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# to you under the Apache License, Version 2.0 (the
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#
#   http://www.apache.org/licenses/LICENSE-2.0
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e1 = "element1"
paramsList = list(e1=e1)
X = matrix(1, rows=2, cols=3)
Y = matrix(2, rows=2, cols=3)
X_val = matrix(3, rows=2, cols=3)
Y_val = matrix(4, rows=2, cols=3)

gradients = function (matrix[double] input) return (matrix[double] output) {
  output = input
}

aggregation = function (matrix[double] input) return (matrix[double] output) {
  output = input
}

e2 = "element2"
hps = list(e2=e2)

# Use paramserv function
paramsList2 = paramserv(model=paramsList, features=X, labels=Y, val_features=X_val, val_labels=Y_val, upd="gradients", agg="aggregation", mode="LOCAL", utype="BSP", freq="EPOCH", epochs=100, batchsize=64, k=7, scheme="DISJOINT_CONTIGUOUS", hyperparams=hps, checkpointing="NONE")

print(length(paramsList2))