mirror of https://github.com/ollama/ollama.git
157 lines
6.9 KiB
Diff
157 lines
6.9 KiB
Diff
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From 0000000000000000000000000000000000000000 Mon Sep 17 00:00:00 2001
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From: Jesse Gross <jesse@ollama.com>
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Date: Fri, 18 Apr 2025 15:58:19 -0700
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Subject: [PATCH] graph memory reporting on failure
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---
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ggml/include/ggml-alloc.h | 6 ++++++
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ggml/include/ggml-backend.h | 6 ++++++
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ggml/src/ggml-alloc.c | 38 +++++++++++++++++++++++++++++++++----
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ggml/src/ggml-backend.cpp | 10 ++++++++++
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4 files changed, 56 insertions(+), 4 deletions(-)
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diff --git a/ggml/include/ggml-alloc.h b/ggml/include/ggml-alloc.h
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index 2cb150fd..781b1e10 100644
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--- a/ggml/include/ggml-alloc.h
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+++ b/ggml/include/ggml-alloc.h
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@@ -66,6 +66,12 @@ GGML_API bool ggml_gallocr_alloc_graph(ggml_gallocr_t galloc, struct ggml_cgraph
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GGML_API size_t ggml_gallocr_get_buffer_size(ggml_gallocr_t galloc, int buffer_id);
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+struct ggml_allocr_buffer_status {
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+ size_t size;
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+ bool allocated;
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+};
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+GGML_API struct ggml_allocr_buffer_status ggml_gallocr_get_attempted_buffer_size(ggml_gallocr_t galloc, int buffer_id);
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+
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// Utils
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// Create a buffer and allocate all the tensors in a ggml_context
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GGML_API struct ggml_backend_buffer * ggml_backend_alloc_ctx_tensors_from_buft(struct ggml_context * ctx, ggml_backend_buffer_type_t buft);
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diff --git a/ggml/include/ggml-backend.h b/ggml/include/ggml-backend.h
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index 778927f6..74e46716 100644
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--- a/ggml/include/ggml-backend.h
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+++ b/ggml/include/ggml-backend.h
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@@ -304,6 +304,12 @@ extern "C" {
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GGML_API size_t ggml_backend_sched_get_buffer_size(ggml_backend_sched_t sched, ggml_backend_t backend);
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+ struct ggml_backend_buffer_status {
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+ size_t size;
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+ bool allocated;
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+ };
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+ GGML_API struct ggml_backend_buffer_status ggml_backend_sched_get_attempted_buffer_size(ggml_backend_sched_t sched, ggml_backend_t backend);
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+
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GGML_API void ggml_backend_sched_set_tensor_backend(ggml_backend_sched_t sched, struct ggml_tensor * node, ggml_backend_t backend);
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GGML_API ggml_backend_t ggml_backend_sched_get_tensor_backend(ggml_backend_sched_t sched, struct ggml_tensor * node);
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diff --git a/ggml/src/ggml-alloc.c b/ggml/src/ggml-alloc.c
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index 5fd379f6..04812990 100644
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--- a/ggml/src/ggml-alloc.c
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+++ b/ggml/src/ggml-alloc.c
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@@ -364,6 +364,7 @@ struct node_alloc {
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struct ggml_gallocr {
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ggml_backend_buffer_type_t * bufts; // [n_buffers]
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ggml_backend_buffer_t * buffers; // [n_buffers]
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+ size_t *buffer_sizes; // [n_buffers]
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struct ggml_dyn_tallocr ** buf_tallocs; // [n_buffers]
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int n_buffers;
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@@ -387,6 +388,9 @@ ggml_gallocr_t ggml_gallocr_new_n(ggml_backend_buffer_type_t * bufts, int n_bufs
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galloc->buffers = calloc(n_bufs, sizeof(ggml_backend_buffer_t));
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GGML_ASSERT(galloc->buffers != NULL);
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+ galloc->buffer_sizes = calloc(n_bufs, sizeof(size_t));
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+ GGML_ASSERT(galloc->buffer_sizes != NULL);
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+
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galloc->buf_tallocs = calloc(n_bufs, sizeof(struct ggml_dyn_tallocr *));
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GGML_ASSERT(galloc->buf_tallocs != NULL);
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@@ -453,6 +457,7 @@ void ggml_gallocr_free(ggml_gallocr_t galloc) {
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ggml_hash_set_free(&galloc->hash_set);
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free(galloc->hash_values);
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free(galloc->bufts);
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+ free(galloc->buffer_sizes);
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free(galloc->buffers);
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free(galloc->buf_tallocs);
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free(galloc->node_allocs);
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@@ -748,6 +753,8 @@ bool ggml_gallocr_reserve_n(ggml_gallocr_t galloc, struct ggml_cgraph * graph, c
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}
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}
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+ bool success = true;
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+
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// reallocate buffers if needed
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for (int i = 0; i < galloc->n_buffers; i++) {
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// if the buffer type is used multiple times, we reuse the same buffer
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@@ -769,15 +776,20 @@ bool ggml_gallocr_reserve_n(ggml_gallocr_t galloc, struct ggml_cgraph * graph, c
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ggml_backend_buffer_free(galloc->buffers[i]);
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galloc->buffers[i] = ggml_backend_buft_alloc_buffer(galloc->bufts[i], new_size);
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- if (galloc->buffers[i] == NULL) {
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+ if (galloc->buffers[i]) {
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+ galloc->buffer_sizes[i] = ggml_backend_buffer_get_size(galloc->buffers[i]);
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+ ggml_backend_buffer_set_usage(galloc->buffers[i], GGML_BACKEND_BUFFER_USAGE_COMPUTE);
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+ } else {
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GGML_LOG_ERROR("%s: failed to allocate %s buffer of size %zu\n", __func__, ggml_backend_buft_name(galloc->bufts[i]), new_size);
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- return false;
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+ galloc->buffer_sizes[i] = new_size;
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+ success = false;
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}
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- ggml_backend_buffer_set_usage(galloc->buffers[i], GGML_BACKEND_BUFFER_USAGE_COMPUTE);
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+ } else {
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+ galloc->buffer_sizes[i] = ggml_backend_buffer_get_size(galloc->buffers[i]);
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}
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}
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- return true;
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+ return success;
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}
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bool ggml_gallocr_reserve(ggml_gallocr_t galloc, struct ggml_cgraph *graph) {
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@@ -934,6 +946,24 @@ size_t ggml_gallocr_get_buffer_size(ggml_gallocr_t galloc, int buffer_id) {
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return ggml_backend_buffer_get_size(galloc->buffers[buffer_id]);
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}
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+struct ggml_allocr_buffer_status ggml_gallocr_get_attempted_buffer_size(ggml_gallocr_t galloc, int buffer_id) {
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+ GGML_ASSERT(buffer_id >= 0 && buffer_id < galloc->n_buffers);
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+
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+ for (int i = 0; i < buffer_id; i++) {
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+ if (galloc->buf_tallocs[i] == galloc->buf_tallocs[buffer_id]) {
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+ // This buffer is the same as a previous one due to the same buffer type being used multiple times
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+ // (See above.) However, we need a different check because multiple buffers might be NULL in our
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+ // case and we still want to know the attempted size.
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+
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+ struct ggml_allocr_buffer_status status = {0, true};
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+ return status;
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+ }
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+ }
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+
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+ struct ggml_allocr_buffer_status status = {galloc->buffer_sizes[buffer_id], galloc->buffers[buffer_id] != NULL};
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+ return status;
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+}
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+
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// utils
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static void free_buffers(ggml_backend_buffer_t ** buffers, const size_t * n_buffers) {
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diff --git a/ggml/src/ggml-backend.cpp b/ggml/src/ggml-backend.cpp
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index 0ce73a99..be335e8c 100644
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--- a/ggml/src/ggml-backend.cpp
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+++ b/ggml/src/ggml-backend.cpp
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@@ -1629,6 +1629,16 @@ size_t ggml_backend_sched_get_buffer_size(ggml_backend_sched_t sched, ggml_backe
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return ggml_gallocr_get_buffer_size(sched->galloc, backend_index);
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}
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+struct ggml_backend_buffer_status ggml_backend_sched_get_attempted_buffer_size(ggml_backend_sched_t sched, ggml_backend_t backend) {
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+ int backend_index = ggml_backend_sched_backend_id(sched, backend);
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+ GGML_ASSERT(backend_index >= 0 && backend_index < sched->n_backends);
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+
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+ struct ggml_allocr_buffer_status allocr_status = ggml_gallocr_get_attempted_buffer_size(sched->galloc, backend_index);
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+ struct ggml_backend_buffer_status status = {allocr_status.size, allocr_status.allocated};
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+
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+ return status;
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+}
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+
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void ggml_backend_sched_set_tensor_backend(ggml_backend_sched_t sched, struct ggml_tensor * node, ggml_backend_t backend) {
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int backend_index = ggml_backend_sched_backend_id(sched, backend);
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GGML_ASSERT(backend_index >= 0 && backend_index < sched->n_backends);
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