[Bugfix][DSV32] Fix overflow in topk. (#30754)

Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>

csrc/sampler.cu

@@ -550,8 +550,8 @@ static __global__ __launch_bounds__(kNumThreadsPerBlock) void topKPerRowPrefill(
   int rowEnd = rowEnds[rowIdx];
 
   // Local pointers to this block
-  outIndices += rowIdx * topK;
-  logits += rowIdx * stride0;
+  outIndices += static_cast<int64_t>(rowIdx) * topK;
+  logits += static_cast<int64_t>(rowIdx) * stride0;
 
   topKPerRowJob<kNumThreadsPerBlock, kNumBins, useRadixSort>(
       nullptr, logits, rowStart, rowEnd, outIndices, nullptr, stride1, topK);
@@ -576,19 +576,21 @@ static __global__ __launch_bounds__(kNumThreadsPerBlock) void topKPerRowDecode(
 
   // Local pointers to this block
   if constexpr (!multipleBlocksPerRow && !mergeBlocks) {
-    outIndices += rowIdx * topK;
+    outIndices += static_cast<int64_t>(rowIdx) * topK;
   } else if constexpr (multipleBlocksPerRow) {
     const auto blockSize = rowEnd / gridDim.y;  // 16384 / 2 = 8192
     rowStart = blockSize * blockIdx.y;          // 8192 * 1 = 8192
     rowEnd = gridDim.y == blockIdx.y + 1 ? rowEnd : rowStart + blockSize;
-    outIndices += rowIdx * gridDim.y * topK + blockIdx.y * topK;
-    outLogits += rowIdx * gridDim.y * topK + blockIdx.y * topK;
+    outIndices +=
+        static_cast<int64_t>(rowIdx) * gridDim.y * topK + blockIdx.y * topK;
+    outLogits +=
+        static_cast<int64_t>(rowIdx) * gridDim.y * topK + blockIdx.y * topK;
   } else if constexpr (mergeBlocks) {
     rowEnd = numBlocksToMerge * topK;
-    indices += rowIdx * numBlocksToMerge * topK;
-    outIndices += rowIdx * topK;
+    indices += static_cast<int64_t>(rowIdx) * numBlocksToMerge * topK;
+    outIndices += static_cast<int64_t>(rowIdx) * topK;
   }
-  logits += rowIdx * stride0;
+  logits += static_cast<int64_t>(rowIdx) * stride0;
 
   topKPerRowJob<kNumThreadsPerBlock, kNumBins, useRadixSort,
                 multipleBlocksPerRow, mergeBlocks>(