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This webinar will focus on introducing the Deep learning hardware and software resources available on SHARCNET now and in the future, and also giving the guidance to properly choose them. A single GPU job (Torch example) and a multi-gpu job (Theano example) will be demonstrated as examples of running jobs on the cluster. Common bottlenecks like I/O will be also be discussed in this webinar.