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Hot Chips 2020 Program Announced

Today the Hot Chips program committee officially announced the August conference line-up, posted to hotchips.org. For this first-ever live-streamed Hot Chips Symposium, the program is better than ever!

In a session on deep learning training for data centers, we have a mix of talks from the internet giant Google showcasing their TPUv2 and TPUv3, and a talk from startup Cerebras on their 2nd gen wafer-scale AI solution, as well as ETH Zurich's 4096-core RISC-V based AI chip. And in deep learning inference, we have talks from several of China's biggest AI infrastructure companies: Baidu, Alibaba, and SenseTime. We also have some new startups that will showcase their interesting solutions—LightMatter talking about its optical computing solution, and TensTorrent giving a first-look at its new architecture for AI.
Hot Chips

The Only Thing You Get with Mining Ethereum Now is Room Heating

Cryptocurrency prices continue their downward slide making them no longer viable to mine on GPUs. The value of Ethereum has dropped to USD 256, down from its historic high of $1,250 this January. Bitcoin fell to below $6,000 Wednesday, way down from its late-2017 high of $19,000. A 79 percent devaluation isn't the worst of Ethereum's problems. The currency is facing stiff inflation from conversions to other cryptocurrencies or the Dollar. At its peak, ETH held 32 percent of all cryptocurrency market cap, beaten only by BTC at 39 percent. Now ETH only makes 14 percent.

Inno3D Launches New P104-100 Crypto-Mining Accelerator

INNO3D, a leading manufacturer of awesome high-end multimedia components and various innovations enriching your life, introduces its new P104-100 Crypto-Mining Accelerator. The new range will be available in TWIN X2 edition. The P104-100 has been designed with no less than 40% more mining power than its predecessor allowing the miner to enhance ETH, ZEC, etc. number crunching to levels, that have never been seen before. The freshly forged radical comes packed with 11 Gbps GDDR5X memory, and 4GB memory for optimizing cryptocurrency calculations. By deploying the INNO3D P104-100, miners now enjoy the ultimate power and utilize best-in-class hash rate today.

ETH Mining: Lower VRAM GPUs to be Rendered Unprofitable in Time

Hold on to your ETH hats: you will still be able to cash in on the ETH mining craze for a while. However, you should look towards your 3 GB and 4 GB graphics cards with a slight distrust, for reasons that you should know, anyway, since you have surely studied your mining cryptocurrency of choice. Examples are the GTX 1060 3 GB, or one of those shiny new 4 GB RX 480 / RX 580 which are going at ridiculously premium prices right now. And as a side note, don't you love the mechanisms of pricing and demand?

The problem here stems from ETH's own design for its current PoW (Proof of Work) implementation (which is what allows you to mine the currency at all.) In a bid to make ETH mining unwieldy for the specialized silicon that brought Bitcoin difficulty through the roof, ETH implements a large size data set for your GPU to work with as you mine, which is stored in your GPU's memory (through the DAG, which stands for Directed Acyclic Graph). This is one of the essential differences between Bitcoin mining and Ethereum mining, in that Ethereum mining was designed to be memory-intensive, so as to prevent usage of ASICs and other specialized hardware. As a side-note, this also helps (at least theoretically) in ETH's decentralization, which Bitcoin sees more at risk because of the inherent centralization that results from the higher hardware costs associated with its mining.
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