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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._softmax.default 1 1 0 0 ✅ 1
1 aten._to_copy.default 4 2 2 0 ✅ 1
2 aten._unsafe_index.Tensor 1 0 0 0 ✘ 0
3 aten.add.Tensor 10 10 0 0 ✅ 1
4 aten.addmm.default 3 3 0 0 ✅ 1
5 aten.bmm.default 2 2 0 0 ✅ 1
6 aten.cat.default 1 1 0 0 ✅ 1
7 aten.clamp.default 2 2 0 0 ✅ 1
8 aten.clone.default 4 0 4 0 ✅ 1
9 aten.convolution.default 1 1 0 0 ✅ 1
10 aten.div.Tensor 1 1 0 0 ✅ 1
11 aten.expand.default 4 0 4 0 ✅ 1
12 aten.floor.default 1 1 0 0 ✅ 1
13 aten.gelu.default 1 1 0 0 ✅ 1
14 aten.mul.Tensor 9 9 0 0 ✅ 1
15 aten.native_layer_norm.default 1 1 0 0 ✅ 1
16 aten.permute.default 4 4 0 0 ✅ 1
17 aten.rsub.Scalar 4 4 0 0 ✅ 1
18 aten.select.int 2 2 0 0 ✅ 1
19 aten.slice.Tensor 4 1 3 0 ✅ 1
20 aten.sub.Tensor 10 10 0 0 ✅ 1
21 aten.t.default 3 3 0 0 ✅ 1
22 aten.transpose.int 2 2 0 0 ✅ 1
23 aten.unsqueeze.default 1 1 0 0 ✅ 1
24 aten.view.default 14 14 0 0 ✅ 1

aten._softmax.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 257, 257]> self = ?,
int dim = -1,
bool half_to_float = False		 Done Unknown N/A N/A

aten._to_copy.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 16]> self = ?,
Optional[int] dtype = torch.int64		 Removed Unknown N/A N/A
1 Tensor<[1, 1, 16, 1]> self = ?,
Optional[int] dtype = torch.int64		 Removed Unknown N/A N/A
2 Tensor<[1, 768, 16, 16]> self = ?,
Optional[int] dtype = torch.bfloat16		 Done Unknown N/A N/A
3 Tensor<[1, 768, 37, 37]> self = ?,
Optional[int] dtype = torch.float32		 Done Unknown N/A N/A

aten._unsafe_index.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 768, 37, 37]> self = ?,
List[Optional[Tensor]] indices = [_folded_view_2, _folded_view_3, <[1, 1, 16, 1]>, <[1, 1, 1, 16]>]		 None Unknown N/A N/A

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = -6.0		 Done Unknown N/A N/A
1 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = 1		 Done Unknown N/A N/A
2 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = 1.0		 Done Unknown N/A N/A
3 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = 2		 Done Unknown N/A N/A
4 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = -6.0		 Done Unknown N/A N/A
5 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = 1		 Done Unknown N/A N/A
6 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = 1.0		 Done Unknown N/A N/A
7 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = 2		 Done Unknown N/A N/A
8 Tensor<[1, 257, 768]> self = ?,
Tensor<[1, 257, 768]> other = ?		 Done Unknown N/A N/A
9 Tensor<[1, 768, 16, 16]> self = ?,
Tensor<[1, 768, 16, 16]> other = ?		 Done Unknown N/A N/A

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[3072]> self = ?,
Tensor<[257, 768]> mat1 = ?,
Tensor<[768, 3072]> mat2 = ?		 Done Unknown N/A N/A
1 Tensor<[768]> self = ?,
Tensor<[257, 3072]> mat1 = ?,
Tensor<[3072, 768]> mat2 = ?		 Done Unknown N/A N/A
2 Tensor<[768]> self = ?,
Tensor<[257, 768]> mat1 = ?,
Tensor<[768, 768]> mat2 = ?		 Done Unknown N/A N/A

aten.bmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[12, 257, 257]> self = ?,
Tensor<[12, 257, 64]> mat2 = ?		 Done Unknown N/A N/A
1 Tensor<[12, 257, 64]> self = ?,
Tensor<[12, 64, 257]> mat2 = ?		 Done Unknown N/A N/A

aten.cat.default

ATen Input Variations Status Isolated PCC Host
0 List[Tensor] tensors = [<[1, 1, 768]>, <[1, 256, 768]>],
int dim = 1		 Done Unknown N/A N/A

aten.clamp.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 16]> self = ?,
Optional[number] min = 0,
Optional[number] max = 36		 Done Unknown N/A N/A
1 Tensor<[1, 1, 16, 1]> self = ?,
Optional[number] min = 0,
Optional[number] max = 36		 Done Unknown N/A N/A

aten.clone.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 257, 257]> self = ? Removed Unknown N/A N/A
1 Tensor<[1, 257, 12, 64]> self = ?,
Optional[int] memory_format = torch.contiguous_format		 Removed Unknown N/A N/A
2 Tensor<[1, 257, 768]> self = ? Removed Unknown N/A N/A
3 Tensor<[1, 768, 16, 16]> self = ?,
Optional[int] memory_format = torch.channels_last		 Removed Unknown N/A N/A

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 3, 224, 224]> input = ?,
Tensor<[768, 3, 14, 14]> weight = ?,
Optional[Tensor]<[768]> bias = ?,
List[int] stride = [14, 14],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Unknown N/A N/A

aten.div.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 257, 257]> self = ?,
Tensor other = 8.0		 Done Unknown N/A N/A

aten.expand.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 768]> self = ?,
List[int] size = [1, -1, -1]		 Removed Unknown N/A N/A
1 Tensor<[1, 12, 257, 257]> self = ?,
List[int] size = [1, 12, 257, 257]		 Removed Unknown N/A N/A
2 Tensor<[1, 12, 257, 64]> self = ?,
List[int] size = [1, 12, 257, 64]		 Removed Unknown N/A N/A
3 Tensor<[1, 12, 64, 257]> self = ?,
List[int] size = [1, 12, 64, 257]		 Removed Unknown N/A N/A

aten.floor.default

ATen Input Variations Status Isolated PCC Host
0 Tensor self = ? Done Unknown N/A N/A

aten.gelu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 257, 3072]> self = ? Done Unknown N/A N/A

aten.mul.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = -0.75		 Done Unknown N/A N/A
1 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = 1.25		 Done Unknown N/A N/A
2 Tensor<[1, 1, 1, 16]> self = ?,
Tensor<[1, 1, 1, 16]> other = ?		 Done Unknown N/A N/A
3 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = -0.75		 Done Unknown N/A N/A
4 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = 1.25		 Done Unknown N/A N/A
5 Tensor<[1, 1, 16, 1]> self = ?,
Tensor<[1, 1, 16, 1]> other = ?		 Done Unknown N/A N/A
6 Tensor<[1, 257, 768]> self = ?,
Tensor<[768]> other = ?		 Done Unknown N/A N/A
7 Tensor<[1, 768, 16, 16]> self = ?,
Tensor<[1, 1, 1, 16]> other = ?		 Done Unknown N/A N/A
8 Tensor<[1, 768, 16, 16]> self = ?,
Tensor<[1, 1, 16, 1]> other = ?		 Done Unknown N/A N/A

aten.native_layer_norm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 257, 768]> input = ?,
List[int] normalized_shape = [768],
Optional[Tensor]<[768]> weight = ?,
Optional[Tensor]<[768]> bias = ?,
float eps = 1e-06		 Done Unknown N/A N/A

aten.permute.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 257, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Unknown N/A N/A
1 Tensor<[1, 257, 12, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Unknown N/A N/A
2 Tensor<[1, 37, 37, 768]> self = ?,
List[int] dims = [0, 3, 1, 2]		 Done Unknown N/A N/A
3 Tensor<[1, 768, 16, 16]> self = ?,
List[int] dims = [0, 2, 3, 1]		 Done Unknown N/A N/A

aten.rsub.Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 16]> self = ?,
number other = 1.0		 Done Unknown N/A N/A
1 Tensor<[1, 1, 1, 16]> self = ?,
number other = 2.0		 Done Unknown N/A N/A
2 Tensor<[1, 1, 16, 1]> self = ?,
number other = 1.0		 Done Unknown N/A N/A
3 Tensor<[1, 1, 16, 1]> self = ?,
number other = 2.0		 Done Unknown N/A N/A

aten.select.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1370, 768]> self = ?,
int dim = 1,
int index = 0		 Done Unknown N/A N/A
1 Tensor<[1, 257, 768]> self = ?,
int dim = 1,
int index = 0		 Done Unknown N/A N/A

aten.slice.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1370, 768]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Unknown N/A N/A
1 Tensor<[1, 1370, 768]> self = ?,
int dim = 1,
Optional[int] start = 1,
Optional[int] end = 9223372036854775807		 Done Unknown N/A N/A
2 Tensor<[1, 257, 768]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Unknown N/A N/A
3 Tensor<[1, 768]> self = ?,
int dim = 1,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Unknown N/A N/A

aten.sub.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor self = ?,
Tensor<[1, 1, 1, 16]> other = ?		 Done Unknown N/A N/A
1 Tensor self = ?,
Tensor<[1, 1, 16, 1]> other = ?		 Done Unknown N/A N/A
2 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = -3.0		 Done Unknown N/A N/A
3 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = -3.75		 Done Unknown N/A N/A
4 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = 1		 Done Unknown N/A N/A
5 Tensor<[1, 1, 1, 16]> self = ?,
Tensor other = 2.25		 Done Unknown N/A N/A
6 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = -3.0		 Done Unknown N/A N/A
7 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = -3.75		 Done Unknown N/A N/A
8 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = 1		 Done Unknown N/A N/A
9 Tensor<[1, 1, 16, 1]> self = ?,
Tensor other = 2.25		 Done Unknown N/A N/A

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[3072, 768]> self = ? Done Unknown N/A N/A
1 Tensor<[768, 3072]> self = ? Done Unknown N/A N/A
2 Tensor<[768, 768]> self = ? Done Unknown N/A N/A

aten.transpose.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 257, 64]> self = ?,
int dim0 = -1,
int dim1 = -2		 Done Unknown N/A N/A
1 Tensor<[1, 768, 256]> self = ?,
int dim0 = 1,
int dim1 = 2		 Done Unknown N/A N/A

aten.unsqueeze.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 768]> self = ?,
int dim = 0		 Done Unknown N/A N/A

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 257, 257]> self = ?,
List[int] size = [12, 257, 257]		 Done Unknown N/A N/A
1 Tensor<[1, 12, 257, 64]> self = ?,
List[int] size = [12, 257, 64]		 Done Unknown N/A N/A
2 Tensor<[1, 12, 64, 257]> self = ?,
List[int] size = [12, 64, 257]		 Done Unknown N/A N/A
3 Tensor<[1, 1369, 768]> self = ?,
List[int] size = [1, 37, 37, 768]		 Done Unknown N/A N/A
4 Tensor<[1, 16, 16, 768]> self = ?,
List[int] size = [1, -1, 768]		 Done Unknown N/A N/A
5 Tensor<[1, 257, 12, 64]> self = ?,
List[int] size = [1, 257, 768]		 Done Unknown N/A N/A
6 Tensor<[1, 257, 3072]> self = ?,
List[int] size = [257, 3072]		 Done Unknown N/A N/A
7 Tensor<[1, 257, 768]> self = ?,
List[int] size = [1, 257, 12, 64]		 Done Unknown N/A N/A
8 Tensor<[1, 257, 768]> self = ?,
List[int] size = [257, 768]		 Done Unknown N/A N/A
9 Tensor<[1, 768, 16, 16]> self = ?,
List[int] size = [1, 768, 256]		 Done Unknown N/A N/A
10 Tensor<[12, 257, 257]> self = ?,
List[int] size = [1, 12, 257, 257]		 Done Unknown N/A N/A
11 Tensor<[12, 257, 64]> self = ?,
List[int] size = [1, 12, 257, 64]		 Done Unknown N/A N/A
12 Tensor<[257, 3072]> self = ?,
List[int] size = [1, 257, 3072]		 Done Unknown N/A N/A
13 Tensor<[257, 768]> self = ?,
List[int] size = [1, 257, 768]		 Done Unknown N/A N/A