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0111 · May 200419922001200920172026
4 results for auto-parallel

TensorOpt finds optimal parallelization strategies for DNN training.

problem Finding efficient parallelization strategies for DNN training.
method TensorOpt uses an algorithm (FT) to search for an optimal set of parallelization strategies considering multiple objectives.
result TensorOpt provides accurate runtime cost estimation and adapts to resource availability.

We call a manifold with torsion and nonmetricity the metric-affine manifold. The nonmetricity leads to a difference between the auto parallel line and the extreme line, and to a change in the expression of the Frenet transport and moving basis. The torsion leads to a change in the Killing equation. We also need to add …

2004-05-06abs ↗pdf ↗