ai-toolkit.log

/usr/local/lib/python3.10/dist-packages/albumentations/__init__.py:13: UserWarning: A new version of Albumentations is available: 2.0.7 (you have 1.4.15). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1.
  check_for_updates()
Running 1 job
{
    "type": "sd_trainer",
    "training_folder": "output",
    "device": "cuda:0",
    "network": {
        "type": "lora",
        "linear": 16,
        "linear_alpha": 16
    },
    "save": {
        "dtype": "float16",
        "save_every": 500,
        "max_step_saves_to_keep": 4,
        "push_to_hub": false
    },
    "datasets": [
        {
            "folder_path": "/workspace/ai-toolkit/images",
            "caption_ext": "txt",
            "caption_dropout_rate": 0.05,
            "shuffle_tokens": false,
            "cache_latents_to_disk": true,
            "resolution": [
                512,
                768,
                1024
            ]
        }
    ],
    "train": {
        "batch_size": 1,
        "steps": 1000,
        "gradient_accumulation_steps": 1,
        "train_unet": true,
        "train_text_encoder": false,
        "gradient_checkpointing": true,
        "noise_scheduler": "flowmatch",
        "optimizer": "adamw8bit",
        "lr": 0.0004,
        "ema_config": {
            "use_ema": true,
            "ema_decay": 0.99
        },
        "dtype": "bf16"
    },
    "model": {
        "name_or_path": "black-forest-labs/FLUX.1-dev",
        "is_flux": true,
        "quantize": true
    },
    "sample": {
        "sampler": "flowmatch",
        "sample_every": 500,
        "width": 1024,
        "height": 1024,
        "prompts": [
            "Photo of p3r5on holding a sign that says 'I LOVE PROMPTS!'",
            "Professional headshot of p3r5on in a business suit.",
            "A happy pilot p3r5on of a Boeing 747.",
            "A doctor p3r5on talking to a patient.",
            "A chef p3r5on in the middle of a bustling kitchen, plating a beautifully arranged dish.",
            "A young p3r5on with a big grin, holding a large ice cream cone in front of an old-fashioned ice cream parlor.",
            "A person p3r5on in a tuxedo, looking directly into the camera with a confident smile, standing on a red carpet at a gala event.",
            "Person p3r5on with a bitchin' 80's mullet hairstyle leaning out the window of a pontiac firebird"
        ],
        "neg": "",
        "seed": 42,
        "walk_seed": true,
        "guidance_scale": 4,
        "sample_steps": 20
    },
    "trigger_word": "p3r5on"
}
Using EMA

#############################################
# Running job: my_first_flux_lora_v1
#############################################


Running  1 process
Loading Flux model
Loading transformer

Loading checkpoint shards:   0%|          | 0/3 [00:00<?, ?it/s]
Loading checkpoint shards: 100%|██████████| 3/3 [00:00<00:00, 31.87it/s]
You set `add_prefix_space`. The tokenizer needs to be converted from the slow tokenizers
Quantizing transformer
Loading VAE
Loading T5

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Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00,  4.57it/s]
Quantizing T5
Loading CLIP
Making pipe
Preparing Model
create LoRA network. base dim (rank): 16, alpha: 16
neuron dropout: p=None, rank dropout: p=None, module dropout: p=None
create LoRA for Text Encoder: 0 modules.
create LoRA for U-Net: 494 modules.
enable LoRA for U-Net
Dataset: /workspace/ai-toolkit/images
  -  Preprocessing image dimensions

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100%|██████████| 9/9 [00:00<00:00, 37.56it/s]
  -  Found 9 images
Bucket sizes for /workspace/ai-toolkit/images:
416x576: 3 files
320x672: 2 files
608x416: 2 files
512x512: 1 files
672x384: 1 files
5 buckets made
Caching latents for /workspace/ai-toolkit/images
 - Saving latents to disk

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Dataset: /workspace/ai-toolkit/images
  -  Preprocessing image dimensions

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100%|██████████| 9/9 [00:00<00:00, 30916.25it/s]
  -  Found 9 images
Bucket sizes for /workspace/ai-toolkit/images:
672x864: 3 files
320x672: 2 files
896x608: 2 files
768x768: 1 files
992x576: 1 files
5 buckets made
Caching latents for /workspace/ai-toolkit/images
 - Saving latents to disk

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Caching latents to disk: 100%|██████████| 9/9 [00:00<00:00, 13.04it/s]
Dataset: /workspace/ai-toolkit/images
  -  Preprocessing image dimensions

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100%|██████████| 9/9 [00:00<00:00, 29330.80it/s]
  -  Found 9 images
Bucket sizes for /workspace/ai-toolkit/images:
832x1152: 3 files
320x672: 2 files
1024x704: 2 files
1024x1024: 1 files
1056x576: 1 files
5 buckets made
Caching latents for /workspace/ai-toolkit/images
 - Saving latents to disk

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Caching latents to disk: 100%|██████████| 9/9 [00:00<00:00, 10.40it/s]
Generating baseline samples before training

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Generating Images: 100%|██████████| 8/8 [02:46<00:00, 20.78s/it]
                                                                

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my_first_flux_lora_v1:   4%|▍         | 43/1000 [01:27<27:21,  1.72s/it, lr: 4.0e-04 loss: 3.913e-01]
my_first_flux_lora_v1:   4%|▍         | 43/1000 [01:29<27:21,  1.72s/it, lr: 4.0e-04 loss: 3.930e-01]
my_first_flux_lora_v1:   4%|▍         | 44/1000 [01:29<28:29,  1.79s/it, lr: 4.0e-04 loss: 3.930e-01]
my_first_flux_lora_v1:   4%|▍         | 44/1000 [01:31<28:29,  1.79s/it, lr: 4.0e-04 loss: 4.028e-01]
my_first_flux_lora_v1:   4%|▍         | 45/1000 [01:31<29:16,  1.84s/it, lr: 4.0e-04 loss: 4.028e-01]
my_first_flux_lora_v1:   4%|▍         | 45/1000 [01:33<29:16,  1.84s/it, lr: 4.0e-04 loss: 6.262e-01]
my_first_flux_lora_v1:   5%|▍         | 46/1000 [01:33<30:24,  1.91s/it, lr: 4.0e-04 loss: 6.262e-01]
my_first_flux_lora_v1:   5%|▍         | 46/1000 [01:34<30:24,  1.91s/it, lr: 4.0e-04 loss: 4.298e-01]
my_first_flux_lora_v1:   5%|▍         | 47/1000 [01:34<27:28,  1.73s/it, lr: 4.0e-04 loss: 4.298e-01]
my_first_flux_lora_v1:   5%|▍         | 47/1000 [01:36<27:28,  1.73s/it, lr: 4.0e-04 loss: 4.336e-01]
my_first_flux_lora_v1:   5%|▍         | 48/1000 [01:36<29:40,  1.87s/it, lr: 4.0e-04 loss: 4.336e-01]
my_first_flux_lora_v1:   5%|▍         | 48/1000 [01:38<29:40,  1.87s/it, lr: 4.0e-04 loss: 3.845e-01]
my_first_flux_lora_v1:   5%|▍         | 49/1000 [01:38<26:49,  1.69s/it, lr: 4.0e-04 loss: 3.845e-01]
my_first_flux_lora_v1:   5%|▍         | 49/1000 [01:41<26:49,  1.69s/it, lr: 4.0e-04 loss: 5.250e-01]
my_first_flux_lora_v1:   5%|▌         | 50/1000 [01:41<34:04,  2.15s/it, lr: 4.0e-04 loss: 5.250e-01]
my_first_flux_lora_v1:   5%|▌         | 50/1000 [01:42<34:04,  2.15s/it, lr: 4.0e-04 loss: 3.335e-01]
my_first_flux_lora_v1:   5%|▌         | 51/1000 [01:42<30:05,  1.90s/it, lr: 4.0e-04 loss: 3.335e-01]
my_first_flux_lora_v1:   5%|▌         | 51/1000 [01:44<30:05,  1.90s/it, lr: 4.0e-04 loss: 3.267e-01]
my_first_flux_lora_v1:   5%|▌         | 52/1000 [01:44<27:05,  1.71s/it, lr: 4.0e-04 loss: 3.267e-01]
my_first_flux_lora_v1:   5%|▌         | 52/1000 [01:45<27:05,  1.71s/it, lr: 4.0e-04 loss: 3.530e-01]
my_first_flux_lora_v1:   5%|▌         | 53/1000 [01:45<24:58,  1.58s/it, lr: 4.0e-04 loss: 3.530e-01]
my_first_flux_lora_v1:   5%|▌         | 53/1000 [01:47<24:58,  1.58s/it, lr: 4.0e-04 loss: 4.243e-01]
my_first_flux_lora_v1:   5%|▌         | 54/1000 [01:47<23:59,  1.52s/it, lr: 4.0e-04 loss: 4.243e-01]
my_first_flux_lora_v1:   5%|▌         | 54/1000 [01:48<23:59,  1.52s/it, lr: 4.0e-04 loss: 5.777e-01]
my_first_flux_lora_v1:   6%|▌         | 55/1000 [01:48<24:31,  1.56s/it, lr: 4.0e-04 loss: 5.777e-01]
my_first_flux_lora_v1:   6%|▌         | 55/1000 [01:50<24:31,  1.56s/it, lr: 4.0e-04 loss: 4.644e-01]
my_first_flux_lora_v1:   6%|▌         | 56/1000 [01:50<26:23,  1.68s/it, lr: 4.0e-04 loss: 4.644e-01]
my_first_flux_lora_v1:   6%|▌         | 56/1000 [01:52<26:23,  1.68s/it, lr: 4.0e-04 loss: 5.294e-01]
my_first_flux_lora_v1:   6%|▌         | 57/1000 [01:52<24:35,  1.57s/it, lr: 4.0e-04 loss: 5.294e-01]
my_first_flux_lora_v1:   6%|▌         | 57/1000 [01:53<24:35,  1.57s/it, lr: 4.0e-04 loss: 4.610e-01]
my_first_flux_lora_v1:   6%|▌         | 58/1000 [01:53<23:13,  1.48s/it, lr: 4.0e-04 loss: 4.610e-01]
my_first_flux_lora_v1:   6%|▌         | 58/1000 [01:54<23:13,  1.48s/it, lr: 4.0e-04 loss: 4.185e-01]
my_first_flux_lora_v1:   6%|▌         | 59/1000 [01:54<22:14,  1.42s/it, lr: 4.0e-04 loss: 4.185e-01]
my_first_flux_lora_v1:   6%|▌         | 59/1000 [01:56<22:14,  1.42s/it, lr: 4.0e-04 loss: 6.010e-01]
my_first_flux_lora_v1:   6%|▌         | 60/1000 [01:56<26:00,  1.66s/it, lr: 4.0e-04 loss: 6.010e-01]
my_first_flux_lora_v1:   6%|▌         | 60/1000 [01:58<26:00,  1.66s/it, lr: 4.0e-04 loss: 4.471e-01]
my_first_flux_lora_v1:   6%|▌         | 61/1000 [01:58<27:57,  1.79s/it, lr: 4.0e-04 loss: 4.471e-01]
my_first_flux_lora_v1:   6%|▌         | 61/1000 [02:01<27:57,  1.79s/it, lr: 4.0e-04 loss: 3.514e-01]
my_first_flux_lora_v1:   6%|▌         | 62/1000 [02:01<29:43,  1.90s/it, lr: 4.0e-04 loss: 3.514e-01]
my_first_flux_lora_v1:   6%|▌         | 62/1000 [02:04<29:43,  1.90s/it, lr: 4.0e-04 loss: 4.205e-01]
my_first_flux_lora_v1:   6%|▋         | 63/1000 [02:04<37:01,  2.37s/it, lr: 4.0e-04 loss: 4.205e-01]
my_first_flux_lora_v1:   6%|▋         | 63/1000 [02:05<37:01,  2.37s/it, lr: 4.0e-04 loss: 4.237e-01]
my_first_flux_lora_v1:   6%|▋         | 64/1000 [02:05<32:04,  2.06s/it, lr: 4.0e-04 loss: 4.237e-01]
my_first_flux_lora_v1:   6%|▋         | 64/1000 [02:09<32:04,  2.06s/it, lr: 4.0e-04 loss: 3.551e-01]
my_first_flux_lora_v1:   6%|▋         | 65/1000 [02:09<37:31,  2.41s/it, lr: 4.0e-04 loss: 3.551e-01]
my_first_flux_lora_v1:   6%|▋         | 65/1000 [02:12<37:31,  2.41s/it, lr: 4.0e-04 loss: 3.445e-01]
my_first_flux_lora_v1:   7%|▋         | 66/1000 [02:12<41:48,  2.69s/it, lr: 4.0e-04 loss: 3.445e-01]
my_first_flux_lora_v1:   7%|▋         | 66/1000 [02:14<41:48,  2.69s/it, lr: 4.0e-04 loss: 3.485e-01]
my_first_flux_lora_v1:   7%|▋         | 67/1000 [02:14<38:47,  2.50s/it, lr: 4.0e-04 loss: 3.485e-01]
my_first_flux_lora_v1:   7%|▋         | 67/1000 [02:16<38:47,  2.50s/it, lr: 4.0e-04 loss: 3.239e-01]
my_first_flux_lora_v1:   7%|▋         | 68/1000 [02:16<38:26,  2.47s/it, lr: 4.0e-04 loss: 3.239e-01]
my_first_flux_lora_v1:   7%|▋         | 68/1000 [02:19<38:26,  2.47s/it, lr: 4.0e-04 loss: 5.482e-01]
my_first_flux_lora_v1:   7%|▋         | 69/1000 [02:19<36:30,  2.35s/it, lr: 4.0e-04 loss: 5.482e-01]
my_first_flux_lora_v1:   7%|▋         | 69/1000 [02:20<36:30,  2.35s/it, lr: 4.0e-04 loss: 3.303e-01]
my_first_flux_lora_v1:   7%|▋         | 70/1000 [02:20<31:27,  2.03s/it, lr: 4.0e-04 loss: 3.303e-01]
my_first_flux_lora_v1:   7%|▋         | 70/1000 [02:21<31:27,  2.03s/it, lr: 4.0e-04 loss: 5.403e-01]
my_first_flux_lora_v1:   7%|▋         | 71/1000 [02:21<27:55,  1.80s/it, lr: 4.0e-04 loss: 5.403e-01]
my_first_flux_lora_v1:   7%|▋         | 71/1000 [02:23<27:55,  1.80s/it, lr: 4.0e-04 loss: 5.159e-01]
my_first_flux_lora_v1:   7%|▋         | 72/1000 [02:23<26:32,  1.72s/it, lr: 4.0e-04 loss: 5.159e-01]
my_first_flux_lora_v1:   7%|▋         | 72/1000 [02:24<26:32,  1.72s/it, lr: 4.0e-04 loss: 4.187e-01]
my_first_flux_lora_v1:   7%|▋         | 73/1000 [02:24<24:37,  1.59s/it, lr: 4.0e-04 loss: 4.187e-01]
my_first_flux_lora_v1:   7%|▋         | 73/1000 [02:25<24:37,  1.59s/it, lr: 4.0e-04 loss: 4.489e-01]
my_first_flux_lora_v1:   7%|▋         | 74/1000 [02:25<23:21,  1.51s/it, lr: 4.0e-04 loss: 4.489e-01]
my_first_flux_lora_v1:   7%|▋         | 74/1000 [02:27<23:21,  1.51s/it, lr: 4.0e-04 loss: 3.159e-01]
my_first_flux_lora_v1:   8%|▊         | 75/1000 [02:27<22:14,  1.44s/it, lr: 4.0e-04 loss: 3.159e-01]
my_first_flux_lora_v1:   8%|▊         | 75/1000 [02:28<22:14,  1.44s/it, lr: 4.0e-04 loss: 3.271e-01]
my_first_flux_lora_v1:   8%|▊         | 76/1000 [02:28<21:27,  1.39s/it, lr: 4.0e-04 loss: 3.271e-01]
my_first_flux_lora_v1:   8%|▊         | 76/1000 [02:31<21:27,  1.39s/it, lr: 4.0e-04 loss: 3.604e-01]
my_first_flux_lora_v1:   8%|▊         | 77/1000 [02:31<29:53,  1.94s/it, lr: 4.0e-04 loss: 3.604e-01]
my_first_flux_lora_v1:   8%|▊         | 77/1000 [02:33<29:53,  1.94s/it, lr: 4.0e-04 loss: 4.699e-01]
my_first_flux_lora_v1:   8%|▊         | 78/1000 [02:33<31:07,  2.03s/it, lr: 4.0e-04 loss: 4.699e-01]
my_first_flux_lora_v1:   8%|▊         | 78/1000 [02:36<31:07,  2.03s/it, lr: 4.0e-04 loss: 3.214e-01]
my_first_flux_lora_v1:   8%|▊         | 79/1000 [02:36<32:56,  2.15s/it, lr: 4.0e-04 loss: 3.214e-01]
my_first_flux_lora_v1:   8%|▊         | 79/1000 [02:38<32:56,  2.15s/it, lr: 4.0e-04 loss: 3.688e-01]
my_first_flux_lora_v1:   8%|▊         | 80/1000 [02:38<32:02,  2.09s/it, lr: 4.0e-04 loss: 3.688e-01]
my_first_flux_lora_v1:   8%|▊         | 80/1000 [02:41<32:02,  2.09s/it, lr: 4.0e-04 loss: 3.509e-01]
my_first_flux_lora_v1:   8%|▊         | 81/1000 [02:41<37:23,  2.44s/it, lr: 4.0e-04 loss: 3.509e-01]
my_first_flux_lora_v1:   8%|▊         | 81/1000 [02:43<37:23,  2.44s/it, lr: 4.0e-04 loss: 3.324e-01]
my_first_flux_lora_v1:   8%|▊         | 82/1000 [02:43<32:01,  2.09s/it, lr: 4.0e-04 loss: 3.324e-01]
my_first_flux_lora_v1:   8%|▊         | 82/1000 [02:46<32:01,  2.09s/it, lr: 4.0e-04 loss: 5.264e-01]
my_first_flux_lora_v1:   8%|▊         | 83/1000 [02:46<37:10,  2.43s/it, lr: 4.0e-04 loss: 5.264e-01]
my_first_flux_lora_v1:   8%|▊         | 83/1000 [02:48<37:10,  2.43s/it, lr: 4.0e-04 loss: 4.773e-01]
my_first_flux_lora_v1:   8%|▊         | 84/1000 [02:48<36:37,  2.40s/it, lr: 4.0e-04 loss: 4.773e-01]
my_first_flux_lora_v1:   8%|▊         | 84/1000 [02:50<36:37,  2.40s/it, lr: 4.0e-04 loss: 3.336e-01]
my_first_flux_lora_v1:   8%|▊         | 85/1000 [02:50<34:35,  2.27s/it, lr: 4.0e-04 loss: 3.336e-01]
my_first_flux_lora_v1:   8%|▊         | 85/1000 [02:52<34:35,  2.27s/it, lr: 4.0e-04 loss: 6.139e-01]
my_first_flux_lora_v1:   9%|▊         | 86/1000 [02:52<30:15,  1.99s/it, lr: 4.0e-04 loss: 6.139e-01]
my_first_flux_lora_v1:   9%|▊         | 86/1000 [02:53<30:15,  1.99s/it, lr: 4.0e-04 loss: 2.845e-01]
my_first_flux_lora_v1:   9%|▊         | 87/1000 [02:53<30:06,  1.98s/it, lr: 4.0e-04 loss: 2.845e-01]
my_first_flux_lora_v1:   9%|▊         | 87/1000 [02:55<30:06,  1.98s/it, lr: 4.0e-04 loss: 3.972e-01]
my_first_flux_lora_v1:   9%|▉         | 88/1000 [02:55<27:04,  1.78s/it, lr: 4.0e-04 loss: 3.972e-01]
my_first_flux_lora_v1:   9%|▉         | 88/1000 [02:58<27:04,  1.78s/it, lr: 4.0e-04 loss: 6.354e-01]
my_first_flux_lora_v1:   9%|▉         | 89/1000 [02:58<34:41,  2.28s/it, lr: 4.0e-04 loss: 6.354e-01]
my_first_flux_lora_v1:   9%|▉         | 89/1000 [03:00<34:41,  2.28s/it, lr: 4.0e-04 loss: 3.978e-01]
my_first_flux_lora_v1:   9%|▉         | 90/1000 [03:00<31:08,  2.05s/it, lr: 4.0e-04 loss: 3.978e-01]
my_first_flux_lora_v1:   9%|▉         | 90/1000 [03:02<31:08,  2.05s/it, lr: 4.0e-04 loss: 5.832e-01]
my_first_flux_lora_v1:   9%|▉         | 91/1000 [03:02<31:10,  2.06s/it, lr: 4.0e-04 loss: 5.832e-01]
my_first_flux_lora_v1:   9%|▉         | 91/1000 [03:03<31:10,  2.06s/it, lr: 4.0e-04 loss: 4.622e-01]
my_first_flux_lora_v1:   9%|▉         | 92/1000 [03:03<27:59,  1.85s/it, lr: 4.0e-04 loss: 4.622e-01]
my_first_flux_lora_v1:   9%|▉         | 92/1000 [03:05<27:59,  1.85s/it, lr: 4.0e-04 loss: 3.628e-01]
my_first_flux_lora_v1:   9%|▉         | 93/1000 [03:05<25:38,  1.70s/it, lr: 4.0e-04 loss: 3.628e-01]
my_first_flux_lora_v1:   9%|▉         | 93/1000 [03:07<25:38,  1.70s/it, lr: 4.0e-04 loss: 3.802e-01]
my_first_flux_lora_v1:   9%|▉         | 94/1000 [03:07<28:57,  1.92s/it, lr: 4.0e-04 loss: 3.802e-01]
my_first_flux_lora_v1:   9%|▉         | 94/1000 [03:10<28:57,  1.92s/it, lr: 4.0e-04 loss: 8.680e-01]
my_first_flux_lora_v1:  10%|▉         | 95/1000 [03:10<34:56,  2.32s/it, lr: 4.0e-04 loss: 8.680e-01]
my_first_flux_lora_v1:  10%|▉         | 95/1000 [03:12<34:56,  2.32s/it, lr: 4.0e-04 loss: 4.683e-01]
my_first_flux_lora_v1:  10%|▉         | 96/1000 [03:12<34:30,  2.29s/it, lr: 4.0e-04 loss: 4.683e-01]
my_first_flux_lora_v1:  10%|▉         | 96/1000 [03:15<34:30,  2.29s/it, lr: 4.0e-04 loss: 3.370e-01]
my_first_flux_lora_v1:  10%|▉         | 97/1000 [03:15<33:23,  2.22s/it, lr: 4.0e-04 loss: 3.370e-01]
my_first_flux_lora_v1:  10%|▉         | 97/1000 [03:17<33:23,  2.22s/it, lr: 4.0e-04 loss: 3.467e-01]
my_first_flux_lora_v1:  10%|▉         | 98/1000 [03:17<34:18,  2.28s/it, lr: 4.0e-04 loss: 3.467e-01]
my_first_flux_lora_v1:  10%|▉         | 98/1000 [03:18<34:18,  2.28s/it, lr: 4.0e-04 loss: 4.561e-01]
my_first_flux_lora_v1:  10%|▉         | 99/1000 [03:18<29:43,  1.98s/it, lr: 4.0e-04 loss: 4.561e-01]
my_first_flux_lora_v1:  10%|▉         | 99/1000 [03:20<29:43,  1.98s/it, lr: 4.0e-04 loss: 4.362e-01]
my_first_flux_lora_v1:  10%|█         | 100/1000 [03:22<29:41,  1.98s/it, lr: 4.0e-04 loss: 4.414e-01]
my_first_flux_lora_v1:  10%|█         | 101/1000 [03:22<20:22,  1.36s/it, lr: 4.0e-04 loss: 4.414e-01]
my_first_flux_lora_v1:  10%|█         | 101/1000 [03:23<20:22,  1.36s/it, lr: 4.0e-04 loss: 4.006e-01]
my_first_flux_lora_v1:  10%|█         | 102/1000 [03:23<20:49,  1.39s/it, lr: 4.0e-04 loss: 4.006e-01]
my_first_flux_lora_v1:  10%|█         | 102/1000 [03:24<20:49,  1.39s/it, lr: 4.0e-04 loss: 5.216e-01]
my_first_flux_lora_v1:  10%|█         | 103/1000 [03:24<20:20,  1.36s/it, lr: 4.0e-04 loss: 5.216e-01]
my_first_flux_lora_v1:  10%|█         | 103/1000 [03:26<20:20,  1.36s/it, lr: 4.0e-04 loss: 3.278e-01]
my_first_flux_lora_v1:  10%|█         | 104/1000 [03:26<19:57,  1.34s/it, lr: 4.0e-04 loss: 3.278e-01]
my_first_flux_lora_v1:  10%|█         | 104/1000 [03:27<19:57,  1.34s/it, lr: 4.0e-04 loss: 4.827e-01]
my_first_flux_lora_v1:  10%|█         | 105/1000 [03:27<19:55,  1.34s/it, lr: 4.0e-04 loss: 4.827e-01]
my_first_flux_lora_v1:  10%|█         | 105/1000 [03:28<19:55,  1.34s/it, lr: 4.0e-04 loss: 4.706e-01]
my_first_flux_lora_v1:  11%|█         | 106/1000 [03:28<19:44,  1.32s/it, lr: 4.0e-04 loss: 4.706e-01]
my_first_flux_lora_v1:  11%|█         | 106/1000 [03:30<19:44,  1.32s/it, lr: 4.0e-04 loss: 4.481e-01]
my_first_flux_lora_v1:  11%|█         | 107/1000 [03:30<22:56,  1.54s/it, lr: 4.0e-04 loss: 4.481e-01]
my_first_flux_lora_v1:  11%|█         | 107/1000 [03:33<22:56,  1.54s/it, lr: 4.0e-04 loss: 3.227e-01]
my_first_flux_lora_v1:  11%|█         | 108/1000 [03:33<25:57,  1.75s/it, lr: 4.0e-04 loss: 3.227e-01]
my_first_flux_lora_v1:  11%|█         | 108/1000 [03:35<25:57,  1.75s/it, lr: 4.0e-04 loss: 5.241e-01]
my_first_flux_lora_v1:  11%|█         | 109/1000 [03:35<27:20,  1.84s/it, lr: 4.0e-04 loss: 5.241e-01]
my_first_flux_lora_v1:  11%|█         | 109/1000 [03:38<27:20,  1.84s/it, lr: 4.0e-04 loss: 4.573e-01]
my_first_flux_lora_v1:  11%|█         | 110/1000 [03:38<29:52,  2.01s/it, lr: 4.0e-04 loss: 4.573e-01]
my_first_flux_lora_v1:  11%|█         | 110/1000 [03:39<29:52,  2.01s/it, lr: 4.0e-04 loss: 4.541e-01]
my_first_flux_lora_v1:  11%|█         | 111/1000 [03:39<26:33,  1.79s/it, lr: 4.0e-04 loss: 4.541e-01]
my_first_flux_lora_v1:  11%|█         | 111/1000 [03:41<26:33,  1.79s/it, lr: 4.0e-04 loss: 6.148e-01]
my_first_flux_lora_v1:  11%|█         | 112/1000 [03:41<27:48,  1.88s/it, lr: 4.0e-04 loss: 6.148e-01]
my_first_flux_lora_v1:  11%|█         | 112/1000 [03:42<27:48,  1.88s/it, lr: 4.0e-04 loss: 3.899e-01]
my_first_flux_lora_v1:  11%|█▏        | 113/1000 [03:42<25:19,  1.71s/it, lr: 4.0e-04 loss: 3.899e-01]
my_first_flux_lora_v1:  11%|█▏        | 113/1000 [03:44<25:19,  1.71s/it, lr: 4.0e-04 loss: 4.366e-01]
my_first_flux_lora_v1:  11%|█▏        | 114/1000 [03:44<24:28,  1.66s/it, lr: 4.0e-04 loss: 4.366e-01]
my_first_flux_lora_v1:  11%|█▏        | 114/1000 [03:46<24:28,  1.66s/it, lr: 4.0e-04 loss: 5.899e-01]
my_first_flux_lora_v1:  12%|█▏        | 115/1000 [03:46<26:16,  1.78s/it, lr: 4.0e-04 loss: 5.899e-01]
my_first_flux_lora_v1:  12%|█▏        | 115/1000 [03:49<26:16,  1.78s/it, lr: 4.0e-04 loss: 5.587e-01]
my_first_flux_lora_v1:  12%|█▏        | 116/1000 [03:49<33:40,  2.29s/it, lr: 4.0e-04 loss: 5.587e-01]
my_first_flux_lora_v1:  12%|█▏        | 116/1000 [03:51<33:40,  2.29s/it, lr: 4.0e-04 loss: 3.882e-01]
my_first_flux_lora_v1:  12%|█▏        | 117/1000 [03:51<29:11,  1.98s/it, lr: 4.0e-04 loss: 3.882e-01]
my_first_flux_lora_v1:  12%|█▏        | 117/1000 [03:54<29:11,  1.98s/it, lr: 4.0e-04 loss: 4.011e-01]
my_first_flux_lora_v1:  12%|█▏        | 118/1000 [03:54<34:37,  2.36s/it, lr: 4.0e-04 loss: 4.011e-01]
my_first_flux_lora_v1:  12%|█▏        | 118/1000 [03:55<34:37,  2.36s/it, lr: 4.0e-04 loss: 4.074e-01]
my_first_flux_lora_v1:  12%|█▏        | 119/1000 [03:55<30:03,  2.05s/it, lr: 4.0e-04 loss: 4.074e-01]
my_first_flux_lora_v1:  12%|█▏        | 119/1000 [03:57<30:03,  2.05s/it, lr: 4.0e-04 loss: 5.582e-01]
my_first_flux_lora_v1:  12%|█▏        | 120/1000 [03:57<27:36,  1.88s/it, lr: 4.0e-04 loss: 5.582e-01]
my_first_flux_lora_v1:  12%|█▏        | 120/1000 [03:58<27:36,  1.88s/it, lr: 4.0e-04 loss: 4.172e-01]
my_first_flux_lora_v1:  12%|█▏        | 121/1000 [03:58<24:57,  1.70s/it, lr: 4.0e-04 loss: 4.172e-01]
my_first_flux_lora_v1:  12%|█▏        | 121/1000 [04:00<24:57,  1.70s/it, lr: 4.0e-04 loss: 2.908e-01]
my_first_flux_lora_v1:  12%|█▏        | 122/1000 [04:00<28:06,  1.92s/it, lr: 4.0e-04 loss: 2.908e-01]
my_first_flux_lora_v1:  12%|█▏        | 122/1000 [04:02<28:06,  1.92s/it, lr: 4.0e-04 loss: 3.170e-01]
my_first_flux_lora_v1:  12%|█▏        | 123/1000 [04:02<25:14,  1.73s/it, lr: 4.0e-04 loss: 3.170e-01]
my_first_flux_lora_v1:  12%|█▏        | 123/1000 [04:04<25:14,  1.73s/it, lr: 4.0e-04 loss: 3.716e-01]
my_first_flux_lora_v1:  12%|█▏        | 124/1000 [04:04<26:38,  1.83s/it, lr: 4.0e-04 loss: 3.716e-01]
my_first_flux_lora_v1:  12%|█▏        | 124/1000 [04:05<26:38,  1.83s/it, lr: 4.0e-04 loss: 4.443e-01]
my_first_flux_lora_v1:  12%|█▎        | 125/1000 [04:05<24:21,  1.67s/it, lr: 4.0e-04 loss: 4.443e-01]
my_first_flux_lora_v1:  12%|█▎        | 125/1000 [04:07<24:21,  1.67s/it, lr: 4.0e-04 loss: 6.183e-01]
my_first_flux_lora_v1:  13%|█▎        | 126/1000 [04:07<26:43,  1.83s/it, lr: 4.0e-04 loss: 6.183e-01]
my_first_flux_lora_v1:  13%|█▎        | 126/1000 [04:10<26:43,  1.83s/it, lr: 4.0e-04 loss: 3.129e-01]
my_first_flux_lora_v1:  13%|█▎        | 127/1000 [04:10<32:46,  2.25s/it, lr: 4.0e-04 loss: 3.129e-01]
my_first_flux_lora_v1:  13%|█▎        | 127/1000 [04:12<32:46,  2.25s/it, lr: 4.0e-04 loss: 3.468e-01]
my_first_flux_lora_v1:  13%|█▎        | 128/1000 [04:12<28:36,  1.97s/it, lr: 4.0e-04 loss: 3.468e-01]
my_first_flux_lora_v1:  13%|█▎        | 128/1000 [04:13<28:36,  1.97s/it, lr: 4.0e-04 loss: 5.492e-01]
my_first_flux_lora_v1:  13%|█▎        | 129/1000 [04:13<25:32,  1.76s/it, lr: 4.0e-04 loss: 5.492e-01]
my_first_flux_lora_v1:  13%|█▎        | 129/1000 [04:15<25:32,  1.76s/it, lr: 4.0e-04 loss: 4.205e-01]
my_first_flux_lora_v1:  13%|█▎        | 130/1000 [04:15<27:17,  1.88s/it, lr: 4.0e-04 loss: 4.205e-01]
my_first_flux_lora_v1:  13%|█▎        | 130/1000 [04:17<27:17,  1.88s/it, lr: 4.0e-04 loss: 3.731e-01]
my_first_flux_lora_v1:  13%|█▎        | 131/1000 [04:17<24:47,  1.71s/it, lr: 4.0e-04 loss: 3.731e-01]
my_first_flux_lora_v1:  13%|█▎        | 131/1000 [04:20<24:47,  1.71s/it, lr: 4.0e-04 loss: 4.174e-01]
my_first_flux_lora_v1:  13%|█▎        | 132/1000 [04:20<31:44,  2.19s/it, lr: 4.0e-04 loss: 4.174e-01]
my_first_flux_lora_v1:  13%|█▎        | 132/1000 [04:21<31:44,  2.19s/it, lr: 4.0e-04 loss: 4.325e-01]
my_first_flux_lora_v1:  13%|█▎        | 133/1000 [04:21<27:48,  1.92s/it, lr: 4.0e-04 loss: 4.325e-01]
my_first_flux_lora_v1:  13%|█▎        | 133/1000 [04:23<27:48,  1.92s/it, lr: 4.0e-04 loss: 3.691e-01]
my_first_flux_lora_v1:  13%|█▎        | 134/1000 [04:23<27:56,  1.94s/it, lr: 4.0e-04 loss: 3.691e-01]
my_first_flux_lora_v1:  13%|█▎        | 134/1000 [04:26<27:56,  1.94s/it, lr: 4.0e-04 loss: 3.208e-01]
my_first_flux_lora_v1:  14%|█▎        | 135/1000 [04:26<28:38,  1.99s/it, lr: 4.0e-04 loss: 3.208e-01]
my_first_flux_lora_v1:  14%|█▎        | 135/1000 [04:28<28:38,  1.99s/it, lr: 4.0e-04 loss: 4.216e-01]
my_first_flux_lora_v1:  14%|█▎        | 136/1000 [04:28<28:28,  1.98s/it, lr: 4.0e-04 loss: 4.216e-01]
my_first_flux_lora_v1:  14%|█▎        | 136/1000 [04:29<28:28,  1.98s/it, lr: 4.0e-04 loss: 4.941e-01]
my_first_flux_lora_v1:  14%|█▎        | 137/1000 [04:29<25:20,  1.76s/it, lr: 4.0e-04 loss: 4.941e-01]
my_first_flux_lora_v1:  14%|█▎        | 137/1000 [04:31<25:20,  1.76s/it, lr: 4.0e-04 loss: 4.419e-01]
my_first_flux_lora_v1:  14%|█▍        | 138/1000 [04:31<24:36,  1.71s/it, lr: 4.0e-04 loss: 4.419e-01]
my_first_flux_lora_v1:  14%|█▍        | 138/1000 [04:32<24:36,  1.71s/it, lr: 4.0e-04 loss: 4.768e-01]
my_first_flux_lora_v1:  14%|█▍        | 139/1000 [04:32<22:52,  1.59s/it, lr: 4.0e-04 loss: 4.768e-01]
my_first_flux_lora_v1:  14%|█▍        | 139/1000 [04:34<22:52,  1.59s/it, lr: 4.0e-04 loss: 5.786e-01]
my_first_flux_lora_v1:  14%|█▍        | 140/1000 [04:34<24:52,  1.74s/it, lr: 4.0e-04 loss: 5.786e-01]
my_first_flux_lora_v1:  14%|█▍        | 140/1000 [04:37<24:52,  1.74s/it, lr: 4.0e-04 loss: 5.358e-01]
my_first_flux_lora_v1:  14%|█▍        | 141/1000 [04:37<31:14,  2.18s/it, lr: 4.0e-04 loss: 5.358e-01]
my_first_flux_lora_v1:  14%|█▍        | 141/1000 [04:40<31:14,  2.18s/it, lr: 4.0e-04 loss: 6.624e-01]
my_first_flux_lora_v1:  14%|█▍        | 142/1000 [04:40<35:41,  2.50s/it, lr: 4.0e-04 loss: 6.624e-01]
my_first_flux_lora_v1:  14%|█▍        | 142/1000 [04:43<35:41,  2.50s/it, lr: 4.0e-04 loss: 4.473e-01]
my_first_flux_lora_v1:  14%|█▍        | 143/1000 [04:43<35:20,  2.47s/it, lr: 4.0e-04 loss: 4.473e-01]
my_first_flux_lora_v1:  14%|█▍        | 143/1000 [04:44<35:20,  2.47s/it, lr: 4.0e-04 loss: 3.541e-01]
my_first_flux_lora_v1:  14%|█▍        | 144/1000 [04:44<30:59,  2.17s/it, lr: 4.0e-04 loss: 3.541e-01]
my_first_flux_lora_v1:  14%|█▍        | 144/1000 [04:46<30:59,  2.17s/it, lr: 4.0e-04 loss: 4.902e-01]
my_first_flux_lora_v1:  14%|█▍        | 145/1000 [04:46<27:07,  1.90s/it, lr: 4.0e-04 loss: 4.902e-01]
my_first_flux_lora_v1:  14%|█▍        | 145/1000 [04:47<27:07,  1.90s/it, lr: 4.0e-04 loss: 4.766e-01]
my_first_flux_lora_v1:  15%|█▍        | 146/1000 [04:47<24:28,  1.72s/it, lr: 4.0e-04 loss: 4.766e-01]
my_first_flux_lora_v1:  15%|█▍        | 146/1000 [04:49<24:28,  1.72s/it, lr: 4.0e-04 loss: 3.257e-01]
my_first_flux_lora_v1:  15%|█▍        | 147/1000 [04:49<25:50,  1.82s/it, lr: 4.0e-04 loss: 3.257e-01]
my_first_flux_lora_v1:  15%|█▍        | 147/1000 [04:50<25:50,  1.82s/it, lr: 4.0e-04 loss: 4.205e-01]
my_first_flux_lora_v1:  15%|█▍        | 148/1000 [04:50<23:33,  1.66s/it, lr: 4.0e-04 loss: 4.205e-01]
my_first_flux_lora_v1:  15%|█▍        | 148/1000 [04:54<23:33,  1.66s/it, lr: 4.0e-04 loss: 3.318e-01]
my_first_flux_lora_v1:  15%|█▍        | 149/1000 [04:54<31:11,  2.20s/it, lr: 4.0e-04 loss: 3.318e-01]
my_first_flux_lora_v1:  15%|█▍        | 149/1000 [04:55<31:11,  2.20s/it, lr: 4.0e-04 loss: 3.995e-01]
my_first_flux_lora_v1:  15%|█▌        | 150/1000 [04:55<28:00,  1.98s/it, lr: 4.0e-04 loss: 3.995e-01]
my_first_flux_lora_v1:  15%|█▌        | 150/1000 [04:57<28:00,  1.98s/it, lr: 4.0e-04 loss: 6.203e-01]
my_first_flux_lora_v1:  15%|█▌        | 151/1000 [04:57<28:24,  2.01s/it, lr: 4.0e-04 loss: 6.203e-01]
my_first_flux_lora_v1:  15%|█▌        | 151/1000 [04:58<28:24,  2.01s/it, lr: 4.0e-04 loss: 4.527e-01]
my_first_flux_lora_v1:  15%|█▌        | 152/1000 [04:58<25:11,  1.78s/it, lr: 4.0e-04 loss: 4.527e-01]
my_first_flux_lora_v1:  15%|█▌        | 152/1000 [05:00<25:11,  1.78s/it, lr: 4.0e-04 loss: 3.580e-01]
my_first_flux_lora_v1:  15%|█▌        | 153/1000 [05:00<25:54,  1.84s/it, lr: 4.0e-04 loss: 3.580e-01]
my_first_flux_lora_v1:  15%|█▌        | 153/1000 [05:02<25:54,  1.84s/it, lr: 4.0e-04 loss: 5.055e-01]
my_first_flux_lora_v1:  15%|█▌        | 154/1000 [05:02<23:39,  1.68s/it, lr: 4.0e-04 loss: 5.055e-01]
my_first_flux_lora_v1:  15%|█▌        | 154/1000 [05:04<23:39,  1.68s/it, lr: 4.0e-04 loss: 2.817e-01]
my_first_flux_lora_v1:  16%|█▌        | 155/1000 [05:04<26:46,  1.90s/it, lr: 4.0e-04 loss: 2.817e-01]
my_first_flux_lora_v1:  16%|█▌        | 155/1000 [05:06<26:46,  1.90s/it, lr: 4.0e-04 loss: 4.595e-01]
my_first_flux_lora_v1:  16%|█▌        | 156/1000 [05:06<24:57,  1.77s/it, lr: 4.0e-04 loss: 4.595e-01]
my_first_flux_lora_v1:  16%|█▌        | 156/1000 [05:07<24:57,  1.77s/it, lr: 4.0e-04 loss: 3.990e-01]
my_first_flux_lora_v1:  16%|█▌        | 157/1000 [05:07<22:45,  1.62s/it, lr: 4.0e-04 loss: 3.990e-01]
my_first_flux_lora_v1:  16%|█▌        | 157/1000 [05:09<22:45,  1.62s/it, lr: 4.0e-04 loss: 3.800e-01]
my_first_flux_lora_v1:  16%|█▌        | 158/1000 [05:09<24:36,  1.75s/it, lr: 4.0e-04 loss: 3.800e-01]
my_first_flux_lora_v1:  16%|█▌        | 158/1000 [05:11<24:36,  1.75s/it, lr: 4.0e-04 loss: 3.620e-01]
my_first_flux_lora_v1:  16%|█▌        | 159/1000 [05:11<26:17,  1.88s/it, lr: 4.0e-04 loss: 3.620e-01]
my_first_flux_lora_v1:  16%|█▌        | 159/1000 [05:12<26:17,  1.88s/it, lr: 4.0e-04 loss: 4.390e-01]
my_first_flux_lora_v1:  16%|█▌        | 160/1000 [05:12<23:51,  1.70s/it, lr: 4.0e-04 loss: 4.390e-01]
my_first_flux_lora_v1:  16%|█▌        | 160/1000 [05:16<23:51,  1.70s/it, lr: 4.0e-04 loss: 4.536e-01]
my_first_flux_lora_v1:  16%|█▌        | 161/1000 [05:16<30:12,  2.16s/it, lr: 4.0e-04 loss: 4.536e-01]
my_first_flux_lora_v1:  16%|█▌        | 161/1000 [05:18<30:12,  2.16s/it, lr: 4.0e-04 loss: 5.966e-01]
my_first_flux_lora_v1:  16%|█▌        | 162/1000 [05:18<28:03,  2.01s/it, lr: 4.0e-04 loss: 5.966e-01]
my_first_flux_lora_v1:  16%|█▌        | 162/1000 [05:21<28:03,  2.01s/it, lr: 4.0e-04 loss: 3.842e-01]
my_first_flux_lora_v1:  16%|█▋        | 163/1000 [05:21<33:06,  2.37s/it, lr: 4.0e-04 loss: 3.842e-01]
my_first_flux_lora_v1:  16%|█▋        | 163/1000 [05:22<33:06,  2.37s/it, lr: 4.0e-04 loss: 3.964e-01]
my_first_flux_lora_v1:  16%|█▋        | 164/1000 [05:22<28:27,  2.04s/it, lr: 4.0e-04 loss: 3.964e-01]
my_first_flux_lora_v1:  16%|█▋        | 164/1000 [05:24<28:27,  2.04s/it, lr: 4.0e-04 loss: 3.524e-01]
my_first_flux_lora_v1:  16%|█▋        | 165/1000 [05:24<25:14,  1.81s/it, lr: 4.0e-04 loss: 3.524e-01]
my_first_flux_lora_v1:  16%|█▋        | 165/1000 [05:25<25:14,  1.81s/it, lr: 4.0e-04 loss: 3.525e-01]
my_first_flux_lora_v1:  17%|█▋        | 166/1000 [05:25<22:55,  1.65s/it, lr: 4.0e-04 loss: 3.525e-01]
my_first_flux_lora_v1:  17%|█▋        | 166/1000 [05:26<22:55,  1.65s/it, lr: 4.0e-04 loss: 4.572e-01]
my_first_flux_lora_v1:  17%|█▋        | 167/1000 [05:26<21:32,  1.55s/it, lr: 4.0e-04 loss: 4.572e-01]
my_first_flux_lora_v1:  17%|█▋        | 167/1000 [05:29<21:32,  1.55s/it, lr: 4.0e-04 loss: 5.156e-01]
my_first_flux_lora_v1:  17%|█▋        | 168/1000 [05:29<25:41,  1.85s/it, lr: 4.0e-04 loss: 5.156e-01]
my_first_flux_lora_v1:  17%|█▋        | 168/1000 [05:32<25:41,  1.85s/it, lr: 4.0e-04 loss: 5.919e-01]
my_first_flux_lora_v1:  17%|█▋        | 169/1000 [05:32<31:21,  2.26s/it, lr: 4.0e-04 loss: 5.919e-01]
my_first_flux_lora_v1:  17%|█▋        | 169/1000 [05:33<31:21,  2.26s/it, lr: 4.0e-04 loss: 5.357e-01]
my_first_flux_lora_v1:  17%|█▋        | 170/1000 [05:33<27:18,  1.97s/it, lr: 4.0e-04 loss: 5.357e-01]
my_first_flux_lora_v1:  17%|█▋        | 170/1000 [05:35<27:18,  1.97s/it, lr: 4.0e-04 loss: 6.287e-01]
my_first_flux_lora_v1:  17%|█▋        | 171/1000 [05:35<27:42,  2.01s/it, lr: 4.0e-04 loss: 6.287e-01]
my_first_flux_lora_v1:  17%|█▋        | 171/1000 [05:37<27:42,  2.01s/it, lr: 4.0e-04 loss: 4.748e-01]
my_first_flux_lora_v1:  17%|█▋        | 172/1000 [05:37<24:52,  1.80s/it, lr: 4.0e-04 loss: 4.748e-01]
my_first_flux_lora_v1:  17%|█▋        | 172/1000 [05:39<24:52,  1.80s/it, lr: 4.0e-04 loss: 5.535e-01]
my_first_flux_lora_v1:  17%|█▋        | 173/1000 [05:39<25:56,  1.88s/it, lr: 4.0e-04 loss: 5.535e-01]
my_first_flux_lora_v1:  17%|█▋        | 173/1000 [05:41<25:56,  1.88s/it, lr: 4.0e-04 loss: 3.985e-01]
my_first_flux_lora_v1:  17%|█▋        | 174/1000 [05:41<27:39,  2.01s/it, lr: 4.0e-04 loss: 3.985e-01]
my_first_flux_lora_v1:  17%|█▋        | 174/1000 [05:43<27:39,  2.01s/it, lr: 4.0e-04 loss: 3.123e-01]
my_first_flux_lora_v1:  18%|█▊        | 175/1000 [05:43<27:51,  2.03s/it, lr: 4.0e-04 loss: 3.123e-01]
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