[GitHub] [tvm] junrushao commented on a diff in pull request #12914: Add a script to tune and benchmark models from TorchBench

[GitBox <gi...@apache.org>]

junrushao commented on code in PR #12914:
URL: https://github.com/apache/tvm/pull/12914#discussion_r981435678


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python/tvm/meta_schedule/testing/torchbench/run.py:
##########
@@ -0,0 +1,504 @@
+# 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.
+"""
+This script is for benchmarking TVM performance on models from TorchBench.
+It uses the torchdynamo as the frontend to ingest models into TVM, and it also
+leverages the benchmark util from torchdynamo.
+
+torchdynamo (https://github.com/pytorch/torchdynamo) and TorchBench 
+(https://github.com/pytorch/benchmark) need to be in the parent directory of TVM. 
+We need a local clone of these repos because torchbench and the benchmark runner 
+in torchdynamo isn't designed to be used as a Python package.
+
+To setup the environment, run the following commands in the parent directory of TVM and with 
+the appropriate Python environment:
+```

Review Comment:
   ```suggestion
   the appropriate Python environment:
   
   ```bash
   ```



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