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Benchmarks
INT8 Winograd Convolution on Winograd Convolution Random Pairs Uniform [-1, 1]
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0.013
Standard INT8 Relative L2 Error
Standard Winograd
-1.58248
9.18701
19.9565
30.72599
Dec 20, 2025
Standard INT8 Relative L2 Error
Discovered INT8 Relative L2 Error
Improvement Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
Standard INT8 Relative L2 Error
Discovered INT8 Relative L2 Error
Improvement Ratio
Standard Winograd
Tile=F(2,3)
2025.12
0.013
-
-
Standard Winograd
Tile=F(4,3)
2025.12
0.071
-
-
Standard Winograd
Tile=F(8,3)
2025.12
1
-
-
Standard Winograd
Tile=F(6,3)
2025.12
39.9
-
-
NOVA
Tile=F(2,3)
2025.12
-
0.012
1.1
NOVA
Tile=F(4,3)
2025.12
-
0.021
3.4
NOVA
Tile=F(6,3)
2025.12
-
0.12
322
NOVA
Tile=F(8,3)
2025.12
-
0.59
1.7
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