2021.10.20 13:24 nesikim React instant notifications using Socket.io
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2021.10.20 13:24 AICoderGamer [D] Swin Transformers: Why are shifted windows better than sliding windows?
I understand the purpose behind why the windows are not the same for each layer in order to improve connectivity.
What I do not understand is why shifted windows have lower latency when compared to their sliding window counterparts. The paper (https://arxiv.org/pdf/2103.14030.pdf) says the following:
"A key design element of Swin Transformer is its shift of the window partition between consecutive self-attention layers, as illustrated in Figure 2. The shifted windows bridge the windows of the preceding layer, providing connections among them that significantly enhance modeling power. This strategy is also efficient in regards to real-world latency: all query patches within a window share the same key set1, which facilitates memory access in hardware. In contrast, earlier sliding window based self-attention approaches [33, 50] suffer from low latency on general hardware due to different key sets for different query pixels. Our experiments show that the proposed shifted window approach has much lower latency than the sliding window method, yet is similar in modeling power. The shifted window approach also proves beneficial for all-MLP architectures."
I don't understand he query-key relations and how they are related to the different window strategies.
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2021.10.20 13:24 UncleJunsLaserBeams What should I do?
Needless to say things have been hard this past week. To be brutally honest, I’m starting to feel a lot of burnout. They told me that the whole situation at the lighthouse was only going to be on my mind for a month at most but it’s literally been half a year since it happened and I feel like I’m still paying for it. I’m not trying to play the victim or anything but am I just stupid for not even thinking I did anything wrong?!?
I just think it’s fucking rich for Martin to say the shit that he did. And of all days THATS when he decides to do it? Like okay dude, let’s just completely forget that my marriage literally ended over a box of Junior mints like that doesn’t even matter. And what’s worse is that I completely understand where he’s coming from, I never said he had it easy either. But it’s just frustrating for him to boast such a superiority complex, you know?
I don’t know, maybe I’m the selfish one.l here. What steps do you think I should take to make this right? Or is it just a lost cause?
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2021.10.20 13:24 Pisidan My first Chase, had restock at Hot Topic!!
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2021.10.20 13:24 crytoloover AIRDROP SOLANIUM DA REDE SOLANA - GANHE CRIPTOMOEDAS DIRETO NA CARTEIRA SOLANA
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2021.10.20 13:24 Harucifer Encontrei minha caixa de coleção de moedas e notas antigas. Observem.
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2021.10.20 13:24 Rich_mining_noob Aion mining
Interested in Aion mining. Was looking for DAG file size but cant find it anywhere. Anyone know what size it is? How is the future of Aion voin looking?
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2021.10.20 13:24 svanapps How Hackers Hijacked Thousands of YouTube Accounts
2021.10.20 13:24 5igorsk Я работаю в хорУ - все орут и я ору!
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2021.10.20 13:24 pantera1415 A cenar.
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2021.10.20 13:24 ItsZekrom Someone is attempting to make a Win32 Discord client for XP.
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2021.10.20 13:24 crytoloover [21.09.28] 선동당하지 마세요 // 비트코인 이더리움 솔라나 루나 테라 dydx solanart pvu ilv orca gala ygg 에이다 코인 추천 전망
2021.10.20 13:24 AwayTop8117 please help me understand i was already approved!!!!
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2021.10.20 13:24 whats_on_netflix Anime Coming to Netflix in 2022 & Beyond
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2021.10.20 13:24 XavierVTM Green tried to skirt Windsward siege window after war was declared (Ruach Server)
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2021.10.20 13:24 _Minor_Annoyance Conservatives opposing House vaccine policy
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2021.10.20 13:24 DJANGO_UNTAMED Learning more about TSP
What are some resources I can use for myself and my soldiers to learn more about TSP. I don't know anything about the G fund, T fund or whatever else is out there. When I hear people speaking about this I don't know what they mean. When I ask they do not care to share their knowledge. I have never received any proper training on this except "Hey TSP, do it".
This is one of those things I feel like i'm missing out on and I don't want to miss the ship.
*slams a case of Monsters on the shoppette checkout counter and swipes STAR card*
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2021.10.20 13:24 X7jakel7X To the moon, surly but slowly
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2021.10.20 13:24 Chenz-Theking-3156 🆘 stock rally today! Bitcoin 📈LFG! Mining ⛏
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2021.10.20 13:24 crytoloover ✅Noticias Criptomonedas😱ME EQUIVOQUÉ CON SHIB | Cardano | Bitcoin | Ethereum | Solana
2021.10.20 13:24 ArtfullyUseless Regarding Darkee's 21 Radius Toxic Rain Overlap Test - It is 39% total inc AoE, not 21 radius
2021.10.20 13:24 laurabell114 Information to include on visa application.
One of the requirements for a spousal visa is to include any previous immigration applications you’ve made. Both my spouse and I have studied in another country and both have received student study visas. Should we include these details in our application? Also, is this information only required for the person applying for visa or for the sponsor as well?
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2021.10.20 13:24 alonrtpve 18 years old - Valheim PC
2021.10.20 13:24 IllustriousGarlic582 Godzilla
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2021.10.20 13:24 ShortAlgo $KTB Awaiting Short signal on KTB
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