make a default stream for each device

source/tensor/XDevice.cpp

@@ -40,6 +40,7 @@ XDevManager GDevs;
 /* constructor */
 XDevice::XDevice()
 {
+    stream = NULL;
     Clear();
 
 #ifdef USE_CUDA
@@ -55,6 +56,8 @@ XDevice::~XDevice()
     MUTEX_DELE(cublasMutex);
     if(isHandleReady)
         cublasDestroy(cublasHandle);
+    if(stream != NULL)
+        delete stream;
 #endif
 }
 
@@ -118,6 +121,8 @@ void XDevice::Init(int myDevID)
         }
         else
             sprintf(name2, "GPU-%d %s", devID, name);
+
+        stream = new XStream(0, devID);
 #endif
     }
 
@@ -161,6 +166,14 @@ cublasHandle_t * XDevice::GetCublasHandle()
     return &cublasHandle;
 }
 
+/* get the stream of cuda */
+cudaStream_t * XDevice::GetCudaStream()
+{
+    CheckNTErrors(stream != NULL, "the stream is not initialized!");
+
+    return &stream->stream;
+}
+
 #endif // USE_CUDA
 
 /* switch to a device */
@@ -311,11 +324,19 @@ void XDevManager::Clear()
 /* get the handle of GPU */
 cublasHandle_t * XDevManager::GetCudaHandle(const int devID)
 {
-    CheckNTErrors((devID < nGPU), "index of GPU is out of range.");
+    CheckNTErrors(devID < nGPU, "index of GPU is out of range.");
 
     return GPUs[devID].GetCublasHandle();
 }
 
+/* get the stream of cuda */
+cudaStream_t * XDevManager::GetCudaStream(const int devID)
+{
+    CheckNTErrors(devID < nGPU, "index of GPU is out of range.");
+
+    return GPUs[devID].GetCudaStream();
+}
+
 #endif
 
 /* 

source/tensor/XDevice.h

@@ -25,6 +25,7 @@
 #define __XDEVICE_H__
 
 #include "XThread.h"
+#include "XStream.h"
 
 #ifdef USE_CUDA
 
@@ -93,6 +94,9 @@ public:
     /* specify whether Unified Virtual Address Space (UVA) is supported */
     bool isUVASupported;
 
+    /* default stream for the device */
+    XStream * stream;
+    
 #ifdef USE_CUDA
     /* mutex for handle (GPU cublas) */
     MUTEX_HANDLE cublasMutex;
@@ -121,6 +125,9 @@ public:
 #ifdef USE_CUDA
     /* get cublas handle */
     cublasHandle_t * GetCublasHandle();
+
+    /* get the stream of cuda */
+    cudaStream_t * GetCudaStream();
 #endif
 
     /* switch to a device */
@@ -178,6 +185,9 @@ public:
 #ifdef USE_CUDA
     /* get the handle of GPU */
     cublasHandle_t * GetCudaHandle(const int devID);
+
+    /* get the stream of cuda */
+    cudaStream_t * GetCudaStream(const int devID);
 #endif
 
     /* get grid and block sizes that max potential */