whn09 c142435472 Neuron deep_ep: MoE dispatch/combine via all-gather + reduce-scatter (issue #12) ... Uneven all_to_all on the neuron process group is unreliable at scale (EP=64: "Invalid NEFF" in prefill; test_ep at 64 ranks hung after 9/18 modes). EPBuffer now moves tokens without all_to_all: - dispatch: one all_gather of x / sf / weights / topk_idx packed as uint8 rows (row count = global max via a 0-dim MAX all_reduce, or the static num_max_tokens_per_rank with DEEPINFER_NEURON_EP_AG_ROWS=cap); each rank selects the rows routed to its local experts in the same (source rank, source token) order as before, so layout / metadata / cached dispatch are unchanged. - combine: per-token fp32 partials over local experts (bf16-rounded as before) + weights, one fp32 SUM reduce_scatter (all_reduce fallback with DEEPINFER_NEURON_EP_REDUCE=ar), chunked under DEEPINFER_NEURON_EP_CHUNK_BYTES (64 MiB). - The a2a path stays behind DEEPINFER_NEURON_EP_ALGO=a2a. test_ep passes on the neuron group at 2/4/8/16/32/64 ranks (combine bit-identical to the reference in practice); new test_collectives.py found that int32 all_gather with full-range values is wrong on a 16-rank neuron group for >= 1 MiB outputs (uint8 / fp32 fine) -- payloads move as bytes. Tiny model EP=8 on NeuronCores: 25/27 argmax vs the reference, same as EP=1. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-22 04:01:28 +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	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: full DeepSeek-V4.1-Flash loads and prefills on 64 NeuronCores (EP=64)	2026-10-21 14:57:51 +08:00
neuron_ops	Neuron deep_ep: MoE dispatch/combine via all-gather + reduce-scatter (issue #12)	2026-10-22 04:01:28 +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	initial commit	2026-10-20 12:09:42 +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: tiny model on a NeuronCore matches the reference (issues #1, #2, #4)	2026-10-21 13:22:59 +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 packaging: requirements-neuron.txt, build.sh support, Dockerfile, README	2026-10-21 14:57:51 +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