Download part2/benchmark.json from sahoosk/anlp-assignment2: direct link, hf CLI and curl.
- Browser
- Download file 1.37 kB
-
https://huggingface.co/sahoosk/anlp-assignment2/resolve/main/part2/benchmark.json
- Command line
-
hf download hf://sahoosk/anlp-assignment2/part2/benchmark.json
-
curl -L -o benchmark.json https://huggingface.co/sahoosk/anlp-assignment2/resolve/main/part2/benchmark.json
1.37 kB
| [ | |
| { | |
| "optimizer": "adamw", | |
| "category": "1. AdamW", | |
| "fwd_bwd_ms": 44.51255885263284, | |
| "step_ms": 3.5697922110557556, | |
| "hessian_amortised_ms": 0.0, | |
| "total_ms": 48.0823510636886, | |
| "state_mb": 216.584192, | |
| "state_multiple": 2.0 | |
| }, | |
| { | |
| "optimizer": "mars", | |
| "category": "2. Variance-reduced AdamW variant", | |
| "fwd_bwd_ms": 43.19541243215402, | |
| "step_ms": 6.120803082982699, | |
| "hessian_amortised_ms": 0.0, | |
| "total_ms": 49.31621551513672, | |
| "state_mb": 324.876288, | |
| "state_multiple": 3.0 | |
| }, | |
| { | |
| "optimizer": "lion", | |
| "category": "3. Memory-efficient", | |
| "fwd_bwd_ms": 44.26518057783445, | |
| "step_ms": 3.246958553791046, | |
| "hessian_amortised_ms": 0.0, | |
| "total_ms": 47.512139131625496, | |
| "state_mb": 108.292096, | |
| "state_multiple": 1.0 | |
| }, | |
| { | |
| "optimizer": "muon", | |
| "category": "4. Matrix-based", | |
| "fwd_bwd_ms": 41.5445347627004, | |
| "step_ms": 12.41101324558258, | |
| "hessian_amortised_ms": 0.0, | |
| "total_ms": 53.95554800828298, | |
| "state_mb": 141.08672, | |
| "state_multiple": 1.3028348809501296 | |
| }, | |
| { | |
| "optimizer": "sophia", | |
| "category": "5. Hessian-based (bonus)", | |
| "fwd_bwd_ms": 44.653950879971184, | |
| "step_ms": 2.7560430268446603, | |
| "hessian_amortised_ms": 4.465395087997118, | |
| "total_ms": 51.87538899481296, | |
| "state_mb": 216.584192, | |
| "state_multiple": 2.0 | |
| } | |
| ] |