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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 1 1 0 0 ✅ 1
2 aten.add.Tensor 2 2 0 0 ✅ 1
3 aten.addmm.default 4 4 0 0 ✅ 1
4 aten.bmm.default 2 2 0 0 ✅ 1
5 aten.clone.default 4 4 0 0 ✅ 1
6 aten.div.Tensor 1 1 0 0 ✅ 1
7 aten.embedding.default 3 3 0 0 ✅ 1
8 aten.expand.default 3 0 3 0 ✅ 1
9 aten.gelu.default 1 1 0 0 ✅ 1
10 aten.mul.Tensor 1 1 0 0 ✅ 1
11 aten.native_layer_norm.default 1 1 0 0 ✅ 1
12 aten.permute.default 2 2 0 0 ✅ 1
13 aten.rsub.Scalar 1 1 0 0 ✅ 1
14 aten.slice.Tensor 4 1 3 0 ✅ 1
15 aten.split.Tensor 1 1 0 0 ✅ 1
16 aten.squeeze.dim 1 1 0 0 ✅ 1
17 aten.t.default 4 4 0 0 ✅ 1
18 aten.transpose.int 1 1 0 0 ✅ 1
19 aten.unsqueeze.default 2 2 0 0 ✅ 1
20 aten.view.default 12 12 0 0 ✅ 1

aten._softmax.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 256]> self = ?,
int dim = -1,
bool half_to_float = False		 Done Done 0.999599 0

aten._to_copy.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 256]> self = ?,
Optional[int] dtype = torch.bfloat16		 Done Fallback 1 -1

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 256]> self = ?,
Tensor<[1, 1, 1, 256]> other = ?		 Done Done 0.999998 0
1 Tensor<[1, 256, 1024]> self = ?,
Tensor<[1, 256, 1024]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1024]> self = ?,
Tensor<[256, 1024]> mat1 = ?,
Tensor<[1024, 1024]> mat2 = ?		 Done Done 0.999964 0
1 Tensor<[1024]> self = ?,
Tensor<[256, 4096]> mat1 = ?,
Tensor<[4096, 1024]> mat2 = ?		 Done Done 0.999932 0
2 Tensor<[2]> self = ?,
Tensor<[256, 1024]> mat1 = ?,
Tensor<[1024, 2]> mat2 = ?		 Done Done 0.999864 0
3 Tensor<[4096]> self = ?,
Tensor<[256, 1024]> mat1 = ?,
Tensor<[1024, 4096]> mat2 = ?		 Done Done 0.999964 0

aten.bmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[16, 256, 256]> self = ?,
Tensor<[16, 256, 64]> mat2 = ?		 Done Done 0.999965 0
1 Tensor<[16, 256, 64]> self = ?,
Tensor<[16, 64, 256]> mat2 = ?		 Done Done 0.999988 0

aten.clone.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 256]> self = ? Done Done 1 0
1 Tensor<[1, 256, 1024]> self = ? Done Done 1 0
2 Tensor<[1, 256, 16, 64]> self = ?,
Optional[int] memory_format = torch.contiguous_format		 Done Done 1 0
3 Tensor<[1, 256]> self = ?,
Optional[int] memory_format = torch.contiguous_format		 Done Done 1 0

aten.div.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 256]> self = ?,
Tensor other = 8.0		 Done Done 1 0

aten.embedding.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[2, 1024]> weight = ?,
Tensor<[1, 256]> indices = ?		 Done Done 1 0
1 Tensor<[30522, 1024]> weight = ?,
Tensor<[1, 256]> indices = ?,
int padding_idx = 0		 Done Done 1 0
2 Tensor<[512, 1024]> weight = ?,
Tensor<[1, 256]> indices = ?		 Done Done 1 0

aten.expand.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 256]> self = ?,
List[int] size = [1, 16, 256, 256]		 Removed Done 1 -1
1 Tensor<[1, 16, 256, 64]> self = ?,
List[int] size = [1, 16, 256, 64]		 Removed Done 1 -1
2 Tensor<[1, 16, 64, 256]> self = ?,
List[int] size = [1, 16, 64, 256]		 Removed Done 1 -1

aten.gelu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 256, 4096]> self = ? Done Done 0.999991 0

aten.mul.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 256]> self = ?,
Tensor other = -3.3895313892515355e+38		 Done Done 0.999995 0

aten.native_layer_norm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 256, 1024]> input = ?,
List[int] normalized_shape = [1024],
Optional[Tensor]<[1024]> weight = ?,
Optional[Tensor]<[1024]> bias = ?,
float eps = 1e-12		 Done Done N/A 1

aten.permute.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Done 1 0
1 Tensor<[1, 256, 16, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Done 1 0

aten.rsub.Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 256]> self = ?,
number other = 1.0		 Done Done 0.999994 0

aten.slice.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 256]> self = ?,
int dim = 3,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
1 Tensor<[1, 256]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
2 Tensor<[1, 512]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
3 Tensor<[1, 512]> self = ?,
int dim = 1,
Optional[int] start = 0,
Optional[int] end = 256		 Done Done 1 -1

aten.split.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 256, 2]> self = ?,
int split_size = 1,
int dim = -1		 Done Done 1 1

aten.squeeze.dim

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 256, 1]> self = ?,
int dim = -1		 Done Done 1 -1

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1024, 1024]> self = ? Done Done 1 0
1 Tensor<[1024, 4096]> self = ? Done Done 1 0
2 Tensor<[2, 1024]> self = ? Done Done 1 0
3 Tensor<[4096, 1024]> self = ? Done Done 1 0

aten.transpose.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 64]> self = ?,
int dim0 = -1,
int dim1 = -2		 Done Done 1 0

aten.unsqueeze.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 256]> self = ?,
int dim = 2		 Done Done 1 -1
1 Tensor<[1, 256]> self = ?,
int dim = 1		 Done Done 1 -1

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 256, 256]> self = ?,
List[int] size = [16, 256, 256]		 Done Done 1 -1
1 Tensor<[1, 16, 256, 64]> self = ?,
List[int] size = [16, 256, 64]		 Done Done 1 -1
2 Tensor<[1, 16, 64, 256]> self = ?,
List[int] size = [16, 64, 256]		 Done Done 1 -1
3 Tensor<[1, 256, 1024]> self = ?,
List[int] size = [1, 256, 16, 64]		 Done Done 1 -1
4 Tensor<[1, 256, 1024]> self = ?,
List[int] size = [256, 1024]		 Done Done 1 -1
5 Tensor<[1, 256, 16, 64]> self = ?,
List[int] size = [1, 256, 1024]		 Done Done 1 -1
6 Tensor<[1, 256, 4096]> self = ?,
List[int] size = [256, 4096]		 Done Done 1 -1
7 Tensor<[16, 256, 256]> self = ?,
List[int] size = [1, 16, 256, 256]		 Done Done 1 -1
8 Tensor<[16, 256, 64]> self = ?,
List[int] size = [1, 16, 256, 64]		 Done Done 1 -1
9 Tensor<[256, 1024]> self = ?,
List[int] size = [1, 256, 1024]		 Done Done 1 -1
10 Tensor<[256, 2]> self = ?,
List[int] size = [1, 256, 2]		 Done Done 1 -1
11 Tensor<[256, 4096]> self = ?,
List[int] size = [1, 256, 4096]		 Done Done 1 -1