whn09 45e1e44444 Neuron: tiny-model decode region graphs compile and run on a NeuronCore (issues #9, #25)
Fixes found by reducing neuronx-cc NCC_IINL902 crashes to minimal reproducers (crash rates over repeated
compiles, the compiler is nondeterministic on these graphs):
- uint8 byte assembly of narrowed values (KV records, e2m1/e4m3 codes, ue8m0 exponents) crashed or
  silently corrupted bytes: producers keep int32 codes under compile and stores narrow once
  (fused_transform, kv_quant, store_kv_cache; neuron_compile.encode_codes).
- int16 packed scales written through a uint8 view and read back in the same graph: the Neuron kernel
  now receives the int16 storage and packs byte pairs arithmetically (_alloc_quant, return_quant).
- fp8 legalization pass treated plain float->bf16 conversions as fp8 carriers (wrong values + crash).
- Projection stage split further (nullcontext instead of a disabled CP session).

Device (tiny model, regions mode): every decode graph compiles; argmax vs golden short 9/9,
medium 8/9 (step 6 near-tie, margin 0.065), long 9/9, cos 0.997-0.9995.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-22 18:38:01 +08:00
..
asc initial commit 2026-10-20 12:09:42 +08:00
cuda initial commit 2026-10-20 12:09:42 +08:00
neuron Neuron: tiny-model decode region graphs compile and run on a NeuronCore (issues #9, #25) 2026-10-22 18:38:01 +08:00
__init__.py initial commit 2026-10-20 12:09:42 +08:00
cache_common.py initial commit 2026-10-20 12:09:42 +08:00
candidate_blocks.py initial commit 2026-10-20 12:09:42 +08:00
common.py initial commit 2026-10-20 12:09:42 +08:00
compress.py initial commit 2026-10-20 12:09:42 +08:00
compute_seqlens_k_zos.py initial commit 2026-10-20 12:09:42 +08:00
conftest.py initial commit 2026-10-20 12:09:42 +08:00
dflash_copy.py initial commit 2026-10-20 12:09:42 +08:00
dflash.py initial commit 2026-10-20 12:09:42 +08:00
flash_mla_utils.py initial commit 2026-10-20 12:09:42 +08:00
fused_sample.py initial commit 2026-10-20 12:09:42 +08:00
fused_transform.py Neuron: tiny-model decode region graphs compile and run on a NeuronCore (issues #9, #25) 2026-10-22 18:38:01 +08:00
gather_engram_tokens_zos.py initial commit 2026-10-20 12:09:42 +08:00
gather_input_ids_zos.py initial commit 2026-10-20 12:09:42 +08:00
gather.py Neuron: static decode graphs, static-shape MoE, trn2 e4m3 fp8 (issues #9, #12, #24) 2026-10-22 11:59:37 +08:00
get_kv_index.py initial commit 2026-10-20 12:09:42 +08:00
image_embed_ops.py initial commit 2026-10-20 12:09:42 +08:00
kv_index_cat.py initial commit 2026-10-20 12:09:42 +08:00
load_paged_kv_cache.py initial commit 2026-10-20 12:09:42 +08:00
norm.py Neuron: per-layer region graphs + vllm-neuron#71 NKI kernels (issues #10, #11, #13, #25) 2026-10-22 17:36:54 +08:00
ops.py initial commit 2026-10-20 12:09:42 +08:00
outlier_detection.py initial commit 2026-10-20 12:09:42 +08:00
prepare_cp_mirror.py initial commit 2026-10-20 12:09:42 +08:00
prepare_v4_decode_metadata.py initial commit 2026-10-20 12:09:42 +08:00
random_sampling.py initial commit 2026-10-20 12:09:42 +08:00
sampler.py initial commit 2026-10-20 12:09:42 +08:00
schedule_mtp_varlen.py initial commit 2026-10-20 12:09:42 +08:00
state_cache.py initial commit 2026-10-20 12:09:42 +08:00
store_kv_cache.py initial commit 2026-10-20 12:09:42 +08:00
store_mtp_info.py initial commit 2026-10-20 12:09:42 +08:00
structure_output.py initial commit 2026-10-20 12:09:42 +08:00
sum_smaller_probs.py initial commit 2026-10-20 12:09:42 +08:00
swa_index.py initial commit 2026-10-20 12:09:42 +08:00