whn09 0cae424dc4 Neuron: one KV gather per chunk for dense attention; no layer_idx guards (#26) ... - nki_attention._chunk_attention: a prompt chunk run as a decode step gathers a dense compressed-KV scope once (every token's list is a prefix of the longest) and masks it per row; top-k and SWA scopes stay per row. The per-row gather was [128, 8192, 512] for a ratio-2 layer of the full model: 3.8 GB moved per call and a 3 GB NEFF (model code) that ran HBM out. - decode_part_timer: the decode timers are no-ops inside region graphs. Their f-string labels read layer_idx, so Dynamo guarded on it and retraced every layer instead of every layer kind. Tiny V4.1 on a NeuronCore, bucket 128: short 9/9, long 9/9 (logit cos >= 0.997). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-23 04:32:20 +08:00
..
_C	initial commit	2026-10-20 12:09:42 +08:00
distributed	initial commit	2026-10-20 12:09:42 +08:00
engine	initial commit	2026-10-20 12:09:42 +08:00
entrypoints	initial commit	2026-10-20 12:09:42 +08:00
hugging_face	Neuron: concatenate FP8 checkpoint tensors as bytes (fixes MoE on device)	2026-10-21 11:46:58 +08:00
model_executor	Neuron: one KV gather per chunk for dense attention; no layer_idx guards (#26)	2026-10-23 04:32:20 +08:00
neuron_ops	Neuron: one KV gather per chunk for dense attention; no layer_idx guards (#26)	2026-10-23 04:32:20 +08:00
npu_ops	initial commit	2026-10-20 12:09:42 +08:00
structure_output	initial commit	2026-10-20 12:09:42 +08:00
ve	initial commit	2026-10-20 12:09:42 +08:00
worker	Neuron: separate state regions, chunk-wide indexer context (issue #26)	2026-10-23 03:46:56 +08:00
__init__.py	Neuron basic mode: try prefill on every step	2026-10-21 21:00:54 +08:00
attrdict.py	initial commit	2026-10-20 12:09:42 +08:00
config.py	initial commit	2026-10-20 12:09:42 +08:00
environ.py	Neuron: prompt chunks through the decode region graphs (issue #26)	2026-10-23 03:19:56 +08:00
load_class.py	initial commit	2026-10-20 12:09:42 +08:00
logger.py	initial commit	2026-10-20 12:09:42 +08:00
model_config_loader.py	initial commit	2026-10-20 12:09:42 +08:00
multimodal_tokens.py	initial commit	2026-10-20 12:09:42 +08:00
platform.py	Neuron: static decode graphs, static-shape MoE, trn2 e4m3 fp8 (issues #9, #12, #24)	2026-10-22 11:59:37 +08:00
py.typed	initial commit	2026-10-20 12:09:42 +08:00
sampling_params.py	initial commit	2026-10-20 12:09:42 +08:00
sequence.py	initial commit	2026-10-20 12:09:42 +08:00
shared_memory.py	initial commit	2026-10-20 12:09:42 +08:00
testing.py	initial commit	2026-10-20 12:09:42 +08:00
timer.py	initial commit	2026-10-20 12:09:42 +08:00
utils.py	Neuron basic mode — part 3: end-to-end check vs the official reference	2026-10-20 20:20:02 +08:00