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

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

zxybazh commented on code in PR #11587:
URL: https://github.com/apache/tvm/pull/11587#discussion_r890799018


##########
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:
   Would be great if we have a consistent API, this is because our `tune_relay_auto_scheduler.py` uses `log-dir` instead of `work-dir`. Should be migrate all of them to `work-dir` instead?



-- 
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: commits-unsubscribe@tvm.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org