MLPerf To Provide Much Needed Clarity In The Field Of Machine Learning [Forbes]
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Source: Forbes
MLPerf To Provide Much Needed Clarity In The Field Of Machine Learning Neural networks need to go through a compute-intensive training phase before they are capable of intelligently inferring new data. Neural networks are typically fed a massive training dataset, which is passed through multiple layers to ascertain something specific about said data – a shape, a color, a waveform -- whatever The machine learning field is currently advancing at a rapid pace. The associated hardware The MLPerf consortium, which currently consist of over 40 prominent companies and university researchers, introduced the MLPerf training benchmark in May of last year in an effort to clearly quantify machine learning training performance using an array of workloads. In December it released the first wave of results, which included data from Google, Intel, and NVIDIA. Today, the MLPerf consortium aims to do something similar for machine learning inference, with the release of the MLPerf Inference v0.5 benchma
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