MichaelJKlaiber commented on code in PR #12087:
URL: https://github.com/apache/tvm/pull/12087#discussion_r929975111


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python/tvm/relay/backend/contrib/uma/api/utils.py:
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@@ -0,0 +1,52 @@
+# 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.
+"""Utility methods for the Universal Modular Accelerator Interface (UMA)"""
+
+from enum import Enum, auto
+import uuid
+import tvm.tir
+from tvm.contrib import utils, clang
+
+
+class PassPhase(Enum):
+    """UMA pass phases."""
+
+    PRE_PARTITIONING = auto()
+    POST_PARTITIONING_0 = auto()

Review Comment:
   done: see code
   
   ```
       """
       UMA pass phases:
   
       PRE_PARTITIONING: prior to UMA partitioning
       POST_PARTITIONING_0: after UMA partitioning, before Defunctionalization
       POST_PARTITIONING_1: after UMA partitioning and after Defunctionalization
       TIR_PHASE_0: Generates the raw IR and loop levels.
       TIR_PHASE_1: Flattens the array storage.
       TIR_PHASE_2: Transforms loops, like unroll, vectorization and 
thread-binding.
       TIR_PHASE_3: Does some cleanup work.
   
       Reference to TIR phases: src/driver/driver_api.c
       """
   ```
   



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