0.00 Enabling Efficient Sparse Computations Using Linear Algebra Aware Compilers (www.osti.gov)
63 points by matt_d 5 days ago | 7 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Neutral
Technical report on optimizing sparse computations using linear algebra aware compilers
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 357 HN snapshots · 35 evals
+1 0 −1 HN
Audit Trail 55 entries
2026-03-18 04:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 04:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-18 04:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 04:20 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 04:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 04:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 04:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 04:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-18 03:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 03:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 03:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 03:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-18 03:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 02:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 02:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 02:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 02:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-18 02:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 00:53 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-18 00:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 00:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 00:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-18 00:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 00:14 eval_success PSQ evaluated: g-PSQ=0.482 (3 dims) - -
2026-03-18 00:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive)
2026-03-18 00:11 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-18 00:11 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
reasoning
Technical report on linear algebra compilers
2026-03-18 00:11 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-17 23:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 23:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 23:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 23:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 23:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 22:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 22:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 21:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 20:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 19:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 19:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 18:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 18:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 17:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 17:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 17:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 17:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 16:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 16:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 15:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 15:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 15:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 15:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 14:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 14:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical report on compiler optimizations, no human rights discussion
2026-03-17 14:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 13:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical report on compiler optimizations, no human rights discussion