[GitHub] [tvm] junrushao1994 commented on a diff in pull request #11587: [MetaSchedule] Add Testing Script with ONNX Support

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

junrushao1994 commented on code in PR #11587:
URL: https://github.com/apache/tvm/pull/11587#discussion_r889896250


##########
python/tvm/meta_schedule/testing/tune_onnx_auto_scheduler.py:
##########
@@ -0,0 +1,238 @@
+# 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=missing-docstring
+import argparse
+import json
+import os
+
+import numpy as np  # type: ignore
+import tvm
+from tvm.relay.frontend import from_onnx
+from tvm import auto_scheduler
+from tvm import meta_schedule as ms
+from tvm import relay
+from tvm.meta_schedule.testing.custom_builder_runner import run_module_via_rpc
+import onnx  # type: ignore
+
+
+def _parse_args():
+    args = argparse.ArgumentParser()
+    args.add_argument(
+        "--model-name",
+        type=str,
+        required=True,
+    )
+    args.add_argument(
+        "--onnx-path",
+        type=str,
+        required=True,
+    )
+    args.add_argument(
+        "--input-shape",
+        type=str,
+        required=True,
+        # example: `[{"name": "input1", "dtype": "int64", "shape": [1, 1, 8]}]`
+    )
+    args.add_argument(
+        "--target",
+        type=str,
+        required=True,
+    )
+    args.add_argument(
+        "--num-trials",
+        type=int,
+        required=True,
+    )
+    args.add_argument(
+        "--rpc-host",
+        type=str,
+        required=True,
+    )
+    args.add_argument(
+        "--rpc-port",
+        type=int,
+        required=True,
+    )
+    args.add_argument(
+        "--rpc-key",
+        type=str,
+        required=True,
+    )
+    args.add_argument(
+        "--rpc-workers",
+        type=int,
+        required=True,
+    )
+    args.add_argument(
+        "--log-dir",

Review Comment:
   Shall we switch to `--work-dir` instead to be consistent with our `tune_relay` API?



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