|
1 | 1 | { |
2 | 2 |
|
3 | | - "llama31_8b_ref_X": |
4 | | - { |
5 | | - "Benchmark": "", |
6 | | - "Creator": "", |
7 | | - "When": "", |
8 | | - "Platform": "", |
9 | | - "BS": 0, |
10 | | - "Hyperparams": { |
11 | | - "opt_base_learning_rate": 0, |
12 | | - "opt_epsilon": 0, |
13 | | - "opt_learning_rate_training_steps": 0, |
14 | | - "num_warmup_steps": 0, |
15 | | - "start_warmup_step": 0, |
16 | | - "opt_lamb_beta_1": 0, |
17 | | - "opt_lamb_beta_2": 0, |
18 | | - "opt_lamb_weight_decay_rate": 0, |
19 | | - "gradient_accumulation_steps": 0 |
| 3 | + "llama31_8b_ref_32": |
| 4 | + { |
| 5 | + "Benchmark": "llama31_8b", |
| 6 | + "Creator": "NVIDIA", |
| 7 | + "When": "Reference RCPs before 5.1 submission", |
| 8 | + "Platform": "2xDGX-B200", |
| 9 | + "Precision": "BF16", |
| 10 | + "BS": 32, |
| 11 | + "Hyperparams": { |
| 12 | + "opt_base_learning_rate": 1e-03, |
| 13 | + "opt_learning_rate_warmup_samples": 16348, |
| 14 | + "gradient_accumulation_steps": 2 |
| 15 | + }, |
| 16 | + "Epochs to converge": [ |
| 17 | + 196608, 221184, 208896, 221184, 221184, |
| 18 | + 208896, 208896, 196608, 233472, 208896, |
| 19 | + 233472, 208896, 208896, 221184, 233472, |
| 20 | + 196608, 208896, 233472, 221184, 208896 |
| 21 | + ] |
20 | 22 | }, |
21 | | - "Epochs to converge": [ |
22 | | - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, |
23 | | - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] |
24 | | - } |
| 23 | + |
| 24 | + "llama31_8b_ref_64": |
| 25 | + { |
| 26 | + "Benchmark": "llama31_8b", |
| 27 | + "Creator": "NVIDIA", |
| 28 | + "When": "Reference RCPs before 5.1 submission", |
| 29 | + "Platform": "2xDGX-B200", |
| 30 | + "Precision": "BF16", |
| 31 | + "BS": 64, |
| 32 | + "Hyperparams": { |
| 33 | + "opt_base_learning_rate": 1e-03, |
| 34 | + "opt_learning_rate_warmup_samples": 16348, |
| 35 | + "gradient_accumulation_steps": 4 |
| 36 | + }, |
| 37 | + "Epochs to converge": [ |
| 38 | + 233472, 221184, 233472, 221184, 221184, |
| 39 | + 245760, 233472, 233472, 208896, 245760, |
| 40 | + 233472, 221184, 233472, 233472, 221184, |
| 41 | + 245760, 221184, 233472, 233472, 233472 |
| 42 | + ] |
| 43 | + }, |
| 44 | + |
| 45 | + "llama31_8b_ref_96": |
| 46 | + { |
| 47 | + "Benchmark": "llama31_8b", |
| 48 | + "Creator": "NVIDIA", |
| 49 | + "When": "Reference RCPs before 5.1 submission", |
| 50 | + "Platform": "2xDGX-B200", |
| 51 | + "Precision": "BF16", |
| 52 | + "BS": 96, |
| 53 | + "Hyperparams": { |
| 54 | + "opt_base_learning_rate": 1e-03, |
| 55 | + "opt_learning_rate_warmup_samples": 16348, |
| 56 | + "gradient_accumulation_steps": 6 |
| 57 | + }, |
| 58 | + "Epochs to converge": [ |
| 59 | + 297216, 284832, 272448, 272448, 272448, |
| 60 | + 272448, 297216, 272448, 297216, 272448, |
| 61 | + 297216, 260064, 272448, 272448, 272448, |
| 62 | + 284832, 260064, 284832, 284832, 272448 |
| 63 | + ] |
| 64 | + }, |
| 65 | + |
| 66 | + "llama31_8b_ref_128": |
| 67 | + { |
| 68 | + "Benchmark": "llama31_8b", |
| 69 | + "Creator": "NVIDIA", |
| 70 | + "When": "Reference RCPs before 5.1 submission", |
| 71 | + "Platform": "4xDGX-B200", |
| 72 | + "Precision": "BF16", |
| 73 | + "BS": 128, |
| 74 | + "Hyperparams": { |
| 75 | + "opt_base_learning_rate": 2e-03, |
| 76 | + "opt_learning_rate_warmup_samples": 32768, |
| 77 | + "gradient_accumulation_steps": 4 |
| 78 | + }, |
| 79 | + "Epochs to converge": [ |
| 80 | + 368640, 344064, 356352, 344064, 368640, |
| 81 | + 368640, 405504, 344064, 331776, 307200, |
| 82 | + 331776, 380928, 307200, 344064, 319488, |
| 83 | + 356352, 331776, 319488, 356352, 331776 |
| 84 | + ] |
| 85 | + } |
25 | 86 | } |
| 87 | + |
| 88 | + |
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