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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 9 0 0 ✅ 1
1 aten.add.Tensor 4 4 0 0 ✅ 1
2 aten.addmm.default 1 1 0 0 ✅ 1
3 aten.convolution.default 20 20 0 0 ✅ 1
4 aten.mean.dim 1 1 0 0 ✅ 1
5 aten.relu.default 9 9 0 0 ✅ 1
6 aten.t.default 1 1 0 0 ✅ 1
7 aten.view.default 1 1 0 0 ✅ 1

aten._native_batch_norm_legit_no_training.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128, 28, 28]> input = ?,
Optional[Tensor]<[128]> weight = ?,
Optional[Tensor]<[128]> bias = ?,
Tensor<[128]> running_mean = ?,
Tensor<[128]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999987 5
1 Tensor<[1, 128, 56, 56]> input = ?,
Optional[Tensor]<[128]> weight = ?,
Optional[Tensor]<[128]> bias = ?,
Tensor<[128]> running_mean = ?,
Tensor<[128]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999988 5
2 Tensor<[1, 288, 14, 14]> input = ?,
Optional[Tensor]<[288]> weight = ?,
Optional[Tensor]<[288]> bias = ?,
Tensor<[288]> running_mean = ?,
Tensor<[288]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999991 5
3 Tensor<[1, 288, 28, 28]> input = ?,
Optional[Tensor]<[288]> weight = ?,
Optional[Tensor]<[288]> bias = ?,
Tensor<[288]> running_mean = ?,
Tensor<[288]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999988 5
4 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		 Done Done 0.999987 5
5 Tensor<[1, 64, 112, 112]> 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		 Done Done 0.999991 5
6 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		 Done Done 0.99999 5
7 Tensor<[1, 672, 14, 14]> input = ?,
Optional[Tensor]<[672]> weight = ?,
Optional[Tensor]<[672]> bias = ?,
Tensor<[672]> running_mean = ?,
Tensor<[672]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999991 5
8 Tensor<[1, 672, 7, 7]> input = ?,
Optional[Tensor]<[672]> weight = ?,
Optional[Tensor]<[672]> bias = ?,
Tensor<[672]> running_mean = ?,
Tensor<[672]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999991 5

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128, 28, 28]> self = ?,
Tensor<[1, 128, 28, 28]> other = ?		 Done Done 0.999998 0
1 Tensor<[1, 288, 14, 14]> self = ?,
Tensor<[1, 288, 14, 14]> other = ?		 Done Done 0.999998 0
2 Tensor<[1, 64, 56, 56]> self = ?,
Tensor<[1, 64, 56, 56]> other = ?		 Done Done 0.999998 0
3 Tensor<[1, 672, 7, 7]> self = ?,
Tensor<[1, 672, 7, 7]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000]> self = ?,
Tensor<[1, 672]> mat1 = ?,
Tensor<[672, 1000]> mat2 = ?		 Done Done 0.999965 0

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128, 28, 28]> input = ?,
Tensor<[128, 128, 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		 Done Done 0.99998 4
1 Tensor<[1, 128, 28, 28]> input = ?,
Tensor<[128, 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 = 8		 Done Done 0.99998 4
2 Tensor<[1, 128, 28, 28]> input = ?,
Tensor<[288, 128, 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		 Done Done 0.99998 4
3 Tensor<[1, 128, 28, 28]> input = ?,
Tensor<[288, 128, 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		 Done Done 0.999981 4
4 Tensor<[1, 128, 56, 56]> input = ?,
Tensor<[128, 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 = 8		 Done Done 0.99998 4
5 Tensor<[1, 288, 14, 14]> input = ?,
Tensor<[288, 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 = 18		 Done Done 0.999981 4
6 Tensor<[1, 288, 14, 14]> input = ?,
Tensor<[288, 288, 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		 Done Done 0.999978 4
7 Tensor<[1, 288, 14, 14]> input = ?,
Tensor<[672, 288, 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		 Done Done 0.999978 4
8 Tensor<[1, 288, 14, 14]> input = ?,
Tensor<[672, 288, 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		 Done Done 0.999961 4
9 Tensor<[1, 288, 28, 28]> input = ?,
Tensor<[288, 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 = 18		 Done Done 0.99998 4
10 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		 Done Done 0.99998 4
11 Tensor<[1, 32, 112, 112]> 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		 Done Done 0.99999 4
12 Tensor<[1, 32, 112, 112]> 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		 Done Done 0.999991 4
13 Tensor<[1, 64, 112, 112]> 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		 Done Done 0.99998 4
14 Tensor<[1, 64, 56, 56]> input = ?,
Tensor<[128, 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		 Done Done 0.999986 4
15 Tensor<[1, 64, 56, 56]> input = ?,
Tensor<[128, 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		 Done Done 0.999987 4
16 Tensor<[1, 64, 56, 56]> 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		 Done Done 0.999986 4
17 Tensor<[1, 672, 14, 14]> input = ?,
Tensor<[672, 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 = 42		 Done Done 0.99998 4
18 Tensor<[1, 672, 7, 7]> input = ?,
Tensor<[672, 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 = 42		 Done Done 0.999982 4
19 Tensor<[1, 672, 7, 7]> input = ?,
Tensor<[672, 672, 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		 Done Done 0.99997 4

aten.mean.dim

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 672, 7, 7]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done Done 0.999997 0

aten.relu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128, 28, 28]> self = ? Done Done 1 0
1 Tensor<[1, 128, 56, 56]> self = ? Done Done 1 0
2 Tensor<[1, 288, 14, 14]> self = ? Done Done 1 0
3 Tensor<[1, 288, 28, 28]> self = ? Done Done 1 0
4 Tensor<[1, 32, 112, 112]> self = ? Done Done 1 0
5 Tensor<[1, 64, 112, 112]> self = ? Done Done 1 0
6 Tensor<[1, 64, 56, 56]> self = ? Done Done 1 0
7 Tensor<[1, 672, 14, 14]> self = ? Done Done 1 0
8 Tensor<[1, 672, 7, 7]> self = ? Done Done 1 0

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000, 672]> self = ? Done Done 1 0

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 672, 1, 1]> self = ?,
List[int] size = [1, 672]		 Done Done 1 -1