diff --git a/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_multiple_d_wmma_cshuffle_v3.hpp b/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_multiple_d_wmma_cshuffle_v3.hpp
index 918d1bc52e..86e8defb83 100644
--- a/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_multiple_d_wmma_cshuffle_v3.hpp
+++ b/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_multiple_d_wmma_cshuffle_v3.hpp
@@ -583,7 +583,36 @@ struct DeviceGroupedConvBwdWeightMultipleD_Wmma_CShuffleV3
                       end(a_g_n_k_wos_lengths),
                       begin(output_spatial_lengths_));
 
-            k_batch_ = split_k;
+#if !DISABLE_SPLIT_K_AUTODEDUCE_FOR_ONE_STAGE_KERNELS
+            if(split_k < 0)
+            {
+                ck::index_t gemmM, gemmN, gemmK;
+                std::tie(gemmM, gemmN, gemmK) =
+                    get_bwd_weight_gemm_sizes<NDimSpatial>(a_g_n_k_wos_lengths, e_g_k_c_xs_lengths);
+
+                const auto grid_size =
+                    calculate_mn_grid_size<MPerBlock, NPerBlock>(gemmM, gemmN) * Conv_G_;
+                k_batch_ = get_best_occupancy_k_batch_value(active_workgroups_per_cu.max_occupancy_,
+                                                            grid_size);
+
+                // Ensure that k_batch_ does not exceed the maximum value
+                // for the GEMM pipeline.
+                const auto k_batch_max = math::integer_divide_ceil((gemmK - 1), KPerBlock);
+                k_batch_               = std::min(k_batch_, k_batch_max);
+
+                if(ck::EnvIsEnabled(CK_ENV(CK_LOGGING)))
+                {
+                    std::cout << "[SPLIT-K AUTODEDUCE] k_batch max value: " << k_batch_max
+                              << std::endl;
+                    std::cout << "[SPLIT-K AUTODEDUCE] Final k_batch value: " << k_batch_
+                              << std::endl;
+                }
+            }
+            else
+#endif
+            {
+                k_batch_ = split_k;
+            }
 
             const auto descs =
                 conv_to_gemm_transformer
@@ -954,6 +983,13 @@ struct DeviceGroupedConvBwdWeightMultipleD_Wmma_CShuffleV3
 
     static bool IsSupportedArgument(const Argument& arg)
     {
+#if DISABLE_SPLIT_K_AUTODEDUCE_FOR_ONE_STAGE_KERNELS
+        if(arg.k_batch_ < 0)
+        {
+            return false;
+        }
+#endif
+
         const index_t GemmM = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1);
         const index_t GemmN = arg.b_grid_desc_kbatch_k0_n_k1_.GetLength(I1);
         const index_t GemmK = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I0) *
diff --git a/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_wmma_cshuffle_v3.hpp b/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_wmma_cshuffle_v3.hpp
index d6a2b639c3..1ab6bc446f 100644
--- a/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_wmma_cshuffle_v3.hpp
+++ b/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_wmma_cshuffle_v3.hpp
@@ -506,7 +506,7 @@ struct DeviceGroupedConvBwdWeight_Wmma_CShuffleV3
             std::copy(begin(a_g_n_k_wos_lengths) + spatial_offset,
                       end(a_g_n_k_wos_lengths),
                       begin(output_spatial_lengths_));
-
+#if !DISABLE_SPLIT_K_AUTODEDUCE_FOR_ONE_STAGE_KERNELS
             if(split_k < 0)
             {
                 ck::index_t gemmM, gemmN, gemmK;
@@ -532,6 +532,7 @@ struct DeviceGroupedConvBwdWeight_Wmma_CShuffleV3
                 }
             }
             else
+#endif
             {
                 k_batch_ = split_k;
             }
@@ -1034,6 +1035,12 @@ struct DeviceGroupedConvBwdWeight_Wmma_CShuffleV3
 
     static bool IsSupportedArgument(const Argument& arg)
     {
+#if DISABLE_SPLIT_K_AUTODEDUCE_FOR_ONE_STAGE_KERNELS
+        if(arg.k_batch_ < 0)
+        {
+            return false;
+        }
+#endif
         const index_t GemmM = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I1);
         const index_t GemmN = arg.b_grid_desc_kbatch_k0_n_k1_.GetLength(I1);
         const index_t GemmK = arg.a_grid_desc_kbatch_k0_m_k1_.GetLength(I0) *