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Update Experiment result about Colossal-AI with ZeRO (#479) 

* [readme] add experimental visualisation regarding ColossalAI with ZeRO (#476)

* Hotfix/readme (#478)

* add experimental visualisation regarding ColossalAI with ZeRO

* adjust newly-added figure size
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Sze-qq 2022-03-21 16:34:07 +08:00 committed by GitHub
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README-zh-Hans.md
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@ -84,7 +84,11 @@ Colossal-AI为您提供了一系列并行训练组件。我们的目标是让您
### GPT-2
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/GPT2.png" width=800/>
- 降低11倍GPU显存占用，或超线性扩展
- 降低11倍GPU显存占用，或超线性扩展（张量并行）
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/Colossal-AI%20with%20ZeRO.jpg" width=393>
- 能训练接近11倍大小的模型（ZeRO）
### BERT
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/BERT.png" width=800/>

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README.md
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@ -85,8 +85,11 @@ distributed training in a few lines.
### GPT-2
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/GPT2.png" width=800/>
- 11x lower GPU RAM, or superlinear scaling
- 11x lower GPU RAM, or superlinear scaling with Tensor Parallel
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/Colossal-AI%20with%20ZeRO.jpg" width=393>
- 10.7x larger model size with ZeRO
### BERT
<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/BERT.png" width=800/>