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metal: fix memory unwire if model is freed without any GPU operations (#26082)
* metal: fix memory leak if model is freed without any GPU operations * metal: run dummy work only if residency sets are used * metal: wrap function in #if defined * metal: measure system-wide wired memory in test * metal: always build regression test Co-authored-by: YiChen Lv <63285796+forforever73@users.noreply.github.com> --------- Co-authored-by: YiChen Lv <63285796+forforever73@users.noreply.github.com>
This commit is contained in:
co-authored by
YiChen Lv
parent
21a5f5b7f9
commit
d0bfb19812
@@ -213,7 +213,7 @@ typedef void * ggml_metal_rset_t;
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// a collection of residency sets (non-owning)
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typedef struct ggml_metal_rsets * ggml_metal_rsets_t;
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ggml_metal_rsets_t ggml_metal_rsets_init(void);
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ggml_metal_rsets_t ggml_metal_rsets_init(ggml_metal_device_t dev);
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void ggml_metal_rsets_free(ggml_metal_rsets_t rsets);
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//
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@@ -557,7 +557,32 @@ struct ggml_metal_rsets {
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dispatch_group_t d_group;
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};
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ggml_metal_rsets_t ggml_metal_rsets_init(void) {
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#if defined(GGML_METAL_HAS_RESIDENCY_SETS)
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static void ggml_metal_dummy_work(ggml_metal_device_t dev) {
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if (dev->mtl_queue == nil) {
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return;
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}
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@autoreleasepool {
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// perform a minimal dummy operation on the GPU
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id<MTLBuffer> buf = [dev->mtl_device newBufferWithLength:1 options:MTLResourceStorageModePrivate];
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id<MTLCommandBuffer> cmd_buf = [dev->mtl_queue commandBuffer];
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{
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id<MTLBlitCommandEncoder> encoder = [cmd_buf blitCommandEncoder];
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[encoder fillBuffer:buf range:NSMakeRange(0, 1) value:0];
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[encoder endEncoding];
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}
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[cmd_buf commit];
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[buf release];
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}
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}
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#endif
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ggml_metal_rsets_t ggml_metal_rsets_init(ggml_metal_device_t dev) {
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ggml_metal_rsets_t res = calloc(1, sizeof(struct ggml_metal_rsets));
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res->lock = [[NSLock alloc] init];
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@@ -610,6 +635,15 @@ ggml_metal_rsets_t ggml_metal_rsets_init(void) {
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#endif
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});
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#if defined(GGML_METAL_HAS_RESIDENCY_SETS)
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if (@available(macOS 15.0, iOS 18.0, tvOS 18.0, visionOS 2.0, *)) {
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// workaround for residency set memory not being released if no GPU operation occurs
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// https://developer.apple.com/forums/thread/839089
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// https://github.com/ggml-org/llama.cpp/issues/25937
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ggml_metal_dummy_work(dev);
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}
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#endif
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return res;
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}
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@@ -864,7 +898,7 @@ ggml_metal_device_t ggml_metal_device_init(int device) {
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}
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if (dev->props.use_residency_sets) {
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dev->rsets = ggml_metal_rsets_init();
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dev->rsets = ggml_metal_rsets_init(dev);
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} else {
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dev->rsets = nil;
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}
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@@ -1484,6 +1518,7 @@ static void ggml_metal_buffer_rset_free(ggml_metal_buffer_t buf) {
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if (buf->rset) {
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[buf->rset endResidency];
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[buf->rset removeAllAllocations];
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[buf->rset commit];
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[buf->rset release];
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}
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}
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@@ -278,6 +278,9 @@ set_tests_properties(test-state-restore-fragmented PROPERTIES FIXTURES_REQUIRED
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llama_build_and_test(test-save-load-state.cpp LABEL "model" ARGS -m "${MODEL_DEST}")
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set_tests_properties(test-save-load-state PROPERTIES FIXTURES_REQUIRED test-download-model)
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if (APPLE)
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llama_build(test-rset-release.cpp get-model.cpp)
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endif()
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if (NOT GGML_BACKEND_DL)
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# these tests use the backends directly and cannot be built with dynamic loading
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llama_build_and_test(test-barrier.cpp)
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@@ -0,0 +1,53 @@
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// ref: https://github.com/ggml-org/llama.cpp/issues/25937
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// only works reliably when run with a large model that occupies 3GB+ of wired memory
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// thus, this test is not run by default
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// example model to run with: google/gemma-4-E4B-it-qat-q4_0-gguf
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#include <cstdint>
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#include <mach/mach.h>
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#include <mach/mach_host.h>
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#include <unistd.h>
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#include "llama.h"
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#include "get-model.h"
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static uint64_t wired_memory() {
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vm_statistics64_data_t vmstat;
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mach_msg_type_number_t count = HOST_VM_INFO64_COUNT;
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if (host_statistics64(mach_host_self(), HOST_VM_INFO64, (host_info64_t)&vmstat, &count) != KERN_SUCCESS) {
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return UINT64_MAX;
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}
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return static_cast<uint64_t>(vmstat.wire_count) * vm_kernel_page_size;
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}
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int main(int argc, char ** argv) {
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auto * model_path = get_model_or_exit(argc, argv);
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llama_backend_init();
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const uint64_t wired_initial = wired_memory();
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llama_model_params params = llama_model_default_params();
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params.load_mode = LLAMA_LOAD_MODE_NONE;
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struct llama_model* model = llama_model_load_from_file(model_path, params);
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const uint64_t wired_loaded = wired_memory();
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const uint64_t wired_delta = wired_loaded - wired_initial;
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// system memory fluctuates, so we need to allocate enough to reliably detect the release
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GGML_ASSERT(wired_delta > 2'000'000'000); // 2GB
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llama_model_free(model);
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const uint64_t t_start_ms = ggml_time_ms();
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// expect most of the allocated memory to be released within 10 seconds
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// we allow for some tolerance due to system-wide memory fluctuations
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while (wired_memory() > wired_loaded - 0.75 * wired_delta) {
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GGML_ASSERT(ggml_time_ms() - t_start_ms < 10'000);
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usleep(100'000); // 100ms
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}
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llama_backend_free();
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return 0;
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}
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