1# 2# Copyright (C) 2018 The Android Open Source Project 3# 4# Licensed under the Apache License, Version 2.0 (the "License"); 5# you may not use this file except in compliance with the License. 6# You may obtain a copy of the License at 7# 8# http://www.apache.org/licenses/LICENSE-2.0 9# 10# Unless required by applicable law or agreed to in writing, software 11# distributed under the License is distributed on an "AS IS" BASIS, 12# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13# See the License for the specific language governing permissions and 14# limitations under the License. 15# 16 17model = Model() 18i1 = Input("input", "TENSOR_FLOAT32", "{1, 5, 2, 1}") 19block = Parameter("block_size", "TENSOR_INT32", "{2}", [3, 2]) 20paddings = Parameter("paddings", "TENSOR_INT32", "{2, 2}", [1, 0, 2, 0]) 21output = Output("output", "TENSOR_FLOAT32", "{6, 2, 2, 1}") 22 23model = model.Operation("SPACE_TO_BATCH_ND", i1, block, paddings).To(output) 24model = model.RelaxedExecution(True) 25 26# Example 1. Input in operand 0, 27input0 = {i1: # input 0 28 [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]} 29 30output0 = {output: # output 0 31 [0, 0, 0, 5, 0, 0, 0, 6, 0, 1, 0, 7, 32 0, 2, 0, 8, 0, 3, 0, 9, 0, 4, 0, 10]} 33 34# Instantiate an example 35Example((input0, output0)) 36