[shardformer] add performance benchmark of shardformer#4169
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flybird11111 wants to merge 0 commit intohpcaitech:feature/flash-attention-shardformerfrom
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[shardformer] add performance benchmark of shardformer#4169flybird11111 wants to merge 0 commit intohpcaitech:feature/flash-attention-shardformerfrom
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FrankLeeeee
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Jul 5, 2023
| We also conducted [benchmark tests](./examples/performance_benchmark.py) to evaluate the performance improvement of Shardformer. We compared the training time between the original model and the shard model. | ||
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| In the case of using 2 GPUs, the training times are as follows: | ||
| | N_CTX | org_model | shard_model | |
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You need to explain the meaning of N_CTX and what kind of configurations are turned on for benchmarking.
FrankLeeeee
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Jul 5, 2023
| | 2048 | 46.6ms | 30.0ms | | ||
| | 4096 | 160.4ms | 89.8ms | | ||
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Don't put this image in this folder. Create a pull request to put all images in https://github.com/hpcaitech/public_assets/tree/main/colossalai/img/shardformer. Name your images clearly e.g. benchmark_gpus_2.png
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📌 Checklist before creating the PR
[doc/gemini/tensor/...]: A concise description🚨 Issue number
#4168
📝 What does this PR do?
add performance benchmark of shardformer。
💥 Checklist before requesting a review
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