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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.convolution.default 4 4 0 0 1
1 aten.max_pool2d_with_indices.default 2 1 0 0 🚧 0.5
2 aten.relu.default 3 3 0 0 1

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1, 28, 28]> input = ?,
Tensor<[16, 1, 3, 3]> weight = ?,
Optional[Tensor]<[16]> bias = ?,
List[int] stride = [1, 1],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1
Done Done 0.999983 1
1 Tensor<[1, 16, 14, 14]> input = ?,
Tensor<[16, 1, 2, 2]> weight = ?,
Optional[Tensor]<[1]> bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = True,
List[int] output_padding = [0, 0],
int groups = 1
Done Done 0.999992 1
2 Tensor<[1, 16, 14, 14]> input = ?,
Tensor<[4, 16, 3, 3]> weight = ?,
Optional[Tensor]<[4]> bias = ?,
List[int] stride = [1, 1],
List[int] padding = [1, 1],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1
Done Done 0.999981 1
3 Tensor<[1, 4, 7, 7]> input = ?,
Tensor<[4, 16, 2, 2]> weight = ?,
Optional[Tensor]<[16]> bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = True,
List[int] output_padding = [0, 0],
int groups = 1
Done Done 0.999995 1

aten.max_pool2d_with_indices.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 28, 28]> self = ?,
List[int] kernel_size = [2, 2],
List[int] stride = [2, 2]
Done Done 1 0
1 Tensor<[1, 4, 14, 14]> self = ?,
List[int] kernel_size = [2, 2],
List[int] stride = [2, 2]
None Fallback 1 -1

aten.relu.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 16, 14, 14]> self = ? Done Done 1 0
1 Tensor<[1, 16, 28, 28]> self = ? Done Done 1 0
2 Tensor<[1, 4, 14, 14]> self = ? Done Done 1 0