Collections: - Metadata: Architecture: - SNGAN Name: SNGAN Paper: - https://openreview.net/forum?id=B1QRgziT- README: configs/sngan_proj/README.md Models: - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_32_woReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1.py In Collection: SNGAN Metadata: Training Data: CIFAR Name: sngan_proj_32_woReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1 Results: - Dataset: CIFAR Metrics: FID: 9.8203 IS: 9.6919 Inplace ReLU: w/o Iter: 400000.0 Log: '[Log]' Total Iters\*: 500000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_cifar10_32_lr-2e-4_b64x1_woReLUinplace_is-iter400000_20210709_163823-902ce1ae.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_32_woReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1.py In Collection: SNGAN Metadata: Training Data: CIFAR Name: sngan_proj_32_woReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1 Results: - Dataset: CIFAR Metrics: FID: 8.1158 IS: 9.5659 Inplace ReLU: w/o Iter: 490000.0 Log: '[Log]' Total Iters\*: 500000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_cifar10_32_lr-2e-4_b64x1_woReLUinplace_fid-iter490000_20210709_163329-ba0862a0.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_32_wReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1.py In Collection: SNGAN Metadata: Training Data: CIFAR Name: sngan_proj_32_wReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1 Results: - Dataset: CIFAR Metrics: FID: 8.3462 IS: 9.5564 Inplace ReLU: w Iter: 490000.0 Log: '[Log]' Total Iters\*: 500000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_cifar10_32_lr-2e-4_b64x1_wReLUinplace_is-iter490000_20210709_202230-cd863c74.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_32_wReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1.py In Collection: SNGAN Metadata: Training Data: CIFAR Name: sngan_proj_32_wReLUinplace_lr-2e-4_ndisc5_cifar10_b64x1 Results: - Dataset: CIFAR Metrics: FID: 8.3462 IS: 9.5564 Inplace ReLU: w Iter: 490000.0 Log: '[Log]' Total Iters\*: 500000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_cifar10_32_lr-2e-4-b64x1_wReLUinplace_fid-iter490000_20210709_203038-191b2648.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_128_woReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2.py In Collection: SNGAN Metadata: Training Data: IMAGENET Name: sngan_proj_128_woReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2 Results: - Dataset: IMAGENET Metrics: FID: 33.4682 IS: 30.0651 Inplace ReLU: w/o Iter: 952000.0 Log: '[Log]' Total Iters\*: 1000000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_imagenet1k_128_Glr2e-4_Dlr5e-5_ndisc5_b128x2_woReLUinplace_is-iter952000_20210730_132027-9c884a21.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_128_woReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2.py In Collection: SNGAN Metadata: Training Data: IMAGENET Name: sngan_proj_128_woReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2 Results: - Dataset: IMAGENET Metrics: FID: 32.6193 IS: 29.5779 Inplace ReLU: w/o Iter: 989000.0 Log: '[Log]' Total Iters\*: 1000000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_imagenet1k_128_Glr2e-4_Dlr5e-5_ndisc5_b128x2_woReLUinplace_fid-iter988000_20210730_131424-061bf803.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_128_wReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2.py In Collection: SNGAN Metadata: Training Data: IMAGENET Name: sngan_proj_128_wReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2 Results: - Dataset: IMAGENET Metrics: FID: 34.3383 IS: 28.1799 Inplace ReLU: w Iter: 944000.0 Log: '[Log]' Total Iters\*: 1000000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_imagenet1k_128_Glr2e-4_Dlr5e-5_ndisc5_b128x2_wReLUinplace_is-iter944000_20210730_132714-ca0ccd07.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_128_wReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2.py In Collection: SNGAN Metadata: Training Data: IMAGENET Name: sngan_proj_128_wReLUinplace_Glr-2e-4_Dlr-5e-5_ndisc5_imagenet1k_b128x2 Results: - Dataset: IMAGENET Metrics: FID: 33.4821 IS: 27.7948 Inplace ReLU: w Iter: 988000.0 Log: '[Log]' Total Iters\*: 1000000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_proj_imagenet1k_128_Glr2e-4_Dlr5e-5_ndisc5_b128x2_wReLUinplace_fid-iter988000_20210730_132401-9a682411.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_32_cvt_studioGAN.py In Collection: SNGAN Metadata: Training Data: Others Name: sngan_proj_32_cvt_studioGAN Results: - Dataset: Others Metrics: FID (Our Pipeline): 10.2011 FID (StudioGAN): 13.248 IS (Our Pipeline): 9.372 IS (StudioGAN): 8.677 Inplace ReLU: w Total Iters: 100000.0 disc_step: 5.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_cifar10_convert-studio-rgb_20210709_111346-2979202d.pth - Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/sngan_proj/sngan_proj_32_cvt_studioGAN.py In Collection: SNGAN Metadata: Training Data: Others Name: sngan_proj_32_cvt_studioGAN Results: - Dataset: Others Metrics: FID (Our Pipeline): 29.8199 FID (StudioGAN): 26.792 IS (Our Pipeline): 30.218 IS (StudioGAN): 32.247 Inplace ReLU: w Total Iters: 1000000.0 disc_step: 2.0 Task: Conditional GANs Weights: https://download.openmmlab.com/mmgen/sngan_proj/sngan_imagenet1k_convert-studio-rgb_20210709_111406-877b1130.pth