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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 9 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 34 0 0 0 ✘ 0
4 aten.mean.dim 4 4 0 0 ✅ 1
5 aten.mul.Tensor 4 4 0 0 ✅ 1
6 aten.relu.default 13 13 0 0 ✅ 1
7 aten.sigmoid.default 4 4 0 0 ✅ 1
8 aten.t.default 1 1 0 0 ✅ 1
9 aten.view.default 1 0 0 1 ✘ 0

aten._native_batch_norm_legit_no_training.default

ATen Input Variations Status
0 Tensor<[1, 1232, 14, 14]> input = ?,
Optional[Tensor]<[1232]> weight = ?,
Optional[Tensor]<[1232]> bias = ?,
Tensor<[1232]> running_mean = ?,
Tensor<[1232]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
1 Tensor<[1, 1232, 28, 28]> input = ?,
Optional[Tensor]<[1232]> weight = ?,
Optional[Tensor]<[1232]> bias = ?,
Tensor<[1232]> running_mean = ?,
Tensor<[1232]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
2 Tensor<[1, 224, 112, 112]> input = ?,
Optional[Tensor]<[224]> weight = ?,
Optional[Tensor]<[224]> bias = ?,
Tensor<[224]> running_mean = ?,
Tensor<[224]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
3 Tensor<[1, 224, 56, 56]> input = ?,
Optional[Tensor]<[224]> weight = ?,
Optional[Tensor]<[224]> bias = ?,
Tensor<[224]> running_mean = ?,
Tensor<[224]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
4 Tensor<[1, 3024, 14, 14]> input = ?,
Optional[Tensor]<[3024]> weight = ?,
Optional[Tensor]<[3024]> bias = ?,
Tensor<[3024]> running_mean = ?,
Tensor<[3024]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
5 Tensor<[1, 3024, 7, 7]> input = ?,
Optional[Tensor]<[3024]> weight = ?,
Optional[Tensor]<[3024]> bias = ?,
Tensor<[3024]> running_mean = ?,
Tensor<[3024]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
6 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
7 Tensor<[1, 448, 28, 28]> input = ?,
Optional[Tensor]<[448]> weight = ?,
Optional[Tensor]<[448]> bias = ?,
Tensor<[448]> running_mean = ?,
Tensor<[448]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None
8 Tensor<[1, 448, 56, 56]> input = ?,
Optional[Tensor]<[448]> weight = ?,
Optional[Tensor]<[448]> bias = ?,
Tensor<[448]> running_mean = ?,
Tensor<[448]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 None

aten.add.Tensor

ATen Input Variations Status
0 Tensor<[1, 1232, 14, 14]> self = ?,
Tensor<[1, 1232, 14, 14]> other = ?		 Done
1 Tensor<[1, 224, 56, 56]> self = ?,
Tensor<[1, 224, 56, 56]> other = ?		 Done
2 Tensor<[1, 3024, 7, 7]> self = ?,
Tensor<[1, 3024, 7, 7]> other = ?		 Done
3 Tensor<[1, 448, 28, 28]> self = ?,
Tensor<[1, 448, 28, 28]> other = ?		 Done

aten.addmm.default

ATen Input Variations Status
0 Tensor<[1000]> self = ?,
Tensor<[1, 3024]> mat1 = ?,
Tensor<[3024, 1000]> mat2 = ?		 Done

aten.convolution.default

ATen Input Variations Status
0 Tensor<[1, 112, 1, 1]> input = ?,
Tensor<[1232, 112, 1, 1]> weight = ?,
Optional[Tensor]<[1232]> 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
1 Tensor<[1, 112, 1, 1]> input = ?,
Tensor<[448, 112, 1, 1]> weight = ?,
Optional[Tensor]<[448]> 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, 1232, 1, 1]> input = ?,
Tensor<[112, 1232, 1, 1]> weight = ?,
Optional[Tensor]<[112]> 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, 1232, 1, 1]> input = ?,
Tensor<[308, 1232, 1, 1]> weight = ?,
Optional[Tensor]<[308]> 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
4 Tensor<[1, 1232, 14, 14]> input = ?,
Tensor<[1232, 112, 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 = 11		 None
5 Tensor<[1, 1232, 14, 14]> input = ?,
Tensor<[1232, 1232, 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
6 Tensor<[1, 1232, 14, 14]> input = ?,
Tensor<[3024, 1232, 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
7 Tensor<[1, 1232, 14, 14]> input = ?,
Tensor<[3024, 1232, 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
8 Tensor<[1, 1232, 28, 28]> input = ?,
Tensor<[1232, 112, 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 = 11		 None
9 Tensor<[1, 224, 1, 1]> input = ?,
Tensor<[56, 224, 1, 1]> weight = ?,
Optional[Tensor]<[56]> 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, 224, 1, 1]> input = ?,
Tensor<[8, 224, 1, 1]> weight = ?,
Optional[Tensor]<[8]> 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, 224, 112, 112]> input = ?,
Tensor<[224, 112, 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
12 Tensor<[1, 224, 56, 56]> input = ?,
Tensor<[224, 112, 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 = 2		 None
13 Tensor<[1, 224, 56, 56]> input = ?,
Tensor<[224, 224, 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
14 Tensor<[1, 224, 56, 56]> input = ?,
Tensor<[448, 224, 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, 224, 56, 56]> input = ?,
Tensor<[448, 224, 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
16 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
17 Tensor<[1, 3024, 1, 1]> input = ?,
Tensor<[308, 3024, 1, 1]> weight = ?,
Optional[Tensor]<[308]> 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
18 Tensor<[1, 3024, 14, 14]> input = ?,
Tensor<[3024, 112, 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 = 27		 None
19 Tensor<[1, 3024, 7, 7]> input = ?,
Tensor<[3024, 3024, 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
20 Tensor<[1, 308, 1, 1]> input = ?,
Tensor<[1232, 308, 1, 1]> weight = ?,
Optional[Tensor]<[1232]> 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
21 Tensor<[1, 308, 1, 1]> input = ?,
Tensor<[3024, 308, 1, 1]> weight = ?,
Optional[Tensor]<[3024]> 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
22 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[224, 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
23 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[224, 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
24 Tensor<[1, 448, 1, 1]> input = ?,
Tensor<[112, 448, 1, 1]> weight = ?,
Optional[Tensor]<[112]> 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
25 Tensor<[1, 448, 1, 1]> input = ?,
Tensor<[56, 448, 1, 1]> weight = ?,
Optional[Tensor]<[56]> 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
26 Tensor<[1, 448, 28, 28]> input = ?,
Tensor<[1232, 448, 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
27 Tensor<[1, 448, 28, 28]> input = ?,
Tensor<[1232, 448, 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
28 Tensor<[1, 448, 28, 28]> input = ?,
Tensor<[448, 112, 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
29 Tensor<[1, 448, 28, 28]> input = ?,
Tensor<[448, 448, 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
30 Tensor<[1, 448, 56, 56]> input = ?,
Tensor<[448, 112, 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
31 Tensor<[1, 56, 1, 1]> input = ?,
Tensor<[224, 56, 1, 1]> weight = ?,
Optional[Tensor]<[224]> 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
32 Tensor<[1, 56, 1, 1]> input = ?,
Tensor<[448, 56, 1, 1]> weight = ?,
Optional[Tensor]<[448]> 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
33 Tensor<[1, 8, 1, 1]> input = ?,
Tensor<[224, 8, 1, 1]> weight = ?,
Optional[Tensor]<[224]> 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

aten.mean.dim

ATen Input Variations Status
0 Tensor<[1, 1232, 14, 14]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done
1 Tensor<[1, 224, 56, 56]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done
2 Tensor<[1, 3024, 7, 7]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done
3 Tensor<[1, 448, 28, 28]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done

aten.mul.Tensor

ATen Input Variations Status
0 Tensor<[1, 1232, 1, 1]> self = ?,
Tensor<[1, 1232, 14, 14]> other = ?		 Done
1 Tensor<[1, 224, 1, 1]> self = ?,
Tensor<[1, 224, 56, 56]> other = ?		 Done
2 Tensor<[1, 3024, 1, 1]> self = ?,
Tensor<[1, 3024, 7, 7]> other = ?		 Done
3 Tensor<[1, 448, 1, 1]> self = ?,
Tensor<[1, 448, 28, 28]> other = ?		 Done

aten.relu.default

ATen Input Variations Status
0 Tensor<[1, 112, 1, 1]> self = ? Done
1 Tensor<[1, 1232, 14, 14]> self = ? Done
2 Tensor<[1, 1232, 28, 28]> self = ? Done
3 Tensor<[1, 224, 112, 112]> self = ? Done
4 Tensor<[1, 224, 56, 56]> self = ? Done
5 Tensor<[1, 3024, 14, 14]> self = ? Done
6 Tensor<[1, 3024, 7, 7]> self = ? Done
7 Tensor<[1, 308, 1, 1]> self = ? Done
8 Tensor<[1, 32, 112, 112]> self = ? Done
9 Tensor<[1, 448, 28, 28]> self = ? Done
10 Tensor<[1, 448, 56, 56]> self = ? Done
11 Tensor<[1, 56, 1, 1]> self = ? Done
12 Tensor<[1, 8, 1, 1]> self = ? Done

aten.sigmoid.default

ATen Input Variations Status
0 Tensor<[1, 1232, 1, 1]> self = ? Done
1 Tensor<[1, 224, 1, 1]> self = ? Done
2 Tensor<[1, 3024, 1, 1]> self = ? Done
3 Tensor<[1, 448, 1, 1]> self = ? Done

aten.t.default

ATen Input Variations Status
0 Tensor<[1000, 3024]> self = ? Done

aten.view.default

ATen Input Variations Status
0 Tensor<[1, 3024, 1, 1]> self = ?,
List[int] size = [1, 3024]		 Fallback