mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2026-08-06 10:00:48 -05:00
mtmd/ggml: add ggml_build_forward_order (#26649)
* ggml: add ggml_build_forward_order ggml_build_forward_expand marks the tensor and all its ancestors for compute, so using it as a pure ordering hint (keeping q, k and v together) defeats ggml_build_forward_select: the unselected branch is forced to run with inputs that were never uploaded. In the mtmd audio graph this makes GEN_WAV calls execute the GEN_CODE branch with a stale inp_code0, hitting the get_rows bound assert on CPU. Add ggml_build_forward_order, which inserts nodes without the compute flag; the flag is restored when the branch is actually selected. Switch the q/k/v hints in clip_graph::build_attn to it. * nit: reduce comments (AGENTS.md)
This commit is contained in:
@@ -2788,6 +2788,12 @@ extern "C" {
|
||||
struct ggml_cgraph * cgraph,
|
||||
struct ggml_tensor * tensor);
|
||||
|
||||
// add the tensor and its parents to the graph without marking them for compute
|
||||
// the flag is set later, when the tensor is reached from a node that computes
|
||||
GGML_API void ggml_build_forward_order(
|
||||
struct ggml_cgraph * cgraph,
|
||||
struct ggml_tensor * tensor);
|
||||
|
||||
GGML_API void ggml_build_backward_expand(
|
||||
struct ggml_context * ctx, // context for gradient computation
|
||||
struct ggml_cgraph * cgraph,
|
||||
|
||||
@@ -7200,6 +7200,10 @@ void ggml_build_forward_expand(struct ggml_cgraph * cgraph, struct ggml_tensor *
|
||||
ggml_build_forward_impl(cgraph, tensor, true, true);
|
||||
}
|
||||
|
||||
void ggml_build_forward_order(struct ggml_cgraph * cgraph, struct ggml_tensor * tensor) {
|
||||
ggml_build_forward_impl(cgraph, tensor, true, false);
|
||||
}
|
||||
|
||||
void ggml_build_backward_expand(
|
||||
struct ggml_context * ctx,
|
||||
struct ggml_cgraph * cgraph,
|
||||
|
||||
@@ -708,9 +708,10 @@ ggml_tensor * clip_graph::build_attn(
|
||||
ggml_tensor * sinks) const {
|
||||
// these nodes are added to the graph together so that they are not reordered
|
||||
// by doing so, the number of splits in the graph is reduced
|
||||
ggml_build_forward_expand(gf, q_cur);
|
||||
ggml_build_forward_expand(gf, k_cur);
|
||||
ggml_build_forward_expand(gf, v_cur);
|
||||
// the order is fixed without the compute flag, so an unselected branch stays out of the compute set
|
||||
ggml_build_forward_order(gf, q_cur);
|
||||
ggml_build_forward_order(gf, k_cur);
|
||||
ggml_build_forward_order(gf, v_cur);
|
||||
|
||||
ggml_tensor * q = ggml_permute(ctx0, q_cur, 0, 2, 1, 3);
|
||||
//cb(q, "q", il);
|
||||
|
||||
Reference in New Issue
Block a user