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Langdal
on April 24, 2017
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HPTT: A High-Performance Tensor Transposition C++ ...
Note that they only compared their solution with Eigen’s tensor transposition functionality. HPTT is not a drop-in replacement.
wohlergehen
on April 24, 2017
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Does anyone know how much time a typical TensorFlow model spends in transposition routines?
pmalynin
on April 24, 2017
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No hard numbers to present, but it would be beneficial in long-sequence LSTM networks, because TensorFlow has to do time-major <=> batch-major transposition between steps.
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