From 86f9038d9b58abe49ec72111e97a8c8933223f38 Mon Sep 17 00:00:00 2001
From: FusionBolt <59008347+FusionBolt@users.noreply.github.com>
Date: Mon, 21 Aug 2023 19:02:50 +0800
Subject: [PATCH 1/2] fix range of marker for matmul (#1057)

---
 src/Nncase.Passes/Rules/Neutral/AddRangeOfAndMarker.cs | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/Nncase.Passes/Rules/Neutral/AddRangeOfAndMarker.cs b/src/Nncase.Passes/Rules/Neutral/AddRangeOfAndMarker.cs
index a53c2d3166..656a452263 100644
--- a/src/Nncase.Passes/Rules/Neutral/AddRangeOfAndMarker.cs
+++ b/src/Nncase.Passes/Rules/Neutral/AddRangeOfAndMarker.cs
@@ -125,8 +125,13 @@ public static bool CheckOp(Op op)
             {
                 if (!pairs.ContainsKey(callParams[i]))
                 {
+                    // 动态shape的情况下会先统计range再分段，matmul转conv2d则是需要知道shape才能做
+                    // 动态shape情况下执行的顺序是range -> 分段 -> matmul转conv2d
+                    // 这里必须要对matmul的rhs进行判断，如果matmul是动态的那么不会走量化，如果是静态的那么一定会转到conv2d
+                    // 因此认为matmul的rhs为const的情况下一定能转成conv2d
                     bool isWeights = ((call.Target is Conv2D || call.Target is Conv2DTranspose) && (i == 1))
-                    || (call.Target is LSTM && i > 0);
+                    || (call.Target is LSTM && i > 0)
+                    || (call.Target is MatMul && i == 1 && callParams[1] is TensorConst);
 
                     if (!configExist && !useAutoMixQuant)
                     {

From 0499b7c9007d7b8ee11a77869225385033400fd5 Mon Sep 17 00:00:00 2001
From: FusionBolt <59008347+FusionBolt@users.noreply.github.com>
Date: Mon, 21 Aug 2023 23:53:24 +0800
Subject: [PATCH 2/2] fix tuple compare (#1050)

---
 src/Nncase.Tests.TestFixture/TransformBase/Compare.cs | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/Nncase.Tests.TestFixture/TransformBase/Compare.cs b/src/Nncase.Tests.TestFixture/TransformBase/Compare.cs
index 23e3b91795..e8f7213cb6 100644
--- a/src/Nncase.Tests.TestFixture/TransformBase/Compare.cs
+++ b/src/Nncase.Tests.TestFixture/TransformBase/Compare.cs
@@ -128,10 +128,7 @@ public static bool TensorValueCompare(TensorValue pre, TensorValue post, float t
 
     public static bool TupleValueCompare(TupleValue a, TupleValue b, float thresh = 0.99f)
     {
-        if (a.Count != b.Count)
-        {
-            return false;
-        }
+        Assert.Equal(a.Count, b.Count);
 
         foreach (var (t1, t2) in a.AsTensors().Zip(b.AsTensors()))
         {