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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 2 1 1 0 ✅ 1
2 aten.add.Tensor 4 4 0 0 ✅ 1
3 aten.addmm.default 4 4 0 0 ✅ 1
4 aten.argmax.default 1 0 0 0 ✘ 0
5 aten.bmm.default 2 2 0 0 ✅ 1
6 aten.clone.default 3 3 0 0 ✅ 1
7 aten.div.Tensor 1 1 0 0 ✅ 1
8 aten.embedding.default 2 2 0 0 ✅ 1
9 aten.eq.Scalar 1 1 0 0 ✅ 1
10 aten.expand.default 3 0 3 0 ✅ 1
11 aten.full.default 2 0 1 0 🚧 0.5
12 aten.index.Tensor 1 0 0 0 ✘ 0
13 aten.mm.default 1 1 0 0 ✅ 1
14 aten.mul.Tensor 5 5 0 0 ✅ 1
15 aten.native_layer_norm.default 1 1 0 0 ✅ 1
16 aten.permute.default 2 2 0 0 ✅ 1
17 aten.pow.Tensor_Scalar 1 1 0 0 ✅ 1
18 aten.remainder.Scalar 1 1 0 0 ✅ 1
19 aten.rsub.Scalar 1 1 0 0 ✅ 1
20 aten.slice.Tensor 6 2 4 0 ✅ 1
21 aten.split.Tensor 1 1 0 0 ✅ 1
22 aten.sub.Tensor 1 1 0 0 ✅ 1
23 aten.t.default 1 1 0 0 ✅ 1
24 aten.tanh.default 1 1 0 0 ✅ 1
25 aten.transpose.int 1 1 0 0 ✅ 1
26 aten.unsqueeze.default 2 2 0 0 ✅ 1
27 aten.view.default 17 17 0 0 ✅ 1
28 aten.where.self 1 0 0 0 ✘ 0

aten._softmax.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 7, 7]> self = ?,
int dim = -1,
bool half_to_float = False		 Done Done 0.999594 0

aten._to_copy.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 7]> self = ?,
Optional[int] dtype = torch.bfloat16		 Done Fallback 1 -1
1 Tensor<[1, 7]> self = ?,
Optional[int] dtype = torch.int32		 Removed Fallback 1 -1

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 7, 7]> self = ?,
Tensor<[1, 1, 1, 7]> other = ?		 Done Done 0.999998 0
1 Tensor<[1, 7, 3072]> self = ?,
Tensor other = 1.0		 Done Done 0.999995 0
2 Tensor<[1, 7, 3072]> self = ?,
Tensor<[1, 7, 3072]> other = ?		 Done Done 0.999998 0
3 Tensor<[1, 7, 768]> self = ?,
Tensor<[1, 7, 768]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[2304]> self = ?,
Tensor<[7, 768]> mat1 = ?,
Tensor<[768, 2304]> mat2 = ?		 Done Done 0.999967 0
1 Tensor<[3072]> self = ?,
Tensor<[7, 768]> mat1 = ?,
Tensor<[768, 3072]> mat2 = ?		 Done Done 0.999967 0
2 Tensor<[768]> self = ?,
Tensor<[7, 3072]> mat1 = ?,
Tensor<[3072, 768]> mat2 = ?		 Done Done 0.999942 0
3 Tensor<[768]> self = ?,
Tensor<[7, 768]> mat1 = ?,
Tensor<[768, 768]> mat2 = ?		 Done Done 0.999965 0

aten.argmax.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7]> self = ?,
Optional[int] dim = -1		 None Fallback 1 -1

aten.bmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[12, 7, 64]> self = ?,
Tensor<[12, 64, 7]> mat2 = ?		 Done Done 0.999985 0
1 Tensor<[12, 7, 7]> self = ?,
Tensor<[12, 7, 64]> mat2 = ?		 Done Done 0.999991 0

aten.clone.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 7, 7]> self = ? Done Done 1 0
1 Tensor<[1, 7, 12, 64]> self = ?,
Optional[int] memory_format = torch.contiguous_format		 Done Done 1 0
2 Tensor<[1, 7, 768]> self = ? Done Done 1 0

aten.div.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 7, 7]> self = ?,
Tensor<[]> other = ?		 Done Fallback 1 -1

aten.embedding.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1024, 768]> weight = ?,
Tensor indices = ?		 Done Unknown N/A N/A
1 Tensor<[50257, 768]> weight = ?,
Tensor<[1, 7]> indices = ?		 Done Done 1.0 0

aten.eq.Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7]> self = ?,
number other = 50256		 Done Done 1 0

aten.expand.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 64, 7]> self = ?,
List[int] size = [1, 12, 64, 7]		 Removed Done 1 -1
1 Tensor<[1, 12, 7, 64]> self = ?,
List[int] size = [1, 12, 7, 64]		 Removed Done 1 -1
2 Tensor<[1, 12, 7, 7]> self = ?,
List[int] size = [1, 12, 7, 7]		 Removed Done 1 -1

aten.full.default

ATen Input Variations Status Isolated PCC Host
0 List[int] size = [],
number fill_value = -3.3895313892515355e+38,
Optional[int] dtype = torch.bfloat16,
Optional[Device] device = cpu,
Optional[bool] pin_memory = False		 None Fallback 1 -1
1 List[int] size = [],
number fill_value = 8.0,
Optional[int] dtype = torch.bfloat16,
Optional[Device] device = cpu,
Optional[bool] pin_memory = False		 Removed Fallback 1 -1

aten.index.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7, 2]> self = ?,
List[Optional[Tensor]] indices = [_folded_arange_1, <[1]>]		 None Unknown N/A N/A

aten.mm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[7, 768]> self = ?,
Tensor<[768, 2]> mat2 = ?		 Done Done 0.99994 0

aten.mul.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 7]> self = ?,
Tensor other = -3.3895313892515355e+38		 Done Done 0.999995 0
1 Tensor<[1, 7, 3072]> self = ?,
Tensor other = 0.044715		 Done Done 0.999995 0
2 Tensor<[1, 7, 3072]> self = ?,
Tensor other = 0.5		 Done Done 1 0
3 Tensor<[1, 7, 3072]> self = ?,
Tensor other = 0.7978845608028654		 Done Done 0.999997 0
4 Tensor<[1, 7, 3072]> self = ?,
Tensor<[1, 7, 3072]> other = ?		 Done Done 0.999996 0

aten.native_layer_norm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7, 768]> input = ?,
List[int] normalized_shape = [768],
Optional[Tensor]<[768]> weight = ?,
Optional[Tensor]<[768]> bias = ?,
float eps = 1e-05		 Done Done N/A 1

aten.permute.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 7, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Done 1 0
1 Tensor<[1, 7, 12, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Done 1 0

aten.pow.Tensor_Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7, 3072]> self = ?,
number exponent = 3.0		 Done Done 0.999996 0

aten.remainder.Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1]> self = ?,
number other = 7		 Done Done 1 0

aten.rsub.Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 7]> self = ?,
number other = 1.0		 Done Done 0.99999 0

aten.slice.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 7]> self = ?,
int dim = 3,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
1 Tensor<[1, 1, 1024, 1024]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
2 Tensor<[1, 1, 1024, 1024]> self = ?,
int dim = 1,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
3 Tensor<[1, 1, 1024, 1024]> self = ?,
int dim = 2,
Optional[int] start = 0,
Optional[int] end = 7		 Done Done 1 -1
4 Tensor<[1, 1, 7, 1024]> self = ?,
int dim = 3,
Optional[int] start = 0,
Optional[int] end = 7		 Done Done 1 -1
5 Tensor<[1, 7]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1

aten.split.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7, 2304]> self = ?,
int split_size = 768,
int dim = 2		 Done Done 1 1

aten.sub.Tensor

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

aten.t.default

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

aten.tanh.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 7, 3072]> self = ? Done Done 0.998435 0

aten.transpose.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 7, 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, 7]> self = ?,
int dim = 2		 Done Done 1 -1
1 Tensor<[1, 7]> self = ?,
int dim = 1		 Done Done 1 -1

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 64, 7]> self = ?,
List[int] size = [12, 64, 7]		 Done Done 1 -1
1 Tensor<[1, 12, 7, 64]> self = ?,
List[int] size = [12, 7, 64]		 Done Done 1 -1
2 Tensor<[1, 12, 7, 7]> self = ?,
List[int] size = [12, 7, 7]		 Done Done 1 -1
3 Tensor<[1, 7, 12, 64]> self = ?,
List[int] size = [1, 7, 768]		 Done Done 1 -1
4 Tensor<[1, 7, 3072]> self = ?,
List[int] size = [-1, 3072]		 Done Done 1 -1
5 Tensor<[1, 7, 768]> self = ?,
List[int] size = [-1, 7, 768]		 Done Done 1 -1
6 Tensor<[1, 7, 768]> self = ?,
List[int] size = [-1, 768]		 Done Done 1 -1
7 Tensor<[1, 7, 768]> self = ?,
List[int] size = [1, 7, 12, 64]		 Done Done 1 -1
8 Tensor<[1, 7, 768]> self = ?,
List[int] size = [7, 768]		 Done Done 1 -1
9 Tensor<[1, 7]> self = ?,
List[int] size = [-1, 7]		 Done Done 1 -1
10 Tensor<[1, 7]> self = ?,
List[int] size = [1, -1]		 Done Done 1 -1
11 Tensor<[12, 7, 64]> self = ?,
List[int] size = [1, 12, 7, 64]		 Done Done 1 -1
12 Tensor<[12, 7, 7]> self = ?,
List[int] size = [1, 12, 7, 7]		 Done Done 1 -1
13 Tensor<[7, 2304]> self = ?,
List[int] size = [1, 7, 2304]		 Done Done 1 -1
14 Tensor<[7, 2]> self = ?,
List[int] size = [1, 7, 2]		 Done Done 1 -1
15 Tensor<[7, 3072]> self = ?,
List[int] size = [1, 7, 3072]		 Done Done 1 -1
16 Tensor<[7, 768]> self = ?,
List[int] size = [1, 7, 768]		 Done Done 1 -1

aten.where.self

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 7, 7]> condition = ?,
Tensor<[1, 12, 7, 7]> self = ?,
Tensor<[]> other = ?		 None Fallback 1 -1