masahi commented on a change in pull request #10622: URL: https://github.com/apache/tvm/pull/10622#discussion_r827558781
########## File path: python/tvm/meta_schedule/testing/tlcbench.py ########## @@ -0,0 +1,90 @@ +# 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. +# pylint: disable=invalid-name,import-outside-toplevel +# type: ignore +"""Model loader for TLCBench.""" +import os +import logging +import tvm +from tvm import relay +from tvm.error import TVMError +from tvm.contrib.download import download_testdata + + +log = logging.getLogger("tlcbench") + + +def convert_to_qnn(onnx_path, json_path, params_path, batch_size, seq_len): + """Run the ONNX frontend and the FQ2I pass. The output is serialized to disk.""" + import onnx + + onnx_model = onnx.load(onnx_path) + + shape_dict = { Review comment: I mean, the names of inputs you pass to the PT frontend and the ones you use in `runtime.set_input(input_name, ...)` must match, off course. But for the PT the actual value of `input_name` can be whatever, while for onnx we need to use exactly the same name recorded in the input onnx model. -- 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]
