areusch commented on a change in pull request #8270: URL: https://github.com/apache/tvm/pull/8270#discussion_r670767280
########## File path: docs/dev/model_library_format.rst ########## @@ -0,0 +1,167 @@ +.. 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. + +Model Library Format +==================== + +About Model Library Format +-------------------------- + +TVM traditionally exports generated libraries as Dynamic Shared Objects (e.g. DLLs (Windows) or .so +(linux)). Inferences can be performed using those libraries by loading them into an executable using +``libtvm_runtime.so``. This process is very dependent on services provided by traditional OS. + +For deployment to unconventional platforms (e.g. those lacking traditional OS), the microTVM project +can be used to export a generated library in pieces. In this case, microTVM provides another output +format, Model Library Format. Model Library Format is a tarball containing a file for each part of +the TVM compiler output. + +What can be Exported +-------------------- + +At the time of writing, export is limited to full models built with ``tvm.relay.build``. + +Directory Layout +---------------- + +Model Library Format is traditionally contained within a tarball. All paths are relative to the root Review comment: good point :) -- 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: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
