Speculative Symbolic Graph Execution of Imperative Deep Learning Programs

Eunji Jeong
Eunji Jeong
Sungwoo Cho
Sungwoo Cho
Gyeong-In Yu
Gyeong-In Yu
Joo Seong Jeong
Joo Seong Jeong
Dong-Jin Shin
Dong-Jin Shin
Taebum Kim
Taebum Kim

pp. 26-33, 2019.

Cited by: 4|Views44
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Abstract:

The rapid evolution of deep neural networks is demanding deep learning (DL) frameworks not only to satisfy the requirement of quickly executing large computations, but also to support straightforward programming models for quickly implementing and experimenting with complex network structures. However, existing frameworks fail to excel in...More

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