| #------------------------------------------------------------- |
| # |
| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you under the Apache License, Version 2.0 (the |
| # "License"); you may not use this file except in compliance |
| # with the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, |
| # software distributed under the License is distributed on an |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| # KIND, either express or implied. See the License for the |
| # specific language governing permissions and limitations |
| # under the License. |
| # |
| #------------------------------------------------------------- |
| |
| e1 = "element1" |
| model = list(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" |
| params = list(e2) |
| |
| # Use paramserv function |
| model2 = paramserv(model, labels=Y, val_features=X_val, val_label=Y_val, upd="gradients", agg="aggregation", mode="LOCAL", utype="BSP", freq="EPOCH", epochs=100, batchsize=64, k=7, scheme="disjoint_contiguous", hyperparams=params, checkpointing="NONE") |
