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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.addmm.default 8 8 0 0 1
1 aten.detach.default 3 0 3 0 1
2 aten.mm.default 16 16 0 0 1
3 aten.relu.default 3 3 0 0 1
4 aten.sum.dim_IntList 5 0 0 0 0
5 aten.t.default 13 13 0 0 1
6 aten.threshold_backward.default 3 0 0 0 0
7 aten.view.default 5 5 0 0 1

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[128]> self = ?,
Tensor<[1, 64]> mat1 = ?,
Tensor<[64, 128]> mat2 = ?
Done Done 0.999984 0
1 Tensor<[128]> self = ?,
Tensor<[1, 784]> mat1 = ?,
Tensor<[784, 128]> mat2 = ?
Done Done 0.99997 0
2 Tensor<[12]> self = ?,
Tensor<[1, 3]> mat1 = ?,
Tensor<[3, 12]> mat2 = ?
Done Done 0.999987 0
3 Tensor<[12]> self = ?,
Tensor<[1, 64]> mat1 = ?,
Tensor<[64, 12]> mat2 = ?
Done Done 0.999983 0
4 Tensor<[3]> self = ?,
Tensor<[1, 12]> mat1 = ?,
Tensor<[12, 3]> mat2 = ?
Done Done 1 0
5 Tensor<[64]> self = ?,
Tensor<[1, 128]> mat1 = ?,
Tensor<[128, 64]> mat2 = ?
Done Done 0.999978 0
6 Tensor<[64]> self = ?,
Tensor<[1, 12]> mat1 = ?,
Tensor<[12, 64]> mat2 = ?
Done Done 0.999991 0
7 Tensor<[784]> self = ?,
Tensor<[1, 128]> mat1 = ?,
Tensor<[128, 784]> mat2 = ?
Done Done 0.999981 0

aten.detach.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> self = ? Removed Done 1 -1
1 Tensor<[1, 12]> self = ? Removed Done 1 -1
2 Tensor<[1, 64]> self = ? Removed Done 1 -1

aten.mm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> self = ?,
Tensor<[128, 64]> mat2 = ?
Done Done 0.999986 0
1 Tensor<[1, 128]> self = ?,
Tensor<[128, 784]> mat2 = ?
Done Done 0.999979 0
2 Tensor<[1, 12]> self = ?,
Tensor<[12, 3]> mat2 = ?
Done Done 0.999999 0
3 Tensor<[1, 12]> self = ?,
Tensor<[12, 64]> mat2 = ?
Done Done 0.999993 0
4 Tensor<[1, 3]> self = ?,
Tensor<[3, 12]> mat2 = ?
Done Done 0.999998 0
5 Tensor<[1, 64]> self = ?,
Tensor<[64, 128]> mat2 = ?
Done Done 0.999988 0
6 Tensor<[1, 64]> self = ?,
Tensor<[64, 12]> mat2 = ?
Done Done 0.999993 0
7 Tensor<[1, 784]> self = ?,
Tensor<[784, 128]> mat2 = ?
Done Done 0.999966 0
8 Tensor<[12, 1]> self = ?,
Tensor<[1, 3]> mat2 = ?
Done Done 0.999994 0
9 Tensor<[12, 1]> self = ?,
Tensor<[1, 64]> mat2 = ?
Done Done 0.999996 0
10 Tensor<[128, 1]> self = ?,
Tensor<[1, 64]> mat2 = ?
Done Done 0.999993 0
11 Tensor<[128, 1]> self = ?,
Tensor<[1, 784]> mat2 = ?
Done Done 0.999992 0
12 Tensor<[3, 1]> self = ?,
Tensor<[1, 12]> mat2 = ?
Done Done 0.999994 0
13 Tensor<[64, 1]> self = ?,
Tensor<[1, 128]> mat2 = ?
Done Done 0.999992 0
14 Tensor<[64, 1]> self = ?,
Tensor<[1, 12]> mat2 = ?
Done Done 0.999992 0
15 Tensor<[784, 1]> self = ?,
Tensor<[1, 128]> mat2 = ?
Done Done 0.999992 0

aten.relu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> self = ? Done Done 1 0
1 Tensor<[1, 12]> self = ? Done Done 1 0
2 Tensor<[1, 64]> self = ? Done Done 1 0

aten.sum.dim_IntList

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> self = ?,
Optional[List[int]] dim = [0],
bool keepdim = True
None Fallback 1 -1
1 Tensor<[1, 12]> self = ?,
Optional[List[int]] dim = [0],
bool keepdim = True
None Fallback 1 -1
2 Tensor<[1, 3]> self = ?,
Optional[List[int]] dim = [0],
bool keepdim = True
None Fallback 1 -1
3 Tensor<[1, 64]> self = ?,
Optional[List[int]] dim = [0],
bool keepdim = True
None Fallback 1 -1
4 Tensor<[1, 784]> self = ?,
Optional[List[int]] dim = [0],
bool keepdim = True
None Fallback 1 -1

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> self = ? Done Done 1 0
1 Tensor<[1, 12]> self = ? Done Done 1 0
2 Tensor<[1, 3]> self = ? Done Done 1 0
3 Tensor<[1, 64]> self = ? Done Done 1 0
4 Tensor<[1, 784]> self = ? Done Done 1 0
5 Tensor<[12, 3]> self = ? Done Done 1 0
6 Tensor<[12, 64]> self = ? Done Done 1 0
7 Tensor<[128, 64]> self = ? Done Done 1 0
8 Tensor<[128, 784]> self = ? Done Done 1 0
9 Tensor<[3, 12]> self = ? Done Done 1 0
10 Tensor<[64, 128]> self = ? Done Done 1 0
11 Tensor<[64, 12]> self = ? Done Done 1 0
12 Tensor<[784, 128]> self = ? Done Done 1 0

aten.threshold_backward.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> grad_output = ?,
Tensor<[1, 128]> self = ?,
number threshold = 0
None Fallback 1 -1
1 Tensor<[1, 12]> grad_output = ?,
Tensor<[1, 12]> self = ?,
number threshold = 0
None Fallback 1 -1
2 Tensor<[1, 64]> grad_output = ?,
Tensor<[1, 64]> self = ?,
number threshold = 0
None Fallback 1 -1

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 128]> self = ?,
List[int] size = [128]
Done Done 1 0
1 Tensor<[1, 12]> self = ?,
List[int] size = [12]
Done Done 1 0
2 Tensor<[1, 3]> self = ?,
List[int] size = [3]
Done Done 1 0
3 Tensor<[1, 64]> self = ?,
List[int] size = [64]
Done Done 1 0
4 Tensor<[1, 784]> self = ?,
List[int] size = [784]
Done Done 1 0