add cpu hbm support

Author: jikunshang

CMakeLists.txt

@@ -541,6 +541,11 @@ endif()
 
 # ggml
 
+if (GGML_USE_CPU_HBM)
+    add_definitions(-DGGML_USE_CPU_HBM)
+    find_library(memkind memkind REQUIRED)
+endif()
+
 add_library(ggml OBJECT
             ggml.c
             ggml.h
@@ -556,6 +561,9 @@ add_library(ggml OBJECT
 target_include_directories(ggml PUBLIC . ${LLAMA_EXTRA_INCLUDES})
 target_compile_features(ggml PUBLIC c_std_11) # don't bump
 target_link_libraries(ggml PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
+if (GGML_USE_CPU_HBM)
+    target_link_libraries(ggml PUBLIC memkind)
+endif()
 
 add_library(ggml_static STATIC $<TARGET_OBJECTS:ggml>)
 if (BUILD_SHARED_LIBS)

ggml.c

@@ -103,6 +103,9 @@ typedef void * thread_ret_t;
 #include <sys/stat.h>
 #include <unistd.h>
 
+#endif
+#ifdef GGML_USE_CPU_HBM
+#include <hbwmalloc.h>
 #endif
 
 // __FMA__ and __F16C__ are not defined in MSVC, however they are implied with AVX2/AVX512
@@ -193,7 +196,13 @@ typedef void * thread_ret_t;
 #else
 inline static void * ggml_aligned_malloc(size_t size) {
     void * aligned_memory = NULL;
-#ifdef GGML_USE_METAL
+#ifdef GGML_USE_CPU_HBM
+    if (size == 0) {
+        GGML_PRINT("WARNING: Behavior may be unexpected when allocate 0 byte for hbw_posix_memalign!");
+        return NULL;
+    }
+    int result = hbw_posix_memalign(&aligned_memory, 16, size);
+#elif GGML_USE_METAL
     int result = posix_memalign(&aligned_memory, getpagesize(), size);
 #else
     int result = posix_memalign(&aligned_memory, GGML_MEM_ALIGN, size);
@@ -215,8 +224,12 @@ inline static void * ggml_aligned_malloc(size_t size) {
     return aligned_memory;
 }
 #define GGML_ALIGNED_MALLOC(size) ggml_aligned_malloc(size)
+#ifdef GGML_USE_CPU_HBM
+#define GGML_ALIGNED_FREE(ptr)    if(NULL != ptr) hbw_free(ptr)
+#else
 #define GGML_ALIGNED_FREE(ptr)    free(ptr)
 #endif
+#endif
 
 #define UNUSED GGML_UNUSED
 #define SWAP(x, y, T) do { T SWAP = x; x = y; y = SWAP; } while (0)

llama.cpp

@@ -126,6 +126,9 @@ void replace_all(std::string & s, const std::string & search, const std::string
     }
     s = std::move(result);
 }
+#ifdef GGML_USE_CPU_HBM
+#include <hbwmalloc.h>
+#endif
 
 static void zeros(std::ofstream & file, size_t n) {
     char zero = 0;
@@ -412,6 +415,9 @@ static void ggml_graph_compute_helper(std::vector<uint8_t> & buf, ggml_cgraph *
 #elif GGML_USE_METAL
 #   define llama_host_malloc(n)  ggml_metal_host_malloc(n)
 #   define llama_host_free(data) ggml_metal_host_free(data)
+#elif GGML_USE_CPU_HBM
+#   define llama_host_malloc(n)  hbw_malloc(n)
+#   define llama_host_free(data) if(data != NULL) hbw_free(data)
 #else
 #   define llama_host_malloc(n)  malloc(n)
 #   define llama_host_free(data) free(data)
@@ -1446,7 +1452,11 @@ struct llama_model_loader {
             // allocate temp buffer if not using mmap
             if (!use_mmap && cur->data == NULL) {
                 GGML_ASSERT(cur->backend != GGML_BACKEND_CPU);
-                cur->data = malloc(ggml_nbytes(cur));
+                #ifdef GGML_USE_CPU_HBM
+                cur->data = (uint8_t*)hbw_malloc(ggml_nbytes(cur));
+                #else
+                cur->data = (uint8_t*)malloc(ggml_nbytes(cur));
+                #endif
             }
 
             load_data_for(cur);
@@ -5327,7 +5337,7 @@ void llama_backend_init(bool numa) {
 
     // needed to initialize f16 tables
     {
-        struct ggml_init_params params = { 0, NULL, false };
+        struct ggml_init_params params = { 1, NULL, false };
         struct ggml_context * ctx = ggml_init(params);
         ggml_free(ctx);
     }