The Impact of Synchronization in Parallel Stochastic Gradient Descent

Author:

Bäckström Karl,Papatriantafilou Marina,Tsigas Philippas

Publisher

Springer International Publishing

Reference37 articles.

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3. Alistarh, D., De Sa, C., Konstantinov, N.: The convergence of stochastic gradient descent in asynchronous shared memory. In: ACM Symposium on Principles of Distributed Computing, PODC 2018, pp. 169–178. ACM, New York (2018). https://doi.org/10.1145/3212734.3212763

4. Alistarh, D., Grubic, D., Li, J., Tomioka, R., Vojnovic, M.: QSGD: communication-efficient SGD via gradient quantization and encoding. In: Advances in Neural Information Processing Systems, pp. 1709–1720 (2017)

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