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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 12 12 0 0 ✅ 1
1 aten.add.Tensor 6 6 0 0 ✅ 1
2 aten.addmm.default 1 1 0 0 ✅ 1
3 aten.clone.default 1 0 1 0 ✅ 1
4 aten.convolution.default 33 33 0 0 ✅ 1
5 aten.mean.dim 1 1 0 0 ✅ 1
6 aten.relu.default 12 12 0 0 ✅ 1
7 aten.t.default 1 1 0 0 ✅ 1
8 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, 1024, 10, 10]> input = ?,
Optional[Tensor]<[1024]> weight = ?,
Optional[Tensor]<[1024]> bias = ?,
Tensor<[1024]> running_mean = ?,
Tensor<[1024]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 0
1 Tensor<[1, 1024, 19, 19]> input = ?,
Optional[Tensor]<[1024]> weight = ?,
Optional[Tensor]<[1024]> bias = ?,
Tensor<[1024]> running_mean = ?,
Tensor<[1024]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999989 0
2 Tensor<[1, 128, 150, 150]> input = ?,
Optional[Tensor]<[128]> weight = ?,
Optional[Tensor]<[128]> bias = ?,
Tensor<[128]> running_mean = ?,
Tensor<[128]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 0
3 Tensor<[1, 128, 75, 75]> input = ?,
Optional[Tensor]<[128]> weight = ?,
Optional[Tensor]<[128]> bias = ?,
Tensor<[128]> running_mean = ?,
Tensor<[128]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 0
4 Tensor<[1, 1536, 10, 10]> input = ?,
Optional[Tensor]<[1536]> weight = ?,
Optional[Tensor]<[1536]> bias = ?,
Tensor<[1536]> running_mean = ?,
Tensor<[1536]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 0
5 Tensor<[1, 2048, 10, 10]> input = ?,
Optional[Tensor]<[2048]> weight = ?,
Optional[Tensor]<[2048]> bias = ?,
Tensor<[2048]> running_mean = ?,
Tensor<[2048]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 0
6 Tensor<[1, 256, 38, 38]> input = ?,
Optional[Tensor]<[256]> weight = ?,
Optional[Tensor]<[256]> bias = ?,
Tensor<[256]> running_mean = ?,
Tensor<[256]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999986 0
7 Tensor<[1, 256, 75, 75]> input = ?,
Optional[Tensor]<[256]> weight = ?,
Optional[Tensor]<[256]> bias = ?,
Tensor<[256]> running_mean = ?,
Tensor<[256]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 0
8 Tensor<[1, 32, 150, 150]> input = ?,
Optional[Tensor]<[32]> weight = ?,
Optional[Tensor]<[32]> bias = ?,
Tensor<[32]> running_mean = ?,
Tensor<[32]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999987 0
9 Tensor<[1, 64, 150, 150]> input = ?,
Optional[Tensor]<[64]> weight = ?,
Optional[Tensor]<[64]> bias = ?,
Tensor<[64]> running_mean = ?,
Tensor<[64]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999986 0
10 Tensor<[1, 728, 19, 19]> input = ?,
Optional[Tensor]<[728]> weight = ?,
Optional[Tensor]<[728]> bias = ?,
Tensor<[728]> running_mean = ?,
Tensor<[728]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999987 0
11 Tensor<[1, 728, 38, 38]> input = ?,
Optional[Tensor]<[728]> weight = ?,
Optional[Tensor]<[728]> bias = ?,
Tensor<[728]> running_mean = ?,
Tensor<[728]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999987 0

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1024, 10, 10]> self = ?,
Tensor<[1, 1024, 10, 10]> other = ?		 Done Done 0.999998 0
1 Tensor<[1, 128, 75, 75]> self = ?,
Tensor<[1, 128, 75, 75]> other = ?		 Done Done 0.999998 0
2 Tensor<[1, 256, 38, 38]> self = ?,
Tensor<[1, 256, 38, 38]> other = ?		 Done Done 0.999998 0
3 Tensor<[1, 256, 75, 75]> self = ?,
Tensor<[1, 256, 75, 75]> other = ?		 Done Done 0.999998 0
4 Tensor<[1, 728, 19, 19]> self = ?,
Tensor<[1, 728, 19, 19]> other = ?		 Done Done 0.999998 0
5 Tensor<[1, 728, 38, 38]> self = ?,
Tensor<[1, 728, 38, 38]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000]> self = ?,
Tensor<[1, 2048]> mat1 = ?,
Tensor<[2048, 1000]> mat2 = ?		 Done Done 0.999954 0

aten.clone.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 2048]> self = ? Removed Done 1 0

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1024, 10, 10]> input = ?,
Tensor<[1024, 1, 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 = 1024		 Done Done 0.999984 0
1 Tensor<[1, 1024, 10, 10]> input = ?,
Tensor<[1024, 1024, 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 0.999966 0
2 Tensor<[1, 1024, 10, 10]> input = ?,
Tensor<[1536, 1024, 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 0.999966 0
3 Tensor<[1, 1024, 19, 19]> input = ?,
Tensor<[1024, 1, 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 = 1024		 Done Done 0.999985 0
4 Tensor<[1, 128, 150, 150]> input = ?,
Tensor<[128, 1, 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 = 128		 Done Done 0.999983 0
5 Tensor<[1, 128, 150, 150]> input = ?,
Tensor<[128, 1, 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 = 128		 Done Done 0.999983 0
6 Tensor<[1, 128, 150, 150]> 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 0
7 Tensor<[1, 128, 75, 75]> input = ?,
Tensor<[128, 1, 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 = 128		 Done Done 0.999983 0
8 Tensor<[1, 128, 75, 75]> 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 0
9 Tensor<[1, 128, 75, 75]> input = ?,
Tensor<[256, 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 0
10 Tensor<[1, 1536, 10, 10]> input = ?,
Tensor<[1536, 1, 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 = 1536		 Done Done 0.999984 0
11 Tensor<[1, 1536, 10, 10]> input = ?,
Tensor<[1536, 1536, 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 0.99996 0
12 Tensor<[1, 1536, 10, 10]> input = ?,
Tensor<[2048, 1536, 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 0.99996 0
13 Tensor<[1, 256, 38, 38]> input = ?,
Tensor<[256, 1, 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 = 256		 Done Done 0.999983 0
14 Tensor<[1, 256, 38, 38]> input = ?,
Tensor<[256, 256, 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 0.999975 0
15 Tensor<[1, 256, 38, 38]> input = ?,
Tensor<[728, 256, 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 0.999979 0
16 Tensor<[1, 256, 75, 75]> input = ?,
Tensor<[256, 1, 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 = 256		 Done Done 0.999983 0
17 Tensor<[1, 256, 75, 75]> input = ?,
Tensor<[256, 1, 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 = 256		 Done Done 0.999983 0
18 Tensor<[1, 256, 75, 75]> input = ?,
Tensor<[256, 256, 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 0.999975 0
19 Tensor<[1, 256, 75, 75]> input = ?,
Tensor<[256, 256, 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 0.999965 0
20 Tensor<[1, 3, 299, 299]> 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 0
21 Tensor<[1, 32, 150, 150]> input = ?,
Tensor<[64, 32, 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 = 1		 Done Done 0.999961 0
22 Tensor<[1, 64, 150, 150]> 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 0
23 Tensor<[1, 64, 150, 150]> 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 0.999988 0
24 Tensor<[1, 64, 150, 150]> input = ?,
Tensor<[64, 1, 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 = 64		 Done Done 0.999984 0
25 Tensor<[1, 728, 19, 19]> input = ?,
Tensor<[1024, 728, 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 0.999968 0
26 Tensor<[1, 728, 19, 19]> input = ?,
Tensor<[1024, 728, 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 0.999893 0
27 Tensor<[1, 728, 19, 19]> input = ?,
Tensor<[728, 1, 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 = 728		 Done Done 0.999984 0
28 Tensor<[1, 728, 19, 19]> input = ?,
Tensor<[728, 728, 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 0.999968 0
29 Tensor<[1, 728, 38, 38]> input = ?,
Tensor<[728, 1, 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 = 728		 Done Done 0.999983 0
30 Tensor<[1, 728, 38, 38]> input = ?,
Tensor<[728, 1, 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 = 728		 Done Done 0.999983 0
31 Tensor<[1, 728, 38, 38]> input = ?,
Tensor<[728, 728, 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 0.999968 0
32 Tensor<[1, 728, 38, 38]> input = ?,
Tensor<[728, 728, 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 0.999893 0

aten.mean.dim

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 2048, 10, 10]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done Done 0.999996 0

aten.relu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1024, 10, 10]> self = ? Done Done 1 0
1 Tensor<[1, 1024, 19, 19]> self = ? Done Done 1 0
2 Tensor<[1, 128, 150, 150]> self = ? Done Done 1 0
3 Tensor<[1, 128, 75, 75]> self = ? Done Done 1 0
4 Tensor<[1, 1536, 10, 10]> self = ? Done Done 1 0
5 Tensor<[1, 2048, 10, 10]> self = ? Done Done 1 0
6 Tensor<[1, 256, 38, 38]> self = ? Done Done 1 0
7 Tensor<[1, 256, 75, 75]> self = ? Done Done 1 0
8 Tensor<[1, 32, 150, 150]> self = ? Done Done 1 0
9 Tensor<[1, 64, 150, 150]> self = ? Done Done 1 0
10 Tensor<[1, 728, 19, 19]> self = ? Done Done 1 0
11 Tensor<[1, 728, 38, 38]> self = ? Done Done 1 0

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000, 2048]> self = ? Done Done 1 0

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 2048, 1, 1]> self = ?,
List[int] size = [1, 2048]		 Done Done 1 0