Slide 12
Slide 12 text
Dataset and Implementation
nDataset
• Dublin City Dataset
‣ Sample Size:
⁃ Train, Val, Test: 300,000, 100,000 100,000
nImplementation and training results
• Implementation
‣ Framework: PyTorch
‣ Hardware: 7th generation 3.8 GHz i7 CPU, 32 GB of RAM,
and a Quadro P6000 GPU
• Result
‣ Training time: approximately 9 hours
‣ Reconstruction error(test data): spatial=0.051, waveform=0.29
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Used data