diff --git a/paddle/phi/kernels/gpu/cum_kernel.cu b/paddle/phi/kernels/gpu/cum_kernel.cu
index 837914fb2db0621ba12fbc9442d9808513f8293a..40d7f74379fa74e9c1a7a64d88d1d45cc97f45ea 100644
--- a/paddle/phi/kernels/gpu/cum_kernel.cu
+++ b/paddle/phi/kernels/gpu/cum_kernel.cu
@@ -176,10 +176,8 @@ __global__ void BlockScanKernel(T* d_out,
   } temp_storage;
 
   int bx = blockIdx.x;
-  int by = blockIdx.y;
 
   BlockPrefixCallbackOp<T, Op> prefix_op(Identity<T, Op>::value, op);
-  T block_aggregate = static_cast<T>(0);
 
   // Obtain this block's segment of consecutive keys (blocked across threads)
   int item_per_block = BLOCK_THREADS * ITEMS_PER_THREAD;
@@ -192,7 +190,7 @@ __global__ void BlockScanKernel(T* d_out,
       valid_item = scan_size;
     }
 
-    int offset = bx * scan_size + block_offset + by * (inner_size * scan_size);
+    int offset = block_offset + bx * scan_size;
 
     T thread_keys[ITEMS_PER_THREAD];
     BlockLoadT(temp_storage.load)
@@ -307,6 +305,7 @@ void ScanKernel(const Context& dev_ctx,
   int outer_size = height / scan_size;
   int inner_size = width;
   // Consider the size of shared memory, here block size is 128
+
   dim3 scan_grid(outer_size, inner_size);
   dim3 reverse_grid = scan_grid;
   if (reverse) {
@@ -322,13 +321,14 @@ void ScanKernel(const Context& dev_ctx,
           in_data, out_data, scan_size, outer_size, inner_size);
     }
   }
+  int64_t grid_size = outer_size * inner_size;
   if (!transpose && !reverse) {
-    BlockScanKernel<T, 128, 4, Op><<<scan_grid, 128, 0, dev_ctx.stream()>>>(
+    BlockScanKernel<T, 128, 4, Op><<<grid_size, 128, 0, dev_ctx.stream()>>>(
         out_data, in_data, outer_size, inner_size, scan_size, exclusive, op);
 
   } else {
     BlockScanKernel<T, 128, 4, Op>
-        <<<scan_grid, 128, 0, dev_ctx.stream()>>>(next_out_data,
+        <<<grid_size, 128, 0, dev_ctx.stream()>>>(next_out_data,
                                                   next_in_data,
                                                   outer_size,
                                                   inner_size,