importance_sampler

Module Contents

MultiArmedBanditSampler	Refer to [Stochastic Optimization with Bandit Sampling](https://arxiv.org/abs/1708.02544).
OptimalSampler	Refer to [Optimal Client Sampling for Federated Learning](arxiv.org/abs/2010.13723).

class MultiArmedBanditSampler(n, T, L)

Bases: fedlab.contrib.client_sampler.base_sampler.FedSampler

Refer to [Stochastic Optimization with Bandit Sampling](https://arxiv.org/abs/1708.02544).

sample(batch_size)

update(loss)

class OptimalSampler(n, k)

Bases: fedlab.contrib.client_sampler.base_sampler.FedSampler

Refer to [Optimal Client Sampling for Federated Learning](arxiv.org/abs/2010.13723).

sample(size=None)

update(loss)

optim_solver(norms)