whn09 c24574bfd6 Neuron: full DeepSeek-V4.1-Flash load + decode region graphs at EP=64 (issues #21, #25)
- Layer-major KV / state layout so per-layer views are contiguous graph inputs
  (the executor copied non-contiguous inputs every call).
- One compiled entry per (class, method), rank as a registered buffer, no
  layer_idx guard: every layer reuses the same graphs and loaded NEFFs.
- fp8 weight rescale on the host (numpy LUT, ~2 min instead of 35+ min of
  eager per-shape compiles); engram sf packing on the host.
- int16 ue8m0 packing in fp32 (int32 interleaved slices narrowed to int16
  crash neuronx-cc, NCC_IBCG902).
- Token embedding and the text model's vision tower stay in host memory on
  Neuron (2.5 GiB of HBM a rank).
- offline example: --max_num_seqs.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-23 01:39:22 +08:00
..
compile Neuron: full DeepSeek-V4.1-Flash load + decode region graphs at EP=64 (issues #21, #25) 2026-10-23 01:39:22 +08:00
deep_ep Neuron deep_ep: MoE dispatch/combine via all-gather + reduce-scatter (issue #12) 2026-10-22 04:01:28 +08:00
deep_gemm Neuron: test suite for new boxes, device-vs-host differential tool 2026-10-21 09:46:29 +08:00
device Neuron: tiny model on a NeuronCore matches the reference (issues #1, #2, #4) 2026-10-21 13:22:59 +08:00
flash_mla Neuron: test suite for new boxes, device-vs-host differential tool 2026-10-21 09:46:29 +08:00
sampling Neuron: test suite for new boxes, device-vs-host differential tool 2026-10-21 09:46:29 +08:00
tile_kernels Neuron: test suite for new boxes, device-vs-host differential tool 2026-10-21 09:46:29 +08:00
nie_skip.py Neuron: test suite for new boxes, device-vs-host differential tool 2026-10-21 09:46:29 +08:00
run_all.sh Neuron: per-layer region graphs + vllm-neuron#71 NKI kernels (issues #10, #11, #13, #25) 2026-10-22 17:36:54 +08:00
setup_trn2.sh Neuron: test suite for new boxes, device-vs-host differential tool 2026-10-21 09:46:29 +08:00