Scalablility
Scalablility
SINGA parallelizes the training and optimizes the communication cost to improve training scalability.
Efficiency
Efficiency
SINGA builds a computational graph to optimizes the training speed and memory footprint.
Usability
Usability
SINGA has a simple software stack and Python interface to improve usability.
Users of Apache SINGA
Apache SINGA powers the following organizations and companies...