Files
automatic/cli
CalamitousFelicitousness af0b76f550 fix(sdnq): correct triton and fp8 detection in attention benchmark
The environment panel reported triton as missing and float8 as
unsupported on ada gpus. The triton lookup used the distribution name,
which varies by platform (triton-windows on windows), and the fp8 probe
ran through the torch.compile input prep, so a broken compile toolchain
read as a hardware limitation with the actual error discarded.

- read the module version for the triton line instead of the
  distribution name
- probe float8 with eager input prep so the result reflects gpu
  capability; show the failure reason when genuinely unsupported
- probe the compiled input prep separately and cold, before any eager
  kernel run: inductor lowers part of the dynamic-shape prep to a cpu
  helper kernel, so a missing host c++ compiler fails every sdnq
  attention call at generation, and a prior eager run in the same
  process masks the cold-start failure the webui hits
- on failure, verify the SDNQ_COMPILE_KWARGS dynamic:false workaround
  live and report it in the environment panel and recommendation notes
- benchmark with eager input prep when the compiled path is broken so
  kernel numbers still fill in
- replace the unicode star marker with ascii: rich's legacy windows
  renderer crashes with a cp1252 UnicodeEncodeError on piped output
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