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mlsys-lab — ML systems exercises in Python, C++ and CUDA, auto-graded
mikamika06.mlsys-lab
Auto-graded exercises in low-level ML systems: quantization, KV cache and attention, batching and serving, numerics, CPU performance, CPython internals. Most tasks are Python. C++ tasks are compiled by the local clang++; CUDA tasks are real CUDA-C, run on a software GPU that counts warps, coalescing transactions, shared-memory bank conflicts and divergence, with no NVIDIA hardware. Deterministic gates, identical score on any machine.
autograderbank conflictsc++coalescingcudacuda exerciseseducationexercisesflash attentiongpugpu programminginterview preparationkv cachellmmachine learning systemsnumericsperformancepythonquantizationsimdsimulatorEducationProgramming LanguagesTesting
Open VSX
Total downloads
6,908
Since yesterday
+92
Current version
v0.5.11
Days tracked
95
Download history
Version history
v0.5.11 from v0.3.4
Detected 2026-08-09 02:00 UTC
v0.3.4 from v0.3.3
Detected 2026-08-07 02:00 UTC
v0.3.3 from v0.3.1
Detected 2026-08-01 02:00 UTC
v0.3.1 from v0.2.0
Detected 2026-07-31 02:00 UTC
v0.2.0 from v0.1.13
Detected 2026-07-30 02:00 UTC
Snapshot log
| Scraped at (UTC) | Open VSX DLs | Version |
|---|---|---|
| 2026-10-30 02:00:00 | 6,908 | v0.5.11 |
| 2026-10-29 02:00:00 | 6,816 | v0.5.11 |
| 2026-10-28 02:00:00 | 6,796 | v0.5.11 |
| 2026-10-27 02:00:00 | 6,776 | v0.5.11 |
| 2026-10-26 02:00:00 | 6,754 | v0.5.11 |
| 2026-10-25 02:00:00 | 6,732 | v0.5.11 |
| 2026-10-24 02:00:00 | 6,720 | v0.5.11 |
| 2026-10-23 02:00:00 | 6,704 | v0.5.11 |
| 2026-10-22 02:00:00 | 6,686 | v0.5.11 |
| 2026-10-21 02:00:00 | 6,662 | v0.5.11 |
| 2026-10-20 02:00:00 | 6,648 | v0.5.11 |
| 2026-10-19 02:00:00 | 6,634 | v0.5.11 |
| 2026-10-18 02:00:00 | 6,626 | v0.5.11 |
| 2026-10-17 02:00:00 | 6,622 | v0.5.11 |
| 2026-10-16 02:00:00 | 6,614 | v0.5.11 |
| 2026-10-15 02:00:00 | 6,600 | v0.5.11 |
| 2026-10-14 02:00:00 | 6,516 | v0.5.11 |
| 2026-10-13 02:00:00 | 6,500 | v0.5.11 |
| 2026-10-12 02:00:00 | 6,486 | v0.5.11 |
| 2026-10-11 02:00:00 | 6,474 | v0.5.11 |
| 2026-10-10 02:00:00 | 6,462 | v0.5.11 |
| 2026-10-09 02:00:00 | 6,456 | v0.5.11 |
| 2026-10-08 02:00:00 | 6,448 | v0.5.11 |
| 2026-10-07 02:00:00 | 6,438 | v0.5.11 |
| 2026-10-06 02:00:00 | 6,430 | v0.5.11 |
| 2026-10-05 02:00:00 | 6,422 | v0.5.11 |
| 2026-10-04 02:00:00 | 6,410 | v0.5.11 |
| 2026-10-03 02:00:00 | 6,394 | v0.5.11 |
| 2026-10-02 02:00:00 | 6,388 | v0.5.11 |
| 2026-10-01 02:00:00 | 6,310 | v0.5.11 |
| 2026-09-30 02:00:00 | 6,306 | v0.5.11 |
| 2026-09-29 02:00:00 | 6,302 | v0.5.11 |
| 2026-09-28 02:00:00 | 6,298 | v0.5.11 |
| 2026-09-27 02:00:00 | 6,294 | v0.5.11 |
| 2026-09-26 02:00:00 | 6,278 | v0.5.11 |
| 2026-09-25 02:00:00 | 6,144 | v0.5.11 |
| 2026-09-24 02:00:00 | 6,142 | v0.5.11 |
| 2026-09-23 02:00:00 | 6,134 | v0.5.11 |
| 2026-09-22 02:00:00 | 6,130 | v0.5.11 |
| 2026-09-21 02:00:00 | 6,128 | v0.5.11 |
| 2026-09-20 02:00:00 | 6,050 | v0.5.11 |
| 2026-09-19 02:00:00 | 6,048 | v0.5.11 |
| 2026-09-18 02:00:00 | 6,042 | v0.5.11 |
| 2026-09-17 02:00:00 | 6,036 | v0.5.11 |
| 2026-09-16 02:00:00 | 6,032 | v0.5.11 |
| 2026-09-15 11:36:37 | 6,032 | v0.5.11 |
| 2026-09-14 02:00:00 | 6,026 | v0.5.11 |
| 2026-09-13 02:00:00 | 6,018 | v0.5.11 |
| 2026-09-12 06:52:15 | 6,014 | v0.5.11 |
| 2026-09-11 02:00:00 | 6,008 | v0.5.11 |
| 2026-09-10 02:00:00 | 6,002 | v0.5.11 |
| 2026-09-09 02:00:00 | 5,994 | v0.5.11 |
| 2026-09-08 02:00:00 | 5,986 | v0.5.11 |
| 2026-09-07 02:00:00 | 5,982 | v0.5.11 |
| 2026-09-06 02:00:00 | 5,976 | v0.5.11 |
| 2026-09-05 02:00:00 | 5,974 | v0.5.11 |
| 2026-09-04 02:00:00 | 5,972 | v0.5.11 |
| 2026-09-03 02:00:00 | 5,970 | v0.5.11 |
| 2026-09-02 02:00:00 | 5,966 | v0.5.11 |
| 2026-09-01 02:00:00 | 5,958 | v0.5.11 |
| 2026-08-31 02:00:00 | 5,954 | v0.5.11 |
| 2026-08-30 02:00:00 | 5,948 | v0.5.11 |
| 2026-08-29 02:00:00 | 5,944 | v0.5.11 |
| 2026-08-28 02:00:00 | 5,938 | v0.5.11 |
| 2026-08-27 02:00:00 | 5,916 | v0.5.11 |
| 2026-08-26 02:00:00 | 5,902 | v0.5.11 |
| 2026-08-25 02:00:00 | 5,816 | v0.5.11 |
| 2026-08-24 02:00:00 | 5,740 | v0.5.11 |
| 2026-08-23 02:00:00 | 5,730 | v0.5.11 |
| 2026-08-22 02:00:00 | 5,720 | v0.5.11 |
| 2026-08-21 02:00:00 | 5,716 | v0.5.11 |
| 2026-08-20 02:00:00 | 5,714 | v0.5.11 |
| 2026-08-19 02:00:00 | 5,704 | v0.5.11 |
| 2026-08-18 02:00:00 | 5,698 | v0.5.11 |
| 2026-08-17 02:00:00 | 5,696 | v0.5.11 |
| 2026-08-16 02:00:00 | 5,692 | v0.5.11 |
| 2026-08-15 02:00:00 | 5,690 | v0.5.11 |
| 2026-08-14 02:00:00 | 5,686 | v0.5.11 |
| 2026-08-13 02:00:00 | 5,610 | v0.5.11 |
| 2026-08-12 02:00:00 | 5,496 | v0.5.11 |
| 2026-08-11 02:00:00 | 5,494 | v0.5.11 |
| 2026-08-10 02:00:00 | 5,450 | v0.5.11 |
| 2026-08-09 02:00:00 | 4,832 | v0.5.11 |
| 2026-08-08 02:00:00 | 3,024 | v0.3.4 |
| 2026-08-07 02:00:00 | 2,990 | v0.3.4 |
| 2026-08-06 02:00:00 | 2,682 | v0.3.3 |
| 2026-08-05 02:00:00 | 2,678 | v0.3.3 |
| 2026-08-04 02:00:00 | 2,638 | v0.3.3 |
| 2026-08-03 02:00:00 | 2,626 | v0.3.3 |
| 2026-08-02 02:00:00 | 2,616 | v0.3.3 |
| 2026-08-01 02:00:00 | 2,536 | v0.3.3 |
| 2026-07-31 02:00:00 | 2,042 | v0.3.1 |
| 2026-07-30 02:00:00 | 1,802 | v0.2.0 |
| 2026-07-29 06:50:17 | 1,648 | v0.1.13 |
| 2026-07-28 02:00:00 | 1,422 | v0.1.13 |