diff --git a/tests/unit/test_tma_debug.cu b/tests/unit/test_tma_debug.cu
new file mode 100644
index 00000000..fb32c62e
--- /dev/null
+++ b/tests/unit/test_tma_debug.cu
@@ -0,0 +1,58 @@
+#include <cuda.h>
+#include <cuda_runtime.h>
+#include <cstdio>
+
+typedef unsigned short bf16_t;
+
+int main() {
+    printf("=== CUtensorMap parameter debug ===\n");
+    bf16_t* d_data;
+    cudaMalloc(&d_data, 128*16*2);
+    
+    // Test 1: BF16 2D (16, 128) with byte strides
+    {
+        uint64_t gdim[] = {16, 128};
+        uint64_t gstr[] = {2, 32};
+        uint32_t tdim[] = {16, 128};
+        uint32_t tstr[] = {1, 16};
+        CUtensorMap tma;
+        CUresult r = cuTensorMapEncodeTiled(&tma, CU_TENSOR_MAP_DATA_TYPE_BFLOAT16, 2, d_data, gdim, gstr, tdim, tstr, CU_TENSOR_MAP_INTERLEAVE_NONE, CU_TENSOR_MAP_SWIZZLE_NONE, CU_TENSOR_MAP_L2_PROMOTION_NONE, CU_TENSOR_MAP_FLOAT_OOB_FILL_NONE);
+        printf("BF16 (16,128) gstr=[2,32]: result=%d\n", r);
+    }
+    
+    // Test 2: UINT16 2D
+    {
+        uint64_t gdim[] = {16, 128};
+        uint64_t gstr[] = {2, 32};
+        uint32_t tdim[] = {16, 128};
+        uint32_t tstr[] = {1, 16};
+        CUtensorMap tma;
+        CUresult r = cuTensorMapEncodeTiled(&tma, CU_TENSOR_MAP_DATA_TYPE_UINT16, 2, d_data, gdim, gstr, tdim, tstr, CU_TENSOR_MAP_INTERLEAVE_NONE, CU_TENSOR_MAP_SWIZZLE_NONE, CU_TENSOR_MAP_L2_PROMOTION_NONE, CU_TENSOR_MAP_FLOAT_OOB_FILL_NONE);
+        printf("UINT16 (16,128) gstr=[2,32]: result=%d\n", r);
+    }
+    
+    // Test 3: Smaller tile
+    {
+        uint64_t gdim[] = {16, 128};
+        uint64_t gstr[] = {2, 32};
+        uint32_t tdim[] = {16, 8};  // 8 rows per tile
+        uint32_t tstr[] = {1, 16};
+        CUtensorMap tma;
+        CUresult r = cuTensorMapEncodeTiled(&tma, CU_TENSOR_MAP_DATA_TYPE_BFLOAT16, 2, d_data, gdim, gstr, tdim, tstr, CU_TENSOR_MAP_INTERLEAVE_NONE, CU_TENSOR_MAP_SWIZZLE_NONE, CU_TENSOR_MAP_L2_PROMOTION_NONE, CU_TENSOR_MAP_FLOAT_OOB_FILL_NONE);
+        printf("BF16 (16,8) tile: result=%d\n", r);
+    }
+    
+    // Test 4: UINT8 1D
+    {
+        uint64_t gdim[] = {4096};
+        uint64_t gstr[] = {2};
+        uint32_t tdim[] = {256};
+        uint32_t tstr[] = {1};
+        CUtensorMap tma;
+        CUresult r = cuTensorMapEncodeTiled(&tma, CU_TENSOR_MAP_DATA_TYPE_UINT8, 1, d_data, gdim, gstr, tdim, tstr, CU_TENSOR_MAP_INTERLEAVE_NONE, CU_TENSOR_MAP_SWIZZLE_NONE, CU_TENSOR_MAP_L2_PROMOTION_NONE, CU_TENSOR_MAP_FLOAT_OOB_FILL_NONE);
+        printf("UINT8 1D: result=%d\n", r);
+    }
+    
+    cudaFree(d_data);
+    return 0;
+}