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fetchingnas's Introduction

FetchingNAS

Use RL(ActorCritic) and Fetching method for Searching Neural Network Operations

FetchingNAS is different from other NAS models since it’s not trying to create a graph. FetchingNAS is focusing on the operations and passing more right of control to the Agent. Therefore, the agent has the right to select the weights and the operation it wants.

Training on MNIST (for 70 epochs < Roughtly 6 hours on one GPU >):

The results show they use the same weight repetitively

Best Dag

Training on Cifar10( 20 mins training ):

fetchingnas's People

Contributors

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