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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._to_copy.default 2 1 0 0 🚧 0.5
1 aten._unsafe_index.Tensor 1 0 0 0 ✘ 0
2 aten.add.Tensor 1 1 0 0 ✅ 1
3 aten.cat.default 1 0 1 0 ✅ 1
4 aten.clone.default 1 1 0 0 ✅ 1
5 aten.convolution.default 1 0 0 0 ✘ 0
6 aten.embedding.default 3 3 0 0 ✅ 1
7 aten.expand.default 1 0 0 0 ✘ 0
8 aten.native_layer_norm.default 1 1 0 0 ✅ 1
9 aten.select.int 4 3 1 0 ✅ 1
10 aten.slice.Tensor 11 2 9 0 ✅ 1
11 aten.stack.default 1 1 0 0 ✅ 1
12 aten.sum.dim_IntList 2 0 0 0 ✘ 0
13 aten.transpose.int 2 2 0 0 ✅ 1
14 aten.unsqueeze.default 1 1 0 0 ✅ 1
15 aten.view.default 3 3 0 0 ✅ 1

aten._to_copy.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 12, 16]> self = ?,
Optional[int] dtype = torch.int64		 None Fallback 1 -1
1 Tensor<[1, 1, 384, 512]> self = ?,
Optional[int] dtype = torch.float32		 Done Fallback 1 -1

aten._unsafe_index.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 384, 512]> self = ?,
List[Optional[Tensor]] indices = [None, None, _folded_unsqueeze_1, _folded__to_copy_2]		 None Unknown N/A N/A

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 8, 768]> self = ?,
Tensor<[1, 8, 768]> other = ?		 Done Done 0.999998 0

aten.cat.default

ATen Input Variations Status Isolated PCC Host
0 List[Tensor] tensors = [<[1, 768, 12, 16]>] Removed Done 1 -1

aten.clone.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 8, 768]> self = ? Done Done 1 0

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 3, 384, 512]> input = ?,
Tensor<[768, 3, 32, 32]> weight = ?,
Optional[Tensor]<[768]> bias = ?,
List[int] stride = [32, 32],
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.embedding.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[2, 768]> weight = ?,
Tensor<[1, 8]> indices = ?		 Done Done 1 0
1 Tensor<[30522, 768]> weight = ?,
Tensor<[1, 8]> indices = ?		 Done Done 1 0
2 Tensor<[40, 768]> weight = ?,
Tensor<[1, 8]> indices = ?		 Done Done 1 0

aten.expand.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[12, 1]> self = ?,
List[int] size = [12, 16]		 None Fallback 1 -1

aten.native_layer_norm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 8, 768]> input = ?,
List[int] normalized_shape = [768],
Optional[Tensor]<[768]> weight = ?,
Optional[Tensor]<[768]> bias = ?,
float eps = 1e-12		 Done Done N/A 1

aten.select.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 12, 16]> self = ?,
int dim = 1,
int index = 0		 Done Done 1 0
1 Tensor<[1, 12]> self = ?,
int dim = 1,
int index = 0		 Done Done 1 0
2 Tensor<[1, 16]> self = ?,
int dim = 1,
int index = 0		 Done Done 1 0
3 Tensor<[1]> self = ?,
int dim = 0,
int index = 0		 Removed Fallback 1 -1

aten.slice.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 12, 16]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
1 Tensor<[1, 1, 384, 512]> self = ?,
int dim = 2,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
2 Tensor<[1, 1, 384, 512]> self = ?,
int dim = 3,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
3 Tensor<[1, 12]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
4 Tensor<[1, 144, 768]> self = ?,
int dim = 2,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
5 Tensor<[1, 145, 768]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
6 Tensor<[1, 145, 768]> self = ?,
int dim = 1,
Optional[int] start = 1,
Optional[int] end = 9223372036854775807		 Done Done 1 -1
7 Tensor<[1, 16]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
8 Tensor<[1, 384, 512]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
9 Tensor<[1, 40]> self = ?,
int dim = 0,
Optional[int] start = 0,
Optional[int] end = 9223372036854775807		 Removed Done 1 -1
10 Tensor<[1, 40]> self = ?,
int dim = 1,
Optional[int] start = 0,
Optional[int] end = 8		 Done Done 1 -1

aten.stack.default

ATen Input Variations Status Isolated PCC Host
0 List[Tensor] tensors = [<[12, 16]>, _folded_expand_1],
int dim = -1		 Done Unknown N/A N/A

aten.sum.dim_IntList

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 12, 16]> self = ?,
Optional[List[int]] dim = [1]		 None Fallback 1 -1
1 Tensor<[1, 12, 16]> self = ?,
Optional[List[int]] dim = [2]		 None Fallback 1 -1

aten.transpose.int

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 144, 768]> self = ?,
int dim0 = 1,
int dim1 = 2		 Done Done 1 0
1 Tensor<[1, 768, 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, 384, 512]> self = ?,
int dim = 1		 Done Done 1 -1

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 768, 12, 16]> self = ?,
List[int] size = [1, 768, 192]		 Done Done 1 -1
1 Tensor<[1, 768, 144]> self = ?,
List[int] size = [1, 768, 12, 12]		 Done Done 1 -1
2 Tensor<[12]> self = ?,
List[int] size = [-1, 1]		 Done Done 1 -1