# 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. # pylint: skip-file import mxnet as mx import numpy as np from numpy.testing import assert_allclose if __name__ == '__main__': x = mx.nd.zeros((10,), ctx=mx.gpu(0)) x[:] = 1 y = mx.nd.zeros((10,), ctx=mx.gpu(0)) y[:] = 2 rtc = mx.rtc('abc', [('x', x)], [('y', y)], """ __shared__ float s_rec[10]; s_rec[threadIdx.x] = x[threadIdx.x]; y[threadIdx.x] = expf(s_rec[threadIdx.x]*5.0);""") rtc.push([x], [y], (1, 1, 1), (10,1,1)) assert_allclose(y.asnumpy(), np.exp(x.asnumpy()*5.0))