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<a href="/2020/08/14/x-profiler/index/" target="_self">
<img src="/img/x-profiler/x-profiler.jpg" srcset="/img/loading.gif" alt="X-profiler startup Arch.">
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<a class="index-header" href="/2020/08/14/x-profiler/index/">X-profiler startup Arch.</a>
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摘要一个涵盖CPU、GPU、XPU的性能perf工具，在AI以及通用场景下的底层性能调优工具。
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<a class="index-header" href="/2020/08/14/SPEC/index/">AI-Performance SPEC.</a>
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摘要业界新闻，论文，开源项目，博文，硬件加速
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摘要AI推理框架，性能，模型，基准
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<a href="/2020/06/17/bi-weekly/2020-06-17/" target="_self">
<img src="/img/22.jpg" srcset="/img/loading.gif" alt="2020-06-17@Bi-weekly">
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<a class="index-header" href="/2020/06/17/bi-weekly/2020-06-17/">2020-06-17@Bi-weekly</a>
<a href="/2020/06/17/bi-weekly/2020-06-17/" class="index-excerpt">
<div>嵌入式AI简报 (2020-06-17)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：本次18条。「新闻」ARM中国剧情不停反转，ARM正式断供华为，高通6月17日上午新品发布，AMD移动处理器X1+A78及GPU性能惊人；「论文」中两篇TransFormer压缩的文章分别出自MIT Han Song团队和微软团队，ICLR2020满分文章解读梯度裁剪为何能加速模型训练，针对轻量</div>
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<div class="post-meta mr-3">
<i class="iconfont icon-date"></i> 2020-06-17
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<a href="/categories/bi-weekly/">bi-weekly</a>
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<a class="index-header" href="/2020/06/03/bi-weekly/2020-06-03/">2020-06-03@Bi-weekly</a>
<a href="/2020/06/03/bi-weekly/2020-06-03/" class="index-excerpt">
<div>嵌入式AI简报 (2020-06-03)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：本次16条。【业界新闻】TensorFlow Lite亮相TF DevSummit性能方面支持OpenCL且CPU基于ruy性能也有提升，微控制器方面持续发力等等；ARM Cortex-A78和旗舰X1的新架构发布，树莓派4发布；【论文】谷歌提出数据回波榨干训练时的GPU资源、CVPR2020不</div>
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<i class="iconfont icon-date"></i> 2020-06-03
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<a href="/2020/05/15/bi-weekly/2020-05-15/" target="_self">
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<a class="index-header" href="/2020/05/15/bi-weekly/2020-05-15/">2020-05-15@Bi-weekly</a>
<a href="/2020/05/15/bi-weekly/2020-05-15/" class="index-excerpt">
<div>嵌入式AI简报 (2020-05-15)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：本次15条。「新闻」高通发布中端Soc 768G，骁龙875性能规格曝光，联发科方面跟进，发布天玑1000+，中高端的天玑800系列。CUDA11特性曝光。「论文」部分，一篇关于深度学习编译器架构的综述论文，详细剖析常用的设计思想，对现有的深度学习编译器进行全面总结。「开源」MNN PR一年来的</div>
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<i class="iconfont icon-date"></i> 2020-05-15
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<div class="post-meta mr-3">
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<a href="/categories/bi-weekly/">bi-weekly</a>
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<a class="index-header" href="/2020/04/26/bi-weekly/2020-04-26/">2020-04-26@Bi-weekly</a>
<a href="/2020/04/26/bi-weekly/2020-04-26/" class="index-excerpt">
<div>嵌入式AI简报 (2020-04-26)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：本期内容23条。「业界新闻」除了提到的三星下一代旗舰Soc外，还有与骁龙835麒麟970的GPU在同一档次的Exynos980。以及最近华为刚发布Nova7的麒麟985，公主身子丫鬟的命。TensorFlow.js的2.0和3.0持续发力包体积大小，去年微信官方账号（微信开发者）发文零基础也能在</div>
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<i class="iconfont icon-date"></i> 2020-04-26
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<a class="index-header" href="/2020/04/04/bi-weekly/2020-04-04/">2020-04-04@Bi-weekly</a>
<a href="/2020/04/04/bi-weekly/2020-04-04/" class="index-excerpt">
<div>嵌入式AI简报 (2020-04-04)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：本期19条。「新闻」部分三个最近开源的框架：清华大学计算机图形学组的Jittor、旷视动态图和静态图合一且训练推理一体的MegEngine（ARM部分6月开源）、华为自动实现分布式并行训练的MindSpore，也期待今年上半年将要开源的OneFlow，华为最近也推出了基于完整解决方案的华为云Mo</div>
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<div class="post-meta mr-3">
<i class="iconfont icon-date"></i> 2020-04-04
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<div>嵌入式AI简报 (2020-03-19)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：距离我们比较近的，国内疫情形势已经收敛，坐等3月底旷视框架开源，华为云发布了旗下的2020“新旗舰”——鲲鹏云手机；距离我们比较远的，国外疫情在大爆发，图像传感器自带神经网络登上Nature，40纳秒完成图像分类，乔治亚理工大学用RISC-V指令集体系结构（Vortex）打造OpenCL兼容 G</div>
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<i class="iconfont icon-date"></i> 2020-03-19
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<a class="index-header" href="/2020/03/02/bi-weekly/2020-03-02/">2020-03-02@Bi-weekly</a>
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<div>嵌入式AI简报 (2020-03-02)关注模型压缩、低比特量化、移动端推理加速优化、部署
导读：本次内容20条。「业界新闻」Face++即将开源自己的深度学习框架，国产5G SoC新星虎贲T7520都值得关注，两家国外AI芯片边缘端创业公司，多多少少都与Cortex-M系列有关。压缩剪枝相关的「论文」有两篇，其中一篇采取无训练的剪枝非常有创意，还有篇「博文」讲的压缩实战很有意思，「博文」部</div>
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