Using seed: 44374 PTI : Initializer Tokens not given, doing random inits PTI : Placeholder Tokens ['', ''] PTI : Initializer Tokens ['', ''] Initialized with random noise (sigma=0.017), empirically 0.000 +- 0.017 Norm : 0.4636 Initialized with random noise (sigma=0.017), empirically 0.000 +- 0.017 Norm : 0.4810 /root/.pyenv/versions/3.10.11/lib/python3.10/site-packages/diffusers/configuration_utils.py:195: FutureWarning: It is deprecated to pass a pretrained model name or path to `from_config`.If you were trying to load a scheduler, please use .from_pretrained(...) instead. Otherwise, please make sure to pass a configuration dictionary instead. This functionality will be removed in v1.0.0. deprecate("config-passed-as-path", "1.0.0", deprecation_message, standard_warn=False) Mask not found for cog_instance_data/0.mask.png Warning : this will pre-process all the images in the instance data root. 0%| | 0/15 [00:00 0%| | 0/15 [00:00 a cropped photo of the 7%|▋ | 1/15 [00:07<01:49, 7.81s/it] a photo of the nice 20%|██ | 3/15 [00:08<00:25, 2.13s/it] a photo of the clean 27%|██▋ | 4/15 [00:08<00:16, 1.46s/it] a good photo of the 33%|███▎ | 5/15 [00:08<00:10, 1.05s/it] a photo of a clean 40%|████ | 6/15 [00:08<00:07, 1.28it/s] a photo of the 47%|████▋ | 7/15 [00:08<00:04, 1.66it/s] a photo of a nice 53%|█████▎ | 8/15 [00:09<00:03, 2.10it/s] a rendition of the 60%|██████ | 9/15 [00:09<00:02, 2.54it/s] a photo of a nice 67%|██████▋ | 10/15 [00:09<00:01, 2.98it/s] a photo of a small 73%|███████▎ | 11/15 [00:09<00:01, 3.37it/s] a photo of the 80%|████████ | 12/15 [00:09<00:00, 3.70it/s] a rendition of the 87%|████████▋ | 13/15 [00:10<00:00, 3.97it/s] a photo of my 93%|█████████▎| 14/15 [00:10<00:00, 4.17it/s] 100%|██████████| 15/15 [00:10<00:00, 4.34it/s] 100%|██████████| 15/15 [00:10<00:00, 1.42it/s] PTI : Using cached latent. 0%| | 0/1000 [00:00:, id 49408 tensor([ 1.5137e-03, 9.1326e-05, -1.6363e-03, -1.4289e-02], device='cuda:0', grad_fn=) Current Learned Embeddings for :, id 49409 tensor([-0.0204, -0.0029, 0.0139, -0.0003], device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_100.safetensors tensor(0.0076, device='cuda:0') tensor([[0.4098], [0.4115]], device='cuda:0') Current Norm : tensor([0.4088, 0.4103], device='cuda:0') Steps: 10%|█ | 100/1000 [01:05<09:03, 1.65it/s, loss=0.000652, lr=0.001] Steps: 10%|█ | 101/1000 [01:05<09:10, 1.63it/s, loss=0.000652, lr=0.001] Steps: 10%|█ | 101/1000 [01:05<09:10, 1.63it/s, loss=0.0218, lr=0.001] Steps: 10%|█ | 102/1000 [01:06<09:03, 1.65it/s, loss=0.0218, lr=0.001] tensor(0.0029, device='cuda:0') tensor([[0.4096], [0.4114]], device='cuda:0') Current 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lr=0.001] tensor(0.0063, device='cuda:0') tensor([[0.4098], [0.4128]], device='cuda:0') Current Norm : tensor([0.4088, 0.4116], device='cuda:0') Steps: 13%|█▎ | 126/1000 [01:20<08:44, 1.67it/s, loss=0.0196, lr=0.001] Steps: 13%|█▎ | 127/1000 [01:21<08:48, 1.65it/s, loss=0.0196, lr=0.001] Steps: 13%|█▎ | 127/1000 [01:21<08:48, 1.65it/s, loss=0.000179, lr=0.001] Steps: 13%|█▎ | 128/1000 [01:22<08:45, 1.66it/s, loss=0.000179, lr=0.001] tensor(0.0081, device='cuda:0') tensor([[0.4100], [0.4132]], device='cuda:0') Current Norm : tensor([0.4090, 0.4119], device='cuda:0') Steps: 13%|█▎ | 128/1000 [01:22<08:45, 1.66it/s, loss=0.0143, lr=0.001] Steps: 13%|█▎ | 129/1000 [01:22<08:47, 1.65it/s, loss=0.0143, lr=0.001] Steps: 13%|█▎ | 129/1000 [01:22<08:47, 1.65it/s, loss=0.0112, lr=0.001] Steps: 13%|█▎ | 130/1000 [01:23<08:45, 1.66it/s, loss=0.0112, lr=0.001] tensor(0.0077, device='cuda:0') tensor([[0.4101], [0.4136]], device='cuda:0') Current Norm : tensor([0.4091, 0.4122], device='cuda:0') 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[01:52<08:30, 1.61it/s, loss=0.00193, lr=0.001] Steps: 18%|█▊ | 178/1000 [01:52<08:25, 1.63it/s, loss=0.00193, lr=0.001] tensor(0.0126, device='cuda:0') tensor([[0.4089], [0.4140]], device='cuda:0') Current Norm : tensor([0.4080, 0.4126], device='cuda:0') Steps: 18%|█▊ | 178/1000 [01:52<08:25, 1.63it/s, loss=0.0166, lr=0.001] Steps: 18%|█▊ | 179/1000 [01:53<08:29, 1.61it/s, loss=0.0166, lr=0.001] Steps: 18%|█▊ | 179/1000 [01:53<08:29, 1.61it/s, loss=0.0151, lr=0.001] Steps: 18%|█▊ | 180/1000 [01:54<08:24, 1.62it/s, loss=0.0151, lr=0.001] tensor(0.0058, device='cuda:0') tensor([[0.4087], [0.4137]], device='cuda:0') Current Norm : tensor([0.4079, 0.4123], device='cuda:0') Steps: 18%|█▊ | 180/1000 [01:54<08:24, 1.62it/s, loss=0.00435, lr=0.001] Steps: 18%|█▊ | 181/1000 [01:54<08:30, 1.60it/s, loss=0.00435, lr=0.001] Steps: 18%|█▊ | 181/1000 [01:54<08:30, 1.60it/s, loss=0.0246, lr=0.001] Steps: 18%|█▊ | 182/1000 [01:55<08:27, 1.61it/s, loss=0.0246, lr=0.001] tensor(0.0086, device='cuda:0') 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device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_200.safetensors tensor(0.0011, device='cuda:0') tensor([[0.4093], [0.4131]], device='cuda:0') Current Norm : tensor([0.4084, 0.4118], device='cuda:0') Steps: 20%|██ | 200/1000 [02:06<08:25, 1.58it/s, loss=0.000531, lr=0.001] Steps: 20%|██ | 201/1000 [02:07<08:29, 1.57it/s, loss=0.000531, lr=0.001] Steps: 20%|██ | 201/1000 [02:07<08:29, 1.57it/s, loss=0.00104, lr=0.001] Steps: 20%|██ | 202/1000 [02:07<08:24, 1.58it/s, loss=0.00104, lr=0.001] tensor(0.0003, device='cuda:0') tensor([[0.4093], [0.4130]], device='cuda:0') Current Norm : tensor([0.4083, 0.4117], device='cuda:0') Steps: 20%|██ | 202/1000 [02:07<08:24, 1.58it/s, loss=0.000786, lr=0.001] Steps: 20%|██ | 203/1000 [02:08<08:27, 1.57it/s, loss=0.000786, lr=0.001] Steps: 20%|██ | 203/1000 [02:08<08:27, 1.57it/s, loss=0.00016, lr=0.001] Steps: 20%|██ | 204/1000 [02:09<08:21, 1.59it/s, loss=0.00016, lr=0.001] tensor(0.0079, device='cuda:0') tensor([[0.4092], [0.4129]], 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[02:59<07:41, 1.55it/s, loss=0.00502, lr=0.001] Steps: 28%|██▊ | 283/1000 [02:59<07:41, 1.55it/s, loss=0.00781, lr=0.001] Steps: 28%|██▊ | 284/1000 [03:00<07:36, 1.57it/s, loss=0.00781, lr=0.001] tensor(0.0054, device='cuda:0') tensor([[0.4089], [0.4100]], device='cuda:0') Current Norm : tensor([0.4080, 0.4090], device='cuda:0') Steps: 28%|██▊ | 284/1000 [03:00<07:36, 1.57it/s, loss=0.00449, lr=0.001] Steps: 28%|██▊ | 285/1000 [03:01<07:38, 1.56it/s, loss=0.00449, lr=0.001] Steps: 28%|██▊ | 285/1000 [03:01<07:38, 1.56it/s, loss=0.0029, lr=0.001] Steps: 29%|██▊ | 286/1000 [03:01<07:35, 1.57it/s, loss=0.0029, lr=0.001] tensor(0.0028, device='cuda:0') tensor([[0.4088], [0.4097]], device='cuda:0') Current Norm : tensor([0.4079, 0.4088], device='cuda:0') Steps: 29%|██▊ | 286/1000 [03:01<07:35, 1.57it/s, loss=0.00402, lr=0.001] Steps: 29%|██▊ | 287/1000 [03:02<07:37, 1.56it/s, loss=0.00402, lr=0.001] Steps: 29%|██▊ | 287/1000 [03:02<07:37, 1.56it/s, loss=0.000204, lr=0.001] Steps: 29%|██▉ | 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device='cuda:0') Current Norm : tensor([0.4071, 0.4072], device='cuda:0') Steps: 30%|███ | 300/1000 [03:10<07:24, 1.58it/s, loss=0.0115, lr=0.001] Steps: 30%|███ | 301/1000 [03:11<07:29, 1.55it/s, loss=0.0115, lr=0.001] Steps: 30%|███ | 301/1000 [03:11<07:29, 1.55it/s, loss=0.00161, lr=0.001] Steps: 30%|███ | 302/1000 [03:12<07:25, 1.57it/s, loss=0.00161, lr=0.001] tensor(0.0020, device='cuda:0') tensor([[0.4079], [0.4078]], device='cuda:0') Current Norm : tensor([0.4071, 0.4070], device='cuda:0') Steps: 30%|███ | 302/1000 [03:12<07:25, 1.57it/s, loss=0.00208, lr=0.001] Steps: 30%|███ | 303/1000 [03:12<07:27, 1.56it/s, loss=0.00208, lr=0.001] Steps: 30%|███ | 303/1000 [03:12<07:27, 1.56it/s, loss=0.00318, lr=0.001] Steps: 30%|███ | 304/1000 [03:13<07:21, 1.58it/s, loss=0.00318, lr=0.001] tensor(0.0041, device='cuda:0') tensor([[0.4079], [0.4076]], device='cuda:0') Current Norm : tensor([0.4071, 0.4068], device='cuda:0') Steps: 30%|███ | 304/1000 [03:13<07:21, 1.58it/s, loss=0.000203, 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[05:04<05:32, 1.57it/s, loss=0.00403, lr=0.001] tensor(0.0045, device='cuda:0') tensor([[0.4097], [0.4102]], device='cuda:0') Current Norm : tensor([0.4087, 0.4092], device='cuda:0') Steps: 48%|████▊ | 478/1000 [05:04<05:32, 1.57it/s, loss=0.00982, lr=0.001] Steps: 48%|████▊ | 479/1000 [05:05<05:35, 1.55it/s, loss=0.00982, lr=0.001] Steps: 48%|████▊ | 479/1000 [05:05<05:35, 1.55it/s, loss=0.00697, lr=0.001] Steps: 48%|████▊ | 480/1000 [05:05<05:31, 1.57it/s, loss=0.00697, lr=0.001] tensor(0.0042, device='cuda:0') tensor([[0.4098], [0.4102]], device='cuda:0') Current Norm : tensor([0.4088, 0.4092], device='cuda:0') Steps: 48%|████▊ | 480/1000 [05:05<05:31, 1.57it/s, loss=0.000747, lr=0.001] Steps: 48%|████▊ | 481/1000 [05:06<05:35, 1.55it/s, loss=0.000747, lr=0.001] Steps: 48%|████▊ | 481/1000 [05:06<05:35, 1.55it/s, loss=0.0442, lr=0.001] Steps: 48%|████▊ | 482/1000 [05:07<05:32, 1.56it/s, loss=0.0442, lr=0.001] tensor(0.0087, device='cuda:0') tensor([[0.4099], [0.4101]], device='cuda:0') Current Norm : tensor([0.4089, 0.4091], device='cuda:0') Steps: 48%|████▊ | 482/1000 [05:07<05:32, 1.56it/s, loss=0.0821, lr=0.001] Steps: 48%|████▊ | 483/1000 [05:07<05:32, 1.55it/s, loss=0.0821, lr=0.001] Steps: 48%|████▊ | 483/1000 [05:07<05:32, 1.55it/s, loss=0.0551, lr=0.001] Steps: 48%|████▊ | 484/1000 [05:08<05:29, 1.57it/s, loss=0.0551, lr=0.001] tensor(0.0086, device='cuda:0') tensor([[0.4100], [0.4102]], device='cuda:0') Current Norm : tensor([0.4090, 0.4092], device='cuda:0') Steps: 48%|████▊ | 484/1000 [05:08<05:29, 1.57it/s, loss=0.0276, lr=0.001] Steps: 48%|████▊ | 485/1000 [05:09<05:33, 1.55it/s, loss=0.0276, lr=0.001] Steps: 48%|████▊ | 485/1000 [05:09<05:33, 1.55it/s, loss=0.049, lr=0.001] Steps: 49%|████▊ | 486/1000 [05:09<05:29, 1.56it/s, loss=0.049, lr=0.001] tensor(0.0021, device='cuda:0') tensor([[0.4101], [0.4104]], device='cuda:0') Current Norm : tensor([0.4091, 0.4093], device='cuda:0') Steps: 49%|████▊ | 486/1000 [05:09<05:29, 1.56it/s, 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lr=0.001] tensor(0.0074, device='cuda:0') tensor([[0.4105], [0.4107]], device='cuda:0') Current Norm : tensor([0.4095, 0.4096], device='cuda:0') Steps: 50%|████▉ | 496/1000 [05:16<05:22, 1.56it/s, loss=0.0009, lr=0.001] Steps: 50%|████▉ | 497/1000 [05:16<05:25, 1.54it/s, loss=0.0009, lr=0.001] Steps: 50%|████▉ | 497/1000 [05:16<05:25, 1.54it/s, loss=0.00351, lr=0.001] Steps: 50%|████▉ | 498/1000 [05:17<05:22, 1.56it/s, loss=0.00351, lr=0.001] tensor(0.0069, device='cuda:0') tensor([[0.4105], [0.4107]], device='cuda:0') Current Norm : tensor([0.4095, 0.4096], device='cuda:0') Steps: 50%|████▉ | 498/1000 [05:17<05:22, 1.56it/s, loss=0.0155, lr=0.001] Steps: 50%|████▉ | 499/1000 [05:18<05:23, 1.55it/s, loss=0.0155, lr=0.001] Steps: 50%|████▉ | 499/1000 [05:18<05:23, 1.55it/s, loss=0.0452, lr=0.001] Steps: 50%|█████ | 500/1000 [05:18<05:19, 1.56it/s, loss=0.0452, lr=0.001] Current Learned Embeddings for :, id 49408 tensor([ 0.0147, -0.0021, -0.0056, -0.0236], device='cuda:0', grad_fn=) Current Learned Embeddings for :, id 49409 tensor([ 0.0072, 0.0016, -0.0013, 0.0088], device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_500.safetensors tensor(0.0015, device='cuda:0') tensor([[0.4105], [0.4106]], device='cuda:0') Current Norm : tensor([0.4094, 0.4096], device='cuda:0') Steps: 50%|█████ | 500/1000 [05:18<05:19, 1.56it/s, loss=0.00169, lr=0.001] Steps: 50%|█████ | 501/1000 [05:19<05:20, 1.55it/s, loss=0.00169, lr=0.001] Steps: 50%|█████ | 501/1000 [05:19<05:20, 1.55it/s, loss=0.000385, lr=0.001] Steps: 50%|█████ | 502/1000 [05:20<05:18, 1.56it/s, loss=0.000385, lr=0.001] tensor(0.0053, device='cuda:0') tensor([[0.4104], [0.4106]], device='cuda:0') Current Norm : tensor([0.4093, 0.4095], device='cuda:0') Steps: 50%|█████ | 502/1000 [05:20<05:18, 1.56it/s, loss=0.004, lr=0.001] Steps: 50%|█████ | 503/1000 [05:20<05:20, 1.55it/s, loss=0.004, lr=0.001] Steps: 50%|█████ | 503/1000 [05:20<05:20, 1.55it/s, loss=0.0547, lr=0.001] Steps: 50%|█████ | 504/1000 [05:21<05:17, 1.56it/s, loss=0.0547, lr=0.001] tensor(0.0032, device='cuda:0') tensor([[0.4103], [0.4105]], device='cuda:0') Current Norm : tensor([0.4092, 0.4094], device='cuda:0') Steps: 50%|█████ | 504/1000 [05:21<05:17, 1.56it/s, loss=0.000724, lr=0.001] Steps: 50%|█████ | 505/1000 [05:22<05:17, 1.56it/s, loss=0.000724, lr=0.001] Steps: 50%|█████ | 505/1000 [05:22<05:17, 1.56it/s, loss=0.00276, lr=0.001] Steps: 51%|█████ | 506/1000 [05:22<05:14, 1.57it/s, loss=0.00276, lr=0.001] tensor(0.0009, device='cuda:0') tensor([[0.4101], [0.4104]], device='cuda:0') Current Norm : tensor([0.4091, 0.4093], device='cuda:0') Steps: 51%|█████ | 506/1000 [05:22<05:14, 1.57it/s, loss=0.000694, lr=0.001] Steps: 51%|█████ | 507/1000 [05:23<05:16, 1.56it/s, loss=0.000694, lr=0.001] Steps: 51%|█████ | 507/1000 [05:23<05:16, 1.56it/s, loss=0.000989, lr=0.001] Steps: 51%|█████ | 508/1000 [05:23<05:13, 1.57it/s, loss=0.000989, lr=0.001] tensor(0.0065, device='cuda:0') tensor([[0.4100], [0.4102]], 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tensor(0.0083, device='cuda:0') tensor([[0.4070], [0.4079]], device='cuda:0') Current Norm : tensor([0.4063, 0.4071], device='cuda:0') Steps: 58%|█████▊ | 576/1000 [06:07<04:28, 1.58it/s, loss=0.0343, lr=0.001] Steps: 58%|█████▊ | 577/1000 [06:08<04:29, 1.57it/s, loss=0.0343, lr=0.001] Steps: 58%|█████▊ | 577/1000 [06:08<04:29, 1.57it/s, loss=0.0111, lr=0.001] Steps: 58%|█████▊ | 578/1000 [06:08<04:26, 1.58it/s, loss=0.0111, lr=0.001] tensor(0.0077, device='cuda:0') tensor([[0.4070], [0.4081]], device='cuda:0') Current Norm : tensor([0.4063, 0.4073], device='cuda:0') Steps: 58%|█████▊ | 578/1000 [06:08<04:26, 1.58it/s, loss=0.0138, lr=0.001] Steps: 58%|█████▊ | 579/1000 [06:09<04:28, 1.57it/s, loss=0.0138, lr=0.001] Steps: 58%|█████▊ | 579/1000 [06:09<04:28, 1.57it/s, loss=0.0497, lr=0.001] Steps: 58%|█████▊ | 580/1000 [06:09<04:26, 1.58it/s, loss=0.0497, lr=0.001] tensor(0.0063, device='cuda:0') tensor([[0.4071], [0.4083]], device='cuda:0') Current Norm : tensor([0.4064, 0.4075], 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Embeddings for :, id 49408 tensor([ 0.0145, -0.0087, -0.0056, -0.0218], device='cuda:0', grad_fn=) Current Learned Embeddings for :, id 49409 tensor([ 0.0014, 0.0039, -0.0050, 0.0112], device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_700.safetensors tensor(0.0117, device='cuda:0') tensor([[0.4100], [0.4108]], device='cuda:0') Current Norm : tensor([0.4090, 0.4097], device='cuda:0') Steps: 70%|███████ | 700/1000 [07:26<03:09, 1.58it/s, loss=0.00726, lr=0.001] Steps: 70%|███████ | 701/1000 [07:27<03:12, 1.55it/s, loss=0.00726, lr=0.001] Steps: 70%|███████ | 701/1000 [07:27<03:12, 1.55it/s, loss=0.0183, lr=0.001] Steps: 70%|███████ | 702/1000 [07:27<03:09, 1.57it/s, loss=0.0183, lr=0.001] tensor(0.0035, device='cuda:0') tensor([[0.4104], [0.4111]], device='cuda:0') Current Norm : tensor([0.4093, 0.4100], device='cuda:0') Steps: 70%|███████ | 702/1000 [07:27<03:09, 1.57it/s, loss=0.00239, lr=0.001] Steps: 70%|███████ | 703/1000 [07:28<03:10, 1.56it/s, loss=0.00239, 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lr=0.001] tensor(0.0013, device='cuda:0') tensor([[0.4115], [0.4120]], device='cuda:0') Current Norm : tensor([0.4104, 0.4108], device='cuda:0') Steps: 73%|███████▎ | 730/1000 [07:45<02:50, 1.58it/s, loss=0.0024, lr=0.001] Steps: 73%|███████▎ | 731/1000 [07:46<02:50, 1.57it/s, loss=0.0024, lr=0.001] Steps: 73%|███████▎ | 731/1000 [07:46<02:50, 1.57it/s, loss=0.000949, lr=0.001] Steps: 73%|███████▎ | 732/1000 [07:46<02:48, 1.59it/s, loss=0.000949, lr=0.001] tensor(0.0055, device='cuda:0') tensor([[0.4112], [0.4118]], device='cuda:0') Current Norm : tensor([0.4101, 0.4106], device='cuda:0') Steps: 73%|███████▎ | 732/1000 [07:46<02:48, 1.59it/s, loss=0.00115, lr=0.001] Steps: 73%|███████▎ | 733/1000 [07:47<02:50, 1.56it/s, loss=0.00115, lr=0.001] Steps: 73%|███████▎ | 733/1000 [07:47<02:50, 1.56it/s, loss=0.0166, lr=0.001] Steps: 73%|███████▎ | 734/1000 [07:48<02:48, 1.58it/s, loss=0.0166, lr=0.001] tensor(0.0084, device='cuda:0') tensor([[0.4110], [0.4115]], device='cuda:0') Current Norm : tensor([0.4099, 0.4104], device='cuda:0') Steps: 73%|███████▎ | 734/1000 [07:48<02:48, 1.58it/s, loss=0.0649, lr=0.001] Steps: 74%|███████▎ | 735/1000 [07:48<02:48, 1.57it/s, loss=0.0649, lr=0.001] Steps: 74%|███████▎ | 735/1000 [07:48<02:48, 1.57it/s, loss=0.0919, lr=0.001] Steps: 74%|███████▎ | 736/1000 [07:49<02:47, 1.58it/s, loss=0.0919, lr=0.001] tensor(0.0031, device='cuda:0') tensor([[0.4107], [0.4112]], device='cuda:0') Current Norm : tensor([0.4096, 0.4101], device='cuda:0') Steps: 74%|███████▎ | 736/1000 [07:49<02:47, 1.58it/s, loss=0.00105, lr=0.001] Steps: 74%|███████▎ | 737/1000 [07:50<02:48, 1.56it/s, loss=0.00105, lr=0.001] Steps: 74%|███████▎ | 737/1000 [07:50<02:48, 1.56it/s, loss=0.00841, lr=0.001] Steps: 74%|███████▍ | 738/1000 [07:50<02:45, 1.58it/s, loss=0.00841, lr=0.001] tensor(0.0033, device='cuda:0') tensor([[0.4104], [0.4110]], device='cuda:0') Current Norm : tensor([0.4094, 0.4099], device='cuda:0') Steps: 74%|███████▍ | 738/1000 [07:50<02:45, 1.58it/s, 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device='cuda:0') Current Norm : tensor([0.4072, 0.4087], device='cuda:0') Steps: 77%|███████▋ | 774/1000 [08:13<02:24, 1.57it/s, loss=0.0384, lr=0.001] Steps: 78%|███████▊ | 775/1000 [08:14<02:24, 1.56it/s, loss=0.0384, lr=0.001] Steps: 78%|███████▊ | 775/1000 [08:14<02:24, 1.56it/s, loss=0.0432, lr=0.001] Steps: 78%|███████▊ | 776/1000 [08:14<02:22, 1.57it/s, loss=0.0432, lr=0.001] tensor(0.0095, device='cuda:0') tensor([[0.4079], [0.4096]], device='cuda:0') Current Norm : tensor([0.4071, 0.4087], device='cuda:0') Steps: 78%|███████▊ | 776/1000 [08:14<02:22, 1.57it/s, loss=0.00367, lr=0.001] Steps: 78%|███████▊ | 777/1000 [08:15<02:23, 1.56it/s, loss=0.00367, lr=0.001] Steps: 78%|███████▊ | 777/1000 [08:15<02:23, 1.56it/s, loss=0.0117, lr=0.001] Steps: 78%|███████▊ | 778/1000 [08:16<02:20, 1.57it/s, loss=0.0117, lr=0.001] tensor(0.0077, device='cuda:0') tensor([[0.4078], [0.4096]], device='cuda:0') Current Norm : tensor([0.4071, 0.4087], device='cuda:0') Steps: 78%|███████▊ | 778/1000 [08:16<02:20, 1.57it/s, loss=0.00418, lr=0.001] Steps: 78%|███████▊ | 779/1000 [08:16<02:21, 1.56it/s, loss=0.00418, lr=0.001] Steps: 78%|███████▊ | 779/1000 [08:16<02:21, 1.56it/s, loss=0.00894, lr=0.001] Steps: 78%|███████▊ | 780/1000 [08:17<02:19, 1.57it/s, loss=0.00894, lr=0.001] tensor(0.0021, device='cuda:0') tensor([[0.4078], [0.4097]], device='cuda:0') Current Norm : tensor([0.4070, 0.4087], device='cuda:0') Steps: 78%|███████▊ | 780/1000 [08:17<02:19, 1.57it/s, loss=0.00025, lr=0.001] Steps: 78%|███████▊ | 781/1000 [08:18<02:20, 1.56it/s, loss=0.00025, lr=0.001] Steps: 78%|███████▊ | 781/1000 [08:18<02:20, 1.56it/s, loss=0.0261, lr=0.001] Steps: 78%|███████▊ | 782/1000 [08:18<02:18, 1.57it/s, loss=0.0261, lr=0.001] tensor(0.0098, device='cuda:0') tensor([[0.4079], [0.4097]], device='cuda:0') Current Norm : tensor([0.4071, 0.4087], device='cuda:0') Steps: 78%|███████▊ | 782/1000 [08:18<02:18, 1.57it/s, loss=0.0055, lr=0.001] Steps: 78%|███████▊ | 783/1000 [08:19<02:18, 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lr=0.001] Steps: 79%|███████▉ | 788/1000 [08:22<02:14, 1.58it/s, loss=0.00173, lr=0.001] tensor(0.0013, device='cuda:0') tensor([[0.4083], [0.4099]], device='cuda:0') Current Norm : tensor([0.4075, 0.4089], device='cuda:0') Steps: 79%|███████▉ | 788/1000 [08:22<02:14, 1.58it/s, loss=0.00145, lr=0.001] Steps: 79%|███████▉ | 789/1000 [08:23<02:14, 1.56it/s, loss=0.00145, lr=0.001] Steps: 79%|███████▉ | 789/1000 [08:23<02:14, 1.56it/s, loss=0.00302, lr=0.001] Steps: 79%|███████▉ | 790/1000 [08:23<02:13, 1.58it/s, loss=0.00302, lr=0.001] tensor(0.0035, device='cuda:0') tensor([[0.4085], [0.4100]], device='cuda:0') Current Norm : tensor([0.4076, 0.4090], device='cuda:0') Steps: 79%|███████▉ | 790/1000 [08:23<02:13, 1.58it/s, loss=0.00383, lr=0.001] Steps: 79%|███████▉ | 791/1000 [08:24<02:13, 1.56it/s, loss=0.00383, lr=0.001] Steps: 79%|███████▉ | 791/1000 [08:24<02:13, 1.56it/s, loss=0.004, lr=0.001] Steps: 79%|███████▉ | 792/1000 [08:25<02:11, 1.58it/s, loss=0.004, lr=0.001] tensor(0.0059, device='cuda:0') tensor([[0.4085], [0.4101]], device='cuda:0') Current Norm : tensor([0.4077, 0.4091], device='cuda:0') Steps: 79%|███████▉ | 792/1000 [08:25<02:11, 1.58it/s, loss=0.0108, lr=0.001] Steps: 79%|███████▉ | 793/1000 [08:25<02:12, 1.56it/s, loss=0.0108, lr=0.001] Steps: 79%|███████▉ | 793/1000 [08:25<02:12, 1.56it/s, loss=0.00444, lr=0.001] Steps: 79%|███████▉ | 794/1000 [08:26<02:10, 1.57it/s, loss=0.00444, lr=0.001] tensor(0.0021, device='cuda:0') tensor([[0.4086], [0.4102]], device='cuda:0') Current Norm : tensor([0.4077, 0.4092], device='cuda:0') Steps: 79%|███████▉ | 794/1000 [08:26<02:10, 1.57it/s, loss=0.000504, lr=0.001] Steps: 80%|███████▉ | 795/1000 [08:26<02:11, 1.56it/s, loss=0.000504, lr=0.001] Steps: 80%|███████▉ | 795/1000 [08:26<02:11, 1.56it/s, loss=0.00754, lr=0.001] Steps: 80%|███████▉ | 796/1000 [08:27<02:09, 1.58it/s, loss=0.00754, lr=0.001] tensor(0.0015, device='cuda:0') tensor([[0.4086], [0.4102]], device='cuda:0') Current Norm : tensor([0.4077, 0.4092], device='cuda:0') Steps: 80%|███████▉ | 796/1000 [08:27<02:09, 1.58it/s, loss=0.000605, lr=0.001] Steps: 80%|███████▉ | 797/1000 [08:28<02:09, 1.56it/s, loss=0.000605, lr=0.001] Steps: 80%|███████▉ | 797/1000 [08:28<02:09, 1.56it/s, loss=0.0101, lr=0.001] Steps: 80%|███████▉ | 798/1000 [08:28<02:08, 1.57it/s, loss=0.0101, lr=0.001] tensor(0.0057, device='cuda:0') tensor([[0.4085], [0.4102]], device='cuda:0') Current Norm : tensor([0.4076, 0.4091], device='cuda:0') Steps: 80%|███████▉ | 798/1000 [08:28<02:08, 1.57it/s, loss=0.0274, lr=0.001] Steps: 80%|███████▉ | 799/1000 [08:29<02:08, 1.56it/s, loss=0.0274, lr=0.001] Steps: 80%|███████▉ | 799/1000 [08:29<02:08, 1.56it/s, loss=0.00328, lr=0.001] Steps: 80%|████████ | 800/1000 [08:30<02:07, 1.57it/s, loss=0.00328, lr=0.001] Current Learned Embeddings for :, id 49408 tensor([ 0.0130, 0.0020, -0.0095, -0.0193], device='cuda:0', grad_fn=) Current Learned Embeddings for :, id 49409 tensor([-0.0026, 0.0098, -0.0090, 0.0132], device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_800.safetensors tensor(0.0061, device='cuda:0') tensor([[0.4083], [0.4101]], device='cuda:0') Current Norm : tensor([0.4075, 0.4091], device='cuda:0') Steps: 80%|████████ | 800/1000 [08:30<02:07, 1.57it/s, loss=0.00261, lr=0.001] Steps: 80%|████████ | 801/1000 [08:30<02:07, 1.56it/s, loss=0.00261, lr=0.001] Steps: 80%|████████ | 801/1000 [08:30<02:07, 1.56it/s, loss=0.149, lr=0.001] Steps: 80%|████████ | 802/1000 [08:31<02:05, 1.58it/s, loss=0.149, lr=0.001] tensor(0.0048, device='cuda:0') tensor([[0.4082], [0.4100]], device='cuda:0') Current Norm : tensor([0.4074, 0.4090], device='cuda:0') Steps: 80%|████████ | 802/1000 [08:31<02:05, 1.58it/s, loss=0.0241, lr=0.001] Steps: 80%|████████ | 803/1000 [08:32<02:05, 1.57it/s, loss=0.0241, lr=0.001] Steps: 80%|████████ | 803/1000 [08:32<02:05, 1.57it/s, loss=0.000268, lr=0.001] Steps: 80%|████████ | 804/1000 [08:32<02:03, 1.58it/s, loss=0.000268, lr=0.001] tensor(0.0061, device='cuda:0') tensor([[0.4080], [0.4100]], device='cuda:0') Current Norm : tensor([0.4072, 0.4090], device='cuda:0') Steps: 80%|████████ | 804/1000 [08:32<02:03, 1.58it/s, loss=0.0149, lr=0.001] Steps: 80%|████████ | 805/1000 [08:33<02:03, 1.58it/s, loss=0.0149, lr=0.001] Steps: 80%|████████ | 805/1000 [08:33<02:03, 1.58it/s, loss=0.00414, lr=0.001] Steps: 81%|████████ | 806/1000 [08:33<02:02, 1.58it/s, loss=0.00414, lr=0.001] tensor(0.0014, device='cuda:0') tensor([[0.4079], [0.4099]], device='cuda:0') Current Norm : tensor([0.4071, 0.4089], device='cuda:0') Steps: 81%|████████ | 806/1000 [08:33<02:02, 1.58it/s, loss=0.00103, lr=0.001] Steps: 81%|████████ | 807/1000 [08:34<02:02, 1.57it/s, loss=0.00103, lr=0.001] Steps: 81%|████████ | 807/1000 [08:34<02:02, 1.57it/s, loss=0.00419, lr=0.001] Steps: 81%|████████ | 808/1000 [08:35<02:00, 1.59it/s, loss=0.00419, lr=0.001] tensor(0.0009, device='cuda:0') tensor([[0.4078], [0.4098]], device='cuda:0') Current Norm : 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1.58it/s, loss=0.0044, lr=0.001] Steps: 81%|████████▏ | 813/1000 [08:38<01:59, 1.57it/s, loss=0.0044, lr=0.001] Steps: 81%|████████▏ | 813/1000 [08:38<01:59, 1.57it/s, loss=0.0651, lr=0.001] Steps: 81%|████████▏ | 814/1000 [08:39<01:57, 1.58it/s, loss=0.0651, lr=0.001] tensor(0.0085, device='cuda:0') tensor([[0.4076], [0.4094]], device='cuda:0') Current Norm : tensor([0.4068, 0.4085], device='cuda:0') Steps: 81%|████████▏ | 814/1000 [08:39<01:57, 1.58it/s, loss=0.0106, lr=0.001] Steps: 82%|████████▏ | 815/1000 [08:39<01:57, 1.57it/s, loss=0.0106, lr=0.001] Steps: 82%|████████▏ | 815/1000 [08:39<01:57, 1.57it/s, loss=0.0596, lr=0.001] Steps: 82%|████████▏ | 816/1000 [08:40<01:56, 1.58it/s, loss=0.0596, lr=0.001] tensor(0.0065, device='cuda:0') tensor([[0.4076], [0.4093]], device='cuda:0') Current Norm : tensor([0.4068, 0.4084], device='cuda:0') Steps: 82%|████████▏ | 816/1000 [08:40<01:56, 1.58it/s, loss=0.0189, lr=0.001] Steps: 82%|████████▏ | 817/1000 [08:40<01:56, 1.57it/s, 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lr=0.001] Steps: 82%|████████▏ | 822/1000 [08:44<01:52, 1.58it/s, loss=0.011, lr=0.001] tensor(0.0052, device='cuda:0') tensor([[0.4076], [0.4092]], device='cuda:0') Current Norm : tensor([0.4069, 0.4083], device='cuda:0') Steps: 82%|████████▏ | 822/1000 [08:44<01:52, 1.58it/s, loss=0.0259, lr=0.001] Steps: 82%|████████▏ | 823/1000 [08:44<01:53, 1.57it/s, loss=0.0259, lr=0.001] Steps: 82%|████████▏ | 823/1000 [08:44<01:53, 1.57it/s, loss=0.00135, lr=0.001] Steps: 82%|████████▏ | 824/1000 [08:45<01:51, 1.59it/s, loss=0.00135, lr=0.001] tensor(0.0029, device='cuda:0') tensor([[0.4077], [0.4092]], device='cuda:0') Current Norm : tensor([0.4069, 0.4083], device='cuda:0') Steps: 82%|████████▏ | 824/1000 [08:45<01:51, 1.59it/s, loss=0.0033, lr=0.001] Steps: 82%|████████▎ | 825/1000 [08:46<01:51, 1.57it/s, loss=0.0033, lr=0.001] Steps: 82%|████████▎ | 825/1000 [08:46<01:51, 1.57it/s, loss=0.00391, lr=0.001] Steps: 83%|████████▎ | 826/1000 [08:46<01:49, 1.58it/s, loss=0.00391, lr=0.001] tensor(0.0020, device='cuda:0') tensor([[0.4078], [0.4093]], device='cuda:0') Current Norm : tensor([0.4070, 0.4083], device='cuda:0') Steps: 83%|████████▎ | 826/1000 [08:46<01:49, 1.58it/s, loss=0.000745, lr=0.001] Steps: 83%|████████▎ | 827/1000 [08:47<01:50, 1.57it/s, loss=0.000745, lr=0.001] Steps: 83%|████████▎ | 827/1000 [08:47<01:50, 1.57it/s, loss=0.00252, lr=0.001] Steps: 83%|████████▎ | 828/1000 [08:47<01:48, 1.58it/s, loss=0.00252, lr=0.001] tensor(0.0047, device='cuda:0') tensor([[0.4078], [0.4093]], device='cuda:0') Current Norm : tensor([0.4070, 0.4083], device='cuda:0') Steps: 83%|████████▎ | 828/1000 [08:47<01:48, 1.58it/s, loss=0.00584, lr=0.001] Steps: 83%|████████▎ | 829/1000 [08:48<01:48, 1.57it/s, loss=0.00584, lr=0.001] Steps: 83%|████████▎ | 829/1000 [08:48<01:48, 1.57it/s, loss=0.013, lr=0.001] Steps: 83%|████████▎ | 830/1000 [08:49<01:47, 1.59it/s, loss=0.013, lr=0.001] tensor(0.0074, device='cuda:0') tensor([[0.4079], [0.4093]], device='cuda:0') Current Norm : 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loss=0.0134, lr=0.001] Steps: 84%|████████▍ | 839/1000 [08:54<01:42, 1.57it/s, loss=0.0579, lr=0.001] Steps: 84%|████████▍ | 840/1000 [08:55<01:41, 1.57it/s, loss=0.0579, lr=0.001] tensor(0.0016, device='cuda:0') tensor([[0.4081], [0.4094]], device='cuda:0') Current Norm : tensor([0.4073, 0.4084], device='cuda:0') Steps: 84%|████████▍ | 840/1000 [08:55<01:41, 1.57it/s, loss=0.00562, lr=0.001] Steps: 84%|████████▍ | 841/1000 [08:56<01:41, 1.56it/s, loss=0.00562, lr=0.001] Steps: 84%|████████▍ | 841/1000 [08:56<01:41, 1.56it/s, loss=0.000182, lr=0.001] Steps: 84%|████████▍ | 842/1000 [08:56<01:40, 1.57it/s, loss=0.000182, lr=0.001] tensor(0.0037, device='cuda:0') tensor([[0.4080], [0.4093]], device='cuda:0') Current Norm : tensor([0.4072, 0.4083], device='cuda:0') Steps: 84%|████████▍ | 842/1000 [08:56<01:40, 1.57it/s, loss=0.00387, lr=0.001] Steps: 84%|████████▍ | 843/1000 [08:57<01:40, 1.57it/s, loss=0.00387, lr=0.001] Steps: 84%|████████▍ | 843/1000 [08:57<01:40, 1.57it/s, loss=0.00379, lr=0.001] Steps: 84%|████████▍ | 844/1000 [08:58<01:38, 1.59it/s, loss=0.00379, lr=0.001] tensor(0.0019, device='cuda:0') tensor([[0.4079], [0.4091]], device='cuda:0') Current Norm : tensor([0.4072, 0.4082], device='cuda:0') Steps: 84%|████████▍ | 844/1000 [08:58<01:38, 1.59it/s, loss=0.00819, lr=0.001] Steps: 84%|████████▍ | 845/1000 [08:58<01:38, 1.57it/s, loss=0.00819, lr=0.001] Steps: 84%|████████▍ | 845/1000 [08:58<01:38, 1.57it/s, loss=0.00126, lr=0.001] Steps: 85%|████████▍ | 846/1000 [08:59<01:37, 1.58it/s, loss=0.00126, lr=0.001] tensor(0.0018, device='cuda:0') tensor([[0.4078], [0.4090]], device='cuda:0') Current Norm : tensor([0.4070, 0.4081], device='cuda:0') Steps: 85%|████████▍ | 846/1000 [08:59<01:37, 1.58it/s, loss=0.000191, lr=0.001] Steps: 85%|████████▍ | 847/1000 [08:59<01:37, 1.57it/s, loss=0.000191, lr=0.001] Steps: 85%|████████▍ | 847/1000 [08:59<01:37, 1.57it/s, loss=0.00379, lr=0.001] Steps: 85%|████████▍ | 848/1000 [09:00<01:35, 1.58it/s, loss=0.00379, lr=0.001] tensor(0.0109, device='cuda:0') tensor([[0.4077], [0.4088]], device='cuda:0') Current Norm : tensor([0.4069, 0.4079], device='cuda:0') Steps: 85%|████████▍ | 848/1000 [09:00<01:35, 1.58it/s, loss=0.0238, lr=0.001] Steps: 85%|████████▍ | 849/1000 [09:01<01:35, 1.58it/s, loss=0.0238, lr=0.001] Steps: 85%|████████▍ | 849/1000 [09:01<01:35, 1.58it/s, loss=0.0042, lr=0.001] Steps: 85%|████████▌ | 850/1000 [09:01<01:34, 1.59it/s, loss=0.0042, lr=0.001] tensor(0.0058, device='cuda:0') tensor([[0.4075], [0.4086]], device='cuda:0') Current Norm : tensor([0.4068, 0.4078], device='cuda:0') Steps: 85%|████████▌ | 850/1000 [09:01<01:34, 1.59it/s, loss=0.0154, lr=0.001] Steps: 85%|████████▌ | 851/1000 [09:02<01:34, 1.58it/s, loss=0.0154, lr=0.001] Steps: 85%|████████▌ | 851/1000 [09:02<01:34, 1.58it/s, loss=0.0067, lr=0.001] Steps: 85%|████████▌ | 852/1000 [09:03<01:33, 1.58it/s, loss=0.0067, lr=0.001] tensor(0.0052, device='cuda:0') tensor([[0.4074], [0.4085]], 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lr=0.001] tensor(0.0075, device='cuda:0') tensor([[0.4086], [0.4089]], device='cuda:0') Current Norm : tensor([0.4077, 0.4080], device='cuda:0') Steps: 87%|████████▋ | 870/1000 [09:14<01:22, 1.58it/s, loss=0.0164, lr=0.001] Steps: 87%|████████▋ | 871/1000 [09:15<01:22, 1.57it/s, loss=0.0164, lr=0.001] Steps: 87%|████████▋ | 871/1000 [09:15<01:22, 1.57it/s, loss=0.0497, lr=0.001] Steps: 87%|████████▋ | 872/1000 [09:15<01:20, 1.58it/s, loss=0.0497, lr=0.001] tensor(0.0013, device='cuda:0') tensor([[0.4089], [0.4091]], device='cuda:0') Current Norm : tensor([0.4080, 0.4082], device='cuda:0') Steps: 87%|████████▋ | 872/1000 [09:15<01:20, 1.58it/s, loss=0.000777, lr=0.001] Steps: 87%|████████▋ | 873/1000 [09:16<01:20, 1.57it/s, loss=0.000777, lr=0.001] Steps: 87%|████████▋ | 873/1000 [09:16<01:20, 1.57it/s, loss=0.00841, lr=0.001] Steps: 87%|████████▋ | 874/1000 [09:17<01:19, 1.58it/s, loss=0.00841, lr=0.001] tensor(0.0046, device='cuda:0') tensor([[0.4092], [0.4093]], device='cuda:0') 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[09:19<01:17, 1.58it/s, loss=0.0373, lr=0.001] Steps: 88%|████████▊ | 879/1000 [09:20<01:16, 1.58it/s, loss=0.0373, lr=0.001] Steps: 88%|████████▊ | 879/1000 [09:20<01:16, 1.58it/s, loss=0.00094, lr=0.001] Steps: 88%|████████▊ | 880/1000 [09:20<01:15, 1.59it/s, loss=0.00094, lr=0.001] tensor(0.0046, device='cuda:0') tensor([[0.4099], [0.4102]], device='cuda:0') Current Norm : tensor([0.4089, 0.4092], device='cuda:0') Steps: 88%|████████▊ | 880/1000 [09:20<01:15, 1.59it/s, loss=0.0125, lr=0.001] Steps: 88%|████████▊ | 881/1000 [09:21<01:15, 1.58it/s, loss=0.0125, lr=0.001] Steps: 88%|████████▊ | 881/1000 [09:21<01:15, 1.58it/s, loss=0.0143, lr=0.001] Steps: 88%|████████▊ | 882/1000 [09:22<01:14, 1.59it/s, loss=0.0143, lr=0.001] tensor(0.0109, device='cuda:0') tensor([[0.4102], [0.4106]], device='cuda:0') Current Norm : tensor([0.4092, 0.4096], device='cuda:0') Steps: 88%|████████▊ | 882/1000 [09:22<01:14, 1.59it/s, loss=0.0168, lr=0.001] Steps: 88%|████████▊ | 883/1000 [09:22<01:14, 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loss=0.00925, lr=0.001] tensor(0.0027, device='cuda:0') tensor([[0.4110], [0.4118]], device='cuda:0') Current Norm : tensor([0.4099, 0.4106], device='cuda:0') Steps: 89%|████████▉ | 892/1000 [09:28<01:07, 1.59it/s, loss=0.00599, lr=0.001] Steps: 89%|████████▉ | 893/1000 [09:29<01:07, 1.58it/s, loss=0.00599, lr=0.001] Steps: 89%|████████▉ | 893/1000 [09:29<01:07, 1.58it/s, loss=0.00141, lr=0.001] Steps: 89%|████████▉ | 894/1000 [09:29<01:06, 1.60it/s, loss=0.00141, lr=0.001] tensor(0.0028, device='cuda:0') tensor([[0.4110], [0.4119]], device='cuda:0') Current Norm : tensor([0.4099, 0.4107], device='cuda:0') Steps: 89%|████████▉ | 894/1000 [09:29<01:06, 1.60it/s, loss=0.00575, lr=0.001] Steps: 90%|████████▉ | 895/1000 [09:30<01:06, 1.58it/s, loss=0.00575, lr=0.001] Steps: 90%|████████▉ | 895/1000 [09:30<01:06, 1.58it/s, loss=0.00116, lr=0.001] Steps: 90%|████████▉ | 896/1000 [09:31<01:05, 1.59it/s, loss=0.00116, lr=0.001] tensor(0.0084, device='cuda:0') tensor([[0.4110], [0.4120]], device='cuda:0') Current Norm : tensor([0.4099, 0.4108], device='cuda:0') Steps: 90%|████████▉ | 896/1000 [09:31<01:05, 1.59it/s, loss=0.0673, lr=0.001] Steps: 90%|████████▉ | 897/1000 [09:31<01:05, 1.58it/s, loss=0.0673, lr=0.001] Steps: 90%|████████▉ | 897/1000 [09:31<01:05, 1.58it/s, loss=0.0103, lr=0.001] Steps: 90%|████████▉ | 898/1000 [09:32<01:04, 1.59it/s, loss=0.0103, lr=0.001] tensor(0.0061, device='cuda:0') tensor([[0.4110], [0.4120]], device='cuda:0') Current Norm : tensor([0.4099, 0.4108], device='cuda:0') Steps: 90%|████████▉ | 898/1000 [09:32<01:04, 1.59it/s, loss=0.04, lr=0.001] Steps: 90%|████████▉ | 899/1000 [09:32<01:03, 1.58it/s, loss=0.04, lr=0.001] Steps: 90%|████████▉ | 899/1000 [09:32<01:03, 1.58it/s, loss=0.0017, lr=0.001] Steps: 90%|█████████ | 900/1000 [09:33<01:02, 1.59it/s, loss=0.0017, lr=0.001] Current Learned Embeddings for :, id 49408 tensor([ 0.0191, 0.0026, -0.0084, -0.0223], device='cuda:0', grad_fn=) Current Learned Embeddings for :, id 49409 tensor([ 0.0061, 0.0070, -0.0055, 0.0103], device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_900.safetensors tensor(0.0058, device='cuda:0') tensor([[0.4110], [0.4121]], device='cuda:0') Current Norm : tensor([0.4099, 0.4109], device='cuda:0') Steps: 90%|█████████ | 900/1000 [09:33<01:02, 1.59it/s, loss=0.00088, lr=0.001] Steps: 90%|█████████ | 901/1000 [09:34<01:02, 1.58it/s, loss=0.00088, lr=0.001] Steps: 90%|█████████ | 901/1000 [09:34<01:02, 1.58it/s, loss=0.0159, lr=0.001] Steps: 90%|█████████ | 902/1000 [09:34<01:01, 1.58it/s, loss=0.0159, lr=0.001] tensor(0.0033, device='cuda:0') tensor([[0.4110], [0.4121]], device='cuda:0') Current Norm : tensor([0.4099, 0.4109], device='cuda:0') Steps: 90%|█████████ | 902/1000 [09:34<01:01, 1.58it/s, loss=0.00016, lr=0.001] Steps: 90%|█████████ | 903/1000 [09:35<01:01, 1.57it/s, loss=0.00016, lr=0.001] Steps: 90%|█████████ | 903/1000 [09:35<01:01, 1.57it/s, loss=0.00761, lr=0.001] Steps: 90%|█████████ | 904/1000 [09:36<01:00, 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97%|█████████▋| 970/1000 [10:17<00:19, 1.58it/s, loss=0.00094, lr=0.001] tensor(0.0063, device='cuda:0') tensor([[0.4095], [0.4105]], device='cuda:0') Current Norm : tensor([0.4086, 0.4095], device='cuda:0') Steps: 97%|█████████▋| 970/1000 [10:17<00:19, 1.58it/s, loss=0.00166, lr=0.001] Steps: 97%|█████████▋| 971/1000 [10:18<00:18, 1.56it/s, loss=0.00166, lr=0.001] Steps: 97%|█████████▋| 971/1000 [10:18<00:18, 1.56it/s, loss=0.0325, lr=0.001] Steps: 97%|█████████▋| 972/1000 [10:19<00:17, 1.58it/s, loss=0.0325, lr=0.001] tensor(0.0064, device='cuda:0') tensor([[0.4094], [0.4104]], device='cuda:0') Current Norm : tensor([0.4085, 0.4094], device='cuda:0') Steps: 97%|█████████▋| 972/1000 [10:19<00:17, 1.58it/s, loss=0.0677, lr=0.001] Steps: 97%|█████████▋| 973/1000 [10:19<00:17, 1.57it/s, loss=0.0677, lr=0.001] Steps: 97%|█████████▋| 973/1000 [10:19<00:17, 1.57it/s, loss=0.00378, lr=0.001] Steps: 97%|█████████▋| 974/1000 [10:20<00:16, 1.57it/s, loss=0.00378, lr=0.001] tensor(0.0032, device='cuda:0') tensor([[0.4094], [0.4103]], device='cuda:0') Current Norm : tensor([0.4085, 0.4093], device='cuda:0') Steps: 97%|█████████▋| 974/1000 [10:20<00:16, 1.57it/s, loss=0.00283, lr=0.001] Steps: 98%|█████████▊| 975/1000 [10:21<00:15, 1.56it/s, loss=0.00283, lr=0.001] Steps: 98%|█████████▊| 975/1000 [10:21<00:15, 1.56it/s, loss=0.0066, lr=0.001] Steps: 98%|█████████▊| 976/1000 [10:21<00:15, 1.57it/s, loss=0.0066, lr=0.001] tensor(0.0031, device='cuda:0') tensor([[0.4094], [0.4102]], device='cuda:0') Current Norm : tensor([0.4084, 0.4092], device='cuda:0') Steps: 98%|█████████▊| 976/1000 [10:21<00:15, 1.57it/s, loss=0.00529, lr=0.001] Steps: 98%|█████████▊| 977/1000 [10:22<00:14, 1.56it/s, loss=0.00529, lr=0.001] Steps: 98%|█████████▊| 977/1000 [10:22<00:14, 1.56it/s, loss=0.000486, lr=0.001] Steps: 98%|█████████▊| 978/1000 [10:23<00:13, 1.57it/s, loss=0.000486, lr=0.001] tensor(0.0005, device='cuda:0') tensor([[0.4093], [0.4100]], device='cuda:0') Current Norm : tensor([0.4083, 0.4090], device='cuda:0') Steps: 98%|█████████▊| 978/1000 [10:23<00:13, 1.57it/s, loss=0.000342, lr=0.001] Steps: 98%|█████████▊| 979/1000 [10:23<00:13, 1.56it/s, loss=0.000342, lr=0.001] Steps: 98%|█████████▊| 979/1000 [10:23<00:13, 1.56it/s, loss=0.000447, lr=0.001] Steps: 98%|█████████▊| 980/1000 [10:24<00:12, 1.57it/s, loss=0.000447, lr=0.001] tensor(0.0029, device='cuda:0') tensor([[0.4092], [0.4099]], device='cuda:0') Current Norm : tensor([0.4082, 0.4089], device='cuda:0') Steps: 98%|█████████▊| 980/1000 [10:24<00:12, 1.57it/s, loss=0.00251, lr=0.001] Steps: 98%|█████████▊| 981/1000 [10:25<00:12, 1.57it/s, loss=0.00251, lr=0.001] Steps: 98%|█████████▊| 981/1000 [10:25<00:12, 1.57it/s, loss=0.00702, lr=0.001] Steps: 98%|█████████▊| 982/1000 [10:25<00:11, 1.58it/s, loss=0.00702, lr=0.001] tensor(0.0039, device='cuda:0') tensor([[0.4091], [0.4097]], device='cuda:0') Current Norm : tensor([0.4081, 0.4087], device='cuda:0') Steps: 98%|█████████▊| 982/1000 [10:25<00:11, 1.58it/s, loss=0.00368, lr=0.001] Steps: 98%|█████████▊| 983/1000 [10:26<00:10, 1.57it/s, loss=0.00368, lr=0.001] Steps: 98%|█████████▊| 983/1000 [10:26<00:10, 1.57it/s, loss=0.00127, lr=0.001] Steps: 98%|█████████▊| 984/1000 [10:26<00:10, 1.59it/s, loss=0.00127, lr=0.001] tensor(0.0060, device='cuda:0') tensor([[0.4089], [0.4094]], device='cuda:0') Current Norm : tensor([0.4080, 0.4085], device='cuda:0') Steps: 98%|█████████▊| 984/1000 [10:26<00:10, 1.59it/s, loss=0.0239, lr=0.001] Steps: 98%|█████████▊| 985/1000 [10:27<00:09, 1.58it/s, loss=0.0239, lr=0.001] Steps: 98%|█████████▊| 985/1000 [10:27<00:09, 1.58it/s, loss=0.00117, lr=0.001] Steps: 99%|█████████▊| 986/1000 [10:28<00:08, 1.59it/s, loss=0.00117, lr=0.001] tensor(0.0016, device='cuda:0') tensor([[0.4088], [0.4092]], device='cuda:0') Current Norm : tensor([0.4079, 0.4083], device='cuda:0') Steps: 99%|█████████▊| 986/1000 [10:28<00:08, 1.59it/s, loss=0.000254, lr=0.001] Steps: 99%|█████████▊| 987/1000 [10:28<00:08, 1.58it/s, loss=0.000254, lr=0.001] Steps: 99%|█████████▊| 987/1000 [10:28<00:08, 1.58it/s, loss=0.0089, lr=0.001] Steps: 99%|█████████▉| 988/1000 [10:29<00:07, 1.59it/s, loss=0.0089, lr=0.001] tensor(0.0023, device='cuda:0') tensor([[0.4087], [0.4089]], device='cuda:0') Current Norm : tensor([0.4078, 0.4080], device='cuda:0') Steps: 99%|█████████▉| 988/1000 [10:29<00:07, 1.59it/s, loss=0.000653, lr=0.001] Steps: 99%|█████████▉| 989/1000 [10:30<00:07, 1.57it/s, loss=0.000653, lr=0.001] Steps: 99%|█████████▉| 989/1000 [10:30<00:07, 1.57it/s, loss=0.00647, lr=0.001] Steps: 99%|█████████▉| 990/1000 [10:30<00:06, 1.58it/s, loss=0.00647, lr=0.001] tensor(0.0026, device='cuda:0') tensor([[0.4085], [0.4086]], device='cuda:0') Current Norm : tensor([0.4076, 0.4078], device='cuda:0') Steps: 99%|█████████▉| 990/1000 [10:30<00:06, 1.58it/s, loss=0.00136, lr=0.001] Steps: 99%|█████████▉| 991/1000 [10:31<00:05, 1.57it/s, loss=0.00136, lr=0.001] Steps: 99%|█████████▉| 991/1000 [10:31<00:05, 1.57it/s, loss=0.0052, lr=0.001] Steps: 99%|█████████▉| 992/1000 [10:31<00:05, 1.58it/s, loss=0.0052, lr=0.001] tensor(0.0022, device='cuda:0') tensor([[0.4083], [0.4083]], device='cuda:0') Current Norm : tensor([0.4075, 0.4075], device='cuda:0') Steps: 99%|█████████▉| 992/1000 [10:31<00:05, 1.58it/s, loss=0.0147, lr=0.001] Steps: 99%|█████████▉| 993/1000 [10:32<00:04, 1.57it/s, loss=0.0147, lr=0.001] Steps: 99%|█████████▉| 993/1000 [10:32<00:04, 1.57it/s, loss=0.000513, lr=0.001] Steps: 99%|█████████▉| 994/1000 [10:33<00:03, 1.59it/s, loss=0.000513, lr=0.001] tensor(0.0060, device='cuda:0') tensor([[0.4081], [0.4080]], device='cuda:0') Current Norm : tensor([0.4073, 0.4072], device='cuda:0') Steps: 99%|█████████▉| 994/1000 [10:33<00:03, 1.59it/s, loss=0.0951, lr=0.001] Steps: 100%|█████████▉| 995/1000 [10:33<00:03, 1.57it/s, loss=0.0951, lr=0.001] Steps: 100%|█████████▉| 995/1000 [10:33<00:03, 1.57it/s, loss=0.000628, lr=0.001] Steps: 100%|█████████▉| 996/1000 [10:34<00:02, 1.58it/s, loss=0.000628, lr=0.001] tensor(0.0060, device='cuda:0') tensor([[0.4079], [0.4078]], device='cuda:0') Current Norm : tensor([0.4071, 0.4070], device='cuda:0') Steps: 100%|█████████▉| 996/1000 [10:34<00:02, 1.58it/s, loss=0.0297, lr=0.001] Steps: 100%|█████████▉| 997/1000 [10:35<00:01, 1.57it/s, loss=0.0297, lr=0.001] Steps: 100%|█████████▉| 997/1000 [10:35<00:01, 1.57it/s, loss=0.00103, lr=0.001] Steps: 100%|█████████▉| 998/1000 [10:35<00:01, 1.58it/s, loss=0.00103, lr=0.001] tensor(0.0121, device='cuda:0') tensor([[0.4078], [0.4076]], device='cuda:0') Current Norm : tensor([0.4070, 0.4068], device='cuda:0') Steps: 100%|█████████▉| 998/1000 [10:35<00:01, 1.58it/s, loss=0.0109, lr=0.001] Steps: 100%|█████████▉| 999/1000 [10:36<00:00, 1.54it/s, loss=0.0109, lr=0.001] Steps: 100%|█████████▉| 999/1000 [10:36<00:00, 1.54it/s, loss=0.0542, lr=0.001] Steps: 100%|██████████| 1000/1000 [10:37<00:00, 1.56it/s, loss=0.0542, lr=0.001] Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0', grad_fn=) Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0', grad_fn=) Saving weights to checkpoints/step_inv_1000.safetensors Steps: 100%|██████████| 1000/1000 [10:37<00:00, 1.56it/s, loss=0.0126, lr=0.001] Steps: 100%|██████████| 1000/1000 [10:37<00:00, 1.57it/s, loss=0.0126, lr=0.001] PTI : has 288 lora PTI : Before training: 0%| | 0/700 [00:00:, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_100.safetensors LORA Unet Moved 0.0007244422449730337 LORA CLIP Moved 3.097903754678555e-05 Steps: 14%|█▍ | 100/700 [01:00<05:22, 1.86it/s, loss=0.0229, lr=0.0004] Steps: 14%|█▍ | 101/700 [01:01<05:58, 1.67it/s, loss=0.0229, lr=0.0004] Steps: 14%|█▍ | 101/700 [01:01<05:58, 1.67it/s, loss=0.0265, lr=0.0004] Steps: 15%|█▍ | 102/700 [01:01<05:48, 1.72it/s, loss=0.0265, lr=0.0004] Steps: 15%|█▍ | 102/700 [01:01<05:48, 1.72it/s, loss=0.0872, lr=0.0004] Steps: 15%|█▍ | 103/700 [01:02<05:42, 1.75it/s, loss=0.0872, lr=0.0004] Steps: 15%|█▍ | 103/700 [01:02<05:42, 1.75it/s, loss=0.0143, lr=0.0004] Steps: 15%|█▍ | 104/700 [01:02<05:35, 1.78it/s, loss=0.0143, lr=0.0004] Steps: 15%|█▍ | 104/700 [01:02<05:35, 1.78it/s, loss=0.0161, lr=0.0004] Steps: 15%|█▌ | 105/700 [01:03<05:32, 1.79it/s, loss=0.0161, lr=0.0004] Steps: 15%|█▌ | 105/700 [01:03<05:32, 1.79it/s, loss=0.011, lr=0.0004] Steps: 15%|█▌ | 106/700 [01:03<05:31, 1.79it/s, loss=0.011, lr=0.0004] Steps: 15%|█▌ | 106/700 [01:03<05:31, 1.79it/s, loss=0.0072, lr=0.0004] Steps: 15%|█▌ | 107/700 [01:04<05:30, 1.80it/s, loss=0.0072, lr=0.0004] Steps: 15%|█▌ | 107/700 [01:04<05:30, 1.80it/s, loss=0.00261, lr=0.0004] Steps: 15%|█▌ | 108/700 [01:04<05:26, 1.81it/s, loss=0.00261, lr=0.0004] Steps: 15%|█▌ | 108/700 [01:04<05:26, 1.81it/s, loss=0.00597, lr=0.0004] 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[01:53<04:31, 1.85it/s, loss=0.128, lr=0.0004] Steps: 28%|██▊ | 198/700 [01:53<04:31, 1.85it/s, loss=0.00269, lr=0.0004] Steps: 28%|██▊ | 199/700 [01:53<04:32, 1.84it/s, loss=0.00269, lr=0.0004] Steps: 28%|██▊ | 199/700 [01:53<04:32, 1.84it/s, loss=0.0341, lr=0.0004] Steps: 29%|██▊ | 200/700 [01:54<04:39, 1.79it/s, loss=0.0341, lr=0.0004] Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_200.safetensors LORA Unet Moved 0.0009888404747471213 LORA CLIP Moved 4.0488466765964404e-05 Steps: 29%|██▊ | 200/700 [01:54<04:39, 1.79it/s, loss=0.12, lr=0.0004] Steps: 29%|██▊ | 201/700 [01:55<05:00, 1.66it/s, loss=0.12, lr=0.0004] Steps: 29%|██▊ | 201/700 [01:55<05:00, 1.66it/s, loss=0.0149, lr=0.0004] Steps: 29%|██▉ | 202/700 [01:55<04:52, 1.70it/s, loss=0.0149, lr=0.0004] Steps: 29%|██▉ | 202/700 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lr=0.0004] Steps: 42%|████▏ | 297/700 [02:48<03:36, 1.86it/s, loss=0.0144, lr=0.0004] Steps: 42%|████▏ | 297/700 [02:48<03:36, 1.86it/s, loss=0.0868, lr=0.0004] Steps: 43%|████▎ | 298/700 [02:48<03:37, 1.85it/s, loss=0.0868, lr=0.0004] Steps: 43%|████▎ | 298/700 [02:48<03:37, 1.85it/s, loss=0.0358, lr=0.0004] Steps: 43%|████▎ | 299/700 [02:49<03:39, 1.82it/s, loss=0.0358, lr=0.0004] Steps: 43%|████▎ | 299/700 [02:49<03:39, 1.82it/s, loss=0.0683, lr=0.0004] Steps: 43%|████▎ | 300/700 [02:49<03:36, 1.84it/s, loss=0.0683, lr=0.0004] Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_300.safetensors LORA Unet Moved 0.0012533192057162523 LORA CLIP Moved 5.122544462210499e-05 Steps: 43%|████▎ | 300/700 [02:49<03:36, 1.84it/s, loss=0.00153, lr=0.0004] Steps: 43%|████▎ | 301/700 [02:50<04:01, 1.65it/s, 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loss=0.0128, lr=0.0004] Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_400.safetensors LORA Unet Moved 0.0015479204012081027 LORA CLIP Moved 6.280629168031737e-05 Steps: 57%|█████▋ | 400/700 [03:44<02:48, 1.79it/s, loss=0.00486, lr=0.0004] Steps: 57%|█████▋ | 401/700 [03:45<02:59, 1.67it/s, loss=0.00486, lr=0.0004] Steps: 57%|█████▋ | 401/700 [03:45<02:59, 1.67it/s, loss=0.0242, lr=0.0004] Steps: 57%|█████▋ | 402/700 [03:45<02:54, 1.70it/s, loss=0.0242, lr=0.0004] Steps: 57%|█████▋ | 402/700 [03:45<02:54, 1.70it/s, loss=0.0114, lr=0.0004] Steps: 58%|█████▊ | 403/700 [03:46<02:49, 1.75it/s, loss=0.0114, lr=0.0004] Steps: 58%|█████▊ | 403/700 [03:46<02:49, 1.75it/s, loss=0.101, lr=0.0004] Steps: 58%|█████▊ | 404/700 [03:46<02:44, 1.80it/s, loss=0.101, lr=0.0004] Steps: 58%|█████▊ | 404/700 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Steps: 71%|███████ | 495/700 [04:36<01:52, 1.83it/s, loss=0.00814, lr=0.0004] Steps: 71%|███████ | 496/700 [04:37<01:51, 1.82it/s, loss=0.00814, lr=0.0004] Steps: 71%|███████ | 496/700 [04:37<01:51, 1.82it/s, loss=0.00738, lr=0.0004] Steps: 71%|███████ | 497/700 [04:37<01:51, 1.82it/s, loss=0.00738, lr=0.0004] Steps: 71%|███████ | 497/700 [04:37<01:51, 1.82it/s, loss=0.00353, lr=0.0004] Steps: 71%|███████ | 498/700 [04:38<01:49, 1.85it/s, loss=0.00353, lr=0.0004] Steps: 71%|███████ | 498/700 [04:38<01:49, 1.85it/s, loss=0.0116, lr=0.0004] Steps: 71%|███████▏ | 499/700 [04:38<01:47, 1.88it/s, loss=0.0116, lr=0.0004] Steps: 71%|███████▏ | 499/700 [04:38<01:47, 1.88it/s, loss=0.133, lr=0.0004] Steps: 71%|███████▏ | 500/700 [04:39<01:47, 1.86it/s, loss=0.133, lr=0.0004] Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_500.safetensors LORA Unet Moved 0.0018108426593244076 LORA CLIP Moved 7.164952694438398e-05 Steps: 71%|███████▏ | 500/700 [04:39<01:47, 1.86it/s, loss=0.0136, lr=0.0004] Steps: 72%|███████▏ | 501/700 [04:40<01:57, 1.70it/s, loss=0.0136, lr=0.0004] Steps: 72%|███████▏ | 501/700 [04:40<01:57, 1.70it/s, loss=0.0168, lr=0.0004] Steps: 72%|███████▏ | 502/700 [04:40<01:53, 1.74it/s, loss=0.0168, lr=0.0004] Steps: 72%|███████▏ | 502/700 [04:40<01:53, 1.74it/s, loss=0.0313, lr=0.0004] Steps: 72%|███████▏ | 503/700 [04:41<01:51, 1.76it/s, loss=0.0313, lr=0.0004] Steps: 72%|███████▏ | 503/700 [04:41<01:51, 1.76it/s, loss=0.162, lr=0.0004] Steps: 72%|███████▏ | 504/700 [04:41<01:49, 1.78it/s, loss=0.162, lr=0.0004] Steps: 72%|███████▏ | 504/700 [04:41<01:49, 1.78it/s, loss=0.0117, lr=0.0004] Steps: 72%|███████▏ | 505/700 [04:42<01:48, 1.80it/s, loss=0.0117, lr=0.0004] Steps: 72%|███████▏ | 505/700 [04:42<01:48, 1.80it/s, loss=0.00169, lr=0.0004] Steps: 72%|███████▏ | 506/700 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Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_600.safetensors LORA Unet Moved 0.0020308804232627153 LORA CLIP Moved 8.028616866795346e-05 Steps: 86%|████████▌ | 600/700 [05:33<00:56, 1.78it/s, loss=0.00955, lr=0.0004] Steps: 86%|████████▌ | 601/700 [05:34<01:00, 1.62it/s, loss=0.00955, lr=0.0004] Steps: 86%|████████▌ | 601/700 [05:34<01:00, 1.62it/s, loss=0.0184, lr=0.0004] Steps: 86%|████████▌ | 602/700 [05:35<00:59, 1.66it/s, loss=0.0184, lr=0.0004] Steps: 86%|████████▌ | 602/700 [05:35<00:59, 1.66it/s, loss=0.0569, lr=0.0004] Steps: 86%|████████▌ | 603/700 [05:35<00:57, 1.69it/s, loss=0.0569, lr=0.0004] Steps: 86%|████████▌ | 603/700 [05:35<00:57, 1.69it/s, loss=0.00788, lr=0.0004] Steps: 86%|████████▋ | 604/700 [05:36<00:55, 1.72it/s, loss=0.00788, lr=0.0004] Steps: 86%|████████▋ | 604/700 [05:36<00:55, 1.72it/s, loss=0.0886, lr=0.0004] Steps: 86%|████████▋ | 605/700 [05:36<00:54, 1.74it/s, loss=0.0886, 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[06:28<00:00, 1.74it/s, loss=0.00645, lr=0.0004] Steps: 100%|██████████| 700/700 [06:28<00:00, 1.74it/s, loss=0.00645, lr=0.0004] Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/step_700.safetensors LORA Unet Moved 0.002203464973717928 LORA CLIP Moved 8.760895434534177e-05 Current Learned Embeddings for :, id 49408 tensor([ 0.0171, 0.0102, -0.0029, -0.0226], device='cuda:0') Current Learned Embeddings for :, id 49409 tensor([ 0.0081, 0.0151, -0.0066, 0.0028], device='cuda:0') Saving weights to checkpoints/final_lora.safetensors Steps: 100%|██████████| 700/700 [06:28<00:00, 1.74it/s, loss=0.00693, lr=0.0004] Steps: 100%|██████████| 700/700 [06:29<00:00, 1.80it/s, loss=0.00693, lr=0.0004]