metal: add missing barriers for mul-mat (#469)

llm/llama.cpp/generate.go

@@ -7,5 +7,7 @@ package llm
 //go:generate git submodule update --force ggml
 //go:generate git -C ggml apply ../ggml_patch/0001-add-detokenize-endpoint.patch
 //go:generate git -C ggml apply ../ggml_patch/0002-34B-model-support.patch
-//go:generate cmake -S ggml -B ggml/build/cpu -DLLAMA_K_QUANTS=on
+//go:generate git -C ggml apply ../ggml_patch/0003-metal-fix-synchronization-in-new-matrix-multiplicati.patch
+//go:generate git -C ggml apply ../ggml_patch/0004-metal-add-missing-barriers-for-mul-mat-2699.patch
+//go:generate cmake --fresh -S ggml -B ggml/build/cpu -DLLAMA_K_QUANTS=on
 //go:generate cmake --build ggml/build/cpu --target server --config Release

llm/llama.cpp/generate_darwin_amd64.go

@@ -4,5 +4,7 @@ package llm
 //go:generate git submodule update --force ggml
 //go:generate git -C ggml apply ../ggml_patch/0001-add-detokenize-endpoint.patch
 //go:generate git -C ggml apply ../ggml_patch/0002-34B-model-support.patch
+//go:generate git -C ggml apply ../ggml_patch/0003-metal-fix-synchronization-in-new-matrix-multiplicati.patch
+//go:generate git -C ggml apply ../ggml_patch/0004-metal-add-missing-barriers-for-mul-mat-2699.patch
 //go:generate cmake --fresh -S ggml -B ggml/build/cpu -DLLAMA_ACCELERATE=on -DLLAMA_K_QUANTS=on -DCMAKE_SYSTEM_PROCESSOR=x86_64 -DCMAKE_OSX_ARCHITECTURES=x86_64
 //go:generate cmake --build ggml/build/cpu --target server --config Release

llm/llama.cpp/generate_darwin_arm64.go

@@ -4,5 +4,7 @@ package llm
 //go:generate git submodule update --force ggml
 //go:generate git -C ggml apply ../ggml_patch/0001-add-detokenize-endpoint.patch
 //go:generate git -C ggml apply ../ggml_patch/0002-34B-model-support.patch
-//go:generate cmake -S ggml -B ggml/build/gpu -DLLAMA_METAL=on -DLLAMA_ACCELERATE=on -DLLAMA_K_QUANTS=on -DCMAKE_SYSTEM_PROCESSOR=arm64 -DCMAKE_OSX_ARCHITECTURES=arm64
+//go:generate git -C ggml apply ../ggml_patch/0003-metal-fix-synchronization-in-new-matrix-multiplicati.patch
+//go:generate git -C ggml apply ../ggml_patch/0004-metal-add-missing-barriers-for-mul-mat-2699.patch
+//go:generate cmake --fresh -S ggml -B ggml/build/gpu -DLLAMA_METAL=on -DLLAMA_ACCELERATE=on -DLLAMA_K_QUANTS=on -DCMAKE_SYSTEM_PROCESSOR=arm64 -DCMAKE_OSX_ARCHITECTURES=arm64
 //go:generate cmake --build ggml/build/gpu --target server --config Release

llm/llama.cpp/ggml_patch/0003-metal-add-missing-barriers-for-mul-mat-2699.patch

+From 8c0ea847ac1460bca534d92266e3471cb31471be Mon Sep 17 00:00:00 2001
+From: Bruce MacDonald <brucewmacdonald@gmail.com>
+Date: Tue, 5 Sep 2023 16:05:08 -0400
+Subject: [PATCH] metal: add missing barriers for mul-mat #2699
+
+---
+ ggml-metal.metal | 2 ++
+ 1 file changed, 2 insertions(+)
+
+diff --git a/ggml-metal.metal b/ggml-metal.metal
+index 3f31252..ce3541f 100644
+--- a/ggml-metal.metal
++++ b/ggml-metal.metal
+@@ -1850,6 +1850,7 @@ kernel void kernel_mul_mm(device const  uchar * src0,
+         //load data and store to threadgroup memory
+         half4x4 temp_a;
+         dequantize_func(x, il, temp_a);
++        threadgroup_barrier(mem_flags::mem_threadgroup);
+         #pragma unroll(16)
+         for (int i = 0; i < 16; i++) {
+             *(sa + SG_MAT_SIZE * ((tiitg / THREAD_PER_ROW / 8) \
+@@ -1895,6 +1896,7 @@ kernel void kernel_mul_mm(device const  uchar * src0,
+         }
+     } else {
+         // block is smaller than 64x32, we should avoid writing data outside of the matrix
++        threadgroup_barrier(mem_flags::mem_threadgroup);
+         threadgroup float *temp_str = ((threadgroup float *)shared_memory) \
+                                       + 32 * (sgitg&1) + (16 * (sgitg>>1)) * BLOCK_SIZE_M;
+         for (int i = 0; i < 8; i++) {
+-- 
+2.39.2 (Apple Git-143)
+

llm/llama.cpp/ggml_patch/0003-metal-fix-synchronization-in-new-matrix-multiplicati.patch

+From dadbed99e65252d79f81101a392d0d6497b86caa Mon Sep 17 00:00:00 2001
+From: Shouzheng Liu <lshzh.hi@gmail.com>
+Date: Mon, 21 Aug 2023 06:59:29 -0400
+Subject: [PATCH] metal : fix synchronization in new matrix multiplication
+ kernel (#2686)
+
+---
+ ggml-metal.metal | 3 ++-
+ 1 file changed, 2 insertions(+), 1 deletion(-)
+
+diff --git a/ggml-metal.metal b/ggml-metal.metal
+index 3f31252..88d48f6 100644
+--- a/ggml-metal.metal
++++ b/ggml-metal.metal
+@@ -1898,10 +1898,11 @@ kernel void kernel_mul_mm(device const  uchar * src0,
+         threadgroup float *temp_str = ((threadgroup float *)shared_memory) \
+                                       + 32 * (sgitg&1) + (16 * (sgitg>>1)) * BLOCK_SIZE_M;
+         for (int i = 0; i < 8; i++) {
++            threadgroup_barrier(mem_flags::mem_device);
+             simdgroup_store(c_res[i], temp_str + 8 * (i%4) + 8 * BLOCK_SIZE_M * (i/4), BLOCK_SIZE_M);
+         }
+ 
+-        threadgroup_barrier(mem_flags::mem_threadgroup);
++        threadgroup_barrier(mem_flags::mem_device);
+         device float *C = dst + BLOCK_SIZE_M * r0 + (BLOCK_SIZE_N * r1) * ne0 + im*ne1*ne0;
+         if (sgitg==0) {
+             for (int i = 0; i < n_rows; i++) {
+-- 
+2.41.0
+

llm/llama.cpp/ggml_patch/0004-metal-add-missing-barriers-for-mul-mat-2699.patch

+From 14b1d7e6f720dee41ce5a826376df738096d9033 Mon Sep 17 00:00:00 2001
+From: Shouzheng Liu <lshzh.hi@gmail.com>
+Date: Tue, 22 Aug 2023 02:18:40 -0400
+Subject: [PATCH] metal : add missing barriers for mul-mat (#2699)
+
+---
+ ggml-metal.metal | 5 +++--
+ 1 file changed, 3 insertions(+), 2 deletions(-)
+
+diff --git a/ggml-metal.metal b/ggml-metal.metal
+index 88d48f6..ce3541f 100644
+--- a/ggml-metal.metal
++++ b/ggml-metal.metal
+@@ -1850,6 +1850,7 @@ kernel void kernel_mul_mm(device const  uchar * src0,
+         //load data and store to threadgroup memory
+         half4x4 temp_a;
+         dequantize_func(x, il, temp_a);
++        threadgroup_barrier(mem_flags::mem_threadgroup);
+         #pragma unroll(16)
+         for (int i = 0; i < 16; i++) {
+             *(sa + SG_MAT_SIZE * ((tiitg / THREAD_PER_ROW / 8) \
+@@ -1895,14 +1896,14 @@ kernel void kernel_mul_mm(device const  uchar * src0,
+         }
+     } else {
+         // block is smaller than 64x32, we should avoid writing data outside of the matrix
++        threadgroup_barrier(mem_flags::mem_threadgroup);
+         threadgroup float *temp_str = ((threadgroup float *)shared_memory) \
+                                       + 32 * (sgitg&1) + (16 * (sgitg>>1)) * BLOCK_SIZE_M;
+         for (int i = 0; i < 8; i++) {
+-            threadgroup_barrier(mem_flags::mem_device);
+             simdgroup_store(c_res[i], temp_str + 8 * (i%4) + 8 * BLOCK_SIZE_M * (i/4), BLOCK_SIZE_M);
+         }
+ 
+-        threadgroup_barrier(mem_flags::mem_device);
++        threadgroup_barrier(mem_flags::mem_threadgroup);
+         device float *C = dst + BLOCK_SIZE_M * r0 + (BLOCK_SIZE_N * r1) * ne0 + im*ne1*ne0;
+         if (sgitg==0) {
+             for (int i = 0; i < n_rows; i++) {
+-- 
+2.41.0
+