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modify the reference code (simulated decentralized) for a given communication graph, on a standard/toy dataset.
incorporate a basic asynchronous model, i.e. allowing node and edge failures in SGD, or in other words a few variants time-varying graphs. this can also be used to simulate some realistic notions of fault tolerance
this will be used later to compare the p2p version to it, and to test different algorithm variants before implementing them in the real p2p framework
The text was updated successfully, but these errors were encountered:
martinjaggi
changed the title
simulation code of decentralized SGD as a reference implementation, asynchronous case
simulation code - step3, decentralized SGD as a reference implementation, asynchronous case
Jul 9, 2020
martinjaggi
added this to the
v3.0 first usable mobile p2p training milestone
Jul 9, 2020
martinjaggi
changed the title
simulation code - step3, decentralized SGD as a reference implementation, asynchronous case
simulation code - step3, decentralized SGD as a reference implementation, asynchronous / time-varying graphs
Aug 14, 2020
depends on #1 . related to #2 also.
modify the reference code (simulated decentralized) for a given communication graph, on a standard/toy dataset.
incorporate a basic asynchronous model, i.e. allowing node and edge failures in SGD, or in other words a few variants time-varying graphs. this can also be used to simulate some realistic notions of fault tolerance
this will be used later to compare the p2p version to it, and to test different algorithm variants before implementing them in the real p2p framework
The text was updated successfully, but these errors were encountered: