whn09 380e160b4b Neuron flash_mla: round attention P to bf16 like the CUDA kernels ... The pure-torch sparse attention followed FlashMLA's tests/ref.py (fp32 P). The CUDA kernels (sm100 prefill phase1.cuh:238-253) and the official reference round P = exp(s - running_max) to bf16 before the P@V GEMM in an online softmax; do the same with 64-key blocks. Localized with examples/neuron/probe_layer0.py (per-op reference vs DeepInfer capture): layer 0 is now bit-exact up to two rounding points that are DeepInfer's own GPU/Ascend behaviour (SwiGLU -> FP8 from fp32, bf16 routed partial in the MoE combine). CPU end-to-end on the tiny checkpoint: 26/27 greedy tokens match the reference, the miss being a 0.0096-margin step the reference flips against itself. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>		2026-10-20 20:48:36 +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	initial commit	2026-10-20 12:09:42 +08:00
model_executor	Neuron basic mode — part 3: end-to-end check vs the official reference	2026-10-20 20:20:02 +08:00
neuron_ops	Neuron flash_mla: round attention P to bf16 like the CUDA kernels	2026-10-20 20:48:36 +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	Add AWS Trainium (Neuron) platform, basic mode — part 1	2026-10-20 18:34:51 +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	Add AWS Trainium (Neuron) platform, basic mode — part 1	2026-10-20 18:34:51 +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	Add AWS Trainium (Neuron) platform, basic mode — part 1	2026-10-20 18:34:51 +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