hexagon: add neg, exp, sigmoid, softplus ops, cont, repeat ops (#20701)

Add element-wise unary ops needed by Qwen 3.5's DeltaNet linear
attention layers. These ops follow the existing unary-ops pattern
with VTCM DMA double-buffering.

- neg: negate via scale by -1.0
- exp: uses existing hvx_exp_f32 HVX intrinsics
- sigmoid: uses existing hvx_sigmoid_f32_aa HVX intrinsics
- softplus: log(1 + exp(x)) scalar fallback
- CONT reuses the existing CPY infrastructure since making a tensor
  contiguous is equivalent to a same-type copy.
- REPEAT implements tiled memory copy with multi-threaded execution via
  the worker pool, supporting f32 and f16 types. The kernel parallelizes
  across output rows and uses memcpy for each tile.

Co-authored-by: Max Krasnyansky <maxk@qti.qualcomm.com>
This commit is contained in:
Krishna Sridhar
2026-03-17 15:34:36 -07:00
committed by GitHub
co-authored by Max Krasnyansky
parent 892e3c333a
commit cf23ee2447
11 changed files with 441 additions and 28 deletions
+2
View File
@@ -3,6 +3,8 @@
#include <stdbool.h>
#include <stdint.h>
#include <math.h>
#include <assert.h>
#include "hex-utils.h"
#include "hvx-types.h"