whn09 ee9e3aaed9 Neuron DSpark: draft sampling as one region graph for greedy rows; token embedding on device by default ... - DFlash._greedy_drafts: post norm, LM head, Markov bias, confidence head and the argmax of the 5 draft steps as one region graph when every row is greedy with no top-p/top-k filter. - DEEPINFER_NEURON_HOST_EMBED defaults off: in torch-neuronx every host<->device copy drains the stream, and the host lookup (D2H ids, H2D rows) left the cores idle for 50-100 ms gaps between the draft graphs (runtime trace bench36). - Eager device embedding lookups are one F.embedding with a validity mask (no host scalar operand). - bench34 / bench37 (512 in, 128 out, TP=64, nextn=5): TPOT 268.2 -> 264.0 -> 234.7 ms, step 1025 -> 907 ms, TTFT 5.44 -> 5.01 s. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-25 06:06:50 +08:00
..
_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 DSpark: draft sampling as one region graph for greedy rows; token embedding on device by default	2026-10-25 06:06:50 +08:00
neuron_ops	Neuron DSpark: 6-row steps keep only coarse region splits (8 graphs a layer instead of 12)	2026-10-25 00:31:45 +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: sampling flags read once a step; runtime profiling on the driver only; one-lookup embedding	2026-10-25 03:52:47 +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