# 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. import os import tvm import numpy as np import pytest from tvm import relay from tvm.relay.testing import resnet def test_basic(): mod, params = resnet.get_workload() target = 'llvm' ctx = tvm.cpu() if not relay.profiler_vm.enabled(): return exe = relay.vm.compile(mod, target, params=params) vm = relay.profiler_vm.VirtualMachineProfiler(exe) vm.init(ctx) data = np.random.rand(1, 3, 224, 224).astype('float32') res = vm.invoke("main", [data]) print("\n{}".format(vm.get_stat())) print("\n{}".format(vm.get_stat(False))) if __name__ == "__main__": test_basic()