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Problem: GPU utilization alone does not prove Spark-capable kernels. Progress: scripts/spark_doctor.py exists and was
syntax-tested locally. Plan: run it before every benchmark and record GPU, compute ...
Problem: libraries may have nearby kernels but fail to route Spark correctly or silently fall back. Plan: audit vLLM,
FlashInfer, CUTLASS consumers, Triton custom kernels, TensorRT-LLM plugins, llama.cpp ...
Problem: Gemma 4 12B uses newer architecture paths and first-campaign vLLM 12B failures may be vLLM/model support, not
model quality. Plan: find a vLLM build with native Gemma4UnifiedForConditionalGeneration ...
Problem: many AI packages assume x86_64, CUDA 12, or pre-Spark Blackwell targets. Plan: identify blessed
containers/wheels for Linux aarch64 + CUDA 13 + sm_121 and add import/startup smoke tests. Acceptance: ...
Problem: DGX Spark / GB10 must be treated as compute capability 12.1 / sm_121, not generic sm120 or datacenter
Blackwell. Plan: standardize docs, issue templates, and build flags around sm_121 while keeping ...
Describe the task. It can be a feature, documentation, etc.
plot_train check for alive runs is outdated. We can now (with launch_slurm) use the job name since it contains the
run_id.
Hedgedoc URL, if ...
infra
science
歌曲信息窗口背景不是完全透明,有浅浅的灰色渐变色,影响观感,建议加入设置或者做成完全透明🙏
User says: another great lead. I see 9 tricks.
auto-captured:
- Scenario: Basic_What_To_Open · Board: 11 · Role: declarer
- Contract: 3♠ by S · playing — trick 1
- Auction: 1♠ X 2♠ 3♣ 3♠ Pass Pass ...
user-feedback
Thanks for RemCTL — the --private ReminderKit path for sections/tags is excellent.
Problem. Reads (show, search, etc.) go through direct SQLite access to the Reminders store, which requires Full Disk ...

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