[GitHub] [tvm] alanmacd commented on a diff in pull request #13242: [microTVM] Modernize Arm Cortex-M convolution schedules

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

alanmacd commented on code in PR #13242:
URL: https://github.com/apache/tvm/pull/13242#discussion_r1030936105


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tests/python/relay/strategy/arm_cpu/test_quantized_convolution.py:
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@@ -0,0 +1,358 @@
+# 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.
+"""microTVM cares a lot about the convolution + bias + requantize + fused ReLU use case. There have
+been some accuracy issues in the past, so this test steps through a model (MobileNetV1) layer by
+layer and ensures there is 1-1 correspondance at each step. This test would run way faster if we ran

Review Comment:
   This is very cool, great idea!



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