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Callers can set a backend buffer type to be no-alloc, meaning that it does not allocate memory for tensors or operations. This can be used for calculating memory requirements. Tensors and graphs must be recreated with no-alloc set to false before loading data. Defaults to false for newly created backend buffer types.jessegross/memory
committed by
Jesse Gross
4 changed files with 120 additions and 1 deletions
@ -0,0 +1,99 @@ |
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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: Wed, 23 Jul 2025 11:58:49 -0700 |
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Subject: [PATCH] ggml: No-alloc mode |
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Callers can set a backend buffer type to be no-alloc, meaning that |
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it does not allocate memory for tensors or operations. This can |
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be used for calculating memory requirements. Tensors and graphs |
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must be recreated with no-alloc set to false before loading data. |
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Defaults to false for newly created backend buffer types. |
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---
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ggml/include/ggml-backend.h | 1 + |
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ggml/src/ggml-backend-impl.h | 2 ++ |
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ggml/src/ggml-backend.cpp | 19 ++++++++++++++++++- |
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3 files changed, 21 insertions(+), 1 deletion(-) |
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diff --git a/ggml/include/ggml-backend.h b/ggml/include/ggml-backend.h
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index 48839339..3903c3cb 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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@@ -35,6 +35,7 @@ extern "C" {
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// |
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GGML_API const char * ggml_backend_buft_name (ggml_backend_buffer_type_t buft); |
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+ GGML_API void ggml_backend_buft_set_alloc (ggml_backend_buffer_type_t buft, bool alloc);
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GGML_API ggml_backend_buffer_t ggml_backend_buft_alloc_buffer (ggml_backend_buffer_type_t buft, size_t size); |
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GGML_API size_t ggml_backend_buft_get_alignment (ggml_backend_buffer_type_t buft); |
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GGML_API size_t ggml_backend_buft_get_max_size (ggml_backend_buffer_type_t buft); |
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diff --git a/ggml/src/ggml-backend-impl.h b/ggml/src/ggml-backend-impl.h
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index c36c12d6..81749a5a 100644
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--- a/ggml/src/ggml-backend-impl.h
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+++ b/ggml/src/ggml-backend-impl.h
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@@ -32,6 +32,7 @@ extern "C" {
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struct ggml_backend_buffer_type_i iface; |
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ggml_backend_dev_t device; |
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void * context; |
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+ bool no_alloc;
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}; |
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// |
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@@ -63,6 +64,7 @@ extern "C" {
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void * context; |
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size_t size; |
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enum ggml_backend_buffer_usage usage; |
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+ bool no_alloc;
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}; |
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GGML_API ggml_backend_buffer_t ggml_backend_buffer_init( |
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diff --git a/ggml/src/ggml-backend.cpp b/ggml/src/ggml-backend.cpp
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index be335e8c..84928bc3 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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@@ -35,12 +35,22 @@ const char * ggml_backend_buft_name(ggml_backend_buffer_type_t buft) {
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return buft->iface.get_name(buft); |
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} |
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+void ggml_backend_buft_set_alloc(ggml_backend_buffer_type_t buft, bool alloc) {
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+ buft->no_alloc = !alloc;
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+}
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+
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ggml_backend_buffer_t ggml_backend_buft_alloc_buffer(ggml_backend_buffer_type_t buft, size_t size) { |
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if (size == 0) { |
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// return a dummy buffer for zero-sized allocations |
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return ggml_backend_buffer_init(buft, {}, NULL, 0); |
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} |
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+ if (buft->no_alloc) {
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+ ggml_backend_buffer_t buf = ggml_backend_buffer_init(buft, {}, NULL, size);
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+ buf->no_alloc = true;
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+ return buf;
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+ }
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+
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return buft->iface.alloc_buffer(buft, size); |
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} |
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@@ -89,7 +99,8 @@ ggml_backend_buffer_t ggml_backend_buffer_init(
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/* .buft = */ buft, |
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/* .context = */ context, |
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/* .size = */ size, |
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- /* .usage = */ GGML_BACKEND_BUFFER_USAGE_ANY
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+ /* .usage = */ GGML_BACKEND_BUFFER_USAGE_ANY,
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+ /* .no_alloc = */ false
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}; |
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return buffer; |
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@@ -119,6 +130,12 @@ void * ggml_backend_buffer_get_base(ggml_backend_buffer_t buffer) {
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return NULL; |
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} |
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+ // If we aren't allocating memory, return a placeholder non-NULL pointer
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+ // that meets alignment requirements
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+ if (buffer->no_alloc) {
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+ return (void *)ggml_backend_buffer_get_alignment(buffer);
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+ }
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+
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void * base = buffer->iface.get_base(buffer); |
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GGML_ASSERT(base != NULL && "backend buffer base cannot be NULL"); |
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