AI Hardware
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Last Friday, our AI Lab Researcher Darshan C G presented a wonderful overview of “GPU Architectures and General-Purpose GPU Computing“. Parallelism :- Performance Improvements are often based on parallelism techniques, which are found everywhere :- Pipelining, Instruction-Level Parallelism. Vector Processing. Array processors/MPP. Multiprocessor Systems. Multicomputers/cluster computing. Multicores. Graphics Processing Units (GPUs) […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Last Saturday (25th Apr ’20), our AI Lab Researcher Darshan G. presented a fabulous hands-on workshop on Tensor Fusion, Accelerated Linear Algebra (XLA) and many other techniques to speed up Deep Learning computations. The following discussion covers many of these techniques. TensorFlow Graph Concepts :- TensorFlow (v1.x) programs generate a DataFlow […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Minutes from Saturday 28th March 2020 AI Lab Meetup :- Last Saturday CellStrat AI Lab Researcher Darshan C G (Project Assistant, Dept. of Electronics Systems Engineering, IISc, Bengaluru) presented a superb session on Deep Learning Inference Accelerators. A Deep Neural Network (DNN) for image classification looks like this :- Inference Accelerators […]