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104 lines (102 loc) · 2.34 KB
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{
"name": "basic_tests",
"defaults": {
"epochs": 50,
"roundDuration": 2,
"validationSplit": 0.2,
"save": true,
"host": "http://localhost:8080"
},
"experiments": [
{
"testID": "mnist_dec_mean_cnn3_p3_d600_e50_r2",
"task": "mnist",
"numberOfUsers": 3,
"batchSize": 32,
"aggregator": "mean"
},
{
"testID": "mnist_dec_byz_cnn3_p3_d600_e50_r2",
"task": "mnist",
"numberOfUsers": 3,
"batchSize": 32,
"aggregator": "byzantine",
"clippingRadius": 1,
"maxIterations": 1,
"beta": 0.9
},
{
"testID": "mnist_dec_sec_cnn3_p3_d600_e50_r2",
"task": "mnist",
"numberOfUsers": 3,
"batchSize": 32,
"aggregator": "secure",
"maxShareValue": 100
},
{
"testID": "titanic_fed_mean_mlp4_p3_d297_e50_r2",
"task": "titanic",
"numberOfUsers": 3,
"batchSize": 32,
"aggregator": "mean"
},
{
"testID": "titanic_fed_byz_mlp4_p3_d297_e50_r2",
"task": "titanic",
"numberOfUsers": 3,
"batchSize": 32,
"aggregator": "byzantine",
"clippingRadius": 1,
"maxIterations": 1,
"beta": 0.9
},
{
"testID": "lus_covid_fed_mean_cnn2_p3_d32_e30_r2",
"task": "lus_covid",
"numberOfUsers": 3,
"batchSize": 5,
"aggregator": "mean"
},
{
"testID": "lus_covid_fed_byz_cnn2_p3_d32_e30_r2",
"task": "lus_covid",
"numberOfUsers": 3,
"batchSize": 5,
"aggregator": "byzantine",
"clippingRadius": 1,
"maxIterations": 1,
"beta": 0.9
},
{
"testID": "cifar10_dec_mean_cnn4_p3_d600_e500_r5",
"task": "cifar10",
"numberOfUsers": 3,
"batchSize": 32,
"aggregator": "mean",
"epochs": 200,
"roundDuration": 5
},
{
"testID": "cifar10_dec_byz_cnn4_p3_d600_e500_r5",
"task": "cifar10",
"numberOfUsers": 3,
"batchSize": 32,
"epochs": 200,
"roundDuration": 5,
"aggregator": "byzantine",
"clippingRadius": 1,
"maxIterations": 1,
"beta": 0.9
},
{
"testID": "cifar10_dec_sec_cnn4_p3_d600_e500_r5",
"task": "cifar10",
"numberOfUsers": 3,
"batchSize": 32,
"epochs": 200,
"roundDuration": 5,
"aggregator": "secure",
"maxShareValue": 100
}
]
}