CS348Project/llama.cpp
5
0
Fork 0
mirror of https://github.com/ggml-org/llama.cpp.git synced 2025-10-27 08:21:30 +00:00
Code Issues Packages Projects Releases Wiki Activity

ggml : extend ggml_can_fuse to work with non-sequential nodes (#16123)

Browse Source 
* ggml : extend ggml_can_fuse to work with non-sequential nodes in the graph

* cont : fix wrong bounds check condition

* cont : remove unnecessary overload
This commit is contained in:
Georgi Gerganov
2025-09-22 11:12:37 +03:00
committed by GitHub
parent a71ae3ba7a
commit 4f324a556c
1 changed files with 25 additions and 9 deletions
Download Patch File Download Diff File Expand all files Collapse all files

34
ggml/src/ggml-impl.h
View File

@@ -583,27 +583,27 @@ static inline bool ggml_node_has_n_uses(const struct ggml_cgraph * cgraph, int n
return true;
}
// Returns true if nodes [i, i+ops.size()) are the sequence of ggml_ops in ops[]
// Returns true if nodes with indices { node_idxs } are the sequence of ggml_ops in ops[]
// and are fusable. Nodes are considered fusable according to this function if:
// - all nodes except the last have only one use and are not views/outputs (see ggml_node_has_N_uses).
// - all nodes except the last are a src of the following node.
// - all nodes are the same shape.
// TODO: Consider allowing GGML_OP_NONE nodes in between
static inline bool ggml_can_fuse(const struct ggml_cgraph * cgraph, int node_idx, const enum ggml_op * ops, int num_ops) {
if (node_idx + num_ops > cgraph->n_nodes) {
return false;
}
static inline bool ggml_can_fuse_ext(const struct ggml_cgraph * cgraph, const int * node_idxs, const enum ggml_op * ops, int num_ops) {
for (int i = 0; i < num_ops; ++i) {
struct ggml_tensor * node = cgraph->nodes[node_idx + i];
if (node_idxs[i] >= cgraph->n_nodes) {
return false;
}
struct ggml_tensor * node = cgraph->nodes[node_idxs[i]];
if (node->op != ops[i]) {
return false;
}
if (i < num_ops - 1 && !ggml_node_has_n_uses(cgraph, node_idx + i, 1)) {
if (i < num_ops - 1 && !ggml_node_has_n_uses(cgraph, node_idxs[i], 1)) {
return false;
}
if (i > 0) {
struct ggml_tensor * prev = cgraph->nodes[node_idx + i - 1];
struct ggml_tensor * prev = cgraph->nodes[node_idxs[i - 1]];
if (node->src[0] != prev && node->src[1] != prev) {
return false;
}
@@ -615,6 +615,22 @@ static inline bool ggml_can_fuse(const struct ggml_cgraph * cgraph, int node_idx
return true;
}
// same as above, for sequential indices starting at node_idx
static inline bool ggml_can_fuse(const struct ggml_cgraph * cgraph, int node_idx, const enum ggml_op * ops, int num_ops) {
assert(num_ops < 32);
if (node_idx + num_ops > cgraph->n_nodes) {
return false;
}
int idxs[32];
for (int i = 0; i < num_ops; ++i) {
idxs[i] = node_idx + i;
}
return ggml_can_fuse_ext(cgraph, idxs, ops, num_ops);
}
#ifdef __cplusplus
}
#endif