whn09 cedd237772 neuron: fp8-activation linears take the NKI kernel (Engram projection); drop unused fp8 hidden copies before region splits; log weights without NKI scales ... An fp8 tuple input fell back to the deep_gemm shim, which dequantized the whole fp8 weight in the graph on every call (Engram fused_kv_projection: 9 ms of an Engram layer's prefill graph, GpSimd POW for the scales). Now decoded to bf16 and run through the NKI kernel. TTFT 1.71 -> 1.66 s (bucket 512), tokens unchanged. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-27 11:50:34 +08:00
..
__init__.py	initial commit	2026-10-20 12:09:42 +08:00
attn.py	neuron: fp8-activation linears take the NKI kernel (Engram projection); drop unused fp8 hidden copies before region splits; log weights without NKI scales	2026-10-27 11:50:34 +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: mHC collapse through torch by default (DEEPINFER_NEURON_HC_TORCH=collapse); fix Neuron bind_cpu core index	2026-10-27 09:18:56 +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