![]() But given the unique needs of the ML market, I wouldn’t be surprised to find that INT8/INT4 performance is held back a bit on the Radeon VII. Unfortunately, more details aren’t available at this time. Speaking of AI, it should be noted that machine learning performance is another area where AMD is throttling the card. AMD Server Accelerator Specification Comparison But there’s none the less going to be some very happy data scientists out there, especially among academics. It’s admittedly a bit of a niche market, especially when so much of the broader industry focus is on AI and neural network performance. The next closest competitor to the Radeon VII in this regard is NVIDIA’s Titan V, at more than 4x the price. All of NVIDIA’s GeForce cards and all of AMD’s other Radeon cards straight-up lack the necessary hardware for fast FP64. There simply aren’t any other current-generation cards priced below $2000 that even attempt to address the matter. The end result is that while the Radeon VII won’t be as fast as the MI60/MI50 when it comes to FP64 compute, AMD is going to offer the next best thing, just one step down from those cards.Īt 3.5 TLFLOPS of theoretical FP64 performance, the Radeon VII is in a league of its own for the price. In addition, we have updated other numbers to reflect the achievable peak frequency in calculating Radeon VII performance as noted in the. If you looked at FP64 performance in your testing, you may have seen this performance increase as the VBIOS and press drivers we shared with reviewers were pre-release test drivers that had these values already set. However based on customer interest and feedback we wanted to let you know that we have decided to increase double precision compute performance to 3.52 3.46 TFLOPS (DP=1/4SP). We previously communicated that Radeon VII provides 0.88 TFLOPS (DP=1/16 SP). Given the broader market Radeon VII is targeting, we were considering different levels of FP64 performance. The Radeon VII graphics card was created for gamers and creators, enthusiasts and early adopters. Looking to clear things up, AMD put out a statement: Now, with the actual launch of the card upon us, AMD has made their decision: they’ve split it down the middle and are doing a 1/4 rate. ![]() At the time of its announcement, we were told that the Radeon VII would have unrestricted (1/2) FP64 performance, only to later be told that it would be 1/8. This is one of the premium features of Vega 20, and since Radeon VII was first announced back at CES, the company has been struggling a bit to decide how much of that performance to actually make available to the Radeon VII. As we noted in our look at the Vega 20 GPU, Vega 20’s FP64 performance is very fast: it’s one-half the FP32 rate, or 6.9 TFLOPS. On the other hand, it’s in their interest to expose some of these features in order to make the Radeon VII a valuable card in its own right (one that can justify a $699 price tag), and to give developers a taste of what AMD’s server hardware can do.Ĭase in point is the matter of FP64 performance. AMD needs to lock away enough of the server functionality of the Vega 20 GPU that they aren’t selling the equivalent of a Radeon Instinct MI50 for a fraction of the price. ![]() It may sound like a trivial matter – clearly AMD should just leave everything enabled – but as the company is trying to push into the higher margin server business, prosumer products like the Radeon VII are in fact a tricky proposition. ![]() So, while those products were largely differentiated by the software features added to their underlying consumer-grade GPUs, Radeon VII brings some new features that aren’t strictly necessary for consumers. While AMD has continued to offer workstation and server hardware via the Radeon Pro and Radeon Instinct series, the Vega 20 GPU is AMD’s first real server-grade GPU in far too long. One of the interesting and amusing consequences of the Radeon VII launch is that for the first time in quite a while, AMD has needed to seriously think about how they’re going to differentiate their consumer products from their workstation/server products. FP64 Performance and Separating Radeon VII from Radeon Instinct MI50 ![]()
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