* frag Example using TestĬonst CuArray = CUDAnative.CuHostArray # real applications: use CuArrays.jlįunction kernel(a_dev, b_dev, c_dev, d_dev)Ī_frag = WMMA.load_a(pointer(a_dev), 16, WMMA.ColMajor, conf)ī_frag = WMMA.load_b(pointer(b_dev), 16, WMMA.ColMajor, conf)Ĭ_frag = WMMA.load_c(pointer(c_dev), 16, WMMA.ColMajor, conf)ĭ_frag = WMMA.mma(a_frag, b_frag, c_frag, conf)
For example, to double each element in a fragment, you can simply use: frag = 2.0f0. This can be more succinctly expressed using Julia's broadcast mechanism. Typically, you will only need to access the x member to perform elementwise operations. This is useful if one needs to calculate a sum of the form $\sum_. Note that the exact mapping between matrix elements and fragment is unspecified, and subject to change in future versions.įinally, it is important to note that the resultant $D$ matrix can be used as a $C$ matrix for a subsequent multiply-accumulate. In WMMA parlance, this part is referred to as a "fragment". Failure to do so will result in undefined behaviour.Įach thread in a warp will hold a part of the matrix in its registers. Note that WMMA is a warp-wide operation, which means that all threads in a warp must cooperate, and execute the WMMA operations in lockstep.
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