Minimal PV with s_p_vals in SMEM

2026-05-28 14:38:58 +00:00
parent 97ebb964a2
commit e9f8f9e6e3
1 changed files with 92 additions and 0 deletions
--- a/tests/unit/test_minimal_pv.cu
+++ b/tests/unit/test_minimal_pv.cu
@@ -0,0 +1,92 @@
+/**
+ * Minimal debug: write P to SMEM + 1 PV SS MMA K-tile.
+ * No QK, no TMEM softmax read, no V load.
+ * Start from what test_pv_ss_128.cu does and add the P fill pattern.
+ */
+
+#include <cuda_runtime.h>
+#include <cstdio>
+#include <cstring>
+
+#include "dsv4/kernels/attention/fmha_common.cuh"
+#include "dsv4/kernels/attention/fmha_umma_desc.cuh"
+
+using namespace dsv4::kernels::attention;
+
+static bf16_t f32_to_bf16_host(float f) { uint32_t u; memcpy(&u,&f,4); return (uint16_t)(u>>16); }
+
+constexpr int HD = 16, SK = 128, BLOCK_MN = 128;
+constexpr int TILE_SZ = BLOCK_MN * MMA_K_BF16;
+
+__global__ void __launch_bounds__(128)
+test_minimal_pv()
+{
+    const int tid = threadIdx.x, wid = tid / 32, lane = tid % 32;
+
+    extern __shared__ char sbuf[];
+    uint32_t* sTmemBase = (uint32_t*)sbuf;
+    bf16_t* sPk = (bf16_t*)(((uintptr_t)(sbuf + 4) + 15) & ~(uintptr_t)15);
+    bf16_t* sV = (bf16_t*)(((uintptr_t)(sPk + TILE_SZ) + 127) & ~(uintptr_t)127);
+    float* s_p_vals = (float*)(sV + 256);  // 16 P values for 1 K-tile
+
+    // Set s_p_vals = all 0.5
+    for (int j = tid; j < 16; j += 128) s_p_vals[j] = 0.5f;
+    __syncthreads();
+
+    // Fill sPk: (128, 16) canonical, row 0 = s_p_vals
+    for (int i = tid; i < TILE_SZ; i += 128) sPk[i] = 0;
+    __syncthreads();
+    if (tid < 16) {
+        int c = tid;
+        int ck = c / 8, lc = c % 8;
+        int dst_idx = ck * 16 * 64 + 0 * 64 + 0 * 8 + lc;
+        sPk[dst_idx] = f32_to_bf16(s_p_vals[c]);
+    }
+    __syncthreads();
+
+    // Fill sV: (16, 16) canonical, all 1.0
+    for (int i = tid; i < 256; i += 128) sV[i] = 0;
+    __syncthreads();
+    for (int i = tid; i < 256; i += 128) {
+        int r = i / 16, c = i % 16;
+        int ck = c / 8, lc = c % 8, tmn = r / 8, lr = r % 8;
+        sV[ck * 2 * 64 + tmn * 64 + lr * 8 + lc] = f32_to_bf16(1.0f);
+    }
+    __syncthreads();
+
+    // TMEM alloc
+    if (wid == 1) tmem_alloc(__cvta_generic_to_shared(sTmemBase), 128);
+    __syncthreads();
+    uint32_t tb = *sTmemBase;
+
+    // PV SS MMA
+    uint64_t dp = make_umma_desc_kmajor_none(__cvta_generic_to_shared(sPk), BLOCK_MN);
+    uint64_t dv = make_umma_desc_kmajor_none(__cvta_generic_to_shared(sV), 16);
+    uint32_t idesc = make_idesc(BLOCK_MN, HD);
+    if (tid == 0) umma_ss_f16(tb, dp, dv, idesc, false);
+    asm volatile("tcgen05.fence::after_thread_sync;" ::: "memory");
+    __syncthreads();
+
+    // Read O
+    if (wid == 0) {
+        float tmp[8];
+        asm volatile("tcgen05.ld.sync.aligned.32x32b.x8.b32 {%0,%1,%2,%3,%4,%5,%6,%7},[%8];"
+            : "=f"(tmp[0]),"=f"(tmp[1]),"=f"(tmp[2]),"=f"(tmp[3]),
+              "=f"(tmp[4]),"=f"(tmp[5]),"=f"(tmp[6]),"=f"(tmp[7])
+            : "r"(tb));
+        asm volatile("tcgen05.wait::ld.sync.aligned;");
+        if (lane == 0) { printf("O[0,0..7]: "); for(int c=0;c<8;c++) printf("%.1f ", tmp[c]); printf("(expect 8.0)\n"); }
+    }
+
+    if (wid == 0) tmem_dealloc(tb, 128);
+}
+
+int main() {
+    printf("=== Minimal PV with s_p_vals ===\n");
+    int smem = (4+16 + TILE_SZ*2 + 256*2 + 16*4 + 256 + 127) & ~127;
+    printf("SMEM: %d bytes\n", smem);
+    test_minimal_pv<<<1, 128, smem>>>();
+    cudaError_t err = cudaDeviceSynchronize();
+    if (err != cudaSuccess) { printf("CUDA ERROR: %s\n", cudaGetErrorString(err)); return 1; }
+    return 0;
+}