diff --git a/build.sh b/build.sh
index a084c2969a4..7871f3bcd40 100755
--- a/build.sh
+++ b/build.sh
@@ -24,7 +24,7 @@ usage()
   echo "Usage:"
   echo "bash build.sh [-d] [-r] [-v] [-c on|off] [-t ut|st] [-g on|off] [-h] [-b ge] [-m infer|train] \\"
   echo "              [-a on|off] [-p on|off] [-i] [-R] [-D on|off] [-j[n]] [-e gpu|ascend|cpu|npu] \\"
-  echo "              [-P on|off] [-z [on|off]] [-M on|off] [-V 9.2|10.1|310|910] [-I arm64|arm32|x86_64] [-K] \\"
+  echo "              [-P on|off] [-z [on|off]] [-M on|off] [-V 10.1|11.1|310|910] [-I arm64|arm32|x86_64] [-K] \\"
   echo "              [-B on|off] [-E] [-l on|off] [-n full|lite|off] [-T on|off] [-H on|off] \\"
   echo "              [-A [cpp|java|object-c] [-C on|off] [-o on|off] [-S on|off] [-k on|off] [-W sse|neon|avx|off] \\"
   echo "              [-L Tensor-RT path]  \\"
diff --git a/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_gpu_kernel.h b/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_gpu_kernel.h
index 63127167234..ec4255288e9 100644
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_gpu_kernel.h
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_gpu_kernel.h
@@ -320,6 +320,15 @@ class Conv2dGpuFwdKernel : public GpuKernel {
                                              output_desc_, requested_algo_count, &returned_algo_count, &perf_results),
       "cudnnGetConvolutionForwardAlgorithm_v7 failed");
     conv_algorithm_ = perf_results.algo;
+#if CUDNN_VERSION < 8000
+    if (group_ > 1) {
+      CHECK_CUDNN_RET_WITH_EXCEPT(kernel_node_,
+                                  cudnnGetConvolutionForwardAlgorithm(
+                                    cudnn_handle_, input_descriptor_real, filter_desc_, conv_desc_, output_desc_,
+                                    CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT, 0, &conv_algorithm_),
+                                  "cudnnGetConvolutionForwardAlgorithm failed");
+    }
+#endif
     if (cudnn_data_type_ == CUDNN_DATA_HALF) {
       conv_algorithm_ = CUDNN_CONVOLUTION_FWD_ALGO_IMPLICIT_PRECOMP_GEMM;
     }
diff --git a/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_filter_gpu_kernel.h b/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_filter_gpu_kernel.h
index 57116b2db93..57f0ffb1869 100644
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_filter_gpu_kernel.h
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_filter_gpu_kernel.h
@@ -290,6 +290,15 @@ class ConvGradFilterGpuBkwKernel : public GpuKernel {
                                                     requested_algo_count, &returned_algo_count, &perf_results),
       "GetConvolutionBackwardFilterAlgorithm failed");
     algo_ = perf_results.algo;
+#if CUDNN_VERSION < 8000
+    if (group_ > 1) {
+      CHECK_CUDNN_RET_WITH_EXCEPT(
+        kernel_node_,
+        cudnnGetConvolutionBackwardFilterAlgorithm(cudnn_handle_, x_desc_real, dy_desc_, conv_desc_, dw_desc_,
+                                                   CUDNN_CONVOLUTION_BWD_FILTER_SPECIFY_WORKSPACE_LIMIT, 0, &algo_),
+        "GetConvolutionBackwardFilterAlgorithm failed");
+    }
+#endif
     if (cudnn_data_type_ == CUDNN_DATA_HALF) {
       algo_ = CUDNN_CONVOLUTION_BWD_FILTER_ALGO_1;
     }
diff --git a/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_input_gpu_kernel.h b/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_input_gpu_kernel.h
index 192cc886b4d..2453d50df71 100644
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_input_gpu_kernel.h
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/nn/conv2d_grad_input_gpu_kernel.h
@@ -299,6 +299,15 @@ class ConvGradInputGpuBkwKernel : public GpuKernel {
                                                   requested_algo_count, &returned_algo_count, &perf_results),
       "cudnnGetConvolutionBackwardDataAlgorithm_v7 failed");
     algo_ = perf_results.algo;
+#if CUDNN_VERSION < 8000
+    if (group_ > 1) {
+      CHECK_CUDNN_RET_WITH_EXCEPT(
+        kernel_node_,
+        cudnnGetConvolutionBackwardDataAlgorithm(cudnn_handle_, w_desc_, dy_desc_, conv_desc_, dx_desc_real,
+                                                 CUDNN_CONVOLUTION_BWD_DATA_SPECIFY_WORKSPACE_LIMIT, 0, &algo_),
+        "cudnnGetConvolutionBackwardDataAlgorithm failed");
+    }
+#endif
     if (cudnn_data_type_ == CUDNN_DATA_HALF) {
       algo_ = CUDNN_CONVOLUTION_BWD_DATA_ALGO_1;
     }