Issues

• Float LSTM/GRU case generation is not reproducible across environments for a fixed seed

  AmbiqAI/helia-core-tester#494 · Filter by author apage224 opened on Oct 17, 2026

• Hardware adapters hardcode an int64 bias for the S16 wrappers, so int32-bias S16 cases cannot stream

  AmbiqAI/helia-core-tester#488 · Filter by author mbhssain opened on Oct 15, 2026
  1

• Resolve FVP, toolchain and CMSIS dependencies explicitly instead of a fixed downloads folder

  AmbiqAI/helia-core-tester#451 · Filter by author apage224 opened on Oct 10, 2026
  

• Scan built kernel objects for forbidden instructions

  enhancementpriority:P2
  AmbiqAI/helia-core-tester#392 · Filter by author nishantmysore opened on Oct 6, 2026

• Track growth in skipped hardware cases and untimed entry points

  enhancementpriority:P2
  AmbiqAI/helia-core-tester#378 · Filter by author nishantmysore opened on Oct 6, 2026

• ci: declare workflow token permissions

  AmbiqAI/helia-core-tester#353 · Filter by author apage224 opened on Oct 4, 2026
  4

  

• s16 depthwise cases for ns-cmsis-nn#670's 3x3 and planar fast paths

  AmbiqAI/helia-core-tester#336 · Filter by author apage224 opened on Oct 3, 2026
  5

  

• Hardware: add firmware adapters for float kernels the bridge skips

  AmbiqAI/helia-core-tester#280 · Filter by author nishantmysore opened on Sep 30, 2026

• Derived per-output bound for FP16 convolution cases

  AmbiqAI/helia-core-tester#235 · Filter by author apage224 opened on Sep 28, 2026
  3

  

• Residual 1-LSB mismatches at tolerance 0 in convolve, transpose conv and fully connected

  AmbiqAI/helia-core-tester#220 · Filter by author apage224 opened on Sep 27, 2026
  3

  

• pool_base emits arm_*_pool_nhwc_* which no ns-cmsis-nn header declares

  bug
  AmbiqAI/helia-core-tester#205 · Filter by author mbhssain opened on Sep 25, 2026

• Refactor the generated firmware adapters file (benchmark_server_adapters.gen.c)

  AmbiqAI/helia-core-tester#169 · Filter by author nishantmysore opened on Sep 16, 2026

• Classify eight native-host batch fixture failures before using that route as qualification evidence

  enhancementpriority:P2
  AmbiqAI/helia-core-tester#167 · Filter by author apage224 opened on Sep 15, 2026

• Track multi-batch performance-stream support for Conv, DepthwiseConv and quantized BatchMatMul

  enhancementpriority:P2
  AmbiqAI/helia-core-tester#165 · Filter by author apage224 opened on Sep 15, 2026
  1