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[Feature] Enhance client_cfg and add new dataset #413

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merged 11 commits into from
Nov 8, 2022

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rayrayraykk
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  1. Add new hetero dataset mini-graph-dc; how to use::
    python federatedscope/main.py --cfg federatedscope/gfl/baseline/mini_graph_dc/fedavg.yaml --client_cfg 
    federatedscope/gfl/baseline/mini_graph_dc/fedavg_per_client.yaml
  2. Enable client_cfg in command line; how to use:
    python federatedscope/main.py --cfg federatedscope/gfl/baseline/mini_graph_dc/fedavg.yaml --client_cfg 
    federatedscope/gfl/baseline/mini_graph_dc/fedavg_per_client.yaml client_1.train.optimizer.lr 0.01
  3. Enable client_cfg in HPO

@rayrayraykk rayrayraykk added the enhancement New feature or request label Oct 27, 2022
@rayrayraykk rayrayraykk requested a review from joneswong October 27, 2022 05:13
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@joneswong joneswong left a comment

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Looks good. It seems that client-specific configurations are fixed. TODO: the cartesian product of the client-wise search spaces to be explored by HPOptimizer.

@joneswong joneswong merged commit daecd52 into alibaba:master Nov 8, 2022
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2 participants