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llama : add use_direct_io flag for model loading (#18166)
* Adding --direct-io flag for model loading * Fixing read_raw() calls * Fixing Windows read_raw_at * Changing type off_t to size_t for windows and Renaming functions * disable direct io when mmap is explicitly enabled * Use read_raw_unsafe when upload_backend is available, not functional on some devices with Vulkan and SYCL * Fallback to std::fread in case O_DIRECT fails due to bad address * Windows: remove const keywords and unused functions * Update src/llama-mmap.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: jtischbein <jtischbein@gmail.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
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12 changed files with 118 additions and 53 deletions
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@ -2440,7 +2440,8 @@ bool llama_model::load_tensors(llama_model_loader & ml) {
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const bool use_mmap_buffer = true;
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LLAMA_LOG_INFO("%s: loading model tensors, this can take a while... (mmap = %s)\n", __func__, ml.use_mmap ? "true" : "false");
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LLAMA_LOG_INFO("%s: loading model tensors, this can take a while... (mmap = %s, direct_io = %s)\n",
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__func__, ml.use_mmap ? "true" : "false", ml.use_direct_io ? "true" : "false");
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// build a list of buffer types for the CPU and GPU devices
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pimpl->cpu_buft_list = make_cpu_buft_list(devices, params.use_extra_bufts, params.no_host);
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@ -7973,6 +7974,7 @@ llama_model_params llama_model_default_params() {
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/*.kv_overrides =*/ nullptr,
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/*.vocab_only =*/ false,
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/*.use_mmap =*/ true,
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/*.use_direct_io =*/ true,
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/*.use_mlock =*/ false,
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/*.check_tensors =*/ false,
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/*.use_extra_bufts =*/ true,
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