ggml: No-alloc mode

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.
This commit is contained in:
Jesse Gross
2025-07-23 14:18:24 -07:00
committed by Jesse Gross
parent 756c78cfc7
commit 79f6376f5b
4 changed files with 120 additions and 1 deletions

View File

@@ -0,0 +1,99 @@
From 0000000000000000000000000000000000000000 Mon Sep 17 00:00:00 2001
From: Jesse Gross <jesse@ollama.com>
Date: Wed, 23 Jul 2025 11:58:49 -0700
Subject: [PATCH] ggml: No-alloc mode
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.
---
ggml/include/ggml-backend.h | 1 +
ggml/src/ggml-backend-impl.h | 2 ++
ggml/src/ggml-backend.cpp | 19 ++++++++++++++++++-
3 files changed, 21 insertions(+), 1 deletion(-)
diff --git a/ggml/include/ggml-backend.h b/ggml/include/ggml-backend.h
index 48839339..3903c3cb 100644
--- a/ggml/include/ggml-backend.h
+++ b/ggml/include/ggml-backend.h
@@ -35,6 +35,7 @@ extern "C" {
//
GGML_API const char * ggml_backend_buft_name (ggml_backend_buffer_type_t buft);
+ GGML_API void ggml_backend_buft_set_alloc (ggml_backend_buffer_type_t buft, bool alloc);
GGML_API ggml_backend_buffer_t ggml_backend_buft_alloc_buffer (ggml_backend_buffer_type_t buft, size_t size);
GGML_API size_t ggml_backend_buft_get_alignment (ggml_backend_buffer_type_t buft);
GGML_API size_t ggml_backend_buft_get_max_size (ggml_backend_buffer_type_t buft);
diff --git a/ggml/src/ggml-backend-impl.h b/ggml/src/ggml-backend-impl.h
index c36c12d6..81749a5a 100644
--- a/ggml/src/ggml-backend-impl.h
+++ b/ggml/src/ggml-backend-impl.h
@@ -32,6 +32,7 @@ extern "C" {
struct ggml_backend_buffer_type_i iface;
ggml_backend_dev_t device;
void * context;
+ bool no_alloc;
};
//
@@ -63,6 +64,7 @@ extern "C" {
void * context;
size_t size;
enum ggml_backend_buffer_usage usage;
+ bool no_alloc;
};
GGML_API ggml_backend_buffer_t ggml_backend_buffer_init(
diff --git a/ggml/src/ggml-backend.cpp b/ggml/src/ggml-backend.cpp
index be335e8c..84928bc3 100644
--- a/ggml/src/ggml-backend.cpp
+++ b/ggml/src/ggml-backend.cpp
@@ -35,12 +35,22 @@ const char * ggml_backend_buft_name(ggml_backend_buffer_type_t buft) {
return buft->iface.get_name(buft);
}
+void ggml_backend_buft_set_alloc(ggml_backend_buffer_type_t buft, bool alloc) {
+ buft->no_alloc = !alloc;
+}
+
ggml_backend_buffer_t ggml_backend_buft_alloc_buffer(ggml_backend_buffer_type_t buft, size_t size) {
if (size == 0) {
// return a dummy buffer for zero-sized allocations
return ggml_backend_buffer_init(buft, {}, NULL, 0);
}
+ if (buft->no_alloc) {
+ ggml_backend_buffer_t buf = ggml_backend_buffer_init(buft, {}, NULL, size);
+ buf->no_alloc = true;
+ return buf;
+ }
+
return buft->iface.alloc_buffer(buft, size);
}
@@ -89,7 +99,8 @@ ggml_backend_buffer_t ggml_backend_buffer_init(
/* .buft = */ buft,
/* .context = */ context,
/* .size = */ size,
- /* .usage = */ GGML_BACKEND_BUFFER_USAGE_ANY
+ /* .usage = */ GGML_BACKEND_BUFFER_USAGE_ANY,
+ /* .no_alloc = */ false
};
return buffer;
@@ -119,6 +130,12 @@ void * ggml_backend_buffer_get_base(ggml_backend_buffer_t buffer) {
return NULL;
}
+ // If we aren't allocating memory, return a placeholder non-NULL pointer
+ // that meets alignment requirements
+ if (buffer->no_alloc) {
+ return (void *)ggml_backend_buffer_get_alignment(buffer);
+ }
+
void * base = buffer->iface.get_base(buffer);
GGML_ASSERT(base != NULL && "backend buffer base cannot be NULL");

View File

@@ -35,6 +35,7 @@ extern "C" {
//
GGML_API const char * ggml_backend_buft_name (ggml_backend_buffer_type_t buft);
GGML_API void ggml_backend_buft_set_alloc (ggml_backend_buffer_type_t buft, bool alloc);
GGML_API ggml_backend_buffer_t ggml_backend_buft_alloc_buffer (ggml_backend_buffer_type_t buft, size_t size);
GGML_API size_t ggml_backend_buft_get_alignment (ggml_backend_buffer_type_t buft);
GGML_API size_t ggml_backend_buft_get_max_size (ggml_backend_buffer_type_t buft);

View File

@@ -32,6 +32,7 @@ extern "C" {
struct ggml_backend_buffer_type_i iface;
ggml_backend_dev_t device;
void * context;
bool no_alloc;
};
//
@@ -63,6 +64,7 @@ extern "C" {
void * context;
size_t size;
enum ggml_backend_buffer_usage usage;
bool no_alloc;
};
GGML_API ggml_backend_buffer_t ggml_backend_buffer_init(

View File

@@ -35,12 +35,22 @@ const char * ggml_backend_buft_name(ggml_backend_buffer_type_t buft) {
return buft->iface.get_name(buft);
}
void ggml_backend_buft_set_alloc(ggml_backend_buffer_type_t buft, bool alloc) {
buft->no_alloc = !alloc;
}
ggml_backend_buffer_t ggml_backend_buft_alloc_buffer(ggml_backend_buffer_type_t buft, size_t size) {
if (size == 0) {
// return a dummy buffer for zero-sized allocations
return ggml_backend_buffer_init(buft, {}, NULL, 0);
}
if (buft->no_alloc) {
ggml_backend_buffer_t buf = ggml_backend_buffer_init(buft, {}, NULL, size);
buf->no_alloc = true;
return buf;
}
return buft->iface.alloc_buffer(buft, size);
}
@@ -89,7 +99,8 @@ ggml_backend_buffer_t ggml_backend_buffer_init(
/* .buft = */ buft,
/* .context = */ context,
/* .size = */ size,
/* .usage = */ GGML_BACKEND_BUFFER_USAGE_ANY
/* .usage = */ GGML_BACKEND_BUFFER_USAGE_ANY,
/* .no_alloc = */ false
};
return buffer;
@@ -119,6 +130,12 @@ void * ggml_backend_buffer_get_base(ggml_backend_buffer_t buffer) {
return NULL;
}
// If we aren't allocating memory, return a placeholder non-NULL pointer
// that meets alignment requirements
if (buffer->no_alloc) {
return (void *)ggml_backend_buffer_get_alignment(buffer);
}
void * base = buffer->iface.get_base(buffer);
GGML_ASSERT(base != NULL && "backend buffer base cannot be NULL");