Created
March 25, 2020 12:53
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Linear regression benchmarks
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| Library | Method | MSE | Average fit time | Average predict time | |
|---|---|---|---|---|---|
| creme | LinearRegression | 23.035085 | 18μs | 4μs | |
| Keras on TF (CPU) | Dense | 23.035086 | 1ms208μs | 722μs | |
| PyTorch (CPU) | Linear | 23.035086 | 577μs | 187μs | |
| scikit-learn | SGDRegressor | 25.295369 | 305μs | 108μs |
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