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监测项 #50

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wanghailu0717 opened this issue Oct 23, 2023 · 1 comment
Open

监测项 #50

wanghailu0717 opened this issue Oct 23, 2023 · 1 comment

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@wanghailu0717
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一项独立于代码生成之外的测试任务,简单会做如下的几项工程事项,建立一个精度/性能的监测墙。

1.建立一个测试项目,精细化测试 核函数/网络 的 精度、性能、空间占用,功率等一切可监测项。
2.建立一套精度评价指标,精细化讨论何种场景下的何种精度是符合要求的。例如,区分训练与推理场景。
3.建立一套性能评价指标,准确识别哪些核函数/网络/过程是低效的,哪些是高效的。
4.调研各平台,精细至独立售卖的最小单元来进行 Baseline 的建设。

@wanghailu0717
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添加两套监测系统:
1.一套是主观监测系统,需要我们进行建设。
2.一套是旁路监测系统,需要我们进行学习与包装。
2.1 https://book.douban.com/subject/35273652/
2.2 https://book.douban.com/subject/35934902/

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