Azure tutorial updates and cleanup #43
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ShadenSmith
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Feb 8, 2020
ShadenSmith
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Feb 8, 2020
ShadenSmith
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ShadenSmith
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samyam
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Feb 9, 2020
| [Megatron tutorial](tutorials/MegatronGPT2Tutorial.md) for more details. | ||
| * In order to fully train GPT2 with DeepSpeed and ZeRO we recommend using 8 instances of | ||
| Azure's Standard_ND40rs_v2 SKU for a total of 64 NVIDIA V100 GPUs. With this setup you | ||
| should be able to train 153.6 million samples in less than 2 weeks of training. |
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I think its important to mention the batch size since performance depends so much on it. Maybe say with this setup you should be able to train 100K steps at batch size 1536 (153.6 million samples) in less than 2 weeks?
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