👑MODEL'S ENGAGEMENT THREAD👑 👣Theme: Foot Fetish Friday - Any... feet content!👣 Featured 👑 AnasFeet 👈🏻FOLLOW! 👉🏻Repost to participate, I will retweet back the best entries and pick 1 or 2 participating model/s to FEATURE next thread! 🦄show more

💎MODEL'S ENGAGEMENT THREAD💎 👣Theme: Toesday!👣 Featured: 3Flowers - FOLLOW!... 👉🏻Repost to participate, I will retweet back the best entries and pick 1 or 2 participating model/s to FEATURE next thread! 🦄show more

💎VIPFEET MODEL'S ENGAGEMENT THREAD💎 👣Theme: Toesday👣 Ladies please post... your toes closeup pic/vid! 🎖️To participate Repost + Like this post, I will retweet back the best entries and pick one or two best entries for the next thread! Sunday's best entry: @Lady_Mylani ❤️🏆show more

👣SEXY FOOTWEAR THURSDAY👣 🌟MODELS ENGAGEMENT THREAD🌟 All models post... your sexy footwear! I will retweet🔄& FEATURE models (in future threads) WHO participate + Like♥️ & RT🔄this POST! Featured models: 👑💋 Reyna Lorenaaa Goddess Melanie scarlett SugarTootsies Footish Queen Galinashow more

👣FLIP FLOPS FRIDAY👣 🌟MODELS ENGAGEMENT THREAD🌟 ➕ALL models please... post your feet wearing flip flops! I will retweet🔄& FEATURE models (in future threads) WHO post a flip flop picture & Like ♥️ & retweet🔄THIS tweet! Featured model: 𝗚𝗶𝗮𝗻𝗻𝗮 💕✨جلالة الملكةshow more

👣CLASSY FEET FRIDAY👣 🌟MODELS ENGAGEMENT THREAD🌟 Models please post... your classy feet picture either in high heels or sexy sandals! For max. exposure, I will retweet the ones who have posted their classy feet + liked & RT this post! Stunning soles and toes by: @MistressCathieshow more

Scrunchy gang 🦶🏻💚💋 UNBELIEVABLE FEET The Feeture 8k FeetRetweet... (3.6K) FeetFinder.com Foot Fetish Forum @Alilouelr LoveYourFeet 👑 11K 👣👣 ROAD TO 1.7k Sole Presentation 🇨🇦Hearts And Soless🇨🇦 #bigfeet #footfetish #soles #scrunchedsoles #feetfindershow more

Foot Fetish Friday Ft. Mia Lake Sweetfeetsy | Mia... Lake 🤤👣❤️ Go follow midnyghtdesires00 for more feet content‼️‼️‼️ Make sure to check out Mia Lake Sweetfeetsy | Mia Lake onlyfans linked in her bio🤫 Comment below🔽🔽🔽 #ig #x #tiktok #influencer #sex #model #footfetish #footworship #footlover #footmodels #mialakex #sweetfeetsy #onlyfans #of #soles #toes #goddess #findom #latina #prettyfeet #content #follow #like #repost #commentshow more

🌸🌼Spring Saturday Edition 🌷🌺 Oh we’re soooo back ‼️... And what’s better than smoking 💨 in the rain 🌧️, smoking 💨 in the rain ☔️ with Goddess 👸🏼 feet on face and lap 🤗. 25’ viiibes staying up, just wait and see 🎶🦶🏻👑 🇺🇸Goddess Ellie Star | Findom 💫 📏5’4 👣6.5 ♉️ •foot fetish •feet •toes •soles •Goddess •content creatorshow more

🎉🎉 𝗪𝗲 𝗛𝗶𝘁 𝟮𝟱𝟬𝗸 𝗙𝗼𝗹𝗹𝗼𝘄𝗲𝗿𝘀 🎉🎉 Thank you fam... for your incredible support and love ❤️ What an amazing year for us, my community is making money, my community is growing, and the bull market vibes are back 🔥 On this special occasion, I am doing a giveaway of $𝟱𝟬𝟬; $250 to two people 🤑 To win: 👑 Like and Repost it 👑 Follow me on Wise Advice and Sumit Kapoor 👑 Comment your best experience with Wise Advice. 👑 Tag your 3 favourite crypto influencers.show more

You stopped scrolling the second you saw me. 👣😈... Now don’t embarrass yourself by pretending you’re only here to look. My attention isn’t free, my standards aren’t low, and I have zero patience for empty promises. 💸 If you’re obsessed enough to keep coming back, prove it. No excuses. No hesitation. Send your tribute and show me you can actually follow through. 👑💰🔥show more

Gang Up guys! 🔥 MONGANG x EGGcellent NFT Big... Giveaway 🔥 ✨12 GTD EGGcellent wl ✨20 FCFS EGGcellent wl Mint your EGGcellent NFT for a chance to win GUARANTEED WLs or OG roles for 8 top projects launching on Monad mainnet: Drake (mainnet arc) NoMoreLonely.Life @monadians_xyz Monad Nomads NFT MONGANG Mouch Chewy The 10k Squad 📌How to participate? Part 1 - Giveaway ✨2 GTD EGGcellent wl ✅To do: 1. Like and retweet this post 2. Follow MONGANG 3. In comments tag 3 best friends Part 2 - Сontest (art/thread) ✨10 GTD EGGcellent wl ✨20 FCFS EGGcellent wl ✅To do: 1. Join Discord: 2. Take part in the contest Join our Discord for more details — don’t miss this epic opportunity💎 🗓️Deadline - 15.05.2025.show more

#support2earn Metabows is a social problem-solving project utilizing WEB3,... initiated by Satoshi and his beloved dog Bruno. Metabows issues BOW tokens and uses the value generated from them to give back to society, aiming to achieve a "well-being society for both humans and dogs." BOW tokens can be mined by participating in a new X to earn mechanism called support2earn. As more people around the world spread the philosophy of Metabows through support2earn, the value of BOW tokens will increase, and society will improve. Metabows progresses through blog stories linked to the project, so please read the blog and participate in support2earn. ↓ ▪︎=============▪︎ 【How to Participate】 From 4/14 23:00 to 4/15 23:00 1⃣ Hold DFT or XCR 2⃣ Like the post 3⃣ Follow Metabows🐕 ADVENTURES 📿🎖️ 4⃣ Quote the first tweet Add a comment ＋ Use any hashtag(s) (Please include easily spreadable hashtags, but it seems better not to use more than two) 5⃣ Participation pageshow more

🇵🇱 Mam dość kamerek i waszego durnego pierdolenia. Chce... więcej sesji realnych. Prawdziwej adrenaliny. Zamknij ryj, wysyłaj hajs albo przyjdź i zobacz jaką przyjemność sprawia ból zadany przez anioła z twoich snów. 🇬🇧 I'm fed up with webcams and your stupid chatter. I want more real sessions. Real adrenaline. Shut up, send the cash, or come see the pleasure pain brings when it's delivered by the angel of your dreams. #findom #femdom #RealSession #BDSMPoland #SesjaBDSM #FetyszStóp #Dominacja #Uległość #FootFetish #FootDomination #FootWorship #BDSM #Submissive #Domination #Mistress #FootSlave #Fetish #RealSession #BDSMommunity #FootLovers #Domme #kink #Submission spasiony jonny Cashmeets&OnlineSe$$ions 👣 Feet, Toes & Soles 👣 FINDOM PROMO🔄 (2.1K) fetyszysta_3- 𝕱𝖎𝖓𝖉𝖔𝖒𝕻𝖗𝖔𝖒𝖔𝕳𝕼 | RT PROMO Findom promo 🇵🇱🇳🇱 #FootParadise RT Group Polski Findom footboy69 RT Femdom & Feet models 6k Feet RT PROMO 💯K (ROAD TO 200K!) RT_Feet_slave Feet RT PROMO 💯K (ROAD TO 200K!)_alt 🇵🇱 Best PL Findom PROMO I ❤️ Findom BDSM Femdom BDSM | BDSM.org Promo Mistress 10K 🇹🇷 (Sahibe Tanıtım) 🇺🇸Retweet Slave 2.3k🇬🇧 🙋 RT slave RT FINDOM PROMO RT PROMO Cuck szmata Mari and Storm🧎🏻🙏 Vera el esclavo patético y leal de Diosa Carla Puppy Alex 🐶 findom RT 🔄 @DanielSlawecki Rt Charlie FindomRT💸👑 @PromocjaDominshow more

🚨🚨SILVER GIVEAWAY TIME🚨🚨 It is time to do another... silver giveaway! Woohoo!! This is your chance to win another piece of silver jewlery made from the one and only JesterJum so here we go with giveaway #2 😃 Huge congrats to our last winner Supersonic Redhead🛫! She can attest to the quality of the pieces I make! This is a solid 925 silver, one of a kind wolf ring inspired by House Stark from Game of Thrones. This giveaway will last for 5 days, so the winner will be randomly chosen and announced next week on 4/16 @ 9pm CST To enter for a chance to win, you must: 1) Follow Jum 2) Like this post 3) Repost this post 4) Leave a comment (any comment you like) Each individual is only allowed 1 entry so multiple comments will not give you multiple entries. Multiple accounts per person will be disqualified — play fair! Entries from duplicate or spam accounts won't count. At the end of the week, all eligible individuals will be put into Grok and Grok will choose a random winner! This is a chance to get a 100% FREE silver ring, and with silver at an all time high, you don't want to miss this chance! **This giveaway is in no way sponsored, endorsed, or administered by Xshow more

#support2earn Bruno the dog and Satoshi the boy genius... Part 1 ↓ I published a new story on Medium! ▪︎=============▪︎ 【How to Participate】 From5/2 20:30 to 5/6 23:59(JST) 1⃣ Only DFT,DFTSW,XCR or Metabows Pass Holder 2⃣ Like the post 3⃣ Follow Metabows🐕 ADVENTURES 📿🎖️ 4⃣ Quote the first tweet Add a comment ＋ Use any hashtag(s) (Please include easily spreadable hashtags, but it seems better not to use more than two) 5⃣ Participation page 6⃣You get 5,000 BOW TOKEN (BOW TICKET)show more

40% of the BOW TOKEN will be used to... address unhappy dogs and social issues. With WEB3, people all over the world can easily connect, right? So I thought I would use WEB3 to make society better. Don't you all think so too? ↓ Metabows is a social problem-solving project utilizing WEB3, initiated by Satoshi and his beloved dog Bruno. Metabows issues BOW tokens and uses the value generated from them to give back to society, aiming to achieve a "well-being society for both humans and dogs." BOW tokens can be mined by participating in a new X to earn mechanism called support2earn. As more people around the world spread the philosophy of Metabows through support2earn, the value of BOW tokens will increase, and society will improve. Metabows progresses through blog stories linked to the project, so please read the blog and participate in support2earn. ↓ ▪︎=============▪︎ 【How to Participate】 From 4/15 22:00 to 4/16 22:00 1⃣ Hold DFT or XCR 2⃣ Like the post 3⃣ Follow Metabows🐕 ADVENTURES 📿🎖️ 4⃣ Quote the first tweet Add a comment ＋ Use any hashtag(s) (Please include easily spreadable hashtags, but it seems better not to use more than two) 5⃣ Participation pageshow more

$FEET🦶 by Feet Pix 🦶📸 weekly update: Airdrop for... NFT holders coming soon 🦶 New CEX listing coming this week 🛒 Halving for stakers coming in 7 days 🥩 FEET is the perfect mix of $PEPE, $ETH, and $BTC 🧠 Highlights 🔦 Last Friday, the FP of #feetpixwtf doubled up from 0.05 to 0.12 📈, the best performance of the week for an NFT collection 🏆 The team is keeping its promise of using the creator fees to buy back and burn the NFTs, and we are approaching our 1:1 airdrop! 🎁 It will be unlocked once the supply goes down to 8,300; we are 87 NFTs away! It's impressive—it was 10,000 on February 14th! 🤯 The community is expanding, with Chinese influencers and worldwide celebrities tweeting about $FEET 🦶🌍 The Twitter account is about to reach 20K followers! 🫂 I think there will be many chances for feet to become mainstream during the summer (everyone takes pics of themselves on a beautiful beach) 👙⛱️ The price is stable with over 1M market cap, so we have great chances to go parabolic once the volume kicks in! 🎢 The team has no team tokens, and the ownership is renounced, so there will be no selling pressure from the devs.🦄 It's just a matter of time! The rise, as I've always said, is #inevitable!! 🚀 Feet fam, let’s make some noise! 💥 Like, RT this long tweet, and for those who FOLLOW me and read the tweet until here, I will do a giveaway of 50M $FEET to a lucky feet fan ❤️🦶🍀 #FEET #CRYPTOshow more

Batch Normalization by hand ✍️ ~ 7 steps walkthrough... below Batch normalization is common practice for improving training and achieving faster convergence. It sounds simple. But it is often misunderstood. 🤔 Does batch normalization involve trainable parameters, tunable hyper-parameters, or both? 🤔 Is batch normalization applied to inputs, features, weights, biases, or outputs? 🤔 How is batch normalization different from layer normalization? So I drew and calculated one entirely by hand. Goal: normalize a mini-batch of 4 examples to mean 0 and variance 1, then let the network scale it back. = 1. Given = A mini-batch of 4 training examples, each with 3 features. = 2. Linear layer = Let us multiply by the weights and add the biases. Batch norm sits after this, which answers the second question: what gets normalized is features, not inputs, weights or biases. = 3. ReLU = We apply the activation, and -2 becomes 0. Negative values are suppressed before any statistic is taken. = 4. Batch statistics = Let us compute the sum, mean, variance and standard deviation, one row at a time. A row is a feature and the four columns are the four examples, so every number here measures one feature against the rest of the batch. That is the "batch" in batch normalization, and it is exactly what layer normalization does not do. The statistics are rounded to whole numbers, which is what keeps the rest of the page doable in pen. = 5. Shift to mean 0 = We subtract the mean, in green. The four values in each feature now average to zero. = 6. Scale to variance 1 = Let us divide by the standard deviation, in orange. Each feature now has variance one, whatever scale it arrived at. = 7. Scale and shift = We multiply by a linear transformation and pass the result on. The diagonal and the last column are trainable, so having just forced every feature to mean 0 and variance 1, we hand the network the means to undo it. The outputs: Mean of each feature = [2, 1, 2] Std dev of each feature = [1, 1, 2] To the next layer = [2, -2, 2, 0], [-3, 3, 6, -3], [2, 0, 1, 2] The answers: 🤔 Both. The scale and shift are trainable, the statistics are not. Epsilon and the momentum on the running statistics are the hyper-parameters, and one mini-batch by hand needs neither. 🤔 Features, after the linear layer, not inputs, weights or biases. 🤔 Batch norm measures across the batch, one feature at a time. Layer norm measures across the features, one example at a time. 💾 Save this post!show more