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Optimize perf of broadcast matmul #54126

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merged 2 commits into from
Jun 2, 2023
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ZzSean
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@ZzSean ZzSean commented May 26, 2023

PR types

Performance optimization

PR changes

OPs

Description

优化带广播的matmul性能,在代码中会走到matmulcase14,具体测例如下:

config A100-40G CUDA11.2 优化前 优化后 加速比
x:[2, 1, 1, 1, 4, 4], y:[1, 1, 200, 200, 4, 1], float32 957969.31us 142.14us 6739.6x

该PR优化了double, float, float16, bfloat16四种数据类型,还有两个复数类型仍采用之前的实现,后续会再进行优化

card-71530

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paddle-bot bot commented May 26, 2023

你的PR提交成功,感谢你对开源项目的贡献!
请关注后续CI自动化测试结果,详情请参考Paddle-CI手册
Your PR has been submitted. Thanks for your contribution!
Please wait for the result of CI firstly. See Paddle CI Manual for details.

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paddle-bot bot commented May 26, 2023

❌ The PR is not created using PR's template. You can refer to this Demo.
Please use PR's template, it helps save our maintainers' time so that more developers get helped.

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@FlyingQianMM FlyingQianMM left a comment

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LGTM

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@Xreki Xreki left a comment

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LGTM

@ZzSean ZzSean merged commit 9f76d05 into PaddlePaddle:develop Jun 2, 2023
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3 participants