llama: fix leaked buffers for mmap + split files (#16765)
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75cbdd3fce
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@ -15,7 +15,6 @@
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#include <algorithm>
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#include <cassert>
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#include <cmath>
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#include <cfloat>
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#include <cstring>
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#include <cmath>
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@ -438,7 +437,7 @@ struct llama_model::impl {
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llama_mlocks mlock_mmaps;
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// contexts where the model tensors metadata is stored as well ass the corresponding buffers:
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std::vector<std::pair<ggml_context_ptr, ggml_backend_buffer_ptr>> ctxs_bufs;
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std::vector<std::pair<ggml_context_ptr, std::vector<ggml_backend_buffer_ptr>>> ctxs_bufs;
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buft_list_t cpu_buft_list;
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std::map<ggml_backend_dev_t, buft_list_t> gpu_buft_list;
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@ -6186,7 +6185,7 @@ bool llama_model::load_tensors(llama_model_loader & ml) {
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bool buffer_from_host_ptr_supported = props.caps.buffer_from_host_ptr;
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bool is_default_buft = buft == ggml_backend_dev_buffer_type(dev);
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ggml_backend_buffer_t buf = nullptr;
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std::vector<ggml_backend_buffer_ptr> bufs;
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if (ml.use_mmap && use_mmap_buffer && buffer_from_host_ptr_supported && is_default_buft) {
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for (uint32_t idx = 0; idx < ml.files.size(); idx++) {
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// only the mmap region containing the tensors in the model is mapped to the backend buffer
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@ -6199,15 +6198,16 @@ bool llama_model::load_tensors(llama_model_loader & ml) {
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continue;
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}
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const size_t max_size = ggml_get_max_tensor_size(ctx);
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buf = ggml_backend_dev_buffer_from_host_ptr(dev, (char *) addr + first, last - first, max_size);
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ggml_backend_buffer_t buf = ggml_backend_dev_buffer_from_host_ptr(dev, (char *) addr + first, last - first, max_size);
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if (buf == nullptr) {
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throw std::runtime_error(format("unable to allocate %s buffer", ggml_backend_buft_name(buft)));
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}
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bufs.emplace_back(buf);
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buf_map.emplace(idx, buf);
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}
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}
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else {
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buf = ggml_backend_alloc_ctx_tensors_from_buft(ctx, buft);
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ggml_backend_buffer_t buf = ggml_backend_alloc_ctx_tensors_from_buft(ctx, buft);
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if (buf == nullptr) {
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throw std::runtime_error(format("unable to allocate %s buffer", ggml_backend_buft_name(buft)));
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}
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@ -6217,11 +6217,12 @@ bool llama_model::load_tensors(llama_model_loader & ml) {
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mlock_buf->init (ggml_backend_buffer_get_base(buf));
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mlock_buf->grow_to(ggml_backend_buffer_get_size(buf));
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}
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bufs.emplace_back(buf);
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for (uint32_t idx = 0; idx < ml.files.size(); idx++) {
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buf_map.emplace(idx, buf);
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}
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}
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pimpl->ctxs_bufs.emplace_back(std::move(ctx_ptr), buf);
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pimpl->ctxs_bufs.emplace_back(std::move(ctx_ptr), std::move(bufs));
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for (auto & buf : buf_map) {
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// indicate that this buffer contains weights
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@ -6247,8 +6248,11 @@ bool llama_model::load_tensors(llama_model_loader & ml) {
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}
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// print memory requirements per buffer type
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for (auto & [_, buf] : pimpl->ctxs_bufs) {
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LLAMA_LOG_INFO("%s: %12s model buffer size = %8.2f MiB\n", __func__, ggml_backend_buffer_name(buf.get()), ggml_backend_buffer_get_size(buf.get()) / 1024.0 / 1024.0);
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for (auto & [_, bufs] : pimpl->ctxs_bufs) {
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for (auto & buf: bufs) {
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LLAMA_LOG_INFO("%s: %12s model buffer size = %8.2f MiB\n",
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__func__, ggml_backend_buffer_name(buf.get()), ggml_backend_buffer_get_size(buf.get()) / 1024.0 / 1024.0);
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}
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}
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// populate tensors_by_name
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@ -6300,9 +6304,11 @@ size_t llama_model::n_devices() const {
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std::map<ggml_backend_buffer_type_t, size_t> llama_model::memory_breakdown() const {
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std::map<ggml_backend_buffer_type_t, size_t> ret;
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for (const auto & [_, buf] : pimpl->ctxs_bufs) {
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for (const auto & [_, bufs] : pimpl->ctxs_bufs) {
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for (const auto & buf : bufs) {
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ret[ggml_backend_buffer_get_type(buf.get())] += ggml_backend_buffer_get_size(buf.get());
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}
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}
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return ret;
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}
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