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Update configuration object examples for new definition
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Original file line number | Diff line number | Diff line change |
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@@ -1,58 +1,75 @@ | ||
[ | ||
{ | ||
"type": "distributed", | ||
"jobClassParameters": { | ||
"networkConfiguration": { | ||
"network": "FashionMNISTCNN", | ||
"lossFunction": "CrossEntropyLoss", | ||
"dataset": "mnist" | ||
}, | ||
"systemParameters": { | ||
"dataParallelism": 2, | ||
"configurations": { | ||
"default": { | ||
"cores": "1000m", | ||
"memory": "1Gi" | ||
} | ||
} | ||
}, | ||
"hyperParameters": { | ||
"default": { | ||
"batchSize": 128, | ||
"testBatchSize": 128, | ||
"learningRateDecay": 0.0002, | ||
"optimizerConfig": { | ||
"type": "Adam", | ||
"learningRate": 0.001, | ||
"betas": [ | ||
0.9, | ||
0.999 | ||
] | ||
{ | ||
"experimentConfiguration": { | ||
"randomSeed": [ | ||
1, | ||
41, | ||
42, | ||
43, | ||
430 | ||
] | ||
}, | ||
"trainTasks": [ | ||
{ | ||
"type": "distributed", | ||
"lambda": 0.004, | ||
"preemptJobs": false, | ||
"jobClassParameters": [ | ||
{ | ||
"classProbability": 0.1, | ||
"priorities": [ | ||
{ | ||
"priority": 1, | ||
"probability": 0.9 | ||
}, | ||
{ | ||
"priority": 0, | ||
"probability": 0.1 | ||
} | ||
], | ||
"networkConfiguration": { | ||
"network": "FashionMNISTCNN", | ||
"lossFunction": "CrossEntropyLoss", | ||
"dataset": "mnist" | ||
}, | ||
"systemParameters": { | ||
"dataParallelism": 2, | ||
"configurations": { | ||
"default": { | ||
"cores": "1000m", | ||
"memory": "1Gi" | ||
} | ||
} | ||
}, | ||
"hyperParameters": { | ||
"default": { | ||
"totalEpochs": 100, | ||
"batchSize": 128, | ||
"testBatchSize": 128, | ||
"learningRateDecay": 0.0002, | ||
"optimizerConfig": { | ||
"type": "Adam", | ||
"learningRate": 0.001, | ||
"betas": [ | ||
0.9, | ||
0.999 | ||
] | ||
}, | ||
"schedulerConfig": { | ||
"schedulerStepSize": 50, | ||
"schedulerGamma": 0.5, | ||
"minimumLearningRate": 1e-10 | ||
} | ||
}, | ||
"configurations": { | ||
"Master": null, | ||
"Worker": null | ||
} | ||
}, | ||
"schedulerConfig": { | ||
"schedulerStepSize": 50, | ||
"schedulerGamma": 0.5, | ||
"minimumLearningRate": 1e-10 | ||
"learningParameters": { | ||
"cuda": false | ||
} | ||
}, | ||
"configurations": { | ||
"Master": null, | ||
"Worker": null | ||
} | ||
}, | ||
"learningParameters": { | ||
"totalEpochs": 100, | ||
"cuda": false | ||
}, | ||
"experimentConfiguration": { | ||
"randomSeed": [ | ||
1, | ||
41, | ||
42, | ||
43, | ||
430 | ||
] | ||
} | ||
] | ||
} | ||
} | ||
] | ||
] | ||
} |
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2 changes: 0 additions & 2 deletions
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fltk/datasets/distributed/dataset.py → fltk/datasets/federated/dataset.py
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