diff --git a/mindspore/ccsrc/CMakeLists.txt b/mindspore/ccsrc/CMakeLists.txt
index 5b05091cc25..1ad152d71a5 100644
--- a/mindspore/ccsrc/CMakeLists.txt
+++ b/mindspore/ccsrc/CMakeLists.txt
@@ -278,8 +278,7 @@ if (ENABLE_GPU)
                           ${CUDA_PATH}/lib64/libcurand.so
                           ${CUDNN_PATH}/lib64/libcudnn.so
                           ${CUDA_PATH}/lib64/libcudart.so
-                          ${CUDA_PATH}/lib64/stubs/libcuda.so
-			  ${CUDA_PATH}/lib64/libcusolver.so)
+                          ${CUDA_PATH}/lib64/stubs/libcuda.so)
 endif ()
 
 if (ENABLE_CPU)
diff --git a/mindspore/ccsrc/runtime/device/gpu/gpu_common.h b/mindspore/ccsrc/runtime/device/gpu/gpu_common.h
index ea2b321714f..6ed682e7045 100644
--- a/mindspore/ccsrc/runtime/device/gpu/gpu_common.h
+++ b/mindspore/ccsrc/runtime/device/gpu/gpu_common.h
@@ -93,22 +93,6 @@ namespace gpu {
     }                                                                                \
   }
 
-#define CHECK_CUSOLVER_RET_WITH_EXCEPT(expression, message)                                \
-  {                                                                                        \
-    cusolverStatus_t status = (expression);                                                \
-    if (status != CUSOLVER_STATUS_SUCCESS) {                                               \
-      MS_LOG(EXCEPTION) << "cusolver Error: " << message << " | Error Number: " << status; \
-    }                                                                                      \
-  }
-
-#define CHECK_CUSOLVER_RET_WITH_ERROR(expression, message)                             \
-  {                                                                                    \
-    cusolverStatus_t status = (expression);                                            \
-    if (status != CUSOLVER_STATUS_SUCCESS) {                                           \
-      MS_LOG(ERROR) << "cusolver Error: " << message << " | Error Number: " << status; \
-    }                                                                                  \
-  }
-
 #define CHECK_NCCL_RET_WITH_EXCEPT(expression, message)                                \
   {                                                                                    \
     int result = (expression);                                                         \
diff --git a/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.cc b/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.cc
index 7b03bcc766a..8f17fc20b5b 100644
--- a/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.cc
+++ b/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.cc
@@ -32,11 +32,6 @@ void GPUDeviceManager::InitDevice() {
   CHECK_CUBLAS_RET_WITH_EXCEPT(cublasCreate(&cublas_handle_), "Failed to create cuBLAS handle.");
   CHECK_CUBLAS_RET_WITH_EXCEPT(cublasSetStream(cublas_handle_, reinterpret_cast<cudaStream_t>(default_stream())),
                                "Failed to set stream for cuBLAS handle.");
-  CHECK_CUSOLVER_RET_WITH_EXCEPT(cusolverDnCreate(&cusolver_dn_handle_), "Failed to create cusolver dn handle.");
-  CHECK_CUSOLVER_RET_WITH_EXCEPT(
-    cusolverDnSetStream(cusolver_dn_handle_, reinterpret_cast<cudaStream_t>(default_stream())),
-    "Failed to set stream for cusolver dn handle");
-
   CHECK_OP_RET_WITH_EXCEPT(GPUMemoryAllocator::GetInstance().Init(), "Failed to Init gpu memory allocator")
 }
 
@@ -52,9 +47,6 @@ void GPUDeviceManager::ReleaseDevice() {
   if (cublas_handle_ != nullptr) {
     CHECK_CUBLAS_RET_WITH_ERROR(cublasDestroy(cublas_handle_), "Failed to destroy cuBLAS handle.");
   }
-  if (cusolver_dn_handle_ != nullptr) {
-    CHECK_CUSOLVER_RET_WITH_ERROR(cusolverDnDestroy(cusolver_dn_handle_), "Failed to destroy cusolver dn handle.");
-  }
   CHECK_OP_RET_WITH_ERROR(GPUMemoryAllocator::GetInstance().Finalize(), "Failed to destroy gpu memory allocator");
 }
 
@@ -88,8 +80,6 @@ const cudnnHandle_t &GPUDeviceManager::GetCudnnHandle() const { return cudnn_han
 
 const cublasHandle_t &GPUDeviceManager::GetCublasHandle() const { return cublas_handle_; }
 
-const cusolverDnHandle_t &GPUDeviceManager::GetCusolverDnHandle() const { return cusolver_dn_handle_; }
-
 bool GPUDeviceManager::SyncStream(const DeviceStream &stream) const { return CudaDriver::SyncStream(stream); }
 
 bool GPUDeviceManager::CopyDeviceMemToHost(const HostMemPtr &dst, const DeviceMemPtr &src, size_t size) const {
diff --git a/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.h b/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.h
index aa3ec7dcc64..69f33d41c40 100644
--- a/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.h
+++ b/mindspore/ccsrc/runtime/device/gpu/gpu_device_manager.h
@@ -19,7 +19,6 @@
 
 #include <cudnn.h>
 #include <cublas_v2.h>
-#include <cusolverDn.h>
 #include <vector>
 #include <memory>
 #include "runtime/device/gpu/cuda_driver.h"
@@ -44,7 +43,6 @@ class GPUDeviceManager {
 
   const cudnnHandle_t &GetCudnnHandle() const;
   const cublasHandle_t &GetCublasHandle() const;
-  const cusolverDnHandle_t &GetCusolverDnHandle() const;
 
   bool CopyDeviceMemToHost(const HostMemPtr &dst, const DeviceMemPtr &src, size_t size) const;
   bool CopyHostMemToDevice(const DeviceMemPtr &dst, const void *src, size_t size) const;
@@ -75,9 +73,6 @@ class GPUDeviceManager {
   // handle used for cuBLAS kernels.
   cublasHandle_t cublas_handle_{nullptr};
 
-  // handle used for cusolver dn kernels;
-  cusolverDnHandle_t cusolver_dn_handle_{nullptr};
-
   bool dev_id_init_;
   uint32_t cur_dev_id_;
 };