D4+DAB stopped early at ~step 5500. best_val_lpips=0.2116 @ step 1500. 2.4M params.
Browse files
exp_d4_hfgan_uni_dab_v1/D4_ds1/checkpoint_2000.pt
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exp_d4_hfgan_uni_dab_v1/D4_ds1/checkpoint_4000.pt
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exp_d4_hfgan_uni_dab_v1/D4_ds1/last.pt
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version https://git-lfs.github.com/spec/v1
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exp_d4_hfgan_uni_dab_v1/D4_ds1/log.jsonl
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{"step": 100, "lr": 0.0002, "train_loss": 0.2814072370529175, "train_l1": 0.11411455273628235, "train_lpips": 0.0, "g_uni": 0.27277055382728577, "g_hf1": 1.1670254468917847, "g_hf2": 0.9706166982650757, "g_dab": 0.07772362232208252, "d_hf1": 0.5784849524497986, "d_hf2": 0.6183037161827087, "d1_r_mean": 0.02059927023947239, "d1_f_mean": -0.9807233214378357, "d1_r_acc": 0.4547193646430969, "d1_f_acc": 0.9504145383834839, "d2_r_mean": 0.1634124368429184, "d2_f_mean": -0.33896541595458984, "d2_r_acc": 0.5760523080825806, "d2_f_acc": 0.7267219424247742}
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{"step": 200, "lr": 0.0002, "train_loss": 0.38645073771476746, "train_l1": 0.14099135994911194, "train_lpips": 0.0, "g_uni": 0.2671363353729248, "g_hf1": 0.8471139073371887, "g_hf2": 0.8716315031051636, "g_dab": 0.16148784756660461, "d_hf1": 0.5526124238967896, "d_hf2": 0.5820414423942566, "d1_r_mean": 0.5781171917915344, "d1_f_mean": -0.38175544142723083, "d1_r_acc": 0.7072703838348389, "d1_f_acc": 0.7032844424247742, "d2_r_mean": 0.6778111457824707, "d2_f_mean": -0.1313132345676422, "d2_r_acc": 0.7126913070678711, "d2_f_acc": 0.6045918464660645}
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{"step": 2000, "lr": 0.0002, "train_loss": 0.3250487148761749, "train_l1": 0.1183471828699112, "train_lpips": 0.0, "g_uni": 0.2146587073802948, "g_hf1": 1.2730485200881958, "g_hf2": 1.06060791015625, "g_dab": 0.12970030307769775, "d_hf1": 0.6158056259155273, "d_hf2": 0.5857901573181152, "d1_r_mean": 0.6147037148475647, "d1_f_mean": -0.2824721038341522, "d1_r_acc": 0.7756696343421936, "d1_f_acc": 0.5513392686843872, "d2_r_mean": 0.46892207860946655, "d2_f_mean": -0.27646955847740173, "d2_r_acc": 0.6981824040412903, "d2_f_acc": 0.6895726919174194}
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