Deep Learning study repo for me--a beginner
To use the FID evaluation, you should download the MnistInceptionV3.pth
file from:
package | version |
---|---|
python | 3.10 |
torch | 2.1.0 |
torchaudio | 2.1.0 |
torchvision | 0.16.0 |
numpy | 1.26.4 |
Ubuntu | 22.04 |
Driver Version | 535.129.03 |
nvcc -V |
11.8 |
cudnn | 8.6.0 |
- Diffusion Model 2024.5.5; 2024.9.22 revisit
- VAE 2024.6.25
- Flow 2024.6.29 has some issues
- PixelCNN and Gated PixelCNN 2024.7.1
- Transformer 2024.7.3
- VQ-VAE 2024.9.13
- Boltzmann Machine
- WaveNet
- GAN
- Conditional generation of diffusion models
- Graph Neural Networks