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Grand Blue Dreaming 16

為了解決Lottery ticket的問題，作者Yoshioka, Kimitake 這樣論述：

The hit comedy manga comes to print by popular demand! Swimsuits! Ramen! Dumb jokes! Beer! Uncomfortable nudity!OKINAWA ANTICSAfter scoring a winning lottery ticket, Iori convinces Chisa to join him on an island getaway to Okinawa. A jealous Aina resolves to throw a wrench in any potential romanc

e by tagging along in secret... and even ropes Kohei into her scheme! It’s two days of botched love hotel bookings, a broken-hearted otaku, and even a little diving in this love duel for the ages!

Lottery ticket進入發燒排行的影片

利用特徵濾波器分析的卷積神經網路壓縮方法

為了解決Lottery ticket的問題，作者王奕升 這樣論述：

隨著深度學習領域不斷的進步，計算機視覺領域中的卷積神經網路架構比起以往擁有更多的記憶體使用量和更複雜的運算需求，相對地對於硬體的要求也就更高，導致將深度學習的應用部屬到移動式裝備的困難度逐年在增加，這使得如何在有限的記憶體和硬體效能中擁有差不多的辨識準確率成為近幾年被關注的問題之一。因此，本論文提出了一個新穎的卷積神經網路的壓縮方法。此方法首先利用主成分分析分解卷積層中的濾波器，再藉由分解的結果，設計一個用來重建濾波器和輸入圖片的卷積運算架構。最後，利用剪枝的技術對整個卷積神經網路進行壓縮，並且在壓縮後透過微調的方式將模型恢復到壓縮前的辨識能力。此外，透過實驗證明，將本論文提出的壓縮方法與最

先進的剪枝方法相比能在模型的整體效能上帶來顯著的進步。以ResNet-34 為例，提出的方法可以使整個模型在CIFAR-10 數據集上獲得6.9倍的壓縮率，並且只損失百分之0.7的辨識準確率。

Blue Ticket

為了解決Lottery ticket的問題，作者Mackintosh, Sophie 這樣論述：

"Blue Ticket is a wonder...Be sure to read everything Sophie Mackintosh writes."--Deborah LevyFrom the "ingenious and incendiary" (The New Yorker) author of the Booker Prize longlisted novel The Water Cure comes another mesmerizing, refracted vision of our society: In a world where women can't have

it all, is choice the biggest burden of all?Calla knows how the lottery works. Everyone does. On the day of your first bleed, you report to the station to learn what kind of woman you will be. A white ticket grants you marriage and children. A blue ticket grants you a career and freedom. You are rel

ieved of the terrible burden of choice. And once you've taken your ticket, there is no going back. But what if the life you're given is the wrong one? When Calla, a blue ticket woman, begins to question her fate, she must go on the run. But her survival will be dependent on the very qualities the lo

ttery has taught her to question in herself and on the other women the system has pitted against her. Pregnant and desparate, Calla must contend with whether or not the lottery knows her better than she knows herself and what that might mean for her child. An urgent inquiry into free will, social ex

pectation, and the fraught space of motherhood, Blue Ticket is electrifying in its raw evocation of jealousy and desire and riveting in its undeniable familiarity. SOPHIE MACKINTOSH is the author of The Water Cure, which was longlisted for the 2019 Man Booker Prize. In 2016 she won the White Revie

w Short Story Prize and the Virago/Stylist Short Story competition; she has been published in TheNew York Times, Elle, and Granta magazine, among others.

用隨機動力學理解人工神經網路中的訓練、躍遷、與剪枝

為了解決Lottery ticket的問題，作者楊淳文 這樣論述：

摘要.. iAbstract ii目錄… iii圖目錄 v一、緒論 1二、理論基礎 22.1神經網路結構 22.2隨機動力學 102.3 Maier-Stein的逃逸理論 142.4 彩票臆測 16三、人工神經網路訓練過程中的隨機動力學 203.1 權重空間中的雙位能井 21範例:.. 21模型一: 263.2權重演化路徑的作用量(Action) 283.3權重演化路徑的隨機力 313.4二維神經網路收斂與剪枝 41模型二: 41模型三: 47模型四: 513.5權重演化路

徑作用量分析 563.6權重演化路徑中的躍遷行為 593.6.1 人工神經網路中的躍遷行為 603.6.2 人工神經網路中的隨機動力學 64模型五 67總結.. 79參考文獻 80