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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01-course-introduction.pdf | 2025-11-29 15:04 | 940K | |
| 02-MLSys-basics.pdf | 2025-11-29 15:04 | 2.5M | |
| 03-CUDA-programming.pdf | 2025-11-29 15:04 | 5.2M | |
| 05-transformers-attention.pdf | 2025-11-29 15:04 | 1.8M | |
| 06-warp-specialization.pdf | 2025-11-29 15:04 | 885K | |
| 07-mega-kernel.pdf | 2025-11-29 15:04 | 1.2M | |
| 08-ML-compilers-part-1.pdf | 2025-11-29 15:04 | 1.4M | |
| 09-ML-compilers-part-2.pdf | 2025-11-29 15:04 | 4.2M | |
| 10-graph-level-optimizations.pdf | 2025-11-29 15:04 | 2.1M | |
| 11-kernel-superoptimization.pdf | 2025-11-29 15:04 | 1.4M | |
| 12-ML-parallelization-part1.pdf | 2025-11-29 15:04 | 4.1M | |
| 13-ML-parallelization-part2.pdf | 2025-11-29 15:04 | 2.7M | |
| 14-auto-parallelization.pdf | 2025-11-29 15:04 | 2.1M | |
| 15-LLM-serving-part1.pdf | 2025-11-29 15:04 | 2.2M | |
| 16-LLM-serving-part2.pdf | 2025-11-29 15:04 | 2.0M | |
| 17-LLM-finetuning.pdf | 2025-11-29 15:04 | 1.7M | |
| 18-mixture-of-experts.pdf | 2025-11-29 15:04 | 1.4M | |