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Update models and ops report (#656)
* Update README.md * [auto][on-merge-queue] Update metrics report in README.md --------- Co-authored-by: GitHub Actions <[email protected]>
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README.md

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docs/OperationsReport.md

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| 28 | [aten.clamp_min.default](operations/aten.clamp_min.default.md) | 9 | 0 | 0 | 0 || 0 |
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| 29 | [aten.clone.default](operations/aten.clone.default.md) | 433 | 305 | 0 | 0 | 🚧 | 0.7 |
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| 30 | [aten.constant_pad_nd.default](operations/aten.constant_pad_nd.default.md) | 66 | 36 | 0 | 0 | 🚧 | 0.55 |
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| 31 | [aten.convolution.default](operations/aten.convolution.default.md) | 1552 | 1299 | 0 | 0 | 🚧 | 0.84 |
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| 31 | [aten.convolution.default](operations/aten.convolution.default.md) | 1552 | 1319 | 0 | 0 | 🚧 | 0.85 |
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| 32 | [aten.convolution_backward.default](operations/aten.convolution_backward.default.md) | 570 | 0 | 0 | 0 || 0 |
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| 33 | [aten.copy.default](operations/aten.copy.default.md) | 12 | 0 | 0 | 0 || 0 |
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| 34 | [aten.cos.default](operations/aten.cos.default.md) | 3 | 2 | 0 | 0 | 🚧 | 0.67 |
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| 128 | [aten.view.default](operations/aten.view.default.md) | 1268 | 893 | 0 | 0 | 🚧 | 0.7 |
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| 129 | [aten.where.self](operations/aten.where.self.md) | 13 | 0 | 0 | 0 || 0 |
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| 130 | [aten.zeros.default](operations/aten.zeros.default.md) | 47 | 34 | 0 | 0 | 🚧 | 0.72 |
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| 131 | [aten.zeros_like.default](operations/aten.zeros_like.default.md) | 7 | 0 | 0 | 0 | | 0 |
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| 131 | [aten.zeros_like.default](operations/aten.zeros_like.default.md) | 7 | 2 | 0 | 0 | 🚧 | 0.29 |
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docs/models/Autoencoder (conv)-train/input_variations.md

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### aten.convolution.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
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| 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 | 6 |
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| 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 | 6 |
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| 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 | 0.999977 | 6 |
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| 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 | 6 |
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| 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 | 0.999985 | 6 |
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| 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 | 6 |
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| 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 | 6 |
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| 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 | 6 |
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### aten.convolution_backward.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|------:|-------:|

docs/models/Autoencoder (conv)/input_variations.md

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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
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| 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 | 6 |
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| 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 | 6 |
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| 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 | 6 |
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| 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 | 6 |
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| 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 | 6 |
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| 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 | 6 |
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### aten.max_pool2d_with_indices.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |

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

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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:-------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
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| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999991 | 0 |
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| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.99987 | 0 |
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| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999989 | 0 |
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| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999985 | 0 |
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| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999999 | 0 |
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| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999977 | 0 |
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| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999878 | 0 |
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| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999992 | 0 |
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| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999993 | 0 |
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| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 1 | 0 |
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| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.99997 | 0 |
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| 6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999995 | 0 |
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| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.99998 | 0 |
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| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999979 | 0 |
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### aten.detach.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:--------------------------|:---------|:-----------|------:|-------:|
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### aten.mm.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:----------------------------------------------------------|:---------|:-----------|---------:|-------:|
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| 0 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999983 | 0 |
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| 1 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999983 | 0 |
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| 2 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999999 | 0 |
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| 3 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999998 | 0 |
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| 4 | Tensor<[1, 3]> self = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 1 | 0 |
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| 0 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999978 | 0 |
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| 1 | Tensor<[1, 128]> self = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999981 | 0 |
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| 2 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 1 | 0 |
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| 3 | Tensor<[1, 12]> self = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999992 | 0 |
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| 4 | Tensor<[1, 3]> self = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999989 | 0 |
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| 5 | Tensor<[1, 64]> self = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999986 | 0 |
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| 6 | Tensor<[1, 64]> self = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999992 | 0 |
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| 7 | Tensor<[1, 784]> self = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999881 | 0 |
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| 8 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 3]> mat2 = ? | Done | Done | 0.999999 | 0 |
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| 9 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999995 | 0 |
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| 10 | Tensor<[128, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999997 | 0 |
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| 7 | Tensor<[1, 784]> self = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999855 | 0 |
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| 8 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 3]> mat2 = ? | Done | Done | 0.999996 | 0 |
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| 9 | Tensor<[12, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999996 | 0 |
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| 10 | Tensor<[128, 1]> self = ?,<br>Tensor<[1, 64]> mat2 = ? | Done | Done | 0.999996 | 0 |
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| 11 | Tensor<[128, 1]> self = ?,<br>Tensor<[1, 784]> mat2 = ? | Done | Done | 0.999996 | 0 |
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| 12 | Tensor<[3, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999998 | 0 |
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| 12 | Tensor<[3, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999992 | 0 |
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| 13 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 128]> mat2 = ? | Done | Done | 0.999996 | 0 |
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| 14 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999998 | 0 |
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| 15 | Tensor<[784, 1]> self = ?,<br>Tensor<[1, 128]> mat2 = ? | Done | Done | 0.999996 | 0 |
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| 14 | Tensor<[64, 1]> self = ?,<br>Tensor<[1, 12]> mat2 = ? | Done | Done | 0.999994 | 0 |
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| 15 | Tensor<[784, 1]> self = ?,<br>Tensor<[1, 128]> mat2 = ? | Done | Done | 0.999995 | 0 |
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### aten.relu.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:--------------------------|:---------|:-----------|------:|-------:|

docs/models/Autoencoder (linear)/input_variations.md

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### aten.addmm.default
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| | ATen Input Variations | Status | Isolated | PCC | Host |
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|---:|:-------------------------------------------------------------------------------------|:---------|:-----------|---------:|-------:|
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| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.999986 | 0 |
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| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999887 | 0 |
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| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999997 | 0 |
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| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999978 | 0 |
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| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999997 | 0 |
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| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999981 | 0 |
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| 0 | Tensor<[128]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 128]> mat2 = ? | Done | Done | 0.99999 | 0 |
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| 1 | Tensor<[128]> self = ?,<br>Tensor<[1, 784]> mat1 = ?,<br>Tensor<[784, 128]> mat2 = ? | Done | Done | 0.999905 | 0 |
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| 2 | Tensor<[12]> self = ?,<br>Tensor<[1, 3]> mat1 = ?,<br>Tensor<[3, 12]> mat2 = ? | Done | Done | 0.999993 | 0 |
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| 3 | Tensor<[12]> self = ?,<br>Tensor<[1, 64]> mat1 = ?,<br>Tensor<[64, 12]> mat2 = ? | Done | Done | 0.999999 | 0 |
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| 4 | Tensor<[3]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 3]> mat2 = ? | Done | Done | 0.999985 | 0 |
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| 5 | Tensor<[64]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 64]> mat2 = ? | Done | Done | 0.999967 | 0 |
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| 6 | Tensor<[64]> self = ?,<br>Tensor<[1, 12]> mat1 = ?,<br>Tensor<[12, 64]> mat2 = ? | Done | Done | 0.999993 | 0 |
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| 7 | Tensor<[784]> self = ?,<br>Tensor<[1, 128]> mat1 = ?,<br>Tensor<[128, 784]> mat2 = ? | Done | Done | 0.999979 | 0 |
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### aten.relu.default

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