slyubomirsky commented on code in PR #16784: URL: https://github.com/apache/tvm/pull/16784#discussion_r1538501095
########## tests/python/relax/test_frontend_nn_exporter.py: ########## @@ -0,0 +1,632 @@ +# 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 pytest + +import tvm +import tvm.testing + +from tvm import relax, tir +from tvm.ir import assert_structural_equal +from tvm.relax.frontend import nn +from tvm.script import ir as I, relax as R, tir as T + + +def test_simple(): + """A module may be exported from nn.Module to Relax""" + + slm_mod = nn.modules.ReLU() + exported_mod, _ = slm_mod.export_tvm( + spec={"forward": {"x": nn.spec.Tensor((3, 3), "float32")}}, + debug=False, + ) + + @I.ir_module + class Expected: + @R.function + def forward(x: R.Tensor([3, 3], dtype="float32")): + R.func_attr({"num_input": 1}) + with R.dataflow(): + relu = R.nn.relu(x) + relu = relu + R.output(relu) + return relu + + assert_structural_equal(exported_mod, Expected) + + +def test_custom_module(): + """A module may be exported from nn.Module to Relax""" Review Comment: Perhaps the comment should differ in soem way from that in the above test. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@tvm.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org
