From: Charles Xu Date: Sat, 6 Sep 2025 14:08:43 +0000 (+0200) Subject: kleidiai: generalize compute_forward_kv_cache to compute_forward_fp16 (#15817) X-Git-Tag: upstream/0.0.6527~126 X-Git-Url: https://git.djapps.eu/?a=commitdiff_plain;h=c4df49a42d396bdf7344501813e7de53bc9e7bb3;p=pkg%2Fggml%2Fsources%2Fllama.cpp kleidiai: generalize compute_forward_kv_cache to compute_forward_fp16 (#15817) --- diff --git a/ggml/src/ggml-cpu/kleidiai/kleidiai.cpp b/ggml/src/ggml-cpu/kleidiai/kleidiai.cpp index 7a830448..95f873dc 100644 --- a/ggml/src/ggml-cpu/kleidiai/kleidiai.cpp +++ b/ggml/src/ggml-cpu/kleidiai/kleidiai.cpp @@ -154,7 +154,7 @@ class tensor_traits : public ggml::cpu::tensor_traits { if (dst->src[0]->type == GGML_TYPE_Q4_0) { return compute_forward_q4_0(params, dst); } else if (dst->src[0]->type == GGML_TYPE_F16) { - return compute_forward_kv_cache(params, dst); + return compute_forward_fp16(params, dst); } } else if (dst->op == GGML_OP_GET_ROWS) { if (dst->src[0]->type == GGML_TYPE_Q4_0) { @@ -164,7 +164,7 @@ class tensor_traits : public ggml::cpu::tensor_traits { return false; } - bool compute_forward_kv_cache(ggml_compute_params * params, struct ggml_tensor * dst) { + bool compute_forward_fp16(ggml_compute_params * params, struct ggml_tensor * dst) { static std::atomic_flag first_to_arrive = ATOMIC_FLAG_INIT; const ggml_tensor * src0 = dst->src[0]; @@ -534,13 +534,8 @@ class extra_buffer_type : ggml::cpu::extra_buffer_type { if (op->src[0]->buffer && op->src[0]->buffer->buft == ggml_backend_cpu_kleidiai_buffer_type()) { return (ggml::cpu::tensor_traits *) op->src[0]->extra; } - else if (ggml_kleidiai_select_kernels(ctx.features, op) && - op->src[0]->op == GGML_OP_VIEW && - (op->src[1]->op == GGML_OP_PERMUTE || op->src[1]->op == GGML_OP_SOFT_MAX) && - op->src[1]->ne[1] > 1) { - if ((op->src[0]->nb[0] != 2) || - (op->src[1]->nb[0] != 4) || - (op->src[0]->nb[1] * op->src[0]->ne[1] != op->src[0]->nb[2]) || + else if (ggml_kleidiai_select_kernels(ctx.features, op) && op->src[1]->ne[1] > 1) { + if ((op->src[0]->nb[1] * op->src[0]->ne[1] != op->src[0]->nb[2]) || (op->src[1]->nb[1] * op->src[1]->ne[1] != op->src[1]->nb[2])) { return nullptr; }