diff --git a/_posts/2019-04-23-chat-about-tpu-5.md b/_posts/2019-04-23-chat-about-tpu-5.md new file mode 100644 index 0000000..ca2c0ca --- /dev/null +++ b/_posts/2019-04-23-chat-about-tpu-5.md @@ -0,0 +1,73 @@ +--- +title: "闲话TPU #5 Goole TPU 线下分享交流会" +categories: "TPU Blog" +author: "Jun.Li" +date: 2019-04-23 +--- + +版权声明：本博文欢迎分享与转载，转载请注明出处和作者。 + +> [闲话TPU #1 背景/价格/TFRC计划及羊毛](http://cyfeng.science/tpu/blog/2019/03/07/chat-about-tpu-1.html) +> +> [闲话TPU #2 配置GCP环境/创建TPU实例](http://cyfeng.science/tpu/blog/2019/03/06/chat-about-tpu-2.html) +> +> [闲话TPU #3 模型编写](http://cyfeng.science/tpu/blog/2019/03/05/chat-about-tpu-3.html) +> +> [闲话TPU #4 Coral Edge TPU赋能移动端](http://cyfeng.science/tpu/blog/2019/03/04/chat-about-tpu-4.html) + +第一届Google TPU线下分享交流会于2019年4月19日在中关村五道口高山会议室成功举办。参会人员分别为[投资人兼在读博士李卓桓](https://bkso.baidu.com/item/%E6%9D%8E%E5%8D%93%E6%A1%93)、[SIGAI创始人雷明](https://www.huodongjia.com/guest-077106065120077122081053.html)、[伽利略资本投资总监郑譞](https://cn.linkedin.com/in/xuanr) [奇点机智职员栾迎凯](https://www.naturali.io/about-us)、北邮硕士[段嘉铭](https://github.com/VDeamoV)、[朱正源](https://github.com/824zzy)、[李童俊](https://github.com/TuringLee)、[石珅达](https://github.com/CyFeng16)，中科院电子所博士生[李军](https://github.com/muzi-8) + +![AI at the edge](../../../../../assets/TPU/photo.jpg) +## 环节 1 +首先由本次线下分享发起人李卓桓科普性地介绍Google TPU，希望大家能够“一起入坑、一起跳坑”，借助TPU算力资源，做出一番“伟业”。 详细介绍见[slide](https://docs.google.com/presentation/d/1iodAZkOX0YMnUwohgQqNsbEkhR0zAnO-jncK9SkJ69o/edit#slide=id.g4461849552_8_1825) + +![AI at the edge](../../../../../assets/TPU/lizhuohuan1.jpg) + +## 环节 2 +参会人员各自进行TPU lighting talk 5-10 分钟。 + +1）朱正源主要介绍了Googel Edge TPU,作为物联网硬件新设备的一种，可以在边缘设备部署高质量的ML推理。详细介绍见[slide](https://docs.google.com/presentation/d/1_R5A_vtgTs7UdwMGhxekimiH9tk6RxgSeqY8-UB9uQo/edit?usp=sharing) + +![AI at the edge](../../../../../assets/TPU/zhuzhengyuan.jpg) +
Googel Edge TPU
+ +2) 段嘉铭介绍了新手如何入门TPU以及如何使用google colab，并且给了一个小彩蛋：colab用户界面特别友好，详细介绍见[slide](https://docs.google.com/presentation/d/1-QjhxMxAG955i51BAihilcoLDtBhDDpZjgT4k4u05MQ/edit#slide=id.p) + +![AI at the edge](../../../../../assets/TPU/duanjiaming.jpg) +
TPU for Beginners
+ +3）李童俊 介绍了自己与TPU的结缘，以及自己为什么要使用TPU。详细介绍见[slide](https://docs.google.com/presentation/d/16dcUlsFTYB2PF7_Tt9E4QiwJ3BuoaiHotgIyDvwJvww/edit#slide=id.p) + +![AI at the edge](../../../../../assets/TPU/litongjun.jpg) +
Why use TPU
+ +4）石珅达 作为使用TPU的资深用户，介绍了如何正确的操作TPU。详细介绍见[slide](https://docs.google.com/presentation/d/1ZyppM4aHRePxop6cGMEDFC4V-fgS82zRy_KSHedzzLo/edit) + +![AI at the edge](../../../../../assets/TPU/shishenda.jpg) +
elegantly use TPU
+ +5）李军 作为TPU的小白，主要介绍了TPU的核心部件“脉动阵列”原理。详细介绍见[slide](https://docs.google.com/presentation/d/14DipSn0liJUSKGaNF0iYiqqnV7OF9pCdNMTE6Zfu6mk/edit#slide=id.g568e12869a_3_82) + +![AI at the edge](../../../../../assets/TPU/lijun.jpg) +
Introduce Systolic Array
+ +6）栾迎凯 主要介绍了使用TPU是为了基于“词”单元，从新训练一个bert。因为自己实践使用GPU，耗时一个多月，性能还是不太好。 + +![AI at the edge](../../../../../assets/TPU/luanyingkai.jpg) +
Train Bert Model
+ +7）雷明 主要介绍了自己SIGAI公司的业务，使得每一位用户能够容易上手ML。 + +![AI at the edge](../../../../../assets/TPU/leiming.jpg) +
Information of SIGAI
+ +## 环节 3 +本次会议最终达成以下协议： + +![AI at the edge](../../../../../assets/TPU/result.jpg) +
Meeting results
+ +- 成立账房小组：由石珅达负责统一管理账户以及花费问题。 +- 成立学习小组：李俊作为组长，段嘉铭作为副组长。 +- 任务：5.1之前完成使用TPU说明文档，以及学习文档。 +- 试运营期：5.1之前 diff --git a/assets/TPU/duanjiaming.jpg b/assets/TPU/duanjiaming.jpg new file mode 100644 index 0000000..8032598 Binary files /dev/null and b/assets/TPU/duanjiaming.jpg differ diff --git a/assets/TPU/leiming.jpg b/assets/TPU/leiming.jpg new file mode 100644 index 0000000..97d190b Binary files /dev/null and b/assets/TPU/leiming.jpg differ diff --git a/assets/TPU/lijun.jpg b/assets/TPU/lijun.jpg new file mode 100644 index 0000000..30f4265 Binary files /dev/null and b/assets/TPU/lijun.jpg differ diff --git a/assets/TPU/litongjun.jpg b/assets/TPU/litongjun.jpg new file mode 100644 index 0000000..cf72faf Binary files /dev/null and b/assets/TPU/litongjun.jpg differ diff --git a/assets/TPU/lizhuohuan1.jpg b/assets/TPU/lizhuohuan1.jpg new file mode 100644 index 0000000..5f18e1c Binary files /dev/null and b/assets/TPU/lizhuohuan1.jpg differ diff --git a/assets/TPU/luanyingkai.jpg b/assets/TPU/luanyingkai.jpg new file mode 100644 index 0000000..2d89be0 Binary files /dev/null and b/assets/TPU/luanyingkai.jpg differ diff --git a/assets/TPU/photo.jpg b/assets/TPU/photo.jpg new file mode 100644 index 0000000..2f5f9de Binary files /dev/null and b/assets/TPU/photo.jpg differ diff --git a/assets/TPU/result.jpg b/assets/TPU/result.jpg new file mode 100644 index 0000000..79a355e Binary files /dev/null and b/assets/TPU/result.jpg differ diff --git a/assets/TPU/shishenda.jpg b/assets/TPU/shishenda.jpg new file mode 100644 index 0000000..a40c938 Binary files /dev/null and b/assets/TPU/shishenda.jpg differ diff --git a/assets/TPU/zhuzhengyuan.jpg b/assets/TPU/zhuzhengyuan.jpg new file mode 100644 index 0000000..5741229 Binary files /dev/null and b/assets/TPU/zhuzhengyuan.jpg differ