from_schedule_batch built temperature/top_p/top_k/min_p (+seed) with
4-5 separate list comprehensions and one synchronous H2D copy each,
plus 4 more passes for the is_all_greedy/need_* flags. Collect
everything in a single pass over reqs and upload the float params as
one pinned non-blocking H2D copy (disjoint device views of one
buffer; filter/merge only index and cat, producing fresh tensors, so
the shared buffer is safe), int32 top_k and optional int64 seeds as
their own pinned copies.
B300 (torch 2.11 cu130), scheduler-thread blocking time per call:
bs=8: 38.8 -> 18.2 us (2.1x); bs=32: 1.9x; bs=200: 1.2x
CPU-only construction at bs=200: 2890 -> 1387 us (2.1x).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
