add error log when set device id failed

mindspore/ccsrc/backend/session/gpu_session.cc

@@ -95,7 +95,7 @@ void GPUSession::Init(uint32_t device_id) {
     MS_EXCEPTION_IF_NULL(get_local_rank_funcptr);
     device_id = IntToUint((*get_local_rank_funcptr)());
   }
-  bool ret = device::gpu::CudaDriver::set_current_device(UintToInt(device_id));
+  bool ret = device::gpu::CudaDriver::SetDevice(UintToInt(device_id));
   if (!ret) {
     MS_LOG(EXCEPTION) << "GPUSession failed to set current device id:" << device_id;
   }

mindspore/ccsrc/ps/ps_cache/gpu/gpu_ps_cache.cc

@@ -18,6 +18,7 @@
 #include "ps/ps_cache/ps_cache_factory.h"
 #include "backend/kernel_compiler/gpu/cuda_impl/hash_impl.cuh"
 #include "runtime/device/gpu/gpu_common.h"
+#include "runtime/device/gpu/cuda_driver.h"
 #include "runtime/device/gpu/gpu_memory_allocator.h"
 #include "utils/ms_context.h"
 
@@ -26,7 +27,11 @@ namespace ps {
 namespace gpu {
 MS_REG_PS_CACHE(kGPUDevice, GPUPsCache);
 bool GPUPsCache::InitDevice(uint32_t device_id, const void *) {
-  CHECK_CUDA_RET_WITH_RETURN_ERROR_NOTRACE(cudaSetDevice(device_id), "Cuda set device failed")
+  bool ret = device::gpu::CudaDriver::SetDevice(UintToInt(device_id));
+  if (!ret) {
+    MS_LOG(ERROR) << "Failed to set device id:" << device_id;
+    return false;
+  }
   CHECK_CUDA_RET_WITH_RETURN_ERROR_NOTRACE(cudaStreamCreate(reinterpret_cast<CUstream_st **>(&stream_)),
                                            "Cuda create stream failed");
   return true;

mindspore/ccsrc/runtime/device/gpu/cuda_driver.cc

@@ -238,11 +238,16 @@ int CudaDriver::device_count() {
   return dev_count;
 }
 
-bool CudaDriver::set_current_device(int index) {
+bool CudaDriver::SetDevice(int index) {
   auto ret = cudaSetDevice(index);
   if (ret != cudaSuccess) {
-    MS_LOG(ERROR) << "cudaSetDevice " << index << " failed, ret[" << static_cast<int>(ret) << "], "
+    MS_LOG(ERROR)
-                  << cudaGetErrorString(ret);
+      << "SetDevice for id:" << index << " failed, ret[" << static_cast<int>(ret) << "], " << cudaGetErrorString(ret)
+      << ". Please make sure that the 'device_id' set in context is in the range:[0, total number of GPU). "
+         "If the environment variable 'CUDA_VISIBLE_DEVICES' is set, the total number of GPU will be the number set "
+         "in the environment variable 'CUDA_VISIBLE_DEVICES'. For example, if export CUDA_VISIBLE_DEVICES=4,5,6, the "
+         "'device_id' can be 0,1,2 at the moment, 'device_id' starts from 0, and 'device_id'=0 means using GPU of "
+         "number 4.";
     return false;
   }
   return true;

mindspore/ccsrc/runtime/device/gpu/cuda_driver.h

@@ -63,7 +63,7 @@ class CudaDriver {
 
   // Encapsulate the cuda APIs associated with device management.
   static int device_count();
-  static bool set_current_device(int index);
+  static bool SetDevice(int index);
 
  private:
   CudaDriver() = delete;

mindspore/ccsrc/runtime/device/gpu/gpu_buffer_mgr.cc

@@ -106,7 +106,14 @@ void GpuBufferMgr::set_device_id(int device_id) { cur_dev_id_ = device_id; }
 void GpuBufferMgr::set_device() const {
   auto ret = cudaSetDevice(cur_dev_id_);
   if (ret != cudaSuccess) {
-    MS_LOG(ERROR) << "cudaSetDevice, ret[" << static_cast<int>(ret) << "]";
+    MS_LOG(ERROR)
+      << "Set device for id:" << cur_dev_id_ << " failed, ret[" << static_cast<int>(ret) << "], "
+      << cudaGetErrorString(ret)
+      << ". Please make sure that the 'device_id' set in context is in the range:[0, total number of GPU). "
+         "If the environment variable 'CUDA_VISIBLE_DEVICES' is set, the total number of GPU will be the number set "
+         "in the environment variable 'CUDA_VISIBLE_DEVICES'. For example, if export CUDA_VISIBLE_DEVICES=4,5,6, the "
+         "'device_id' can be 0,1,2 at the moment, 'device_id' starts from 0, and 'device_id'=0 means using GPU of "
+         "number 4.";
   }
 }
 

mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.cc

@@ -24,7 +24,7 @@ namespace mindspore {
 namespace device {
 namespace gpu {
 void GPUDeviceManager::InitDevice() {
-  CHECK_OP_RET_WITH_EXCEPT(CudaDriver::set_current_device(SizeToInt(cur_dev_id_)), "Failed to set current device id");
+  CHECK_OP_RET_WITH_EXCEPT(CudaDriver::SetDevice(SizeToInt(cur_dev_id_)), "Failed to set current device id");
   CHECK_OP_RET_WITH_EXCEPT(CreateStream(&default_stream_), "Failed to create CUDA stream.");
   CHECK_CUDNN_RET_WITH_EXCEPT_NOTRACE(cudnnCreate(&cudnn_handle_), "Failed to create cuDNN handle");
   CHECK_CUDNN_RET_WITH_EXCEPT_NOTRACE(cudnnSetStream(cudnn_handle_, reinterpret_cast<cudaStream_t>(default_stream())),