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This is the master edition of #1731. See #1854 for the initial cuDNN R2 compatible branch by @slayton58.
Although cuDNN R2 is still experimental it is in the release candidate stage of development, so this PR will ready Caffe for R2. This should not be made the default until R2 is done or we add version switching for compatibility.
Note that R2 brings OS X support.
Compatibility
Next Up
keep R1 compatibilitysince the library isn't itself backward-compatible we're not going to take this on ourselves.#if CUDNN_VERSION < 20
Reshape()
instead ofForward()