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London, UK

Oscar Savolainen

Expert
@OscarSavolainen

Machine Learning Research Engineer. Gimme the data.

Quantization-Tutorials. A bunch of coding tutorials for my Youtube videos on Neural Network Quantization.

31

EasyQuant. A minimalist extension to PyTorch's quantization library, which improves QAT training speed, adds custom visual quantization debugging tools, and robust unit testing. Natively compatible with both Eager and Graph mode quantization.

5

Inter-Frequency-Power-Correlation-Statistical-Significance-Test. A Monte-Carlo based statistical significance test for inter-frequency power correlations in non-stationary time-series. Accounts for intra-frequency autocorrelation, inter-frequency non-dyadicity, and controls the FDR for multiple testing under dependency.

3