From 5e0e455dc8288ce08771865e930c2cadb957a05a Mon Sep 17 00:00:00 2001
From: wanghaoshuang <wanghaoshuang@baidu.com>
Date: Mon, 18 Sep 2017 16:47:52 +0800
Subject: [PATCH] Add CUDA stream when launching kernel.

---
 paddle/operators/crop_op.cu | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/paddle/operators/crop_op.cu b/paddle/operators/crop_op.cu
index 561dbe48039..a40eb7af385 100644
--- a/paddle/operators/crop_op.cu
+++ b/paddle/operators/crop_op.cu
@@ -88,7 +88,13 @@ void CropCUDAFunctoin(const framework::ExecutionContext& context) {
   int d = out_dims[1];
   int block = 512;
   int grid = (n * d + block - 1) / block;
-  CropKernel<T, D><<<grid, block>>>(out_count, out_shape_gpu, x_shape_gpu,
+
+  auto* device_context =
+      const_cast<platform::DeviceContext*>(context.device_context_);
+  CropKernel<T,
+             D><<<grid, block, 0,
+                  reinterpret_cast<platform::CUDADeviceContext*>(device_context)
+                      ->stream()>>>(out_count, out_shape_gpu, x_shape_gpu,
                                     crop_rules_gpu, x_data, out_data);
   cudaFree(crop_rules_gpu);
   cudaFree(x_shape_gpu);
-- 
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