3.4 Data echoing 与 Batchsize image.png 取固定的echoing factor 2,相对于baseline,随着batchsize的增加: batch echoing performance 保持不变或者提高。解释是:当batch size增大到接近训练集时,重复batch类似于新数据batch。 example echoing performace 保持不变或降低。解释是:batchsize越大,一个batch中重复样本的...
data echoing缩短训练时间的关键在于上游步骤和下游步骤之间的权衡。 一方面,重复数据的价值可能会比新数据的价值低,那么data echoing就需要更多的下游SGD(随机梯度下降)更新来达到预期性能。 另一方面,data echoing中每个下游步骤仅需要1/e个上游步骤。 如果下游步骤因回放因子而增加的数量比e小,那么上游步骤的总数就会...
Systems and methods for reducing idleness in a machine-learning training system using data echoingA method for reducing idleness in a machine-learning training system can include performing operations by computing devices. A first set of training operations can access and prepare a plurality of ...
The havoc of the unique post-Ferguson climate, in which massive protests closed the freeway in Oakland, echoing Occupy, and increased anxiety through city streets about urban security, may have hastened the fears about safety on the streets and police security that had already played so large in...
恐怖阴森相呼应的尖叫声混响(Horror Ghastly Echoing Screams Reverb) 恐怖 回声riser 卡(Echo Riser) [1200] 特效音/转场/其他 数字回声蜂鸣音命中的 Synth 提升(Digital Echo Beep Hit Synth Ascend) [3700] 特效音/蜂鸣音(Beeps)/数字(Digital) 消息公告回声5(Message Bulletin Echo 5) ...
恐怖阴森相呼应的尖叫声混响(Horror Ghastly Echoing Screams Reverb) 恐怖 回声riser 卡(Echo Riser) [1200] 特效音 / 转场 / 其他 数字回声蜂鸣音命中的 Synth 提升(Digital Echo Beep Hit Synth Ascend) [3700] 特效音 / 蜂鸣音(Beeps) / 数字(Digital) 消息公告回声5(Message Bulletin Echo 5)...
It is also worth noting clever schemes such as Data Echoing from Choi et al. [127] that apply additional techniques to avoid idle time between CPU data loading and GPU model training. Offline and online augmentation Similarly to the discussion of augmenting data on the CPU or on the GPU, ...
Data communication interface integrated circuit with data-echoing and non- echoing communication modes 来自 百度文库 喜欢 0 阅读量: 38 申请(专利)号: US19890356973 申请日期: 1989-05-24 公开/公告号: US5159684A 公开/公告日期: 1992-10-27
Crane's Echoing Call Messenger Prototype Crescent Court of Flowing Sand Toukabou Shigure Haran Geppaku Futsu Katsuragikiri Nagamasa Redhorn Stonethresher Hamayumi Predator Mouun's Moon Thundering Pulse Tower of Abject Pride Talking Stick Moonpiercer Staff of the Scarlet Sands Wandering Evenstar Fruit...
While fighting the Borg over Jupiter, Data asked to be allowed to fly the Enterprise through the Borg Queen's cube -- something that La Forge believed was impossible for even a computer or the best pilot -- based on Data's gut feeling that he could do it, echoing how La Forge had ...