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Add qwen35_397b_grpo RCP for BS=1152 #483
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149 changes: 91 additions & 58 deletions
149
mlperf_logging/rcp_checker/training_6.1.0/rcps_qwen35_397b_grpo.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,61 +1,94 @@ | ||
| { | ||
| "qwen35_397b_grpo_ref_256": | ||
| { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "NVIDIA", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "64 NVIDIA GB300 nodes", | ||
| "Precision": "BF16", | ||
| "BS": 256, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 1e-06, | ||
| "opt_gradient_clip_norm": 0.125, | ||
| "num_prompts_per_step": 16, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 32 | ||
| }, | ||
| "Epochs to converge": [ | ||
| 4608, 4608, 4608, 4608, 4608, 4608 | ||
| ] | ||
| "qwen35_397b_grpo_ref_256": { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "NVIDIA", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "64 NVIDIA GB300 nodes", | ||
| "Precision": "BF16", | ||
| "BS": 256, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 1e-06, | ||
| "opt_gradient_clip_norm": 0.125, | ||
| "num_prompts_per_step": 16, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 32 | ||
| }, | ||
|
|
||
| "qwen35_397b_grpo_ref_512": | ||
| { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "NVIDIA", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "64 NVIDIA GB300 nodes", | ||
| "Precision": "BF16", | ||
| "BS": 512, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 1.4142135624e-06, | ||
| "opt_gradient_clip_norm": 0.08838834765, | ||
| "num_prompts_per_step": 32, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 64 | ||
| }, | ||
| "Epochs to converge": [ | ||
| 5120, 5120, 5120, 5120, 5120, 5120 | ||
| ] | ||
| "Epochs to converge": [ | ||
| 4608, | ||
| 4608, | ||
| 4608, | ||
| 4608, | ||
| 4608, | ||
| 4608 | ||
| ] | ||
| }, | ||
| "qwen35_397b_grpo_ref_512": { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "NVIDIA", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "64 NVIDIA GB300 nodes", | ||
| "Precision": "BF16", | ||
| "BS": 512, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 1.4142135624e-06, | ||
| "opt_gradient_clip_norm": 0.08838834765, | ||
| "num_prompts_per_step": 32, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 64 | ||
| }, | ||
|
|
||
| "qwen35_397b_grpo_ref_1024": | ||
| { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "NVIDIA", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "64 NVIDIA GB300 nodes", | ||
| "Precision": "BF16", | ||
| "BS": 1024, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 2e-06, | ||
| "opt_gradient_clip_norm": 0.0625, | ||
| "num_prompts_per_step": 64, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 128 | ||
| }, | ||
| "Epochs to converge": [ | ||
| 7168, 7168, 7168, 7168, 7168, 7168 | ||
| ] | ||
| } | ||
| } | ||
| "Epochs to converge": [ | ||
| 5120, | ||
| 5120, | ||
| 5120, | ||
| 5120, | ||
| 5120, | ||
| 5120 | ||
| ] | ||
| }, | ||
| "qwen35_397b_grpo_ref_1024": { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "NVIDIA", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "64 NVIDIA GB300 nodes", | ||
| "Precision": "BF16", | ||
| "BS": 1024, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 2e-06, | ||
| "opt_gradient_clip_norm": 0.0625, | ||
| "num_prompts_per_step": 64, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 128 | ||
| }, | ||
| "Epochs to converge": [ | ||
| 7168, | ||
| 7168, | ||
| 7168, | ||
| 7168, | ||
| 7168, | ||
| 7168 | ||
| ] | ||
| }, | ||
| "qwen35_397b_grpo_ref_1152": { | ||
| "Benchmark": "qwen35_397b_grpo", | ||
| "Creator": "Google", | ||
| "When": "Reference RCPs before 6.1 submission", | ||
| "Platform": "tpu7x:4x8x8+tpu7x:2x2x1", | ||
| "Precision": "BF16", | ||
| "BS": 1152, | ||
| "Hyperparams": { | ||
| "opt_base_learning_rate": 2.1213203436e-6, | ||
| "opt_gradient_clip_norm": 0.05892556510, | ||
| "num_prompts_per_step": 72, | ||
| "num_generations_per_prompt": 16, | ||
| "gradient_accumulation_steps": 18 | ||
| }, | ||
| "Epochs to converge": [ | ||
| 6912, | ||
| 6912, | ||
| 6912, | ||
| 6912, | ||
| 6912, | ||
| 6912 | ||
| ] | ||
| } | ||
| } | ||
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Reference codebase doesn't support tpu7x
Offline discussion confirmed that this wasn't generated using the reference code so it cannot be merged until the reference also shows similar convergence.