At this year’s SIGGRAPH in Vancouver, The Khronos Group has launched its new interoperability standard for neural networks. The Neural Network Exchange Format (NNEF) is an open, implementation-independent way to describe neural networks designed to cut through the current tangle of framework-specific formats. The new standard was released in provisional form in December of 2017 and, after a period of … Read more
Nvidia just won’t quit and has built a double-decker server rack-mount console of Volta AIBs that can be used for AI training among things. The hardcore specifications are: AIBs: 16x Tesla V100s, providing 10,240 Tensor cores, plus 81,920 CUDA cores with 500GB of GPU memory Performance: 2 petaFLOPS AI | 250 teraFLOPS, FP32 | 125 teraFLOPS FP64 NVSwitch Communication Channel powered … Read more
Hardware is important again
More of a computing device than a graphics processor now? Khronos has just released version 1.1 of its high-performance GPU API, Vulkan. The heir apparent to OpenGL, and OpenGL ES, this thin and light API exposes the many features and benefits of a modern GPU like no other API and takes it into the GPU compute domain with a new … Read more
