Skip to content

Latest commit

 

History

History
118 lines (117 loc) · 24 KB

input_variations.md

File metadata and controls

118 lines (117 loc) · 24 KB

High Level Operations Status

Operations Input Variations Converted Removed Fallback Completed Score
0 aten._native_batch_norm_legit_no_training.default 19 19 0 0 ✅ 1
1 aten.add.Tensor 5 5 0 0 ✅ 1
2 aten.addmm.default 1 1 0 0 ✅ 1
3 aten.constant_pad_nd.default 5 5 0 0 ✅ 1
4 aten.convolution.default 32 30 0 0 🚧 0.94
5 aten.hardtanh.default 12 12 0 0 ✅ 1
6 aten.mean.dim 1 1 0 0 ✅ 1
7 aten.t.default 1 1 0 0 ✅ 1
8 aten.view.default 1 1 0 0 ✅ 1

aten._native_batch_norm_legit_no_training.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 112, 24, 24]> input = ?,
Optional[Tensor]<[112]> weight = ?,
Optional[Tensor]<[112]> bias = ?,
Tensor<[112]> running_mean = ?,
Tensor<[112]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999985 5
1 Tensor<[1, 1280, 12, 12]> input = ?,
Optional[Tensor]<[1280]> weight = ?,
Optional[Tensor]<[1280]> bias = ?,
Tensor<[1280]> running_mean = ?,
Tensor<[1280]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 5
2 Tensor<[1, 144, 190, 190]> input = ?,
Optional[Tensor]<[144]> weight = ?,
Optional[Tensor]<[144]> bias = ?,
Tensor<[144]> running_mean = ?,
Tensor<[144]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 5
3 Tensor<[1, 144, 95, 95]> input = ?,
Optional[Tensor]<[144]> weight = ?,
Optional[Tensor]<[144]> bias = ?,
Tensor<[144]> running_mean = ?,
Tensor<[144]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999989 5
4 Tensor<[1, 160, 24, 24]> input = ?,
Optional[Tensor]<[160]> weight = ?,
Optional[Tensor]<[160]> bias = ?,
Tensor<[160]> running_mean = ?,
Tensor<[160]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 5
5 Tensor<[1, 1632, 12, 12]> input = ?,
Optional[Tensor]<[1632]> weight = ?,
Optional[Tensor]<[1632]> bias = ?,
Tensor<[1632]> running_mean = ?,
Tensor<[1632]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999989 5
6 Tensor<[1, 192, 48, 48]> input = ?,
Optional[Tensor]<[192]> weight = ?,
Optional[Tensor]<[192]> bias = ?,
Tensor<[192]> running_mean = ?,
Tensor<[192]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 5
7 Tensor<[1, 192, 95, 95]> input = ?,
Optional[Tensor]<[192]> weight = ?,
Optional[Tensor]<[192]> bias = ?,
Tensor<[192]> running_mean = ?,
Tensor<[192]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999989 5
8 Tensor<[1, 24, 190, 190]> input = ?,
Optional[Tensor]<[24]> weight = ?,
Optional[Tensor]<[24]> bias = ?,
Tensor<[24]> running_mean = ?,
Tensor<[24]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 5
9 Tensor<[1, 272, 12, 12]> input = ?,
Optional[Tensor]<[272]> weight = ?,
Optional[Tensor]<[272]> bias = ?,
Tensor<[272]> running_mean = ?,
Tensor<[272]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999989 5
10 Tensor<[1, 32, 190, 190]> input = ?,
Optional[Tensor]<[32]> weight = ?,
Optional[Tensor]<[32]> bias = ?,
Tensor<[32]> running_mean = ?,
Tensor<[32]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 5
11 Tensor<[1, 32, 95, 95]> input = ?,
Optional[Tensor]<[32]> weight = ?,
Optional[Tensor]<[32]> bias = ?,
Tensor<[32]> running_mean = ?,
Tensor<[32]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999986 5
12 Tensor<[1, 336, 24, 24]> input = ?,
Optional[Tensor]<[336]> weight = ?,
Optional[Tensor]<[336]> bias = ?,
Tensor<[336]> running_mean = ?,
Tensor<[336]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 5
13 Tensor<[1, 336, 48, 48]> input = ?,
Optional[Tensor]<[336]> weight = ?,
Optional[Tensor]<[336]> bias = ?,
Tensor<[336]> running_mean = ?,
Tensor<[336]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 5
14 Tensor<[1, 448, 12, 12]> input = ?,
Optional[Tensor]<[448]> weight = ?,
Optional[Tensor]<[448]> bias = ?,
Tensor<[448]> running_mean = ?,
Tensor<[448]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 5
15 Tensor<[1, 56, 48, 48]> input = ?,
Optional[Tensor]<[56]> weight = ?,
Optional[Tensor]<[56]> bias = ?,
Tensor<[56]> running_mean = ?,
Tensor<[56]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999993 5
16 Tensor<[1, 672, 24, 24]> input = ?,
Optional[Tensor]<[672]> weight = ?,
Optional[Tensor]<[672]> bias = ?,
Tensor<[672]> running_mean = ?,
Tensor<[672]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.99999 5
17 Tensor<[1, 960, 12, 12]> input = ?,
Optional[Tensor]<[960]> weight = ?,
Optional[Tensor]<[960]> bias = ?,
Tensor<[960]> running_mean = ?,
Tensor<[960]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999988 5
18 Tensor<[1, 960, 24, 24]> input = ?,
Optional[Tensor]<[960]> weight = ?,
Optional[Tensor]<[960]> bias = ?,
Tensor<[960]> running_mean = ?,
Tensor<[960]> running_var = ?,
float momentum = 0.1,
float eps = 0.001		 Done Done 0.999989 5

aten.add.Tensor

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 112, 24, 24]> self = ?,
Tensor<[1, 112, 24, 24]> other = ?		 Done Done 0.999998 0
1 Tensor<[1, 160, 24, 24]> self = ?,
Tensor<[1, 160, 24, 24]> other = ?		 Done Done 0.999998 0
2 Tensor<[1, 272, 12, 12]> self = ?,
Tensor<[1, 272, 12, 12]> other = ?		 Done Done 0.999998 0
3 Tensor<[1, 32, 95, 95]> self = ?,
Tensor<[1, 32, 95, 95]> other = ?		 Done Done 0.999998 0
4 Tensor<[1, 56, 48, 48]> self = ?,
Tensor<[1, 56, 48, 48]> other = ?		 Done Done 0.999998 0

aten.addmm.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000]> self = ?,
Tensor<[1, 1280]> mat1 = ?,
Tensor<[1280, 1000]> mat2 = ?		 Done Done 0.999961 0

aten.constant_pad_nd.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 144, 190, 190]> self = ?,
List[int] pad = [0, 1, 0, 1],
number value = 0.0		 Done Done 1 0
1 Tensor<[1, 192, 95, 95]> self = ?,
List[int] pad = [2, 2, 2, 2],
number value = 0.0		 Done Done 1 0
2 Tensor<[1, 3, 380, 380]> self = ?,
List[int] pad = [0, 1, 0, 1],
number value = 0.0		 Done Done 1 0
3 Tensor<[1, 336, 48, 48]> self = ?,
List[int] pad = [0, 1, 0, 1],
number value = 0.0		 Done Done 1 0
4 Tensor<[1, 960, 24, 24]> self = ?,
List[int] pad = [1, 2, 1, 2],
number value = 0.0		 Done Done 1 0

aten.convolution.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 112, 24, 24]> input = ?,
Tensor<[672, 112, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999985 4
1 Tensor<[1, 144, 191, 191]> input = ?,
Tensor<[144, 1, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 144		 Done Done 0.999983 4
2 Tensor<[1, 144, 95, 95]> input = ?,
Tensor<[32, 144, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999984 4
3 Tensor<[1, 160, 24, 24]> input = ?,
Tensor<[960, 160, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999982 4
4 Tensor<[1, 1632, 12, 12]> input = ?,
Tensor<[1632, 1, 3, 3]> weight = ?,
Optional[Tensor] 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 = 1632		 Done Done 0.999984 4
5 Tensor<[1, 1632, 12, 12]> input = ?,
Tensor<[1632, 1, 5, 5]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [2, 2],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1632		 Done Done 0.999963 4
6 Tensor<[1, 1632, 12, 12]> input = ?,
Tensor<[272, 1632, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.99995 4
7 Tensor<[1, 1632, 12, 12]> input = ?,
Tensor<[448, 1632, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999949 4
8 Tensor<[1, 192, 48, 48]> input = ?,
Tensor<[56, 192, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999977 4
9 Tensor<[1, 192, 95, 95]> input = ?,
Tensor<[192, 1, 3, 3]> weight = ?,
Optional[Tensor] 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 = 192		 Done Done 0.999983 4
10 Tensor<[1, 192, 95, 95]> input = ?,
Tensor<[32, 192, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999977 4
11 Tensor<[1, 192, 99, 99]> input = ?,
Tensor<[192, 1, 5, 5]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 192		 Done Done 0.999958 4
12 Tensor<[1, 24, 190, 190]> input = ?,
Tensor<[144, 24, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999989 4
13 Tensor<[1, 272, 12, 12]> input = ?,
Tensor<[1632, 272, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.99998 4
14 Tensor<[1, 3, 381, 381]> input = ?,
Tensor<[32, 3, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999982 4
15 Tensor<[1, 32, 190, 190]> input = ?,
Tensor<[24, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999989 4
16 Tensor<[1, 32, 190, 190]> input = ?,
Tensor<[32, 1, 3, 3]> weight = ?,
Optional[Tensor] 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 = 32		 Done Done 0.999983 4
17 Tensor<[1, 32, 95, 95]> input = ?,
Tensor<[192, 32, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999989 4
18 Tensor<[1, 336, 24, 24]> input = ?,
Tensor<[112, 336, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999979 4
19 Tensor<[1, 336, 48, 48]> input = ?,
Tensor<[336, 1, 5, 5]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [2, 2],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 336		 Done Done 0.99996 4
20 Tensor<[1, 336, 48, 48]> input = ?,
Tensor<[56, 336, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999979 4
21 Tensor<[1, 336, 49, 49]> input = ?,
Tensor<[336, 1, 3, 3]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 336		 Done Done 0.999983 4
22 Tensor<[1, 448, 12, 12]> input = ?,
Tensor<[1280, 448, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999972 4
23 Tensor<[1, 56, 48, 48]> input = ?,
Tensor<[336, 56, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999986 4
24 Tensor<[1, 672, 24, 24]> input = ?,
Tensor<[112, 672, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999969 4
25 Tensor<[1, 672, 24, 24]> input = ?,
Tensor<[160, 672, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.99997 4
26 Tensor<[1, 672, 24, 24]> input = ?,
Tensor<[672, 1, 3, 3]> weight = ?,
Optional[Tensor] 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 = 672		 Done Done 0.999984 4
27 Tensor<[1, 672, 24, 24]> input = ?,
Tensor<[672, 1, 5, 5]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [2, 2],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 672		 Done Done 0.99996 4
28 Tensor<[1, 960, 12, 12]> input = ?,
Tensor<[272, 960, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999963 4
29 Tensor<[1, 960, 24, 24]> input = ?,
Tensor<[160, 960, 1, 1]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 1		 Done Done 0.999967 4
30 Tensor<[1, 960, 24, 24]> input = ?,
Tensor<[960, 1, 5, 5]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [1, 1],
List[int] padding = [2, 2],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 960		 None Fallback 1 -1
31 Tensor<[1, 960, 27, 27]> input = ?,
Tensor<[960, 1, 5, 5]> weight = ?,
Optional[Tensor] bias = ?,
List[int] stride = [2, 2],
List[int] padding = [0, 0],
List[int] dilation = [1, 1],
bool transposed = False,
List[int] output_padding = [0, 0],
int groups = 960		 None Fallback 1 -1

aten.hardtanh.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1280, 12, 12]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
1 Tensor<[1, 144, 190, 190]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
2 Tensor<[1, 144, 95, 95]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
3 Tensor<[1, 1632, 12, 12]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
4 Tensor<[1, 192, 48, 48]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
5 Tensor<[1, 192, 95, 95]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
6 Tensor<[1, 32, 190, 190]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
7 Tensor<[1, 336, 24, 24]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
8 Tensor<[1, 336, 48, 48]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
9 Tensor<[1, 672, 24, 24]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
10 Tensor<[1, 960, 12, 12]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0
11 Tensor<[1, 960, 24, 24]> self = ?,
number min_val = 0.0,
number max_val = 6.0		 Done Done 1 0

aten.mean.dim

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1280, 12, 12]> self = ?,
Optional[List[int]] dim = [-1, -2],
bool keepdim = True		 Done Done 0.999995 0

aten.t.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1000, 1280]> self = ? Done Done 1 0

aten.view.default

ATen Input Variations Status Isolated PCC Host
0 Tensor<[1, 1280, 1, 1]> self = ?,
List[int] size = [1, 1280]		 Done Done 1 -1