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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, 1344, 14, 14]> input = ?,
Optional[Tensor]<[1344]> weight = ?,
Optional[Tensor]<[1344]> bias = ?,
Tensor<[1344]> running_mean = ?,
Tensor<[1344]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999989 0
1 Tensor<[1, 1344, 28, 28]> input = ?,
Optional[Tensor]<[1344]> weight = ?,
Optional[Tensor]<[1344]> bias = ?,
Tensor<[1344]> running_mean = ?,
Tensor<[1344]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999988 0
2 Tensor<[1, 2520, 14, 14]> input = ?,
Optional[Tensor]<[2520]> weight = ?,
Optional[Tensor]<[2520]> bias = ?,
Tensor<[2520]> running_mean = ?,
Tensor<[2520]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.99999 0
3 Tensor<[1, 2520, 7, 7]> input = ?,
Optional[Tensor]<[2520]> weight = ?,
Optional[Tensor]<[2520]> bias = ?,
Tensor<[2520]> running_mean = ?,
Tensor<[2520]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999989 0
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 0.999989 0
5 Tensor<[1, 336, 112, 112]> input = ?,
Optional[Tensor]<[336]> weight = ?,
Optional[Tensor]<[336]> bias = ?,
Tensor<[336]> running_mean = ?,
Tensor<[336]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.999987 0
6 Tensor<[1, 336, 56, 56]> input = ?,
Optional[Tensor]<[336]> weight = ?,
Optional[Tensor]<[336]> bias = ?,
Tensor<[336]> running_mean = ?,
Tensor<[336]> running_var = ?,
float momentum = 0.1,
float eps = 1e-05		 Done Done 0.99999 0
7 Tensor<[1, 672, 28, 28]> 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 0.99999 0
8 Tensor<[1, 672, 56, 56]> 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 0.99999 0

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1344, 14, 14]> self = ?,
Tensor<[1, 1344, 14, 14]> other = ?		 Done Done 0.999998 0
1 Tensor<[1, 2520, 7, 7]> self = ?,
Tensor<[1, 2520, 7, 7]> other = ?		 Done Done 0.999998 0
2 Tensor<[1, 336, 56, 56]> self = ?,
Tensor<[1, 336, 56, 56]> other = ?		 Done Done 0.999998 0
3 Tensor<[1, 672, 28, 28]> self = ?,
Tensor<[1, 672, 28, 28]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000]> self = ?,
Tensor<[1, 2520]> mat1 = ?,
Tensor<[2520, 1000]> mat2 = ?		 Done Done 0.999924 0

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1344, 14, 14]> input = ?,
Tensor<[1344, 1344, 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 0.999962 0
1 Tensor<[1, 1344, 14, 14]> input = ?,
Tensor<[1344, 168, 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 0.999743 0
2 Tensor<[1, 1344, 14, 14]> input = ?,
Tensor<[2520, 1344, 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 0.999962 0
3 Tensor<[1, 1344, 14, 14]> input = ?,
Tensor<[2520, 1344, 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 0.999774 0
4 Tensor<[1, 1344, 28, 28]> input = ?,
Tensor<[1344, 168, 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 0.999738 0
5 Tensor<[1, 2520, 14, 14]> input = ?,
Tensor<[2520, 168, 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 = 15		 Done Done 0.999741 0
6 Tensor<[1, 2520, 7, 7]> input = ?,
Tensor<[2520, 2520, 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 0.99993 0
7 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 0.999981 0
8 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[336, 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 0.999989 0
9 Tensor<[1, 32, 112, 112]> input = ?,
Tensor<[336, 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 0
10 Tensor<[1, 336, 112, 112]> input = ?,
Tensor<[336, 168, 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		 Done Done 0.999727 0
11 Tensor<[1, 336, 56, 56]> input = ?,
Tensor<[336, 168, 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		 Done Done 0.999731 0
12 Tensor<[1, 336, 56, 56]> input = ?,
Tensor<[336, 336, 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
13 Tensor<[1, 336, 56, 56]> input = ?,
Tensor<[672, 336, 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
14 Tensor<[1, 336, 56, 56]> input = ?,
Tensor<[672, 336, 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 0.999955 0
15 Tensor<[1, 672, 28, 28]> input = ?,
Tensor<[1344, 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 0
16 Tensor<[1, 672, 28, 28]> input = ?,
Tensor<[1344, 672, 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 0.999904 0
17 Tensor<[1, 672, 28, 28]> input = ?,
Tensor<[672, 168, 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		 Done Done 0.999736 0
18 Tensor<[1, 672, 28, 28]> 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 0
19 Tensor<[1, 672, 56, 56]> input = ?,
Tensor<[672, 168, 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 0.999731 0

aten.mean.dim

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 2520, 7, 7]> 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, 1344, 14, 14]> self = ? Done Done 1 0
1 Tensor<[1, 1344, 28, 28]> self = ? Done Done 1 0
2 Tensor<[1, 2520, 14, 14]> self = ? Done Done 1 0
3 Tensor<[1, 2520, 7, 7]> self = ? Done Done 1 0
4 Tensor<[1, 32, 112, 112]> self = ? Done Done 1 0
5 Tensor<[1, 336, 112, 112]> self = ? Done Done 1 0
6 Tensor<[1, 336, 56, 56]> self = ? Done Done 1 0
7 Tensor<[1, 672, 28, 28]> self = ? Done Done 1 0
8 Tensor<[1, 672, 56, 56]> self = ? Done Done 1 0

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000, 2520]> self = ? Done Done 1 0

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 2520, 1, 1]> self = ?,
List[int] size = [1, 2520]		 Done Done 1 0