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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 6 6 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 0 0 0 ✘ 0
10 aten.div.Tensor 1 1 0 0 ✅ 1
11 aten.expand.default 5 0 5 0 ✅ 1
12 aten.floor.default 1 1 0 0 ✅ 1
13 aten.gelu.default 1 1 0 0 ✅ 1
14 aten.mul.Tensor 8 8 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.relu.default 1 1 0 0 ✅ 1
18 aten.rsub.Scalar 4 4 0 0 ✅ 1
19 aten.select.int 1 1 0 0 ✅ 1
20 aten.sigmoid.default 1 1 0 0 ✅ 1
21 aten.slice.Tensor 9 3 6 0 ✅ 1
22 aten.sub.Tensor 10 10 0 0 ✅ 1
23 aten.t.default 5 5 0 0 ✅ 1
24 aten.transpose.int 3 3 0 0 ✅ 1
25 aten.unsqueeze.default 1 1 0 0 ✅ 1
26 aten.view.default 17 17 0 0 ✅ 1

aten._softmax.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 3, 1445, 1445]> self = ?,
int dim = -1,
bool half_to_float = False		 Done Done 0.999566 0

aten._to_copy.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 42]> self = ?,
Optional[int] dtype = torch.int64		 Removed Fallback 1 -1
1 Tensor<[1, 1, 32, 1]> self = ?,
Optional[int] dtype = torch.int64		 Removed Fallback 1 -1
2 Tensor<[1, 192, 32, 42]> self = ?,
Optional[int] dtype = torch.bfloat16		 Done Fallback 1 -1
3 Tensor<[1, 192, 50, 83]> self = ?,
Optional[int] dtype = torch.float32		 Done Fallback 1 -1

aten._unsafe_index.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 192, 50, 83]> self = ?,
List[Optional[Tensor]] indices = [_folded_view_2, _folded_view_3, <[1, 1, 32, 1]>, <[1, 1, 1, 42]>]		 None Unknown N/A N/A

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = -6.0		 Done Done 0.999991 0
1 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = 1		 Done Done 0.999995 0
2 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = 1.0		 Done Done 0.999995 0
3 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = 2		 Done Done 0.99999 0
4 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = -6.0		 Done Done 0.999915 0
5 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = 1		 Done Done 0.999994 0
6 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = 1.0		 Done Done 0.999996 0
7 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = 2		 Done Done 0.999999 0
8 Tensor<[1, 1445, 192]> self = ?,
Tensor<[1, 1445, 192]> other = ?		 Done Done 0.999998 0
9 Tensor<[1, 192, 32, 42]> self = ?,
Tensor<[1, 192, 32, 42]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[192]> self = ?,
Tensor<[100, 192]> mat1 = ?,
Tensor<[192, 192]> mat2 = ?		 Done Done 0.999979 0
1 Tensor<[192]> self = ?,
Tensor<[1445, 192]> mat1 = ?,
Tensor<[192, 192]> mat2 = ?		 Done Done 0.999976 0
2 Tensor<[192]> self = ?,
Tensor<[1445, 768]> mat1 = ?,
Tensor<[768, 192]> mat2 = ?		 Done Done 0.999967 0
3 Tensor<[4]> self = ?,
Tensor<[100, 192]> mat1 = ?,
Tensor<[192, 4]> mat2 = ?		 Done Done 0.999976 0
4 Tensor<[768]> self = ?,
Tensor<[1445, 192]> mat1 = ?,
Tensor<[192, 768]> mat2 = ?		 Done Done 0.99998 0
5 Tensor<[92]> self = ?,
Tensor<[100, 192]> mat1 = ?,
Tensor<[192, 92]> mat2 = ?		 Done Done 0.99998 0

aten.bmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[3, 1445, 1445]> self = ?,
Tensor<[3, 1445, 64]> mat2 = ?		 Done Done 0.999963 0
1 Tensor<[3, 1445, 64]> self = ?,
Tensor<[3, 64, 1445]> mat2 = ?		 Done Done 0.999986 0

aten.cat.default

ATen Input Variations Status Isolated PCC Host
0 List[Tensor] tensors = [<[1, 1, 192]>, <[1, 1344, 192]>, <[1, 100, 192]>],
int dim = 1		 Done Done 1 0

aten.clamp.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 42]> self = ?,
Optional[number] min = 0,
Optional[number] max = 82		 Done Done 1 0
1 Tensor<[1, 1, 32, 1]> self = ?,
Optional[number] min = 0,
Optional[number] max = 49		 Done Done 1 0

aten.clone.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1445, 192]> self = ? Removed Done 1 0
1 Tensor<[1, 1445, 3, 64]> self = ?,
Optional[int] memory_format = torch.contiguous_format		 Removed Done 1 0
2 Tensor<[1, 192, 32, 42]> self = ?,
Optional[int] memory_format = torch.channels_last		 Removed Done 1 0
3 Tensor<[1, 3, 1445, 1445]> self = ? Removed Done 1 0

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 3, 512, 672]> input = ?,
Tensor<[192, 3, 16, 16]> weight = ?,
Optional[Tensor]<[192]> bias = ?,
List[int] stride = [16, 16],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 None Fallback 1 -1

aten.div.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 3, 1445, 1445]> self = ?,
Tensor other = 8.0		 Done Done 1 0

aten.expand.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 192]> self = ?,
List[int] size = [1, -1, -1]		 Removed Done 1 -1
1 Tensor<[1, 100, 192]> self = ?,
List[int] size = [1, -1, -1]		 Removed Done 1 -1
2 Tensor<[1, 3, 1445, 1445]> self = ?,
List[int] size = [1, 3, 1445, 1445]		 Removed Done 1 -1
3 Tensor<[1, 3, 1445, 64]> self = ?,
List[int] size = [1, 3, 1445, 64]		 Removed Done 1 -1
4 Tensor<[1, 3, 64, 1445]> self = ?,
List[int] size = [1, 3, 64, 1445]		 Removed Done 1 -1

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, 1445, 768]> self = ? Done Done 0.999991 0

aten.mul.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = -0.75		 Done Done 0.999996 0
1 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = 1.25		 Done Done 0.999998 0
2 Tensor<[1, 1, 1, 42]> self = ?,
Tensor<[1, 1, 1, 42]> other = ?		 Done Done 0.999997 0
3 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = -0.75		 Done Done 1 0
4 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = 1.25		 Done Done 0.999999 0
5 Tensor<[1, 1, 32, 1]> self = ?,
Tensor<[1, 1, 32, 1]> other = ?		 Done Done 1 0
6 Tensor<[1, 192, 32, 42]> self = ?,
Tensor<[1, 1, 1, 42]> other = ?		 Done Done 0.999996 0
7 Tensor<[1, 192, 32, 42]> self = ?,
Tensor<[1, 1, 32, 1]> other = ?		 Done Done 0.999997 0

aten.native_layer_norm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1445, 192]> input = ?,
List[int] normalized_shape = [192],
Optional[Tensor]<[192]> weight = ?,
Optional[Tensor]<[192]> bias = ?,
float eps = 1e-12		 Done Done N/A 1

aten.permute.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1445, 3, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Done 1 0
1 Tensor<[1, 3, 1445, 64]> self = ?,
List[int] dims = [0, 2, 1, 3]		 Done Done 1 0

aten.relu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 100, 192]> self = ? Done Done 1 0

aten.rsub.Scalar

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 1, 42]> self = ?,
number other = 1.0		 Done Done 0.999991 0
1 Tensor<[1, 1, 1, 42]> self = ?,
number other = 2.0		 Done Done 0.999983 0
2 Tensor<[1, 1, 32, 1]> self = ?,
number other = 1.0		 Done Done 0.999993 0
3 Tensor<[1, 1, 32, 1]> self = ?,
number other = 2.0		 Done Done 0.999977 0

aten.select.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 4251, 192]> self = ?,
int dim = 1,
int index = 0		 Done Done 1 0

aten.sigmoid.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 100, 4]> self = ? Done Done 0.999767 0

aten.slice.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 100, 192]> self = ?,
int dim = 2,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
1 Tensor<[1, 1445, 192]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
2 Tensor<[1, 1445, 192]> self = ?,
int dim = 1,
Optional[int] start = -100,
Optional[int] end = 9223372036854775807		 Done Done 1 0
3 Tensor<[1, 192]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
4 Tensor<[1, 192]> self = ?,
int dim = 1,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
5 Tensor<[1, 4150, 192]> self = ?,
int dim = 2,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
6 Tensor<[1, 4251, 192]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
7 Tensor<[1, 4251, 192]> self = ?,
int dim = 1,
Optional[int] start = -100,
Optional[int] end = 9223372036854775807		 Done Done 1 0
8 Tensor<[1, 4251, 192]> self = ?,
int dim = 1,
Optional[int] start = 1,
Optional[int] end = -100		 Done Done 1 0

aten.sub.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor self = ?,
Tensor<[1, 1, 1, 42]> other = ?		 Done Unknown N/A N/A
1 Tensor self = ?,
Tensor<[1, 1, 32, 1]> other = ?		 Done Unknown N/A N/A
2 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = -3.0		 Done Done 0.9999845090781712 0
3 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = -3.75		 Done Done 0.9999878473726258 0
4 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = 1		 Done Done 0.9999982683241317 0
5 Tensor<[1, 1, 1, 42]> self = ?,
Tensor other = 2.25		 Done Done 0.9999880654325307 0
6 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = -3.0		 Done Done 0.9999960535416649 0
7 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = -3.75		 Done Done 0.9999684061281263 0
8 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = 1		 Done Done 0.9999990847951479 0
9 Tensor<[1, 1, 32, 1]> self = ?,
Tensor other = 2.25		 Done Done 0.9999819400170006 0

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[192, 192]> self = ? Done Done 1 0
1 Tensor<[192, 768]> self = ? Done Done 1 0
2 Tensor<[4, 192]> self = ? Done Done 1 0
3 Tensor<[768, 192]> self = ? Done Done 1 0
4 Tensor<[92, 192]> self = ? Done Done 1 0

aten.transpose.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 192, 1344]> self = ?,
int dim0 = 1,
int dim1 = 2		 Done Done 1 0
1 Tensor<[1, 3, 1445, 64]> self = ?,
int dim0 = -1,
int dim1 = -2		 Done Done 1 0
2 Tensor<[1, 4150, 192]> self = ?,
int dim0 = 1,
int dim1 = 2		 Done Done 1 0

aten.unsqueeze.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 192]> self = ?,
int dim = 1		 Done Done 1 0

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 100, 192]> self = ?,
List[int] size = [100, 192]		 Done Done 1 0
1 Tensor<[1, 1445, 192]> self = ?,
List[int] size = [1, 1445, 3, 64]		 Done Done 1 0
2 Tensor<[1, 1445, 192]> self = ?,
List[int] size = [1445, 192]		 Done Done 1 0
3 Tensor<[1, 1445, 3, 64]> self = ?,
List[int] size = [1, 1445, 192]		 Done Done 1 0
4 Tensor<[1, 1445, 768]> self = ?,
List[int] size = [1445, 768]		 Done Done 1 0
5 Tensor<[1, 192, 32, 42]> self = ?,
List[int] size = [1, 192, 1344]		 Done Done 1 0
6 Tensor<[1, 192, 4150]> self = ?,
List[int] size = [1, 192, 50, 83]		 Done Done 1 0
7 Tensor<[1, 3, 1445, 1445]> self = ?,
List[int] size = [3, 1445, 1445]		 Done Done 1 0
8 Tensor<[1, 3, 1445, 64]> self = ?,
List[int] size = [3, 1445, 64]		 Done Done 1 0
9 Tensor<[1, 3, 64, 1445]> self = ?,
List[int] size = [3, 64, 1445]		 Done Done 1 0
10 Tensor<[100, 192]> self = ?,
List[int] size = [1, 100, 192]		 Done Done 1 0
11 Tensor<[100, 4]> self = ?,
List[int] size = [1, 100, 4]		 Done Done 1 0
12 Tensor<[100, 92]> self = ?,
List[int] size = [1, 100, 92]		 Done Done 1 0
13 Tensor<[1445, 192]> self = ?,
List[int] size = [1, 1445, 192]		 Done Done 1 0
14 Tensor<[1445, 768]> self = ?,
List[int] size = [1, 1445, 768]		 Done Done 1 0
15 Tensor<[3, 1445, 1445]> self = ?,
List[int] size = [1, 3, 1445, 1445]		 Done Done 1 0
16 Tensor<[3, 1445, 64]> self = ?,
List[int] size = [1, 3, 1445, 64]		 Done Done 1 0