mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2025-06-26 11:45:21 +00:00
@ -48,22 +48,28 @@ static struct ggml_backend_metal_device_context {
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int mtl_device_ref_count;
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id<MTLLibrary> mtl_library;
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NSLock * mtl_lock;
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bool has_simdgroup_reduction;
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bool has_simdgroup_mm;
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bool has_residency_sets;
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bool has_bfloat;
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bool use_bfloat;
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size_t max_size;
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char name[128];
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} g_ggml_ctx_dev_main = {
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/*.mtl_device =*/ nil,
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/*.mtl_device_ref_count =*/ 0,
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/*.mtl_library =*/ nil,
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/*.mtl_lock =*/ nil,
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/*.has_simdgroup_reduction =*/ false,
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/*.has_simdgroup_mm =*/ false,
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/*.has_residency_sets =*/ false,
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/*.has_bfloat =*/ false,
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/*.use_bfloat =*/ false,
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/*.max_size =*/ 0,
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/*.name =*/ "",
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};
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@ -71,6 +77,10 @@ static struct ggml_backend_metal_device_context {
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static id<MTLDevice> ggml_backend_metal_device_acq(struct ggml_backend_metal_device_context * ctx) {
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assert(ctx != NULL);
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if (ctx->mtl_lock == nil) {
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ctx->mtl_lock = [[NSLock alloc] init];
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}
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if (ctx->mtl_device == nil) {
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ctx->mtl_device = MTLCreateSystemDefaultDevice();
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}
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@ -94,6 +104,8 @@ static id<MTLDevice> ggml_backend_metal_device_acq(struct ggml_backend_metal_dev
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ctx->use_bfloat = false;
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#endif
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ctx->max_size = ctx->mtl_device.maxBufferLength;
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strncpy(ctx->name, [[ctx->mtl_device name] UTF8String], sizeof(ctx->name) - 1);
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}
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@ -110,6 +122,11 @@ static void ggml_backend_metal_device_rel(struct ggml_backend_metal_device_conte
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ctx->mtl_device_ref_count--;
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if (ctx->mtl_device_ref_count == 0) {
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if (ctx->mtl_lock) {
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[ctx->mtl_lock release];
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ctx->mtl_lock = nil;
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}
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if (ctx->mtl_library) {
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[ctx->mtl_library release];
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ctx->mtl_library = nil;
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@ -977,7 +994,7 @@ static struct ggml_backend_metal_context * ggml_metal_init(ggml_backend_dev_t de
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struct ggml_backend_metal_context * ctx = calloc(1, sizeof(struct ggml_backend_metal_context));
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struct ggml_backend_metal_device_context * ctx_dev = dev->context;
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id<MTLDevice> device = ggml_backend_metal_device_acq(ctx_dev);
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id<MTLDevice> device = ctx_dev->mtl_device;
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GGML_LOG_INFO("%s: picking default device: %s\n", __func__, [[device name] UTF8String]);
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@ -991,9 +1008,16 @@ static struct ggml_backend_metal_context * ggml_metal_init(ggml_backend_dev_t de
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ctx->d_queue = dispatch_queue_create("ggml-metal", DISPATCH_QUEUE_CONCURRENT);
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// load library
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if (ctx_dev->mtl_library == nil) {
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ctx_dev->mtl_library = ggml_metal_load_library(device, ctx_dev->use_bfloat);
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{
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[ctx_dev->mtl_lock lock];
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if (ctx_dev->mtl_library == nil) {
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ctx_dev->mtl_library = ggml_metal_load_library(device, ctx_dev->use_bfloat);
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}
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[ctx_dev->mtl_lock unlock];
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}
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id<MTLLibrary> metal_library = ctx_dev->mtl_library;
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if (metal_library == nil) {
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GGML_LOG_ERROR("%s: error: metal library is nil\n", __func__);
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@ -5284,7 +5308,6 @@ static void ggml_backend_metal_buffer_free_buffer(ggml_backend_buffer_t buffer)
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}
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ggml_backend_metal_buffer_rset_free(ctx);
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ggml_backend_metal_device_rel(buffer->buft->device->context);
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if (ctx->owned) {
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#if TARGET_OS_OSX
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@ -5393,7 +5416,10 @@ static ggml_backend_buffer_t ggml_backend_metal_buffer_type_alloc_buffer(ggml_ba
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}
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struct ggml_backend_metal_device_context * ctx_dev = (struct ggml_backend_metal_device_context *)buft->device->context;
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id<MTLDevice> device = ggml_backend_metal_device_acq(ctx_dev);
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GGML_ASSERT(ctx_dev->mtl_device != nil);
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id<MTLDevice> device = ctx_dev->mtl_device;
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ctx->all_data = ggml_metal_host_malloc(size_aligned);
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ctx->all_size = size_aligned;
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@ -5416,14 +5442,12 @@ static ggml_backend_buffer_t ggml_backend_metal_buffer_type_alloc_buffer(ggml_ba
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if (size_aligned > 0 && (ctx->all_data == NULL || ctx->buffers[0].metal == nil)) {
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GGML_LOG_ERROR("%s: error: failed to allocate buffer, size = %8.2f MiB\n", __func__, size_aligned / 1024.0 / 1024.0);
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free(ctx);
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ggml_backend_metal_device_rel(ctx_dev);
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return NULL;
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}
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if (!ggml_backend_metal_buffer_rset_init(ctx, ctx_dev, device)) {
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GGML_LOG_ERROR("%s: error: failed to initialize residency set\n", __func__);
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free(ctx);
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ggml_backend_metal_device_rel(ctx_dev);
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return NULL;
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}
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@ -5434,17 +5458,14 @@ static ggml_backend_buffer_t ggml_backend_metal_buffer_type_alloc_buffer(ggml_ba
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static size_t ggml_backend_metal_buffer_type_get_alignment(ggml_backend_buffer_type_t buft) {
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return 32;
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GGML_UNUSED(buft);
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}
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static size_t ggml_backend_metal_buffer_type_get_max_size(ggml_backend_buffer_type_t buft) {
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id<MTLDevice> device = ggml_backend_metal_device_acq(buft->device->context);
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const size_t max_size = device.maxBufferLength;
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ggml_backend_metal_device_rel(buft->device->context);
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const size_t max_size = ((struct ggml_backend_metal_device_context *)buft->device->context)->max_size;
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return max_size;
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GGML_UNUSED(buft);
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}
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static bool ggml_backend_metal_buffer_type_is_host(ggml_backend_buffer_type_t buft) {
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@ -5517,7 +5538,10 @@ ggml_backend_buffer_t ggml_backend_metal_buffer_from_ptr(void * data, size_t siz
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}
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struct ggml_backend_metal_device_context * ctx_dev = &g_ggml_ctx_dev_main;
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id<MTLDevice> device = ggml_backend_metal_device_acq(ctx_dev);
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GGML_ASSERT(ctx_dev->mtl_device != nil);
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id<MTLDevice> device = ctx_dev->mtl_device;
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// the buffer fits into the max buffer size allowed by the device
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if (size_aligned <= device.maxBufferLength) {
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@ -5573,7 +5597,6 @@ ggml_backend_buffer_t ggml_backend_metal_buffer_from_ptr(void * data, size_t siz
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if (!ggml_backend_metal_buffer_rset_init(ctx, ctx_dev, device)) {
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GGML_LOG_ERROR("%s: error: failed to initialize residency set\n", __func__);
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free(ctx);
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ggml_backend_metal_device_rel(ctx_dev);
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return NULL;
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}
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@ -5589,10 +5612,8 @@ static const char * ggml_backend_metal_name(ggml_backend_t backend) {
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}
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static void ggml_backend_metal_free(ggml_backend_t backend) {
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struct ggml_backend_metal_context * ctx = backend->context;
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struct ggml_backend_metal_device_context * ctx_dev = backend->device->context;
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struct ggml_backend_metal_context * ctx = backend->context;
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ggml_backend_metal_device_rel(ctx_dev);
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ggml_metal_free(ctx);
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free(backend);
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@ -5732,6 +5753,8 @@ bool ggml_backend_metal_supports_family(ggml_backend_t backend, int family) {
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struct ggml_backend_metal_device_context * ctx_dev = backend->device->context;
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GGML_ASSERT(ctx_dev->mtl_device != nil);
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return [ctx_dev->mtl_device supportsFamily:(MTLGPUFamilyApple1 + family - 1)];
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}
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@ -5751,10 +5774,7 @@ static const char * ggml_backend_metal_device_get_name(ggml_backend_dev_t dev) {
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}
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static const char * ggml_backend_metal_device_get_description(ggml_backend_dev_t dev) {
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// acq/rel just to populate ctx->name in case it hasn't been done yet
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struct ggml_backend_metal_device_context * ctx_dev = (struct ggml_backend_metal_device_context *)dev->context;
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ggml_backend_metal_device_acq(ctx_dev);
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ggml_backend_metal_device_rel(ctx_dev);
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return ctx_dev->name;
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}
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@ -5762,12 +5782,10 @@ static const char * ggml_backend_metal_device_get_description(ggml_backend_dev_t
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static void ggml_backend_metal_device_get_memory(ggml_backend_dev_t dev, size_t * free, size_t * total) {
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if (@available(macOS 10.12, iOS 16.0, *)) {
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struct ggml_backend_metal_device_context * ctx_dev = (struct ggml_backend_metal_device_context *)dev->context;
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id<MTLDevice> device = ggml_backend_metal_device_acq(ctx_dev);
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id<MTLDevice> device = ctx_dev->mtl_device;
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*total = device.recommendedMaxWorkingSetSize;
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*free = *total - device.currentAllocatedSize;
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ggml_backend_metal_device_rel(ctx_dev);
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} else {
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*free = 1;
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*total = 1;
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@ -5845,7 +5863,10 @@ static ggml_backend_buffer_t ggml_backend_metal_device_buffer_from_ptr(ggml_back
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}
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struct ggml_backend_metal_device_context * ctx_dev = (struct ggml_backend_metal_device_context *)dev->context;
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id<MTLDevice> device = ggml_backend_metal_device_acq(ctx_dev);
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GGML_ASSERT(ctx_dev->mtl_device != nil);
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id<MTLDevice> device = ctx_dev->mtl_device;
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// the buffer fits into the max buffer size allowed by the device
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if (size_aligned <= device.maxBufferLength) {
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@ -5901,7 +5922,6 @@ static ggml_backend_buffer_t ggml_backend_metal_device_buffer_from_ptr(ggml_back
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if (!ggml_backend_metal_buffer_rset_init(ctx, ctx_dev, device)) {
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GGML_LOG_ERROR("%s: error: failed to initialize residency set\n", __func__);
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free(ctx);
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ggml_backend_metal_device_rel(ctx_dev);
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return NULL;
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}
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@ -5915,8 +5935,9 @@ static bool ggml_backend_metal_device_supports_op(ggml_backend_dev_t dev, const
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}
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static bool ggml_backend_metal_device_supports_buft(ggml_backend_dev_t dev, ggml_backend_buffer_type_t buft) {
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return buft->iface.get_name == ggml_backend_metal_buffer_type_get_name ||
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buft->iface.get_name == ggml_backend_metal_buffer_from_ptr_type_get_name;
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return
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buft->iface.get_name == ggml_backend_metal_buffer_type_get_name ||
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buft->iface.get_name == ggml_backend_metal_buffer_from_ptr_type_get_name;
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GGML_UNUSED(dev);
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}
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@ -6001,8 +6022,19 @@ static struct ggml_backend_reg_i ggml_backend_metal_reg_i = {
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/* .get_proc_address = */ ggml_backend_metal_get_proc_address,
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};
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// called upon program exit
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static void ggml_metal_cleanup(void) {
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ggml_backend_metal_device_rel(&g_ggml_ctx_dev_main);
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}
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// TODO: make thread-safe
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ggml_backend_reg_t ggml_backend_metal_reg(void) {
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// TODO: make this thread-safe somehow?
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ggml_backend_metal_device_acq(&g_ggml_ctx_dev_main);
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// register cleanup callback
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// TODO: not ideal, but not sure if there is a better way to do this in Objective-C
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atexit(ggml_metal_cleanup);
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{
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g_ggml_backend_metal_reg = (struct ggml_backend_reg) {
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/* .api_version = */ GGML_BACKEND_API_VERSION,
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