diff --git a/include/ck/ck.hpp b/include/ck/ck.hpp
index 794c6f4e20..09801203ba 100644
--- a/include/ck/ck.hpp
+++ b/include/ck/ck.hpp
@@ -222,9 +222,6 @@
 // TODO: separate index calculation into "compile-time", "global", "block", "wave", "thread"
 #define CK_HACK_MERGE_CALCULATE_IDX_DIFF_LOW_CONST_USE_AMD_GCN_READ_FIRST_LANE 0
 
-// workaround: conv crash when K, C is even
-#define CK_WORKAROUND_DISABLE_FILTER1x1STRIDE1PAD0_WHEN_K_C_IS_EVEN 1
-
 // workaround: compiler crash when compiling recursive lambda
 #define CK_WORKAROUND_SWDEV_275126 1
 
diff --git a/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_xdl_cshuffle_v3.hpp b/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_xdl_cshuffle_v3.hpp
index 1cd1f16245..6e74899706 100644
--- a/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_xdl_cshuffle_v3.hpp
+++ b/include/ck/tensor_operation/gpu/device/impl/device_grouped_conv_bwd_weight_xdl_cshuffle_v3.hpp
@@ -1299,13 +1299,6 @@ struct DeviceGroupedConvBwdWeight_Xdl_CShuffleV3
         if constexpr(ConvBackwardWeightSpecialization ==
                      ConvolutionBackwardWeightSpecialization::Filter1x1Stride1Pad0)
         {
-// workaround: disable when K, C is even
-#if CK_WORKAROUND_DISABLE_FILTER1x1STRIDE1PAD0_WHEN_K_C_IS_EVEN
-            if(arg.Conv_C_ % 2 == 0 || arg.Conv_K_ % 2 == 0)
-            {
-                return false;
-            }
-#endif
             // check if it's 1x1, stride=1 pad = 0 conv
             for(int i = 0; i < NDimSpatial; i++)
             {
diff --git a/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm.hpp b/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm.hpp
index bd3ab10802..efc7f20cdc 100644
--- a/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm.hpp
+++ b/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm.hpp
@@ -192,7 +192,7 @@ struct TransformConvBwdWeightToGemm
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -210,7 +210,7 @@ struct TransformConvBwdWeightToGemm
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -218,9 +218,17 @@ struct TransformConvBwdWeightToGemm
             const auto wei_gemmm_gemmn_grid_desc =
                 make_naive_tensor_descriptor_packed(make_tuple(K, X * C));
 
+            // Padd
+            const auto wei_gemmm_gemmn_pad_grid_desc =
+                transform_tensor_descriptor(wei_gemmm_gemmn_grid_desc,
+                                            make_tuple(make_right_pad_transform(GemmM, PadGemmM),
+                                                       make_right_pad_transform(GemmN, PadGemmN)),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}));
+
             return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
                               in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                              wei_gemmm_gemmn_grid_desc);
+                              wei_gemmm_gemmn_pad_grid_desc);
         }
         else
         {
@@ -240,7 +248,7 @@ struct TransformConvBwdWeightToGemm
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -279,7 +287,7 @@ struct TransformConvBwdWeightToGemm
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -288,26 +296,6 @@ struct TransformConvBwdWeightToGemm
                 make_naive_tensor_descriptor_packed(make_tuple(K, X * C));
 
             // Padd
-            const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch),
-                               make_pass_through_transform(GemmK0),
-                               make_right_pad_transform(GemmM, PadGemmM),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}));
-
-            const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch),
-                               make_pass_through_transform(GemmK0),
-                               make_right_pad_transform(GemmN, PadGemmN),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}));
-
             const auto wei_gemmm_gemmn_pad_grid_desc =
                 transform_tensor_descriptor(wei_gemmm_gemmn_grid_desc,
                                             make_tuple(make_right_pad_transform(GemmM, PadGemmM),
@@ -315,8 +303,8 @@ struct TransformConvBwdWeightToGemm
                                             make_tuple(Sequence<0>{}, Sequence<1>{}),
                                             make_tuple(Sequence<0>{}, Sequence<1>{}));
 
-            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc,
-                              in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc,
+            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
+                              in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
                               wei_gemmm_gemmn_pad_grid_desc);
         }
     }
@@ -392,7 +380,7 @@ struct TransformConvBwdWeightToGemm
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -407,13 +395,21 @@ struct TransformConvBwdWeightToGemm
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
+            // Padd
+            const auto wei_gemmm_gemmn_pad_grid_desc =
+                transform_tensor_descriptor(wei_grid_desc,
+                                            make_tuple(make_right_pad_transform(GemmM, PadGemmM),
+                                                       make_right_pad_transform(GemmN, PadGemmN)),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}));
+
             return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
                               in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                              wei_grid_desc);
+                              wei_gemmm_gemmn_pad_grid_desc);
         }
         else
         {
@@ -428,7 +424,7 @@ struct TransformConvBwdWeightToGemm
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -469,31 +465,11 @@ struct TransformConvBwdWeightToGemm
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
             // Padd
-            const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch),
-                               make_pass_through_transform(GemmK0),
-                               make_right_pad_transform(GemmM, PadGemmM),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}));
-
-            const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch),
-                               make_pass_through_transform(GemmK0),
-                               make_right_pad_transform(GemmN, PadGemmN),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}));
-
             const auto wei_gemmm_gemmn_pad_grid_desc =
                 transform_tensor_descriptor(wei_grid_desc,
                                             make_tuple(make_right_pad_transform(GemmM, PadGemmM),
@@ -501,8 +477,8 @@ struct TransformConvBwdWeightToGemm
                                             make_tuple(Sequence<0>{}, Sequence<1>{}),
                                             make_tuple(Sequence<0>{}, Sequence<1>{}));
 
-            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc,
-                              in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc,
+            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
+                              in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
                               wei_gemmm_gemmn_pad_grid_desc);
         }
     }
@@ -585,7 +561,7 @@ struct TransformConvBwdWeightToGemm
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -600,13 +576,21 @@ struct TransformConvBwdWeightToGemm
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
+            // Padd
+            const auto wei_gemmm_gemmn_pad_grid_desc =
+                transform_tensor_descriptor(wei_grid_desc,
+                                            make_tuple(make_right_pad_transform(GemmM, PadGemmM),
+                                                       make_right_pad_transform(GemmN, PadGemmN)),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}));
+
             return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
                               in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                              wei_grid_desc);
+                              wei_gemmm_gemmn_pad_grid_desc);
         }
         else
         {
@@ -621,7 +605,7 @@ struct TransformConvBwdWeightToGemm
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
@@ -671,31 +655,11 @@ struct TransformConvBwdWeightToGemm
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch, GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 1, 3>{}, Sequence<2>{}));
 
             // Padd
-            const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch),
-                               make_pass_through_transform(GemmK0),
-                               make_right_pad_transform(GemmM, PadGemmM),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}));
-
-            const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch),
-                               make_pass_through_transform(GemmK0),
-                               make_right_pad_transform(GemmN, PadGemmN),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}, Sequence<3>{}));
-
             const auto wei_gemmm_gemmn_pad_grid_desc =
                 transform_tensor_descriptor(wei_grid_desc,
                                             make_tuple(make_right_pad_transform(GemmM, PadGemmM),
@@ -703,8 +667,8 @@ struct TransformConvBwdWeightToGemm
                                             make_tuple(Sequence<0>{}, Sequence<1>{}),
                                             make_tuple(Sequence<0>{}, Sequence<1>{}));
 
-            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc,
-                              in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc,
+            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
+                              in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
                               wei_gemmm_gemmn_pad_grid_desc);
         }
     } // function end
diff --git a/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm_v2.hpp b/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm_v2.hpp
index b72ddb8243..e410f06190 100644
--- a/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm_v2.hpp
+++ b/include/ck/tensor_operation/operator_transform/transform_conv_bwd_weight_to_gemm_v2.hpp
@@ -374,7 +374,7 @@ struct TransformConvBwdWeightToGemmV2
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
@@ -390,13 +390,21 @@ struct TransformConvBwdWeightToGemmV2
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
+            // Padd
+            const auto wei_gemmm_gemmn_pad_grid_desc =
+                transform_tensor_descriptor(wei_grid_desc,
+                                            make_tuple(make_right_pad_transform(GemmM, PadGemmM),
+                                                       make_right_pad_transform(GemmN, PadGemmN)),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}));
+
             return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
                               in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                              wei_grid_desc);
+                              wei_gemmm_gemmn_pad_grid_desc);
         }
         else
         {
@@ -412,7 +420,7 @@ struct TransformConvBwdWeightToGemmV2
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
@@ -453,29 +461,11 @@ struct TransformConvBwdWeightToGemmV2
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
             // Padd
-            const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch * GemmK0),
-                               make_right_pad_transform(GemmM, PadGemmM),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}));
-
-            const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch * GemmK0),
-                               make_right_pad_transform(GemmN, PadGemmN),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}));
-
             const auto wei_gemmm_gemmn_pad_grid_desc =
                 transform_tensor_descriptor(wei_grid_desc,
                                             make_tuple(make_right_pad_transform(GemmM, PadGemmM),
@@ -483,8 +473,8 @@ struct TransformConvBwdWeightToGemmV2
                                             make_tuple(Sequence<0>{}, Sequence<1>{}),
                                             make_tuple(Sequence<0>{}, Sequence<1>{}));
 
-            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc,
-                              in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc,
+            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
+                              in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
                               wei_gemmm_gemmn_pad_grid_desc);
         }
 
@@ -562,7 +552,7 @@ struct TransformConvBwdWeightToGemmV2
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
@@ -578,13 +568,21 @@ struct TransformConvBwdWeightToGemmV2
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
+            // Padd
+            const auto wei_gemmm_gemmn_pad_grid_desc =
+                transform_tensor_descriptor(wei_grid_desc,
+                                            make_tuple(make_right_pad_transform(GemmM, PadGemmM),
+                                                       make_right_pad_transform(GemmN, PadGemmN)),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}));
+
             return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
                               in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                              wei_grid_desc);
+                              wei_gemmm_gemmn_pad_grid_desc);
         }
         else
         {
@@ -600,7 +598,7 @@ struct TransformConvBwdWeightToGemmV2
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
@@ -650,29 +648,11 @@ struct TransformConvBwdWeightToGemmV2
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
             // Padd
-            const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch * GemmK0),
-                               make_right_pad_transform(GemmM, PadGemmM),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}));
-
-            const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch * GemmK0),
-                               make_right_pad_transform(GemmN, PadGemmN),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}));
-
             const auto wei_gemmm_gemmn_pad_grid_desc =
                 transform_tensor_descriptor(wei_grid_desc,
                                             make_tuple(make_right_pad_transform(GemmM, PadGemmM),
@@ -680,8 +660,8 @@ struct TransformConvBwdWeightToGemmV2
                                             make_tuple(Sequence<0>{}, Sequence<1>{}),
                                             make_tuple(Sequence<0>{}, Sequence<1>{}));
 
-            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc,
-                              in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc,
+            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
+                              in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
                               wei_gemmm_gemmn_pad_grid_desc);
         }
     }
@@ -765,7 +745,7 @@ struct TransformConvBwdWeightToGemmV2
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
@@ -781,13 +761,21 @@ struct TransformConvBwdWeightToGemmV2
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
+            // Padd
+            const auto wei_gemmm_gemmn_pad_grid_desc =
+                transform_tensor_descriptor(wei_grid_desc,
+                                            make_tuple(make_right_pad_transform(GemmM, PadGemmM),
+                                                       make_right_pad_transform(GemmN, PadGemmN)),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}),
+                                            make_tuple(Sequence<0>{}, Sequence<1>{}));
+
             return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
                               in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                              wei_grid_desc);
+                              wei_gemmm_gemmn_pad_grid_desc);
         }
         else
         {
@@ -803,7 +791,7 @@ struct TransformConvBwdWeightToGemmV2
             const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc = transform_tensor_descriptor(
                 out_gemmkpad_gemmm_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmM)),
+                           make_right_pad_transform(GemmM, PadGemmM)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
@@ -868,29 +856,11 @@ struct TransformConvBwdWeightToGemmV2
             const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc = transform_tensor_descriptor(
                 in_gemmkpad_gemmn_grid_desc,
                 make_tuple(make_unmerge_transform(make_tuple(GemmKBatch * GemmK0, GemmK1Number)),
-                           make_pass_through_transform(GemmN)),
+                           make_right_pad_transform(GemmN, PadGemmN)),
                 make_tuple(Sequence<0>{}, Sequence<1>{}),
                 make_tuple(Sequence<0, 2>{}, Sequence<1>{}));
 
             // Padd
-            const auto out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch * GemmK0),
-                               make_right_pad_transform(GemmM, PadGemmM),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}));
-
-            const auto in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc =
-                transform_tensor_descriptor(
-                    in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
-                    make_tuple(make_pass_through_transform(GemmKBatch * GemmK0),
-                               make_right_pad_transform(GemmN, PadGemmN),
-                               make_pass_through_transform(GemmK1Number)),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}),
-                    make_tuple(Sequence<0>{}, Sequence<1>{}, Sequence<2>{}));
-
             const auto wei_gemmm_gemmn_pad_grid_desc =
                 transform_tensor_descriptor(wei_grid_desc,
                                             make_tuple(make_right_pad_transform(GemmM, PadGemmM),
@@ -898,8 +868,8 @@ struct TransformConvBwdWeightToGemmV2
                                             make_tuple(Sequence<0>{}, Sequence<1>{}),
                                             make_tuple(Sequence<0>{}, Sequence<1>{}));
 
-            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_pad_grid_desc,
-                              in_gemmkbatch_gemmk0_gemmn_gemmk1_pad_grid_desc,
+            return make_tuple(out_gemmkbatch_gemmk0_gemmm_gemmk1_grid_desc,
+                              in_gemmkbatch_gemmk0_gemmn_gemmk1_grid_desc,
                               wei_gemmm_gemmn_pad_grid_desc);
         }
     } // function end