Why Nvidia's AI Monopoly is Coming to An End. The Battle For AI Market Domination 9-8-2024 - Dr Waku Unravels the Tangled Web of AI Systems, Methods and Standards, and the Fierce Compition to Outdo All Other Competitors in - - THE QUEST FOR AI WORLD DOMINATION - 64,534 views Sep 8, 2024 Dr Waku - 0:00 Intro 0:24 Contents 0:31 Part 1: Nvidia's Cuda moat 1:16 Evolution of Cuda 2:01 GPGPU programming languages 2:29 What made Cuda powerful? 3:26 The competitor to Cuda: OpenCL 4:06 PTX machine code for Nvidia GPUs evolves rapidly 5:15 Other GPU frameworks output Cuda code 6:22 Example: PyTorch outputs Cuda 6:56 Part 2: The competitors' view 7:29 Companies like to have secondary providers 8:14 Approach 1: Maintain hardware compatibility 9:00 In contrast to Nvidia, Intel has a stable architecture 9:39 Approach 2: Library compatibility 10:48 Approach 3: Binary translation 11:53 Approach 4: Create a new compiler 12:22 Clean room compiler reimplementation 13:48 How Intel is using library compatibility 14:36 AMD also didn't want library compatibility 15:03 Moore Threads, Chinese GPU company 15:40 Moore Threads is doing binary translation? 16:29 In response, Nvidia bans disassembly of code 17:23 Nvidia probably doesn't want binary translation tools 18:09 New compiler: SCALE from Spectral Compute 19:12 Spectral Compute could get bought by AMD 19:35 AMD's compiler ROCm doesn't work well 20:06 AMD acquired Nod.AI to get an optimizing compiler 21:00 Part 3: Should Nvidia be worried? 21:11 Implementing Cuda compatibility is a catch up technique 21:31 Nvidia's profit margins depend on its monopoly 21:56 My perspective: Cuda is too complicated 22:55 Nvidia should be most worried about other stacks 23:49 New stacks are already being created 24:07 PyTorch 2.0 is more AMD friendly 24:44 OpenAI's Triton is an easier to use GPGPU language 25:32 How Triton works, targeting PTX directly 26:20 Why LLVM names Triton so powerful 27:30 Should Nvidia use LLVM too? 28:03 Triton only supports what OpenAI needs 28:58 Yes, Nvidia should be worried 29:37 Are machine learning folks going to use AMD? 30:20 Conclusion 31:15 Bypassing Cuda completely 32:20 Outro - We discuss why Nvidia has a software moat against competitors who might want to manufacture GPUs. Nvidia's Cuda language has had unique advantages over time, including the ability to model memory hierarchy precisely. The fundamental machine learning tools like pytorch ended up supporting only Cuda, cementing Nvidia's position. - There are multiple ways competitors could try to break the Cuda monopoly: hardware compatibility, library compatibility, binary translation, or even creating a new compiler. Companies are starting to engage in these approaches, especially creating new compilers, which is the least legally challenging. In particular, there is already a f FAIR USE FOR EDUCATIONAL PURPOSES Mirrored From: https://www.youtube.com/@DrWaku

Republican presidential candidate Donald Trump on Saturday returned to the rural Pennsylvania site where he was nearly assassinated, rallying a large crowd in the critical battleground state one month before the Nov. 5 election. "As I was saying," Trump said as he appeared on stage, pretending he was resuming the speech that was interrupted when he was grazed in the ear by a bullet on July 13. In mid-speech Trump called up on stage a powerful ally, Elon Musk, CEO of Tesla and owner of...

Former President Donald Trump set the stage for a bruising final month of the presidential campaign during a return visit to the Pennsylvania venue where a gunman attempted to assassinate him this summer. The trip was Trump’s latest to the Keystone State, which is shaping up to be the most pivotal in this election cycle. As the rally was ongoing, Trump’s campaign announced two additional Pennsylvania events the president would appear at in the coming days. Speaking before...

Vice President Kamala Harris took her second trip in four days to a hurricane-ravaged state, meeting with victims and first responders in North Carolina on Saturday as the administration combats criticism and false claims that its storm response is too anemic. Fresh off a Midwest campaign swing, Harris visited a North Carolina Air National Guard base at Charlotte’s airport, where she received a briefing alongside a phalanx of state elected officials. The guard has airlifted more than 100,000...

The Israeli military struck Beirut overnight and into this morning after the Israeli military issued new evacuation orders for several neighborhoods in the area. An Israeli strike also hit a mosque near the al-Aqsa Martyrs Hospital in the town of Deir al-Balah in central Gaza, killing at least 18 people. The strikes on both fronts come as Hamas' deadly raid in southern Israel and the war in Gaza approaches the one-year mark.

A protester who works in the media lit himself on fire outside of the White House during an anti-Israel protest on Saturday evening, disturbing video shows. The man, identified as photojournalist Samuel Mena Jr,  can be seen screaming in pain after he set his left arm ablaze in the middle of the street as shocked police officers and bystanders rush over to help, according to one clip. Mena holds his left arm — engulfed in flames —...

This recipe takes all of the toppings from Chicago-style hot dogs - relish, onion, sport peppers - and piles them onto (and into) hearty meatloaf.

by Alex Christoforou, The Duran: I haven’t followed much Ukraine news for over a week. Lately, with the yen carry trade unwind, I’ve been focused specifically on economics. I posted videos before with Raoul Pal. While he’s insightful, he’s not entirely honest when blaming what happened on simple people, as he mentioned in the last […]

from The Jimmy Dore Show:  TRUTH LIVES on at https://sgtreport.tv/

When you are a football cheerleader, life is good. You travel with your team and spread joy to football fans. Dancing, smiles, and bouncy cheer routines are the order of the day. Cheerleaders jump as a part of their regular performance. However, nothing beats the jumps performed when this cheerleader team are the “victims” of a prank. @espn These reactions (via @TORO ) #jumpscare #funny #fail ♬ original sound – ESPN The video began with the Mascot helping the mannequin practice. That practice led to the fake statue prank with the cheerleader crew. Most of the women walked past the mannequin without noticing it — until it moved. Although some women saw the mannequin before it moved, many were caught off guard. The verbal reactions varied from tiny little squeaks to bloodcurdling screams. We were able to watch many team members pass. Each cheerleader left the scene with laughter in their heart, even after the prank. Our favorite was the first one who passed the mannequin. She was pulling a small carry-on bag. As she passed the fake statue, he moved. She screamed. But then her reflexes took over, and that carry-on bag went airborne. The luggage caught the mannequin squarely in the shoulder. Fortunately, his costume had good padding. Image from TikTok. You might think the mannequin would be hesitant to continue with this prank on the cheerleaders. After the beating he got from the first “victim,” the mannequin proved he was a glutton for punishment. After repositioning, he was ready for the next group of women to pass as they entered the stadium. Image from TikTok. The fake statue did startle most of the women. Their reactions to the jump scare are hilarious screams, but the woman who just stared and then laughed at the mannequin was totally classy. Please share. You can find the source of this story’s featured image here. The post Prank-Tastic: Houston Texans Cheerleaders Never Suspected This Silly Prank! appeared first on InspireMore.