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cuda : support Falcon-H1 state size for SSM_SCAN (#14602)

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compilade
2025-07-09 23:54:38 -04:00
committed by GitHub
parent cb9178f885
commit a57d1bcb3c
3 changed files with 16 additions and 4 deletions
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15
ggml/src/ggml-cuda/ssm-scan.cu
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@@ -201,11 +201,11 @@ static void ssm_scan_f32_cuda(const float * src0, const float * src1, const floa
const int src5_nb3, const int64_t s_off, const int64_t d_state, const int64_t head_dim,
const int64_t n_head, const int64_t n_group, const int64_t n_tok, const int64_t n_seq,
cudaStream_t stream) {
const int threads = 128;
// NOTE: if you change conditions here, be sure to update the corresponding supports_op condition!
if (src3_nb1 == sizeof(float)) {
// Mamba-2
if (d_state == 128) {
const int threads = 128;
GGML_ASSERT(d_state % threads == 0);
// NOTE: can be any power of two between 4 and 64
const int splitH = 16;
@@ -215,10 +215,21 @@ static void ssm_scan_f32_cuda(const float * src0, const float * src1, const floa
src0, src1, src2, src3, src4, src5, src6, dst,
src0_nb2, src0_nb3, src1_nb2, src1_nb3, src2_nb1, src2_nb2, src3_nb1,
src4_nb2, src4_nb3, src5_nb2, src5_nb3, s_off, n_head, head_dim, n_group, n_tok);
} else if (d_state == 256) { // Falcon-H1
const int threads = 256;
// NOTE: can be any power of two between 8 and 64
const int splitH = 16;
GGML_ASSERT(head_dim % splitH == 0);
const dim3 blocks((n_head * head_dim + (splitH - 1)) / splitH, n_seq, 1);
ssm_scan_f32_group<16, 256><<<blocks, threads, 0, stream>>>(
src0, src1, src2, src3, src4, src5, src6, dst,
src0_nb2, src0_nb3, src1_nb2, src1_nb3, src2_nb1, src2_nb2, src3_nb1,
src4_nb2, src4_nb3, src5_nb2, src5_nb3, s_off, n_head, head_dim, n_group, n_tok);
} else {
GGML_ABORT("doesn't support d_state!=128.");
GGML_ABORT("doesn't support d_state!=(128 or 256).");
}
} else {
const int threads = 128;
// Mamba-1
GGML_ASSERT(n_head % threads == 0);
GGML_ASSERT(head_dim == 1);