Dynamically reshape and adjust pool #88
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This was referenced Dec 3, 2015
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Another attempt to deal with allocation issues.
Caffe allocates layer by layer. The problem is we can't make sure we can actually allocate the workspace we figure out. So each run, see if the workspace we are going to request is larger than the actual memory and call reshape to cleanup our allocations.
fix usage of cub to make sure we get caching of large buffers, up to 4GB.