whn09 32abff6662 Neuron: skip the vacuous candidate-block filter; mask padding rows in static MoE (#26) ... - When runtime_max_model_len <= candidate_topk_blocks * candidate_block_size, the candidate blocks hold every position, so the filter keeps them all and the dense indexer logits give the same top-k. On Neuron the candidate path gathers all candidate keys per query token: [128, 16384] rows a layer for a prompt chunk, the NEFF that still ran HBM out in rg16. - static_moe_forward takes the decode metadata's valid_token_mask: padding rows select no expert. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-23 05:25:28 +08:00
..
__init__.py	initial commit	2026-10-20 12:09:42 +08:00
attn.py	Neuron: one KV gather per chunk for dense attention; no layer_idx guards (#26)	2026-10-23 04:32:20 +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: skip the vacuous candidate-block filter; mask padding rows in static MoE (#26)	2026-10-23 05:25:28 +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: skip the vacuous candidate-block filter; mask padding rows in static MoE (#26)	2026-10-23 05:25:28 +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