update graphs

tests/torch/data/reference_graphs/fx/extracted/ConvolutionWithNotTensorBiasModelconv2d_conv2d_output_conv2d.dot

@@ -0,0 +1,11 @@
+strict digraph  {
+"0 _conv_w" [id=0, type=get_attr];
+"1 add" [id=1, type=add];
+"2 conv2d_input" [id=2, type=input];
+"3 conv2d" [id=3, type=conv2d];
+"4 output" [id=4, type=output];
+"0 _conv_w" -> "1 add"  [label="(1, 1, 1, 1)", style=solid];
+"1 add" -> "3 conv2d"  [label="(1, 1, 1, 1)", style=solid];
+"2 conv2d_input" -> "3 conv2d"  [label=None, style=solid];
+"3 conv2d" -> "4 output"  [label="(1, 1, 3, 3)", style=solid];
+}

tests/torch/data/reference_graphs/fx/extracted/ConvolutionWithNotTensorBiasModelconv2d_output.dot

@@ -0,0 +1,11 @@
+strict digraph  {
+"0 _conv_w" [id=0, type=get_attr];
+"1 add" [id=1, type=add];
+"2 conv2d_input" [id=2, type=input];
+"3 conv2d" [id=3, type=conv2d];
+"4 output" [id=4, type=output];
+"0 _conv_w" -> "1 add"  [label="(1, 1, 1, 1)", style=solid];
+"1 add" -> "3 conv2d"  [label="(1, 1, 1, 1)", style=solid];
+"2 conv2d_input" -> "3 conv2d"  [label=None, style=solid];
+"3 conv2d" -> "4 output"  [label="(1, 1, 3, 3)", style=solid];
+}

tests/torch/data/reference_graphs/fx/extracted/ConvolutionWithSeveralOutputsconv2d_conv2d_output_conv2d.dot

@@ -0,0 +1,14 @@
+strict digraph  {
+"0 conv_weight" [id=0, type=get_attr];
+"1 conv_bias" [id=1, type=get_attr];
+"2 conv2d_input" [id=2, type=input];
+"3 conv2d" [id=3, type=conv2d];
+"4 add" [id=4, type=add];
+"5 output" [id=5, type=output];
+"0 conv_weight" -> "3 conv2d"  [label="(1, 1, 1, 1)", style=solid];
+"1 conv_bias" -> "3 conv2d"  [label="(1,)", style=solid];
+"2 conv2d_input" -> "3 conv2d"  [label=None, style=solid];
+"3 conv2d" -> "4 add"  [label="(1, 1, 3, 3)", style=solid];
+"3 conv2d" -> "5 output"  [label="(1, 1, 3, 3)", style=solid];
+"4 add" -> "5 output"  [label="(1, 1, 3, 3)", style=solid];
+}

tests/torch/data/reference_graphs/fx/extracted/ConvolutionWithSeveralOutputsconv2d_output.dot

@@ -0,0 +1,14 @@
+strict digraph  {
+"0 conv_weight" [id=0, type=get_attr];
+"1 conv_bias" [id=1, type=get_attr];
+"2 conv2d_input" [id=2, type=input];
+"3 conv2d" [id=3, type=conv2d];
+"4 add" [id=4, type=add];
+"5 output" [id=5, type=output];
+"0 conv_weight" -> "3 conv2d"  [label="(1, 1, 1, 1)", style=solid];
+"1 conv_bias" -> "3 conv2d"  [label="(1,)", style=solid];
+"2 conv2d_input" -> "3 conv2d"  [label=None, style=solid];
+"3 conv2d" -> "4 add"  [label="(1, 1, 3, 3)", style=solid];
+"3 conv2d" -> "5 output"  [label="(1, 1, 3, 3)", style=solid];
+"4 add" -> "5 output"  [label="(1, 1, 3, 3)", style=solid];
+}

tests/torch/data/reference_graphs/fx/transformed/cat_constant_update.dot

@@ -15,7 +15,7 @@ strict digraph  {
 "13 cat" [id=13, type=cat];
 "14 conv2d_2" [id=14, type=conv2d];
 "15 add" [id=15, type=add];
-"16 output_1" [id=16, type=output];
+"16 output" [id=16, type=output];
 "0 conv_a_weight" -> "8 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "1 conv_a_bias" -> "8 conv2d"  [label="(3,)", style=solid];
 "2 conv_b_weight" -> "9 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
@@ -34,5 +34,5 @@ strict digraph  {
 "12 const_updated_constant0" -> "13 cat"  [label="(1,)", style=solid];
 "13 cat" -> "14 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "14 conv2d_2" -> "15 add"  [label="(1, 3, 3, 3)", style=solid];
-"15 add" -> "16 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"15 add" -> "16 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_per_channel_invalid.dot

@@ -19,7 +19,7 @@ strict digraph  {
 "17 add" [id=17, type=add];
 "18 conv2d_2" [id=18, type=conv2d];
 "19 add_1" [id=19, type=add];
-"20 output_1" [id=20, type=output];
+"20 output" [id=20, type=output];
 "0 conv_a_weight" -> "10 quantize_per_channel_default"  [label="(3, 3, 1, 1)", style=solid];
 "1 conv_a_bias" -> "13 conv2d"  [label="(3,)", style=solid];
 "2 conv_b_weight" -> "14 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
@@ -44,5 +44,5 @@ strict digraph  {
 "16 add__1" -> "17 add"  [label="(1, 3, 224, 224)", style=solid];
 "17 add" -> "18 conv2d_2"  [label="(1, 3, 224, 224)", style=solid];
 "18 conv2d_2" -> "19 add_1"  [label="(1, 3, 224, 224)", style=solid];
-"19 add_1" -> "20 output_1"  [label="(1, 3, 224, 224)", style=solid];
+"19 add_1" -> "20 output"  [label="(1, 3, 224, 224)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_per_channel_valid.dot

@@ -18,7 +18,7 @@ strict digraph  {
 "16 add" [id=16, type=add];
 "17 conv2d_2" [id=17, type=conv2d];
 "18 add_1" [id=18, type=add];
-"19 output_1" [id=19, type=output];
+"19 output" [id=19, type=output];
 "0 conv_a_bias" -> "12 conv2d"  [label="(3,)", style=solid];
 "1 conv_b_weight" -> "13 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_b_bias" -> "13 conv2d_1"  [label="(3,)", style=solid];
@@ -40,5 +40,5 @@ strict digraph  {
 "15 add__1" -> "16 add"  [label="(1, 3, 224, 224)", style=solid];
 "16 add" -> "17 conv2d_2"  [label="(1, 3, 224, 224)", style=solid];
 "17 conv2d_2" -> "18 add_1"  [label="(1, 3, 224, 224)", style=solid];
-"18 add_1" -> "19 output_1"  [label="(1, 3, 224, 224)", style=solid];
+"18 add_1" -> "19 output"  [label="(1, 3, 224, 224)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_per_tensor_invalid.dot

@@ -17,7 +17,7 @@ strict digraph  {
 "15 add" [id=15, type=add];
 "16 conv2d_2" [id=16, type=conv2d];
 "17 add_1" [id=17, type=add];
-"18 output_1" [id=18, type=output];
+"18 output" [id=18, type=output];
 "0 conv_a_weight" -> "8 quantize_per_tensor_default"  [label="(3, 3, 1, 1)", style=solid];
 "1 conv_a_bias" -> "11 conv2d"  [label="(3,)", style=solid];
 "2 conv_b_weight" -> "12 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
@@ -38,5 +38,5 @@ strict digraph  {
 "14 add__1" -> "15 add"  [label="(1, 3, 224, 224)", style=solid];
 "15 add" -> "16 conv2d_2"  [label="(1, 3, 224, 224)", style=solid];
 "16 conv2d_2" -> "17 add_1"  [label="(1, 3, 224, 224)", style=solid];
-"17 add_1" -> "18 output_1"  [label="(1, 3, 224, 224)", style=solid];
+"17 add_1" -> "18 output"  [label="(1, 3, 224, 224)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_per_tensor_valid.dot

@@ -16,7 +16,7 @@ strict digraph  {
 "14 add" [id=14, type=add];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add_1" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 conv_a_bias" -> "10 conv2d"  [label="(3,)", style=solid];
 "1 conv_b_weight" -> "11 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_b_bias" -> "11 conv2d_1"  [label="(3,)", style=solid];
@@ -36,5 +36,5 @@ strict digraph  {
 "13 add__1" -> "14 add"  [label="(1, 3, 224, 224)", style=solid];
 "14 add" -> "15 conv2d_2"  [label="(1, 3, 224, 224)", style=solid];
 "15 conv2d_2" -> "16 add_1"  [label="(1, 3, 224, 224)", style=solid];
-"16 add_1" -> "17 output_1"  [label="(1, 3, 224, 224)", style=solid];
+"16 add_1" -> "17 output"  [label="(1, 3, 224, 224)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/constant_update.dot

@@ -15,7 +15,7 @@ strict digraph  {
 "13 cat" [id=13, type=cat];
 "14 conv2d_2" [id=14, type=conv2d];
 "15 add" [id=15, type=add];
-"16 output_1" [id=16, type=output];
+"16 output" [id=16, type=output];
 "0 const" -> "13 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "8 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "8 conv2d"  [label="(3,)", style=solid];
@@ -34,5 +34,5 @@ strict digraph  {
 "12 add__1" -> "13 cat"  [label="(1, 3, 3, 3)", style=solid];
 "13 cat" -> "14 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "14 conv2d_2" -> "15 add"  [label="(1, 3, 3, 3)", style=solid];
-"15 add" -> "16 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"15 add" -> "16 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_channel.dot

@@ -10,7 +10,7 @@ strict digraph  {
 "8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel];
 "9 linear_1" [id=9, type=linear];
 "10 add" [id=10, type=add];
-"11 output_1" [id=11, type=output];
+"11 output" [id=11, type=output];
 "0 linear_act_weight" -> "7 quantize_per_channel_default"  [label="(3, 3)", style=solid];
 "1 linear_act_bias" -> "9 linear_1"  [label="(3,)", style=solid];
 "2 x" -> "9 linear_1"  [label="(1, 3, 3, 3)", style=solid];
@@ -22,5 +22,5 @@ strict digraph  {
 "7 quantize_per_channel_default" -> "8 dequantize_per_channel_default"  [label="(3, 3)", style=solid];
 "8 dequantize_per_channel_default" -> "9 linear_1"  [label="(3, 3)", style=solid];
 "9 linear_1" -> "10 add"  [label="(1, 3, 3, 3)", style=solid];
-"10 add" -> "11 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"10 add" -> "11 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_tensor.dot

@@ -8,13 +8,13 @@ strict digraph  {
 "6 dequantize_per_tensor_default" [id=6, type=dequantize_per_tensor];
 "7 linear_1" [id=7, type=linear];
 "8 add" [id=8, type=add];
-"9 output_1" [id=9, type=output];
+"9 output" [id=9, type=output];
 "0 linear_act_weight" -> "5 quantize_per_tensor_default"  [label="(3, 3)", style=solid];
 "1 linear_act_bias" -> "7 linear_1"  [label="(3,)", style=solid];
 "2 x" -> "7 linear_1"  [label="(1, 3, 3, 3)", style=solid];
 "4 _frozen_param0" -> "8 add"  [label="(3, 3)", style=solid];
 "5 quantize_per_tensor_default" -> "6 dequantize_per_tensor_default"  [label="(3, 3)", style=solid];
 "6 dequantize_per_tensor_default" -> "7 linear_1"  [label="(3, 3)", style=solid];
 "7 linear_1" -> "8 add"  [label="(1, 3, 3, 3)", style=solid];
-"8 add" -> "9 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"8 add" -> "9 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/model_insertion.dot

@@ -21,7 +21,7 @@ strict digraph  {
 "19 cat" [id=19, type=cat];
 "20 conv2d_2" [id=20, type=conv2d];
 "21 add" [id=21, type=add];
-"22 output_1" [id=22, type=output];
+"22 output" [id=22, type=output];
 "0 const" -> "18 TEST_MODULE_5"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "10 TEST_MODULE_1"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "11 conv2d"  [label="(3,)", style=solid];
@@ -46,5 +46,5 @@ strict digraph  {
 "18 TEST_MODULE_5" -> "19 cat"  [label="(1, 3, 3, 3)", style=solid];
 "19 cat" -> "20 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "20 conv2d_2" -> "21 add"  [label="(1, 3, 3, 3)", style=solid];
-"21 add" -> "22 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"21 add" -> "22 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/model_insertion_leaf.dot

@@ -21,7 +21,7 @@ strict digraph  {
 "19 cat" [id=19, type=cat];
 "20 conv2d_2" [id=20, type=conv2d];
 "21 add" [id=21, type=add];
-"22 output_1" [id=22, type=output];
+"22 output" [id=22, type=output];
 "0 const" -> "18 TEST_MODULE_5"  [label="(1, 3, 3, 3)", style=solid];
 "0 const" -> "19 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "10 TEST_MODULE_1"  [label="(3, 3, 1, 1)", style=solid];
@@ -46,5 +46,5 @@ strict digraph  {
 "16 add__1" -> "19 cat"  [label="(1, 3, 3, 3)", style=solid];
 "19 cat" -> "20 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "20 conv2d_2" -> "21 add"  [label="(1, 3, 3, 3)", style=solid];
-"21 add" -> "22 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"21 add" -> "22 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/node_removal_ref.dot

@@ -11,7 +11,7 @@ strict digraph  {
 "9 add" [id=9, type=add];
 "10 conv2d_2" [id=10, type=conv2d];
 "11 add_1" [id=11, type=add];
-"12 output_1" [id=12, type=output];
+"12 output" [id=12, type=output];
 "0 conv_b_weight" -> "6 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
 "1 conv_b_bias" -> "6 conv2d_1"  [label="(3,)", style=solid];
 "2 conv_c_weight" -> "10 conv2d_2"  [label="(3, 3, 1, 1)", style=solid];
@@ -26,5 +26,5 @@ strict digraph  {
 "8 add__1" -> "9 add"  [label="(1, 3, 3, 3)", style=solid];
 "9 add" -> "10 conv2d_2"  [label="(1, 3, 3, 3)", style=solid];
 "10 conv2d_2" -> "11 add_1"  [label="(1, 3, 3, 3)", style=solid];
-"11 add_1" -> "12 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"11 add_1" -> "12 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/output_insertion_cat_5_2.dot

@@ -16,10 +16,10 @@ strict digraph  {
 "14 cat" [id=14, type=cat];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 const" -> "1 const_cloned"  [label="(1, 3, 3, 3)", style=solid];
 "0 const" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
-"1 const_cloned" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"1 const_cloned" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 "2 conv_a_weight" -> "10 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "3 conv_a_bias" -> "10 conv2d"  [label="(3,)", style=solid];
 "4 conv_b_weight" -> "11 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
@@ -37,5 +37,5 @@ strict digraph  {
 "13 add__1" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "14 cat" -> "15 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "15 conv2d_2" -> "16 add"  [label="(1, 3, 3, 3)", style=solid];
-"16 add" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"16 add" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/output_insertion_cat_6_1.dot

@@ -16,7 +16,7 @@ strict digraph  {
 "14 cat" [id=14, type=cat];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 const" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "9 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "9 conv2d"  [label="(3,)", style=solid];
@@ -34,8 +34,8 @@ strict digraph  {
 "11 add_" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "12 add__1" -> "13 add__1_cloned"  [label="(1, 3, 3, 3)", style=solid];
 "12 add__1" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
-"13 add__1_cloned" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"13 add__1_cloned" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 "14 cat" -> "15 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "15 conv2d_2" -> "16 add"  [label="(1, 3, 3, 3)", style=solid];
-"16 add" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"16 add" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/output_insertion_conv2d_1_5_1.dot

@@ -16,13 +16,13 @@ strict digraph  {
 "14 cat" [id=14, type=cat];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 const" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "10 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "10 conv2d"  [label="(3,)", style=solid];
 "3 conv_b_weight" -> "4 conv_b_weight_cloned"  [label="(3, 3, 1, 1)", style=solid];
 "3 conv_b_weight" -> "11 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
-"4 conv_b_weight_cloned" -> "17 output_1"  [label="(3, 3, 1, 1)", style=solid];
+"4 conv_b_weight_cloned" -> "17 output"  [label="(3, 3, 1, 1)", style=solid];
 "5 conv_b_bias" -> "11 conv2d_1"  [label="(3,)", style=solid];
 "6 conv_c_weight" -> "15 conv2d_2"  [label="(3, 9, 1, 1)", style=solid];
 "7 conv_c_bias" -> "15 conv2d_2"  [label="(3,)", style=solid];
@@ -37,5 +37,5 @@ strict digraph  {
 "13 add__1" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "14 cat" -> "15 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "15 conv2d_2" -> "16 add"  [label="(1, 3, 3, 3)", style=solid];
-"16 add" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"16 add" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/output_insertion_conv2d_6_0.dot

@@ -16,7 +16,7 @@ strict digraph  {
 "14 cat" [id=14, type=cat];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 const" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "10 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "10 conv2d"  [label="(3,)", style=solid];
@@ -29,13 +29,13 @@ strict digraph  {
 "7 bias" -> "16 add"  [label="(1,)", style=solid];
 "8 x" -> "9 x_cloned"  [label="(1, 3, 3, 3)", style=solid];
 "8 x" -> "10 conv2d"  [label="(1, 3, 3, 3)", style=solid];
-"9 x_cloned" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"9 x_cloned" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 "10 conv2d" -> "11 conv2d_1"  [label="(1, 3, 3, 3)", style=solid];
 "10 conv2d" -> "12 add_"  [label="(1, 3, 3, 3)", style=solid];
 "11 conv2d_1" -> "13 add__1"  [label="(1, 3, 3, 3)", style=solid];
 "12 add_" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "13 add__1" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "14 cat" -> "15 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "15 conv2d_2" -> "16 add"  [label="(1, 3, 3, 3)", style=solid];
-"16 add" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"16 add" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/output_insertion_conv2d_6_1.dot

@@ -16,11 +16,11 @@ strict digraph  {
 "14 cat" [id=14, type=cat];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 const" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "2 conv_a_weight_cloned"  [label="(3, 3, 1, 1)", style=solid];
 "1 conv_a_weight" -> "10 conv2d"  [label="(3, 3, 1, 1)", style=solid];
-"2 conv_a_weight_cloned" -> "17 output_1"  [label="(3, 3, 1, 1)", style=solid];
+"2 conv_a_weight_cloned" -> "17 output"  [label="(3, 3, 1, 1)", style=solid];
 "3 conv_a_bias" -> "10 conv2d"  [label="(3,)", style=solid];
 "4 conv_b_weight" -> "11 conv2d_1"  [label="(3, 3, 1, 1)", style=solid];
 "5 conv_b_bias" -> "11 conv2d_1"  [label="(3,)", style=solid];
@@ -37,5 +37,5 @@ strict digraph  {
 "13 add__1" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "14 cat" -> "15 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "15 conv2d_2" -> "16 add"  [label="(1, 3, 3, 3)", style=solid];
-"16 add" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"16 add" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/output_insertion_conv2d_7_None.dot

@@ -16,7 +16,7 @@ strict digraph  {
 "14 cat" [id=14, type=cat];
 "15 conv2d_2" [id=15, type=conv2d];
 "16 add" [id=16, type=add];
-"17 output_1" [id=17, type=output];
+"17 output" [id=17, type=output];
 "0 const" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "9 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "9 conv2d"  [label="(3,)", style=solid];
@@ -31,11 +31,11 @@ strict digraph  {
 "9 conv2d" -> "10 conv2d_cloned"  [label="(1, 3, 3, 3)", style=solid];
 "9 conv2d" -> "11 conv2d_1"  [label="(1, 3, 3, 3)", style=solid];
 "9 conv2d" -> "12 add_"  [label="(1, 3, 3, 3)", style=solid];
-"10 conv2d_cloned" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"10 conv2d_cloned" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 "11 conv2d_1" -> "13 add__1"  [label="(1, 3, 3, 3)", style=solid];
 "12 add_" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "13 add__1" -> "14 cat"  [label="(1, 3, 3, 3)", style=solid];
 "14 cat" -> "15 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "15 conv2d_2" -> "16 add"  [label="(1, 3, 3, 3)", style=solid];
-"16 add" -> "17 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"16 add" -> "17 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/qdq_insert_cat_5_2_per_channel.dot

@@ -19,7 +19,7 @@ strict digraph  {
 "17 cat" [id=17, type=cat];
 "18 conv2d_2" [id=18, type=conv2d];
 "19 add" [id=19, type=add];
-"20 output_1" [id=20, type=output];
+"20 output" [id=20, type=output];
 "0 const" -> "15 quantize_per_channel_default"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "9 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "9 conv2d"  [label="(3,)", style=solid];
@@ -44,5 +44,5 @@ strict digraph  {
 "16 dequantize_per_channel_default" -> "17 cat"  [label="(1, 3, 3, 3)", style=solid];
 "17 cat" -> "18 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "18 conv2d_2" -> "19 add"  [label="(1, 3, 3, 3)", style=solid];
-"19 add" -> "20 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"19 add" -> "20 output"  [label="(1, 3, 3, 3)", style=solid];
 }

tests/torch/data/reference_graphs/fx/transformed/qdq_insert_cat_5_2_per_tensor.dot

@@ -17,7 +17,7 @@ strict digraph  {
 "15 cat" [id=15, type=cat];
 "16 conv2d_2" [id=16, type=conv2d];
 "17 add" [id=17, type=add];
-"18 output_1" [id=18, type=output];
+"18 output" [id=18, type=output];
 "0 const" -> "13 quantize_per_tensor_default"  [label="(1, 3, 3, 3)", style=solid];
 "1 conv_a_weight" -> "9 conv2d"  [label="(3, 3, 1, 1)", style=solid];
 "2 conv_a_bias" -> "9 conv2d"  [label="(3,)", style=solid];
@@ -38,5 +38,5 @@ strict digraph  {
 "14 dequantize_per_tensor_default" -> "15 cat"  [label="(1, 3, 3, 3)", style=solid];
 "15 cat" -> "16 conv2d_2"  [label="(1, 9, 3, 3)", style=solid];
 "16 conv2d_2" -> "17 add"  [label="(1, 3, 3, 3)", style=solid];
-"17 add" -> "18 output_1"  [label="(1, 3, 3, 3)", style=solid];
+"17 add" -> "18 output"  [label="(1, 3, 3, 3)", style=solid];
 }