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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.add.Tensor 1 1 0 0 ✅ 1
2 aten.addmm.default 3 3 0 0 ✅ 1
3 aten.bmm.default 2 2 0 0 ✅ 1
4 aten.clone.default 3 3 0 0 ✅ 1
5 aten.div.Tensor 1 1 0 0 ✅ 1
6 aten.embedding.default 2 0 0 0 ✘ 0
7 aten.eq.Scalar 1 0 0 0 ✘ 0
8 aten.expand.default 4 1 0 0 🚧 0.25
9 aten.gelu.default 1 1 0 0 ✅ 1
10 aten.lift_fresh_copy.default 1 0 0 0 ✘ 0
11 aten.masked_fill.Tensor 1 0 0 0 ✘ 0
12 aten.native_layer_norm.default 1 1 0 0 ✅ 1
13 aten.slice.Tensor 2 1 0 0 🚧 0.5
14 aten.t.default 3 3 0 0 ✅ 1
15 aten.transpose.int 3 3 0 0 ✅ 1
16 aten.view.default 12 10 0 2 🚧 0.83

aten._softmax.default

ATen Input Variations Status
0 Tensor<[1, 12, 16, 16]> self = ?,
int dim = -1,
bool half_to_float = False		 Done

aten.add.Tensor

ATen Input Variations Status
0 Tensor<[1, 16, 768]> self = ?,
Tensor<[1, 16, 768]> other = ?		 Done

aten.addmm.default

ATen Input Variations Status
0 Tensor<[3072]> self = ?,
Tensor<[16, 768]> mat1 = ?,
Tensor<[768, 3072]> mat2 = ?		 Done
1 Tensor<[768]> self = ?,
Tensor<[16, 3072]> mat1 = ?,
Tensor<[3072, 768]> mat2 = ?		 Done
2 Tensor<[768]> self = ?,
Tensor<[16, 768]> mat1 = ?,
Tensor<[768, 768]> mat2 = ?		 Done

aten.bmm.default

ATen Input Variations Status
0 Tensor<[12, 16, 16]> self = ?,
Tensor<[12, 16, 64]> mat2 = ?		 Done
1 Tensor<[12, 16, 64]> self = ?,
Tensor<[12, 64, 16]> mat2 = ?		 Done

aten.clone.default

ATen Input Variations Status
0 Tensor<[1, 12, 16, 16]> self = ? Done
1 Tensor<[1, 16, 12, 64]> self = ?,
Optional[int] memory_format = torch.contiguous_format		 Done
2 Tensor<[1, 16, 768]> self = ? Done

aten.div.Tensor

ATen Input Variations Status
0 Tensor<[1, 12, 16, 64]> self = ?,
Tensor other = 8.0		 Done

aten.embedding.default

ATen Input Variations Status
0 Tensor<[30522, 768]> weight = ?,
Tensor<[1, 16]> indices = ?,
int padding_idx = 0		 None
1 Tensor<[512, 768]> weight = ?,
Tensor<[1, 16]> indices = ?		 None

aten.eq.Scalar

ATen Input Variations Status
0 Tensor<[1, 16]> self = ?,
number other = 0		 None

aten.expand.default

ATen Input Variations Status
0 Tensor<[1, 1, 1, 16]> self = ?,
List[int] size = [1, 12, 16, 16]		 Done
1 Tensor<[1, 12, 16, 16]> self = ?,
List[int] size = [1, 12, 16, 16]		 Unknown
2 Tensor<[1, 12, 16, 64]> self = ?,
List[int] size = [1, 12, 16, 64]		 Unknown
3 Tensor<[1, 12, 64, 16]> self = ?,
List[int] size = [1, 12, 64, 16]		 Unknown

aten.gelu.default

ATen Input Variations Status
0 Tensor<[1, 16, 3072]> self = ? Done

aten.lift_fresh_copy.default

ATen Input Variations Status
0 Tensor self = ? None

aten.masked_fill.Tensor

ATen Input Variations Status
0 Tensor<[1, 12, 16, 16]> self = ?,
Tensor<[1, 12, 16, 16]> mask = ?,
Tensor<[]> value = ?		 None

aten.native_layer_norm.default

ATen Input Variations Status
0 Tensor<[1, 16, 768]> input = ?,
List[int] normalized_shape = [768],
Optional[Tensor]<[768]> weight = ?,
Optional[Tensor]<[768]> bias = ?,
float eps = 1e-12		 Done

aten.slice.Tensor

ATen Input Variations Status
0 Tensor<[1, 512]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Unknown
1 Tensor<[1, 512]> self = ?,
int dim = 1,
Optional[int] start = 0,
Optional[int] end = 16		 Done

aten.t.default

ATen Input Variations Status
0 Tensor<[3072, 768]> self = ? Done
1 Tensor<[768, 3072]> self = ? Done
2 Tensor<[768, 768]> self = ? Done

aten.transpose.int

ATen Input Variations Status
0 Tensor<[1, 12, 16, 64]> self = ?,
int dim0 = 1,
int dim1 = 2		 Done
1 Tensor<[1, 12, 16, 64]> self = ?,
int dim0 = 2,
int dim1 = 3		 Done
2 Tensor<[1, 16, 12, 64]> self = ?,
int dim0 = 1,
int dim1 = 2		 Done

aten.view.default

ATen Input Variations Status
0 Tensor<[1, 12, 16, 16]> self = ?,
List[int] size = [12, 16, 16]		 Done
1 Tensor<[1, 12, 16, 64]> self = ?,
List[int] size = [12, 16, 64]		 Done
2 Tensor<[1, 12, 64, 16]> self = ?,
List[int] size = [12, 64, 16]		 Done
3 Tensor<[1, 16, 12, 64]> self = ?,
List[int] size = [1, -1, 768]		 Fallback
4 Tensor<[1, 16, 3072]> self = ?,
List[int] size = [16, 3072]		 Done
5 Tensor<[1, 16, 768]> self = ?,
List[int] size = [1, -1, 12, 64]		 Fallback
6 Tensor<[1, 16, 768]> self = ?,
List[int] size = [16, 768]		 Done
7 Tensor<[1, 16]> self = ?,
List[int] size = [1, 1, 1, 16]		 Done
8 Tensor<[12, 16, 16]> self = ?,
List[int] size = [1, 12, 16, 16]		 Done
9 Tensor<[12, 16, 64]> self = ?,
List[int] size = [1, 12, 16, 64]		 Done
10 Tensor<[16, 3072]> self = ?,
List[int] size = [1, 16, 3072]		 Done
11 Tensor<[16, 768]> self = ?,
List[int] size = [1, 16, 768]		 Done