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input_variations.md

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High Level Operations Status

Operations Input Variations Converted Removed Fallback Completed Score
0 aten._native_batch_norm_legit_no_training.default 8 0 0 0 ✘ 0
1 aten.add.Tensor 4 4 0 0 ✅ 1
2 aten.addmm.default 1 1 0 0 ✅ 1
3 aten.convolution.default 20 0 0 0 ✘ 0
4 aten.mean.dim 1 1 0 0 ✅ 1
5 aten.relu.default 8 8 0 0 ✅ 1
6 aten.t.default 1 1 0 0 ✅ 1
7 aten.view.default 1 0 0 1 ✘ 0

aten._native_batch_norm_legit_no_training.default

ATen Input Variations Status
0 Tensor<[1, 160, 14, 14]> input = ?,
Optional[Tensor]<[160]> weight = ?,
Optional[Tensor]<[160]> bias = ?,
Tensor<[160]> running_mean = ?,
Tensor<[160]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
1 Tensor<[1, 160, 28, 28]> input = ?,
Optional[Tensor]<[160]> weight = ?,
Optional[Tensor]<[160]> bias = ?,
Tensor<[160]> running_mean = ?,
Tensor<[160]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
2 Tensor<[1, 32, 112, 112]> input = ?,
Optional[Tensor]<[32]> weight = ?,
Optional[Tensor]<[32]> bias = ?,
Tensor<[32]> running_mean = ?,
Tensor<[32]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
3 Tensor<[1, 32, 56, 56]> input = ?,
Optional[Tensor]<[32]> weight = ?,
Optional[Tensor]<[32]> bias = ?,
Tensor<[32]> running_mean = ?,
Tensor<[32]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
4 Tensor<[1, 400, 14, 14]> input = ?,
Optional[Tensor]<[400]> weight = ?,
Optional[Tensor]<[400]> bias = ?,
Tensor<[400]> running_mean = ?,
Tensor<[400]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
5 Tensor<[1, 400, 7, 7]> input = ?,
Optional[Tensor]<[400]> weight = ?,
Optional[Tensor]<[400]> bias = ?,
Tensor<[400]> running_mean = ?,
Tensor<[400]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
6 Tensor<[1, 64, 28, 28]> input = ?,
Optional[Tensor]<[64]> weight = ?,
Optional[Tensor]<[64]> bias = ?,
Tensor<[64]> running_mean = ?,
Tensor<[64]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
7 Tensor<[1, 64, 56, 56]> input = ?,
Optional[Tensor]<[64]> weight = ?,
Optional[Tensor]<[64]> bias = ?,
Tensor<[64]> running_mean = ?,
Tensor<[64]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None

aten.add.Tensor

ATen Input Variations Status
0 Tensor<[1, 160, 14, 14]> self = ?,
Tensor<[1, 160, 14, 14]> other = ?		 Done
1 Tensor<[1, 32, 56, 56]> self = ?,
Tensor<[1, 32, 56, 56]> other = ?		 Done
2 Tensor<[1, 400, 7, 7]> self = ?,
Tensor<[1, 400, 7, 7]> other = ?		 Done
3 Tensor<[1, 64, 28, 28]> self = ?,
Tensor<[1, 64, 28, 28]> other = ?		 Done

aten.addmm.default

ATen Input Variations Status
0 Tensor<[1000]> self = ?,
Tensor<[1, 400]> mat1 = ?,
Tensor<[400, 1000]> mat2 = ?		 Done

aten.convolution.default

ATen Input Variations Status
0 Tensor<[1, 160, 14, 14]> input = ?,
Tensor<[160, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 10		 None
1 Tensor<[1, 160, 14, 14]> input = ?,
Tensor<[160, 160, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
2 Tensor<[1, 160, 14, 14]> input = ?,
Tensor<[400, 160, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
3 Tensor<[1, 160, 14, 14]> input = ?,
Tensor<[400, 160, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
4 Tensor<[1, 160, 28, 28]> input = ?,
Tensor<[160, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 10		 None
5 Tensor<[1, 3, 224, 224]> input = ?,
Tensor<[32, 3, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
6 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[32, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 2		 None
7 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[32, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
8 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[32, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
9 Tensor<[1, 32, 56, 56]> input = ?,
Tensor<[32, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
10 Tensor<[1, 32, 56, 56]> input = ?,
Tensor<[64, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
11 Tensor<[1, 32, 56, 56]> input = ?,
Tensor<[64, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
12 Tensor<[1, 400, 14, 14]> input = ?,
Tensor<[400, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 25		 None
13 Tensor<[1, 400, 7, 7]> input = ?,
Tensor<[400, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 25		 None
14 Tensor<[1, 400, 7, 7]> input = ?,
Tensor<[400, 400, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
15 Tensor<[1, 64, 28, 28]> input = ?,
Tensor<[160, 64, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
16 Tensor<[1, 64, 28, 28]> input = ?,
Tensor<[160, 64, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
17 Tensor<[1, 64, 28, 28]> input = ?,
Tensor<[64, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 4		 None
18 Tensor<[1, 64, 28, 28]> input = ?,
Tensor<[64, 64, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None
19 Tensor<[1, 64, 56, 56]> input = ?,
Tensor<[64, 16, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 4		 None

aten.mean.dim

ATen Input Variations Status
0 Tensor<[1, 400, 7, 7]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done

aten.relu.default

ATen Input Variations Status
0 Tensor<[1, 160, 14, 14]> self = ? Done
1 Tensor<[1, 160, 28, 28]> self = ? Done
2 Tensor<[1, 32, 112, 112]> self = ? Done
3 Tensor<[1, 32, 56, 56]> self = ? Done
4 Tensor<[1, 400, 14, 14]> self = ? Done
5 Tensor<[1, 400, 7, 7]> self = ? Done
6 Tensor<[1, 64, 28, 28]> self = ? Done
7 Tensor<[1, 64, 56, 56]> self = ? Done

aten.t.default

ATen Input Variations Status
0 Tensor<[1000, 400]> self = ? Done

aten.view.default

ATen Input Variations Status
0 Tensor<[1, 400, 1, 1]> self = ?,
List[int] size = [1, 400]		 Fallback