]> git.djapps.eu Git - pkg/ggml/sources/ggml/commitdiff
metal : minor fixup in FA kernel (llama/10143)
authorGeorgi Gerganov <redacted>
Sun, 3 Nov 2024 13:18:40 +0000 (15:18 +0200)
committerGeorgi Gerganov <redacted>
Mon, 4 Nov 2024 17:42:09 +0000 (19:42 +0200)
* metal : minor fixup in FA kernel

ggml-ci

* metal : use the unrolled loop variable

* metal : remove unused var

src/ggml-metal.metal

index defde6246f12945ae467f37b6e7f7d8ee64fdeff..57eb34f13ac8548aa8164d8d2e09d78a24d4ce4c 100644 (file)
@@ -2776,11 +2776,11 @@ kernel void kernel_flash_attn_ext_vec_f16(
         const short iv3 = iq3 / rv3;
 
         // load the queries from shared memory into local memory
-        float4 mq[D4];
+        float4 mq[D4/NW];
 
         for (short ii = 0; ii < D4; ii += NW) {
             short i = ii + tiisg;
-            mq[i] = (float4) sq4[i];
+            mq[ii/NW] = (float4) sq4[i];
         }
 
         // pointer to the mask
@@ -2812,7 +2812,7 @@ kernel void kernel_flash_attn_ext_vec_f16(
                         mk[2] = (float4) pk4[i + 2*(nb11/8)];
                         mk[3] = (float4) pk4[i + 3*(nb11/8)];
 
-                        mqk += (float4) (mq[i] * mk);
+                        mqk += (float4) (mq[ii/NW] * mk);
                     }
 
                     // reduce the results from the threads in the simdgroup
@@ -2857,8 +2857,7 @@ kernel void kernel_flash_attn_ext_vec_f16(
                 // O = diag(ms)*O
 #pragma unroll
                 for (short ii = 0; ii < D4; ii += NW) {
-                    const short i = ii + tiisg;
-                    lo[i/NW] *= ms;
+                    lo[ii/NW] *= ms;
                 }
             }
 
@@ -2872,10 +2871,10 @@ kernel void kernel_flash_attn_ext_vec_f16(
                     for (short ii = 0; ii < D4; ii += NW) {
                         const short i = ii + tiisg;
 
-                        lo[i/NW] += pv4[i + 0*(nb21/8)] * ss[4*cc + 0];
-                        lo[i/NW] += pv4[i + 1*(nb21/8)] * ss[4*cc + 1];
-                        lo[i/NW] += pv4[i + 2*(nb21/8)] * ss[4*cc + 2];
-                        lo[i/NW] += pv4[i + 3*(nb21/8)] * ss[4*cc + 3];
+                        lo[ii/NW] += pv4[i + 0*(nb21/8)] * ss[4*cc + 0];
+                        lo[ii/NW] += pv4[i + 1*(nb21/8)] * ss[4*cc + 1];
+                        lo[ii/NW] += pv4[i + 2*(nb21/8)] * ss[4*cc + 2];
+                        lo[ii/NW] += pv4[i + 3*(nb21/8)] * ss[4*cc + 3];
                     }
                 }
             }