whn09 39f8aa6eed Neuron DSpark: 6-row steps run the MoE as one region graph (5 graphs a layer) ... A world all-reduce costs ~3.2 ms per graph that holds one, whatever it carries (microbenchmark at 64 ranks: one all-reduce a graph 3.5 ms, ten chained in one graph 3.6 ms; fp32 / bf16 and 1 / 6 rows alike), so the step pays per collective-bearing graph, not per byte. The MoE's gate, experts, all-reduce and shared expert now stay one graph at decode sizes (prompt chunks still split). bench62 (512 in, TP=64, nextn=5): engine step 805 -> 740 ms. Random-token prompts make greedy outputs chaotic, so a graph-boundary change that moves bf16 rounding changes the generated tokens and the acceptance; the step time is the comparable figure. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-26 00:01:52 +08:00
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_C	initial commit	2026-10-20 12:09:42 +08:00
distributed	initial commit	2026-10-20 12:09:42 +08:00
engine	Neuron: sampling flags read once a step; runtime profiling on the driver only; one-lookup embedding	2026-10-25 03:52:47 +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: eager embedding/gather without dtype casts or host scalar operands	2026-10-25 06:55:43 +08:00
neuron_ops	Neuron DSpark: 6-row steps run the MoE as one region graph (5 graphs a layer)	2026-10-26 00:01:52 +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 table attention: decode only the blocks a decode step's requests reference	2026-10-25 17:58:11 +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 DSpark: draft sampling as one region graph for greedy rows; token embedding on device by default	2026-10-25 06:06:50 +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