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- fused_sample._host_flags: the top-p/top-k and greedy flags of the step's sampling parameters are read from the device once a step (a DSpark step samples the same tensors six times); reset_host_flags at each sample step. - NEURON_RT_INSPECT_* stays on the driver (64 ranks would overwrite one output directory). - VocabParallelEmbedding.ids_in_range: one F.embedding instead of the zero-filling gather (~5 eager NEFF launches). - bench33 (512 in, TP=64, nextn=5): TPOT 272.6 -> 268.2 ms. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> |
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| .. | ||
| eplb | ||
| input_metadata | ||
| layers | ||
| models | ||
| parallel_utils | ||
| __init__.py | ||
| layer_utils.py | ||
| model_loader.py | ||
| model_metadata_utils.py | ||
| model_output.py | ||
| sampling_inputs.py | ||
| utils.py | ||