whn09 f67fab6bdd Neuron MoE: two-level all-reduce (device, then across devices) (#27) ... Microbenchmark at 64 ranks, [1, 5120] fp32 in a compiled graph: world all-reduce 3.37 ms, 8 consecutive ranks 0.41 ms, 4-core device group then a 16-device group (one core each) 2.01 ms; a strided 8-device group is rejected by the runtime. The replicated-token MoE all-reduce (one a layer) now takes the two-level form (DEEPINFER_NEURON_HIER_ALLREDUCE=0 restores one world all-reduce). Host tiny cp=8 matches golden. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-24 11:05:25 +08:00
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__init__.py	initial commit	2026-10-20 12:09:42 +08:00
attn.py	Neuron: attention TP over lanes of 8 consecutive ranks (DEEPINFER_NEURON_ATTN_TP) (#28)	2026-10-24 09:16:01 +08:00
builder.py	initial commit	2026-10-20 12:09:42 +08:00
compress.py	initial commit	2026-10-20 12:09:42 +08:00
containers.py	initial commit	2026-10-20 12:09:42 +08:00
cross_layer.py	initial commit	2026-10-20 12:09:42 +08:00
engram_metadata.py	initial commit	2026-10-20 12:09:42 +08:00
engram_parameters.py	initial commit	2026-10-20 12:09:42 +08:00
engram.py	Neuron: full DeepSeek-V4.1-Flash load + decode region graphs at EP=64 (issues #21, #25)	2026-10-23 01:39:22 +08:00
hc_blocks.py	initial commit	2026-10-20 12:09:42 +08:00
hc_lazy.py	initial commit	2026-10-20 12:09:42 +08:00
hc.py	Neuron: per-layer region graphs + vllm-neuron#71 NKI kernels (issues #10, #11, #13, #25)	2026-10-22 17:36:54 +08:00
heads.py	initial commit	2026-10-20 12:09:42 +08:00
index_attn.py	Neuron: context-length buckets for dense compressed-KV scopes and indexer logits (#29)	2026-10-23 20:08:17 +08:00
linear.py	initial commit	2026-10-20 12:09:42 +08:00
mhc_modeling.py	Neuron: per-layer region graphs + vllm-neuron#71 NKI kernels (issues #10, #11, #13, #25)	2026-10-22 17:36:54 +08:00
mhc_ops.py	Neuron: per-layer region graphs + vllm-neuron#71 NKI kernels (issues #10, #11, #13, #25)	2026-10-22 17:36:54 +08:00
mla_attn.py	initial commit	2026-10-20 12:09:42 +08:00
mlp.py	Neuron MoE: two-level all-reduce (device, then across devices) (#27)	2026-10-24 11:05:25 +08:00
moe.py	initial commit	2026-10-20 12:09:42 +08:00
norm.py	initial commit	2026-10-20 12:09:42 +08:00
rope.py	initial commit	2026-10-20 12:09:42 +08:00
utils.py	Neuron: one KV gather per chunk for dense attention; no layer_idx guards (#26)	2026-10-23 04:32:20 +08:00
yoco.py	initial commit	2026-10-20 12:09:42 +08:00