metal : add events
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4d19e61cd6
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5c35f46496
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@ -25,6 +25,9 @@ void ggml_metal_get_tensor_async(ggml_metal_t ctx, const struct ggml_tensor * te
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enum ggml_status ggml_metal_graph_compute (ggml_metal_t ctx, struct ggml_cgraph * gf);
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void ggml_metal_graph_optimize(ggml_metal_t ctx, struct ggml_cgraph * gf);
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void ggml_metal_event_record(ggml_metal_t ctx, ggml_metal_event_t ev);
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void ggml_metal_event_wait (ggml_metal_t ctx, ggml_metal_event_t ev);
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void ggml_metal_set_n_cb (ggml_metal_t ctx, int n_cb);
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void ggml_metal_set_abort_callback (ggml_metal_t ctx, ggml_abort_callback abort_callback, void * user_data);
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bool ggml_metal_supports_family (ggml_metal_t ctx, int family);
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@ -281,8 +281,8 @@ void ggml_metal_set_tensor_async(ggml_metal_t ctx, struct ggml_tensor * tensor,
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// wrap the source data into a Metal buffer
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id<MTLDevice> device = ggml_metal_device_get_obj(ctx->dev);
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id<MTLBuffer> buf_src = [device newBufferWithBytes:data
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length:size
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options:MTLResourceStorageModeShared];
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length:size
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options:MTLResourceStorageModeShared];
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GGML_ASSERT(buf_src);
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@ -324,9 +324,9 @@ void ggml_metal_get_tensor_async(ggml_metal_t ctx, const struct ggml_tensor * te
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@autoreleasepool {
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id<MTLDevice> device = ggml_metal_device_get_obj(ctx->dev);
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id<MTLBuffer> buf_dst = [device newBufferWithBytesNoCopy:data
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length:size
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options:MTLResourceStorageModeShared
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deallocator:nil];
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length:size
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options:MTLResourceStorageModeShared
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deallocator:nil];
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GGML_ASSERT(buf_dst);
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@ -538,6 +538,38 @@ void ggml_metal_graph_optimize(ggml_metal_t ctx, struct ggml_cgraph * gf) {
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//printf("%s: graph optimize took %.3f ms\n", __func__, (ggml_time_us() - t_start) / 1000.0);
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}
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void ggml_metal_event_record(ggml_metal_t ctx, ggml_metal_event_t ev) {
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@autoreleasepool {
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id<MTLCommandQueue> queue = ggml_metal_device_get_queue(ctx->dev);
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id<MTLCommandBuffer> cmd_buf = [queue commandBuffer];
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ggml_metal_event_encode_signal(ev, cmd_buf);
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[cmd_buf commit];
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[ctx->cmd_bufs_ext addObject:cmd_buf];
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ctx->cmd_buf_last = cmd_buf;
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[cmd_buf retain];
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}
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}
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void ggml_metal_event_wait(ggml_metal_t ctx, ggml_metal_event_t ev) {
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@autoreleasepool {
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id<MTLCommandQueue> queue = ggml_metal_device_get_queue(ctx->dev);
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id<MTLCommandBuffer> cmd_buf = [queue commandBuffer];
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ggml_metal_event_encode_wait(ev, cmd_buf);
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[cmd_buf commit];
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[ctx->cmd_bufs_ext addObject:cmd_buf];
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ctx->cmd_buf_last = cmd_buf;
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[cmd_buf retain];
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}
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}
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void ggml_metal_set_n_cb(ggml_metal_t ctx, int n_cb) {
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if (ctx->n_cb != n_cb) {
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ctx->n_cb = MIN(n_cb, GGML_METAL_MAX_COMMAND_BUFFERS);
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@ -226,6 +226,11 @@ struct ggml_metal_device_props {
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int op_offload_min_batch_size;
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};
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typedef struct ggml_metal_event * ggml_metal_event_t;
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void ggml_metal_event_encode_signal(ggml_metal_event_t ev, ggml_metal_cmd_buf_t cmd_buf);
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void ggml_metal_event_encode_wait (ggml_metal_event_t ev, ggml_metal_cmd_buf_t cmd_buf);
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ggml_metal_device_t ggml_metal_device_init(int device);
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void ggml_metal_device_free(ggml_metal_device_t dev);
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@ -241,6 +246,10 @@ void ggml_metal_device_rsets_rm (ggml_metal_device_t dev, ggml_metal_rset_t rset
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void ggml_metal_device_rsets_keep_alive(ggml_metal_device_t dev);
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ggml_metal_event_t ggml_metal_device_event_new(ggml_metal_device_t dev);
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void ggml_metal_device_event_free(ggml_metal_device_t dev, ggml_metal_event_t ev);
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void ggml_metal_device_event_synchronize(ggml_metal_device_t dev, ggml_metal_event_t ev);
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void ggml_metal_device_get_memory(ggml_metal_device_t dev, size_t * free, size_t * total);
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bool ggml_metal_device_supports_op(ggml_metal_device_t dev, const struct ggml_tensor * op);
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@ -926,6 +926,59 @@ void ggml_metal_device_rsets_keep_alive(ggml_metal_device_t dev) {
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atomic_store_explicit(&dev->rsets->d_loop, 2*dev->rsets->keep_alive_s, memory_order_relaxed);
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}
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struct ggml_metal_event {
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void * obj; // id<MTLEvent>
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atomic_int value;
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};
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void ggml_metal_event_encode_signal(ggml_metal_event_t ev, ggml_metal_cmd_buf_t cmd_buf_raw) {
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id<MTLEvent> event = (id<MTLEvent>)ev->obj;
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id<MTLCommandBuffer> cmd_buf = (id<MTLCommandBuffer>) cmd_buf_raw;
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[cmd_buf encodeSignalEvent:event value:atomic_fetch_add_explicit(&ev->value, 1, memory_order_relaxed) + 1];
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}
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void ggml_metal_event_encode_wait(ggml_metal_event_t ev, ggml_metal_cmd_buf_t cmd_buf_raw) {
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id<MTLEvent> event = (id<MTLEvent>)ev->obj;
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id<MTLCommandBuffer> cmd_buf = (id<MTLCommandBuffer>) cmd_buf_raw;
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[cmd_buf encodeWaitForEvent:event value:atomic_load_explicit(&ev->value, memory_order_relaxed)];
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}
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ggml_metal_event_t ggml_metal_device_event_new(ggml_metal_device_t dev) {
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id<MTLEvent> event = [dev->mtl_device newEvent];
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ggml_metal_event_t ev = calloc(1, sizeof(struct ggml_metal_event));
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ev->obj = (__bridge void *)event;
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ev->value = 0;
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return ev;
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}
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void ggml_metal_device_event_free(ggml_metal_device_t dev, ggml_metal_event_t ev) {
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id<MTLEvent> event = ev->obj;
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[event release];
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free(ev);
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GGML_UNUSED(dev);
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}
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void ggml_metal_device_event_synchronize(ggml_metal_device_t dev, ggml_metal_event_t ev) {
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@autoreleasepool {
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id<MTLEvent> event = ev->obj;
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id<MTLCommandBuffer> cmd_buf = [dev->mtl_queue commandBuffer];
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[cmd_buf encodeWaitForEvent:event value:atomic_load_explicit(&ev->value, memory_order_relaxed)];
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[cmd_buf commit];
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[cmd_buf waitUntilCompleted];
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}
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}
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void ggml_metal_device_get_memory(ggml_metal_device_t dev, size_t * free, size_t * total) {
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if (@available(macOS 10.12, iOS 16.0, *)) {
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*total = dev->mtl_device.recommendedMaxWorkingSetSize;
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@ -510,6 +510,20 @@ static enum ggml_status ggml_backend_metal_graph_compute(ggml_backend_t backend,
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return ggml_metal_graph_compute(ctx, cgraph);
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}
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static void ggml_backend_metal_event_record(ggml_backend_t backend, ggml_backend_event_t event) {
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ggml_metal_t ctx = (ggml_metal_t)backend->context;
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ggml_metal_event_t ev = (ggml_metal_event_t)event->context;
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ggml_metal_event_record(ctx, ev);
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}
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static void ggml_backend_metal_event_wait(ggml_backend_t backend, ggml_backend_event_t event) {
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ggml_metal_t ctx = (ggml_metal_t)backend->context;
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ggml_metal_event_t ev = (ggml_metal_event_t)event->context;
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ggml_metal_event_wait(ctx, ev);
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}
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static void ggml_backend_metal_graph_optimize(ggml_backend_t backend, ggml_cgraph * cgraph) {
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ggml_metal_t ctx = (ggml_metal_t)backend->context;
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@ -536,12 +550,8 @@ static ggml_backend_i ggml_backend_metal_i = {
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/* .graph_plan_update = */ NULL,
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/* .graph_plan_compute = */ NULL,
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/* .graph_compute = */ ggml_backend_metal_graph_compute,
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// the events API is needed only for multi-GPU setups, so likely no need to implement it for Metal
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// in any case, these docs seem relevant if we ever decide to implement it:
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// https://developer.apple.com/documentation/metal/mtlcommandbuffer#Synchronizing-Passes-with-Events
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/* .event_record = */ NULL,
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/* .event_wait = */ NULL,
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/* .event_record = */ ggml_backend_metal_event_record,
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/* .event_wait = */ ggml_backend_metal_event_wait,
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/* .graph_optimize = */ ggml_backend_metal_graph_optimize,
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};
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@ -638,10 +648,10 @@ static void ggml_backend_metal_device_get_props(ggml_backend_dev_t dev, ggml_bac
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ggml_backend_metal_device_get_memory(dev, &props->memory_free, &props->memory_total);
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props->caps = {
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/* .async = */ true,
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/* .host_buffer = */ false,
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/* .buffer_from_host_ptr = */ true,
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/* .events = */ false,
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/* .async = */ true,
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/* .host_buffer = */ false,
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/* .buffer_from_host_ptr = */ true,
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/* .events = */ true,
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};
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}
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@ -723,6 +733,38 @@ static bool ggml_backend_metal_device_offload_op(ggml_backend_dev_t dev, const g
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get_op_batch_size(op) >= ggml_metal_device_get_props(ctx_dev)->op_offload_min_batch_size;
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}
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static ggml_backend_event_t ggml_backend_metal_device_event_new(ggml_backend_dev_t dev) {
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ggml_metal_device_t ctx_dev = (ggml_metal_device_t)dev->context;
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ggml_metal_event_t event = ggml_metal_device_event_new(ctx_dev);
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GGML_ASSERT(event);
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ggml_backend_event_t ev = new ggml_backend_event {
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/* .device = */ dev,
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/* .context = */ event,
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};
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return ev;
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}
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static void ggml_backend_metal_device_event_free(ggml_backend_dev_t dev, ggml_backend_event_t event) {
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ggml_metal_device_t ctx_dev = (ggml_metal_device_t)dev->context;
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ggml_metal_event_t ev = (ggml_metal_event_t)event->context;
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ggml_metal_device_event_free(ctx_dev, ev);
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delete event;
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}
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static void ggml_backend_metal_device_event_synchronize(ggml_backend_dev_t dev, ggml_backend_event_t event) {
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ggml_metal_device_t ctx_dev = (ggml_metal_device_t)dev->context;
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ggml_metal_event_t evt = (ggml_metal_event_t)event->context;
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ggml_metal_device_event_synchronize(ctx_dev, evt);
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}
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static ggml_backend_device_i ggml_backend_metal_device_i = {
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/* .get_name = */ ggml_backend_metal_device_get_name,
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/* .get_description = */ ggml_backend_metal_device_get_description,
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@ -736,9 +778,9 @@ static ggml_backend_device_i ggml_backend_metal_device_i = {
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/* .supports_op = */ ggml_backend_metal_device_supports_op,
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/* .supports_buft = */ ggml_backend_metal_device_supports_buft,
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/* .offload_op = */ ggml_backend_metal_device_offload_op,
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/* .event_new = */ NULL,
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/* .event_free = */ NULL,
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/* .event_synchronize = */ NULL,
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/* .event_new = */ ggml_backend_metal_device_event_new,
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/* .event_free = */ ggml_backend_metal_device_event_free,
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/* .event_synchronize = */ ggml_backend_metal_device_event_synchronize,
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};
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// backend registry
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@ -317,6 +317,7 @@ llama_context::llama_context(
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auto dev_type = ggml_backend_dev_type(ggml_backend_get_device(backend.get()));
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if (dev_type == GGML_BACKEND_DEVICE_TYPE_CPU) {
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// ignore CPU backend
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// TODO: should we ignore ACCEL types too?
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continue;
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}
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auto * dev = ggml_backend_get_device(backend.get());
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