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[auto][on-merge-queue] Update metrics report in README.md (#958)
Co-authored-by: jmalone-tt <[email protected]>
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Diff for: ‎docs/OperationsReport.md

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Diff for: ‎docs/models/Autoencoder (conv)-train/input_variations.md

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### aten.convolution.default
1313
| | ATen Input Variations | Status | Isolated | PCC | Host |
1414
|---:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
15-
| 0 | Tensor<[1, 1, 28, 28]> input = ?,<br>Tensor<[16, 1, 3, 3]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999983 | 1 |
16-
| 1 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[16, 1, 2, 2]> weight = ?,<br>Optional[Tensor]<[1]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999994 | 1 |
17-
| 2 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[4, 16, 3, 3]> weight = ?,<br>Optional[Tensor]<[4]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999978 | 1 |
18-
| 3 | Tensor<[1, 4, 7, 7]> input = ?,<br>Tensor<[4, 16, 2, 2]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999993 | 1 |
15+
| 0 | Tensor<[1, 1, 28, 28]> input = ?,<br>Tensor<[16, 1, 3, 3]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999984 | 1 |
16+
| 1 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[16, 1, 2, 2]> weight = ?,<br>Optional[Tensor]<[1]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999993 | 1 |
17+
| 2 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[4, 16, 3, 3]> weight = ?,<br>Optional[Tensor]<[4]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999981 | 1 |
18+
| 3 | Tensor<[1, 4, 7, 7]> input = ?,<br>Tensor<[4, 16, 2, 2]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999994 | 1 |
1919
### aten.convolution_backward.default
2020
| | ATen Input Variations | Status | Isolated | PCC | Host |
2121
|---:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|------:|-------:|

Diff for: ‎docs/models/Autoencoder (conv)/input_variations.md

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@@ -8,10 +8,10 @@
88
### aten.convolution.default
99
| | ATen Input Variations | Status | Isolated | PCC | Host |
1010
|---:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
11-
| 0 | Tensor<[1, 1, 28, 28]> input = ?,<br>Tensor<[16, 1, 3, 3]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999982 | 1 |
12-
| 1 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[16, 1, 2, 2]> weight = ?,<br>Optional[Tensor]<[1]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999991 | 1 |
13-
| 2 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[4, 16, 3, 3]> weight = ?,<br>Optional[Tensor]<[4]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.99998 | 1 |
14-
| 3 | Tensor<[1, 4, 7, 7]> input = ?,<br>Tensor<[4, 16, 2, 2]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999994 | 1 |
11+
| 0 | Tensor<[1, 1, 28, 28]> input = ?,<br>Tensor<[16, 1, 3, 3]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999983 | 1 |
12+
| 1 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[16, 1, 2, 2]> weight = ?,<br>Optional[Tensor]<[1]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999992 | 1 |
13+
| 2 | Tensor<[1, 16, 14, 14]> input = ?,<br>Tensor<[4, 16, 3, 3]> weight = ?,<br>Optional[Tensor]<[4]> bias = ?,<br>List[int] stride = [1, 1],<br>List[int] padding = [1, 1],<br>List[int] dilation = [1, 1],<br>bool transposed = False,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999981 | 1 |
14+
| 3 | Tensor<[1, 4, 7, 7]> input = ?,<br>Tensor<[4, 16, 2, 2]> weight = ?,<br>Optional[Tensor]<[16]> bias = ?,<br>List[int] stride = [2, 2],<br>List[int] padding = [0, 0],<br>List[int] dilation = [1, 1],<br>bool transposed = True,<br>List[int] output_padding = [0, 0],<br>int groups = 1 | Done | Done | 0.999995 | 1 |
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### aten.max_pool2d_with_indices.default
1616
| | ATen Input Variations | Status | Isolated | PCC | Host |
1717
|---:|:--------------------------------------------------------------------------------------------------|:---------|:-----------|------:|-------:|

Diff for: ‎docs/models/Autoencoder (linear)-train/input_variations.md

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@@ -13,14 +13,14 @@
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### aten.addmm.default
1414
| | ATen Input Variations | Status | Isolated | PCC | Host |
1515
|---:|:-------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
16-
| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999984 | 0 |
17-
| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.99997 | 0 |
18-
| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999987 | 0 |
19-
| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999983 | 0 |
20-
| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 1 | 0 |
21-
| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999978 | 0 |
22-
| 6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999991 | 0 |
23-
| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999981 | 0 |
16+
| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999985 | 0 |
17+
| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999962 | 0 |
18+
| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999998 | 0 |
19+
| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999994 | 0 |
20+
| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999986 | 0 |
21+
| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999982 | 0 |
22+
| 6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999989 | 0 |
23+
| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999982 | 0 |
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### aten.detach.default
2525
| | ATen Input Variations | Status | Isolated | PCC | Host |
2626
|---:|:--------------------------|:---------|:-----------|------:|-------:|
@@ -30,21 +30,21 @@
3030
### aten.mm.default
3131
| | ATen Input Variations | Status | Isolated | PCC | Host |
3232
|---:|:----------------------------------------------------------|:---------|:-----------|---------:|-------:|
33-
| 0 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999986 | 0 |
34-
| 1 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999979 | 0 |
35-
| 2 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999999 | 0 |
36-
| 3 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999993 | 0 |
37-
| 4 | Tensor<[1, 3]> self = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999998 | 0 |
38-
| 5 | Tensor<[1, 64]> self = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999988 | 0 |
39-
| 6 | Tensor<[1, 64]> self = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999993 | 0 |
40-
| 7 | Tensor<[1, 784]> self = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999966 | 0 |
41-
| 8 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 3]> mat2 = ? | Done | Done | 0.999994 | 0 |
42-
| 9 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999996 | 0 |
33+
| 0 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999982 | 0 |
34+
| 1 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999982 | 0 |
35+
| 2 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999991 | 0 |
36+
| 3 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999992 | 0 |
37+
| 4 | Tensor<[1, 3]> self = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999999 | 0 |
38+
| 5 | Tensor<[1, 64]> self = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999989 | 0 |
39+
| 6 | Tensor<[1, 64]> self = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999995 | 0 |
40+
| 7 | Tensor<[1, 784]> self = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999962 | 0 |
41+
| 8 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 3]> mat2 = ? | Done | Done | 0.999995 | 0 |
42+
| 9 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999993 | 0 |
4343
| 10 | Tensor<[128, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999993 | 0 |
4444
| 11 | Tensor<[128, 1]> self = ?,<br>Tensor<[1, 784]> mat2 = ? | Done | Done | 0.999992 | 0 |
45-
| 12 | Tensor<[3, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999994 | 0 |
46-
| 13 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 128]> mat2 = ? | Done | Done | 0.999992 | 0 |
47-
| 14 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999992 | 0 |
45+
| 12 | Tensor<[3, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999996 | 0 |
46+
| 13 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 128]> mat2 = ? | Done | Done | 0.999993 | 0 |
47+
| 14 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999994 | 0 |
4848
| 15 | Tensor<[784, 1]> self = ?,<br>Tensor<[1, 128]> mat2 = ? | Done | Done | 0.999992 | 0 |
4949
### aten.relu.default
5050
| | ATen Input Variations | Status | Isolated | PCC | Host |

Diff for: ‎docs/models/Autoencoder (linear)/input_variations.md

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@@ -8,14 +8,14 @@
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### aten.addmm.default
99
| | ATen Input Variations | Status | Isolated | PCC | Host |
1010
|---:|:-------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
11-
| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999983 | 0 |
12-
| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.99997 | 0 |
13-
| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999995 | 0 |
14-
| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999992 | 0 |
15-
| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999994 | 0 |
16-
| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999967 | 0 |
17-
| 6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999985 | 0 |
18-
| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999979 | 0 |
11+
| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999987 | 0 |
12+
| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999969 | 0 |
13+
| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 1 | 0 |
14+
| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999982 | 0 |
15+
| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999987 | 0 |
16+
| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999983 | 0 |
17+
| 6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.99999 | 0 |
18+
| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999977 | 0 |
1919
### aten.relu.default
2020
| | ATen Input Variations | Status | Isolated | PCC | Host |
2121
|---:|:--------------------------|:---------|:-----------|------:|-------:|

Diff for: ‎docs/models/BERT/input_variations.md

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@@ -26,7 +26,7 @@
2626
### aten._softmax.default
2727
| | ATen Input Variations | Status | Isolated | PCC | Host |
2828
|---:|:-----------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
29-
| 0 | Tensor<[1, 16, 256, 256]> self = ?,<br>int dim = -1,<br>bool half_to_float = False | Done | Done | 0.999598 | 0 |
29+
| 0 | Tensor<[1, 16, 256, 256]> self = ?,<br>int dim = -1,<br>bool half_to_float = False | Done | Done | 0.999593 | 0 |
3030
### aten._to_copy.default
3131
| | ATen Input Variations | Status | Isolated | PCC | Host |
3232
|---:|:-------------------------------------------------------------------------|:---------|:-----------|------:|-------:|
@@ -41,7 +41,7 @@
4141
|---:|:-------------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
4242
| 0 | Tensor<[1024]> self = ?,<br>Tensor<[256, 1024]> mat1 = ?,<br>Tensor<[1024, 1024]> mat2 = ? | Done | Done | 0.999964 | 0 |
4343
| 1 | Tensor<[1024]> self = ?,<br>Tensor<[256, 4096]> mat1 = ?,<br>Tensor<[4096, 1024]> mat2 = ? | Done | Done | 0.999932 | 0 |
44-
| 2 | Tensor<[2]> self = ?,<br>Tensor<[256, 1024]> mat1 = ?,<br>Tensor<[1024, 2]> mat2 = ? | Done | Done | 0.999968 | 0 |
44+
| 2 | Tensor<[2]> self = ?,<br>Tensor<[256, 1024]> mat1 = ?,<br>Tensor<[1024, 2]> mat2 = ? | Done | Done | 0.999964 | 0 |
4545
| 3 | Tensor<[4096]> self = ?,<br>Tensor<[256, 1024]> mat1 = ?,<br>Tensor<[1024, 4096]> mat2 = ? | Done | Done | 0.999964 | 0 |
4646
### aten.bmm.default
4747
| | ATen Input Variations | Status | Isolated | PCC | Host |
@@ -91,7 +91,7 @@
9191
### aten.rsub.Scalar
9292
| | ATen Input Variations | Status | Isolated | PCC | Host |
9393
|---:|:-------------------------------------------------------|:---------|:-----------|---------:|-------:|
94-
| 0 | Tensor<[1, 1, 1, 256]> self = ?,<br>number other = 1.0 | Done | Done | 0.999994 | 0 |
94+
| 0 | Tensor<[1, 1, 1, 256]> self = ?,<br>number other = 1.0 | Done | Done | 0.999993 | 0 |
9595
### aten.slice.Tensor
9696
| | ATen Input Variations | Status | Isolated | PCC | Host |
9797
|---:|:------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|------:|-------:|

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