junrushao1994 commented on a change in pull request #7806: URL: https://github.com/apache/tvm/pull/7806#discussion_r608925612
########## File path: tests/python/unittest/test_tir_transform_lower_init_block.py ########## @@ -0,0 +1,53 @@ +# 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 tvm +from tvm import tir +from tvm.script import ty + + [email protected] +class WithInit: + def main(a: ty.handle, b: ty.handle) -> None: + A = tir.match_buffer(a, [64, 64, 64]) + B = tir.match_buffer(b, [64]) + + with tir.block([64, tir.reduce_axis(0, 64), tir.reduce_axis(32, 64)]) as [i, j, k]: + with tir.init(): + B[i] = tir.float32(0) + B[i] += A[i, j, k] + + [email protected] +class WithBranch: + def main(a: ty.handle, b: ty.handle) -> None: + A = tir.match_buffer(a, [64, 64, 64]) + B = tir.match_buffer(b, [64]) + + with tir.block([64, tir.reduce_axis(0, 64), tir.reduce_axis(32, 64)]) as [i, j, k]: + if (j == 0) and (k == 32): + B[i] = tir.float32(0) + B[i] += A[i, j, k] + + +def test_lower_reduction(): + origin_mod = WithInit() Review comment: Just a note here: per discussion with @Hzfengsy, we need to remove "()" here in future PRs, so that the script parser API is consistent across PrimFunc and IRModule -- 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. For queries about this service, please contact Infrastructure at: [email protected]
