<platform::CPUPlace, T>()(context.device_context(),
+                                                  logits, softmax);
     math::CrossEntropyFunctor<platform::CPUPlace, T>()(
         context.device_context(), loss, softmax, labels,
         context.Attr<bool>("softLabel"));
-- 
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