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POSTECH-CVLab
GitHub Repository: POSTECH-CVLab/PyTorch-StudioGAN
Path: blob/master/src/configs/Grandpa_ImageNet/ContraGAN.yaml
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DATA:
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name: "Grandpa_ImageNet"
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img_size: 64
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num_classes: 100
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MODEL:
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backbone: "big_resnet"
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g_cond_mtd: "cBN"
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d_cond_mtd: "2C"
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normalize_d_embed: True
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d_embed_dim: 768
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apply_g_sn: True
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apply_d_sn: True
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apply_attn: True
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attn_g_loc: [3]
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attn_d_loc: [1]
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z_dim: 100
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g_shared_dim: 128
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g_conv_dim: 80
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d_conv_dim: 80
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apply_g_ema: True
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g_ema_decay: 0.9999
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g_ema_start: 20000
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LOSS:
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adv_loss: "hinge"
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cond_lambda: 1.0
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temperature: 1.0
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OPTIMIZATION:
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batch_size: 1024
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g_lr: 0.0001
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d_lr: 0.0004
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beta1: 0.0
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beta2: 0.999
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d_updates_per_step: 1
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