Update model analysis documentation

tenstorrent · Jan 7, 2025 · f31fec1 · f31fec1
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diff --git a/model_analysis_docs/Models/albert/pt_albert_base_v1_masked_lm.md b/model_analysis_docs/Models/albert/pt_albert_base_v1_masked_lm.md
@@ -30,7 +30,7 @@
     </tr>
     <tr>
       <td>Add</td>
-      <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(128,), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 768), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(768,), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -40,7 +40,7 @@
     </tr>
     <tr>
       <td>Add</td>
-      <td>Operand(type=Activation, shape=(1, 128, 30000), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(30000,), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 12, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(1, 1, 1, 128), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -50,7 +50,7 @@
     </tr>
     <tr>
       <td>Add</td>
-      <td>Operand(type=Activation, shape=(1, 128, 768), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(768,), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 768), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(1, 128, 768), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -60,7 +60,7 @@
     </tr>
     <tr>
       <td>Add</td>
-      <td>Operand(type=Activation, shape=(1, 12, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(1, 1, 1, 128), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 3072), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(3072,), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -70,7 +70,7 @@
     </tr>
     <tr>
       <td>Add</td>
-      <td>Operand(type=Activation, shape=(1, 128, 768), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(1, 128, 768), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(128,), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -80,7 +80,7 @@
     </tr>
     <tr>
       <td>Add</td>
-      <td>Operand(type=Activation, shape=(1, 128, 3072), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(3072,), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 30000), dtype=float32)<br><div align='center'>X</div>Operand(type=Parameter, shape=(30000,), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -170,7 +170,7 @@
     </tr>
     <tr>
       <td>Gelu</td>
-      <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 3072), dtype=float32)</td>
       <td>approximate : "none"</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -180,7 +180,7 @@
     </tr>
     <tr>
       <td>Gelu</td>
-      <td>Operand(type=Activation, shape=(1, 128, 3072), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)</td>
       <td>approximate : "none"</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -258,16 +258,6 @@
       <td></td>
       <td></td>
     </tr>
-    <tr>
-      <td>Matmul</td>
-      <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(128, 30000), dtype=float32)</td>
-      <td></td>
-      <td>&#x2705;</td>
-      <td>&#x2705;</td>
-      <td>&#x2705;</td>
-      <td></td>
-      <td></td>
-    </tr>
     <tr>
       <td>Matmul</td>
       <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(128, 768), dtype=float32)</td>
@@ -284,9 +274,9 @@
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
-      <td>&#x274C;</td>
+      <td>&#x2705;</td>
+      <td></td>
       <td></td>
-      <td>[TT_METAL][TT-Metal vs Forge Output Data mismatch] ValueError Data mismatch -> AutomaticValueChecker (compare_with_golden): framework_model , compiled_model</td>
     </tr>
     <tr>
       <td>Matmul</td>
@@ -314,9 +304,9 @@
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
-      <td>&#x2705;</td>
-      <td></td>
+      <td>&#x274C;</td>
       <td></td>
+      <td>[TT_METAL][TT-Metal vs Forge Output Data mismatch] ValueError Data mismatch -> AutomaticValueChecker (compare_with_golden): framework_model , compiled_model</td>
     </tr>
     <tr>
       <td>Matmul</td>
@@ -349,8 +339,8 @@
       <td></td>
     </tr>
     <tr>
-      <td>Multiply</td>
-      <td>Operand(type=Activation, shape=(1, 1, 1, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Constant, name=const_20, dtype=float32)</td>
+      <td>Matmul</td>
+      <td>Operand(type=Activation, shape=(1, 128, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Activation, shape=(128, 30000), dtype=float32)</td>
       <td></td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -368,6 +358,16 @@
       <td></td>
       <td></td>
     </tr>
+    <tr>
+      <td>Multiply</td>
+      <td>Operand(type=Activation, shape=(1, 1, 1, 128), dtype=float32)<br><div align='center'>X</div>Operand(type=Constant, name=const_20, dtype=float32)</td>
+      <td></td>
+      <td>&#x2705;</td>
+      <td>&#x2705;</td>
+      <td>&#x2705;</td>
+      <td></td>
+      <td></td>
+    </tr>
     <tr>
       <td>RepeatInterleave</td>
       <td>Operand(type=Activation, shape=(1, 128), dtype=int64)</td>
@@ -500,7 +500,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Parameter, shape=(768, 768), dtype=float32)</td>
+      <td>Operand(type=Parameter, shape=(768, 128), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -510,7 +510,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Parameter, shape=(3072, 768), dtype=float32)</td>
+      <td>Operand(type=Parameter, shape=(768, 768), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -520,8 +520,8 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Parameter, shape=(768, 3072), dtype=float32)</td>
-      <td>dim0 : -2<br>dim1 : -1</td>
+      <td>Operand(type=Activation, shape=(1, 128, 12, 64), dtype=float32)</td>
+      <td>dim0 : -3<br>dim1 : -2</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -530,7 +530,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Parameter, shape=(30000, 128), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(12, 128, 64), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -540,7 +540,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Parameter, shape=(768, 128), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 12, 128, 64), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -550,7 +550,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Activation, shape=(1, 128, 12, 64), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(1, 12, 128, 64), dtype=float32)</td>
       <td>dim0 : -3<br>dim1 : -2</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -560,7 +560,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Activation, shape=(12, 128, 64), dtype=float32)</td>
+      <td>Operand(type=Activation, shape=(12, 64, 128), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -570,7 +570,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Activation, shape=(1, 12, 128, 64), dtype=float32)</td>
+      <td>Operand(type=Parameter, shape=(3072, 768), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -580,8 +580,8 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Activation, shape=(1, 12, 128, 64), dtype=float32)</td>
-      <td>dim0 : -3<br>dim1 : -2</td>
+      <td>Operand(type=Parameter, shape=(768, 3072), dtype=float32)</td>
+      <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -590,7 +590,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Activation, shape=(12, 64, 128), dtype=float32)</td>
+      <td>Operand(type=Parameter, shape=(128, 768), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>
@@ -600,7 +600,7 @@
     </tr>
     <tr>
       <td>Transpose</td>
-      <td>Operand(type=Parameter, shape=(128, 768), dtype=float32)</td>
+      <td>Operand(type=Parameter, shape=(30000, 128), dtype=float32)</td>
       <td>dim0 : -2<br>dim1 : -1</td>
       <td>&#x2705;</td>
       <td>&#x2705;</td>