u99127 commented on a change in pull request #4258: [WIP][TVM] Bring Your Own Codegen to TVM URL: https://github.com/apache/incubator-tvm/pull/4258#discussion_r345448429
########## File path: tutorials/dev/custom_relay_backend.py ########## @@ -0,0 +1,291 @@ +# 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. +""" + +.. _tutorial-custom-relay-backend + +Bring Your Own Codegen To TVM +============================================ +**Author**: `Zhi Chen <https://github.com/zhiics>`_, `Cody Hao Yu <https:://github.com/comaniac>`_ + +As the hardware devices targeted by deep learning workloads keep increasing, the required knowledge +for users to achieve high performance on various devices keeps increasing as well. To free data +scientists from worrying about the performance when developing a new model, hardware vendors either +provide libraries such as MKLDNN or cuDNN with many commonly used deep learning operators, +or provide frameworks such as TensorRT to let users describle their models in a certain way to +achieve high performance. However, users have to learn a new programming interface when they +attempt to work on a new libaray or device. As a result, the demand of a unified programming Review comment: libaray? should it be library ? ---------------------------------------------------------------- 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] With regards, Apache Git Services
