The new tranche of export controls is closing some of the loop holes by targeting chip compute performance and not merely memory bandwidth. Any chip over 300 tera flops/s will not be allowed for export. Furthermore, chips between 170 and 300 teraflops are barred if their compute density exceeds 370 gflops/mm2.
The A800 would therefore not make the cut, as its peak compute is 312 teraflops/s.
Expected export bans on A800 and H800. For certain big Chinese companies which were planning to buy them, they now have an egg on their face lol
Also, technical specifications for bans are:
Today’s AC/S IFR: (1) revises ECCN 3A090 to remove paragraph a, including paragraphs a.1
through a.4, and adds in its place simplified control paragraphs .a and .b, along with a
conforming change to ECCN 3A991.p; (2) replaces the criterion “any other item on CCL that
meet or exceed the performance parameters of 3A090 or 4A090” by positively identifying those
ECCNs in new .z paragraphs in nine ECCNs, along with various conforming changes related to
the new .z paragraphs in other parts of the EAR; (3) clarifies the scope of “U.S. person” and end-
use controls related to supercomputers and advanced computing items; (4) makes ECCNs
3A991.p and 4A994.l eligible for License Exception Consumer Communication Devices (CCD,
15 CFR 740.19); (5) expands the Regional Stability (RS) license requirements
It also added to the list of equipment restricted from going to that country to include some deep ultraviolet (DUV) lithography systems, going beyond recent Dutch regulations to keep the Netherlands' ASML from sending older DUV models and spare parts to some advanced Chinese chip factories, confirming another Reuters report.
It's not meant to stop China. After Huawei's new phone, I think it's apparent to them that they lost that gamble, just like every other gamble they made of China failing to make something. It was done for votes to stay in office by acting like they're tough on China. To the American sheeple, banning something means you're tough, like a judge imposing a punishment. So they if they're down to nothing but Panda Express, they'll ban them from selling to China just for the nostalgic way the announcment makes Americans feel.Can someone be in the US shoe of the US and explain to me why trying to ban "advanced" AI chips which are basically glorified GPU's going to prevent China from developing AI and be competitive with US AI models?
1. Machine learning with Neural Networks is by far one of the most lazy parallel tasks in the field of Computing. Which means it can be infinitely parallelized. Which means instead of using 1 fast chip you can just run 10 or 100 slower chip to do the same thing. It might require more power or cost more due to the whole extra infrastracture required. But is making Machine Learning Training more costly that much a of a big deal?
2. Even a slower chip from Nvdia should be quite useful for China to train AI models
3. What is preventing China from using the so called game console GPU's which are not banned to run the same code. Game GPU's are extremely fast as well and can run the same code using CUDA. Maybe less efficient but very viable workaround.
4. Machine Learning training is basically a one time task. Once you train your model, you can run the model for future prediction tasks with a much smaller chip or network of chips. A trained model that might need 1000 GPU's to train will be able to run on a phone GPU. So, the amount of "Advanced" Chips china needs could be much smaller than consumers need to run say AI models for Self-Driving Cars or Autonomous Drones
5. What is preventing Citizens of Friends of US who are not banned like India or Vietnam from buying up thousands of chips. putting them in suitcases or small boxes and shipping to China? Chips are made by the millions and circulated all over the world. A smuggling network will develop in a heartbeat
6. Why not transfer your data to Vietnam, train your model, transfer the trained model back to China?
7. Why not optimize Machine Learning models using model optimization techniques which significantly reduce the size of your model without degrading performance too much. Then you can run the "light" model on a phone GPU
My gut instinct is elections are coming up in a year and Democrats have to look tough on China. A talking point for Biden would be that he destroyed Chinese progress in high tech for decades, something that Trump didn't even do.Can someone be in the shoe of the US and explain to me why trying to ban "advanced" AI chips which are basically glorified GPU's going to prevent China from developing AI and be competitive with US AI models?
1. Machine learning with Neural Networks is by far one of the most lazy parallel tasks in the field of Computing. Which means it can be infinitely parallelized. Which means instead of using 1 fast chip you can just run 10 or 100 slower chip to do the same thing. It might require more power or cost more due to the whole extra infrastracture required. But is making Machine Learning Training more costly that much a of a big deal?
2. Even a slower chip from Nvdia should be quite useful for China to train AI models
3. What is preventing China from using the so called game console GPU's which are not banned to run the same code. Game GPU's are extremely fast as well and can run the same code using CUDA. Maybe less efficient but very viable workaround.
4. Machine Learning training is basically a one time task. Once you train your model, you can run the model for future prediction tasks with a much smaller chip or network of chips. A trained model that might need 1000 GPU's to train will be able to run on a phone GPU. So, the amount of "Advanced" Chips china needs could be much smaller than consumers need to run say AI models for Self-Driving Cars or Autonomous Drones
5. What is preventing Citizens of Friends of US who are not banned like India or Vietnam from buying up thousands of chips. putting them in suitcases or small boxes and shipping to China? Chips are made by the millions and circulated all over the world. A smuggling network will develop in a heartbeat
6. Why not transfer your data to Vietnam, train your model, transfer the trained model back to China? No need for a Chinese company to do this. Just setup a Vietnamese company in name only, with a Vietnamese owner paid by you behind everyone's back and essentially run the company from behind.
7. Why not optimize Machine Learning models using model optimization techniques which significantly reduce the size of your model without degrading performance too much. Then you can run the "light" model on a phone GPU
You can directly infer US establishment's confidence of their actions on how jubilant their US media report US Gov's actionsCan someone be in the shoe of the US and explain to me why trying to ban "advanced" AI chips which are basically glorified GPU's going to prevent China from developing AI and be competitive with US AI models?
1. Machine learning with Neural Networks is by far one of the most lazy parallel tasks in the field of Computing. Which means it can be infinitely parallelized. Which means instead of using 1 fast chip you can just run 10 or 100 slower chip to do the same thing. It might require more power or cost more due to the whole extra infrastracture required. But is making Machine Learning Training more costly that much a of a big deal?
2. Even a slower chip from Nvdia should be quite useful for China to train AI models
3. What is preventing China from using the so called game console GPU's which are not banned to run the same code. Game GPU's are extremely fast as well and can run the same code using CUDA. Maybe less efficient but very viable workaround.
4. Machine Learning training is basically a one time task. Once you train your model, you can run the model for future prediction tasks with a much smaller chip or network of chips. A trained model that might need 1000 GPU's to train will be able to run on a phone GPU. So, the amount of "Advanced" Chips china needs could be much smaller than consumers need to run say AI models for Self-Driving Cars or Autonomous Drones
5. What is preventing Citizens of Friends of US who are not banned like India or Vietnam from buying up thousands of chips. putting them in suitcases or small boxes and shipping to China? Chips are made by the millions and circulated all over the world. A smuggling network will develop in a heartbeat
6. Why not transfer your data to Vietnam, train your model, transfer the trained model back to China? No need for a Chinese company to do this. Just setup a Vietnamese company in name only, with a Vietnamese owner paid by you behind everyone's back and essentially run the company from behind.
7. Why not optimize Machine Learning models using model optimization techniques which significantly reduce the size of your model without degrading performance too much. Then you can run the "light" model on a phone GPU
After Huawei's new phone, I think it's apparent to them that they lost that gamble, just like every other gamble they made of China failing to make something.
That's a good start, but justice won't be done until they are completely and utterly ruined beyond any hope of salvation. Both materially and in spirit.You can directly infer US establishment's confidence of their actions on how jubilant their US media report US Gov's actions
The first big sanctions on Huawei and then the so called October surprise, were widely circulated in US media with much happiness, eagerness, and anticipation for China collapsing. You had hundreds of Twitter threads by "think-tankers" in glee, Reddit posts which had like 50k likes and some hundred awards each etc. You had US publications FT, NYTimes, Washington Post, WSJ etc all basically declaring US victory prematurely.
So coming to today's action, I searched for China on Reddit, only a single post of 200 something upvotes and 200 something comments (majority of them just saying its pointless) lol. I checked Twitter, basically no discussion at all, and the few threads that they are from some think tankers there is much gloomy feeling and a sense of helplessness. I then checked US media, not very publicised, kinda low-key while trying to keep some of the facade of victory being just around the corner even though they always reluctantly mention that China is beating the sanctions
Gone is the optimism, gone is the feeling of victory. Its all gone. This to me shows how the US establishment feels towards the semiconductor war and the now new sanctions they initiated against China.
So to conclude, its as he says it here: