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Train Diffusion LLM with FSDP on HF Datasets

See:

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ezpz launch python3 -m ezpz.examples.diffusion --batch_size 1 --hf_dataset stanfordnlp/imdb
--help 
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$ python3 -m ezpz.examples.diffusion --help
usage: diffusion.py [-h] [--batch-size BATCH_SIZE] [--dtype DTYPE]
                    [--extra-text [EXTRA_TEXT ...]] [--fsdp]
                    [--fsdp-mixed-precision] [--hidden HIDDEN]
                    [--hf-dataset HF_DATASET] [--hf-split HF_SPLIT]
                    [--hf-text-column HF_TEXT_COLUMN] [--hf-limit HF_LIMIT]
                    [--log_freq LOG_FREQ] [--outdir OUTDIR]
                    [--samples SAMPLES] [--seed SEED] [--seq-len SEQ_LEN]
                    [--timesteps TIMESTEPS] [--train-steps TRAIN_STEPS]
                    [--lr LR]

Tiny diffusion example for text generation.

options:
-h, --help            show this help message and exit
--batch-size BATCH_SIZE
--dtype DTYPE
--extra-text [EXTRA_TEXT ...]
                        Additional sentences to add to the tiny corpus.
--fsdp                Enable FSDP wrapping (requires WORLD_SIZE>1 and
                        torch.distributed init).
--fsdp-mixed-precision
                        Use bfloat16 parameters with FSDP for speed (defaults
                        to float32).
--hidden HIDDEN
--hf-dataset HF_DATASET
                        Optional Hugging Face dataset name (e.g., 'ag_news').
                        When set, replaces the toy corpus.
--hf-split HF_SPLIT   Dataset split to load.
--hf-text-column HF_TEXT_COLUMN
                        Column containing raw text in the dataset.
--hf-limit HF_LIMIT   Number of rows to sample from the HF dataset for quick
                        experiments.
--log_freq LOG_FREQ
--outdir OUTDIR
--samples SAMPLES
--seed SEED
--seq-len SEQ_LEN
--timesteps TIMESTEPS
--train-steps TRAIN_STEPS
--lr LR

Output

Output on Sunspot 
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$ ezpz launch python3 -m ezpz.examples.diffusion

[2025-12-31 12:10:34,969341][I][ezpz/launch:396:launch] ----[🍋 ezpz.launch][started][2025-12-31-121034]----
[2025-12-31 12:10:36,020422][I][ezpz/launch:416:launch] Job ID: 12458339
[2025-12-31 12:10:36,021203][I][ezpz/launch:417:launch] nodelist: ['x1921c0s3b0n0', 'x1921c0s7b0n0']
[2025-12-31 12:10:36,021605][I][ezpz/launch:418:launch] hostfile: /var/spool/pbs/aux/12458339.sunspot-pbs-0001.head.cm.sunspot.alcf.anl.gov
[2025-12-31 12:10:36,022275][I][ezpz/pbs:264:get_pbs_launch_cmd] ✅ Using [24/24] GPUs [2 hosts] x [12 GPU/host]
[2025-12-31 12:10:36,022979][I][ezpz/launch:367:build_executable] Building command to execute by piecing together:
[2025-12-31 12:10:36,023379][I][ezpz/launch:368:build_executable] (1.) launch_cmd: mpiexec --envall --np=24 --ppn=12 --hostfile=/var/spool/pbs/aux/12458339.sunspot-pbs-0001.head.cm.sunspot.alcf.anl.gov --no-vni --cpu-bind=verbose,list:2-4:10-12:18-20:26-28:34-36:42-44:54-56:62-64:70-72:78-80:86-88:94-96
[2025-12-31 12:10:36,024177][I][ezpz/launch:369:build_executable] (2.) cmd_to_launch: python3 -m ezpz.examples.diffusion
[2025-12-31 12:10:36,024924][I][ezpz/launch:433:launch] Took: 1.69 seconds to build command.
[2025-12-31 12:10:36,025285][I][ezpz/launch:436:launch] Executing:
mpiexec
  --envall
  --np=24
  --ppn=12
  --hostfile=/var/spool/pbs/aux/12458339.sunspot-pbs-0001.head.cm.sunspot.alcf.anl.gov
  --no-vni
  --cpu-bind=verbose,list:2-4:10-12:18-20:26-28:34-36:42-44:54-56:62-64:70-72:78-80:86-88:94-96
  python3
  -m
  ezpz.examples.diffusion
[2025-12-31 12:10:36,026494][I][ezpz/launch:443:launch] Execution started @ 2025-12-31-121036...
[2025-12-31 12:10:36,026942][I][ezpz/launch:139:run_command] Running command:
 mpiexec --envall --np=24 --ppn=12 --hostfile=/var/spool/pbs/aux/12458339.sunspot-pbs-0001.head.cm.sunspot.alcf.anl.gov --no-vni --cpu-bind=verbose,list:2-4:10-12:18-20:26-28:34-36:42-44:54-56:62-64:70-72:78-80:86-88:94-96 python3 -m ezpz.examples.diffusion
cpubind:list x1921c0s7b0n0 pid 107853 rank 12 0: mask 0x1c
cpubind:list x1921c0s7b0n0 pid 107854 rank 13 1: mask 0x1c00
cpubind:list x1921c0s7b0n0 pid 107855 rank 14 2: mask 0x1c0000
cpubind:list x1921c0s7b0n0 pid 107856 rank 15 3: mask 0x1c000000
cpubind:list x1921c0s7b0n0 pid 107857 rank 16 4: mask 0x1c00000000
cpubind:list x1921c0s7b0n0 pid 107858 rank 17 5: mask 0x1c0000000000
cpubind:list x1921c0s7b0n0 pid 107859 rank 18 6: mask 0x1c0000000000000
cpubind:list x1921c0s7b0n0 pid 107860 rank 19 7: mask 0x1c000000000000000
cpubind:list x1921c0s7b0n0 pid 107861 rank 20 8: mask 0x1c00000000000000000
cpubind:list x1921c0s7b0n0 pid 107862 rank 21 9: mask 0x1c0000000000000000000
cpubind:list x1921c0s7b0n0 pid 107863 rank 22 10: mask 0x1c000000000000000000000
cpubind:list x1921c0s7b0n0 pid 107864 rank 23 11: mask 0x1c00000000000000000000000
cpubind:list x1921c0s3b0n0 pid 104965 rank 0 0: mask 0x1c
cpubind:list x1921c0s3b0n0 pid 104966 rank 1 1: mask 0x1c00
cpubind:list x1921c0s3b0n0 pid 104967 rank 2 2: mask 0x1c0000
cpubind:list x1921c0s3b0n0 pid 104968 rank 3 3: mask 0x1c000000
cpubind:list x1921c0s3b0n0 pid 104969 rank 4 4: mask 0x1c00000000
cpubind:list x1921c0s3b0n0 pid 104970 rank 5 5: mask 0x1c0000000000
cpubind:list x1921c0s3b0n0 pid 104971 rank 6 6: mask 0x1c0000000000000
cpubind:list x1921c0s3b0n0 pid 104972 rank 7 7: mask 0x1c000000000000000
cpubind:list x1921c0s3b0n0 pid 104973 rank 8 8: mask 0x1c00000000000000000
cpubind:list x1921c0s3b0n0 pid 104974 rank 9 9: mask 0x1c0000000000000000000
cpubind:list x1921c0s3b0n0 pid 104975 rank 10 10: mask 0x1c000000000000000000000
cpubind:list x1921c0s3b0n0 pid 104976 rank 11 11: mask 0x1c00000000000000000000000
[2025-12-31 12:10:41,158086][I][ezpz/dist:1501:setup_torch_distributed] Using torch_{device,backend}= {xpu, xccl}
[2025-12-31 12:10:41,160824][I][ezpz/dist:1366:setup_torch_DDP] Caught MASTER_PORT=49745 from environment!
[2025-12-31 12:10:41,161580][I][ezpz/dist:1382:setup_torch_DDP] Using torch.distributed.init_process_group with
- master_addr='x1921c0s3b0n0'
- master_port='49745'
- world_size=24
- rank=0
- local_rank=0
- timeout=datetime.timedelta(seconds=3600)
- backend='xccl'
[2025-12-31 12:10:41,162601][I][ezpz/dist:1014:init_process_group] Calling torch.distributed.init_process_group_with: rank=0 world_size=24 backend=xccl
[2025-12-31 12:10:41,750587][W][ezpz/dist:1712:setup_torch] Manually specifying seed=0
[2025-12-31 12:10:41,752409][I][ezpz/dist:1727:setup_torch] Using device='xpu' with backend='xccl' + 'xccl' for distributed training.
[2025-12-31 12:10:41,753195][W][ezpz/dist:544:print_dist_setup] Using [24 / 24] available "xpu" devices !!
[2025-12-31 12:10:41,753634][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=0/1][rank=00/23][local_rank=00/11]
[2025-12-31 12:10:41,752898][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=1/1][rank=05/23][local_rank=05/11]
[2025-12-31 12:10:41,752884][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=1/1][rank=01/23][local_rank=01/11]
[2025-12-31 12:10:41,752898][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=0/1][rank=02/23][local_rank=02/11]
[2025-12-31 12:10:41,752902][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=1/1][rank=03/23][local_rank=03/11]
[2025-12-31 12:10:41,752908][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=0/1][rank=04/23][local_rank=04/11]
[2025-12-31 12:10:41,752870][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=0/1][rank=06/23][local_rank=06/11]
[2025-12-31 12:10:41,752902][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=1/1][rank=07/23][local_rank=07/11]
[2025-12-31 12:10:41,752856][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=0/1][rank=08/23][local_rank=08/11]
[2025-12-31 12:10:41,752885][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=1/1][rank=09/23][local_rank=09/11]
[2025-12-31 12:10:41,752868][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=0/1][rank=10/23][local_rank=10/11]
[2025-12-31 12:10:41,752866][I][ezpz/dist:1774:setup_torch] ['x1921c0s3b0n0'][device='xpu'][node=1/1][rank=11/23][local_rank=11/11]
[2025-12-31 12:10:41,755825][I][examples/diffusion:607:main] Using outdir=PosixPath('outputs/ezpz.examples.diffusion/2025-12-31-121041')
[2025-12-31 12:10:41,756543][I][ezpz/dist:2039:setup_wandb] Setting up wandb from rank=0
[2025-12-31 12:10:41,752964][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=0/1][rank=12/23][local_rank=00/11]
[2025-12-31 12:10:41,753028][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=1/1][rank=13/23][local_rank=01/11]
[2025-12-31 12:10:41,752994][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=0/1][rank=14/23][local_rank=02/11]
[2025-12-31 12:10:41,753030][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=1/1][rank=15/23][local_rank=03/11]
[2025-12-31 12:10:41,753013][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=0/1][rank=16/23][local_rank=04/11]
[2025-12-31 12:10:41,753004][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=1/1][rank=17/23][local_rank=05/11]
[2025-12-31 12:10:41,753009][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=0/1][rank=18/23][local_rank=06/11]
[2025-12-31 12:10:41,753029][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=1/1][rank=19/23][local_rank=07/11]
[2025-12-31 12:10:41,752946][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=0/1][rank=20/23][local_rank=08/11]
[2025-12-31 12:10:41,753021][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=1/1][rank=21/23][local_rank=09/11]
[2025-12-31 12:10:41,753039][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=0/1][rank=22/23][local_rank=10/11]
[2025-12-31 12:10:41,756941][I][ezpz/dist:2040:setup_wandb] Using WB_PROJECT=ezpz.examples.diffusion
[2025-12-31 12:10:41,752989][I][ezpz/dist:1774:setup_torch] ['x1921c0s7b0n0'][device='xpu'][node=1/1][rank=23/23][local_rank=11/11]
wandb: Currently logged in as: foremans (aurora_gpt) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: Tracking run with wandb version 0.23.1
wandb: Run data is saved locally in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/wandb/run-20251231_121042-r6qkai0u
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run desert-disco-103
wandb:  View project at https://wandb.ai/aurora_gpt/ezpz.examples.diffusion
wandb:  View run at https://wandb.ai/aurora_gpt/ezpz.examples.diffusion/runs/r6qkai0u
[2025-12-31 12:10:43,252502][I][ezpz/dist:2069:setup_wandb] wandb.run=[desert-disco-103](https://wandb.ai/aurora_gpt/ezpz.examples.diffusion/runs/r6qkai0u)
[2025-12-31 12:10:43,256976][I][ezpz/dist:2112:setup_wandb] Running on machine='SunSpot'
[2025-12-31 12:10:43,264321][I][ezpz/dist:685:wrap_model] Wrapping model with: ddp
2025:12:31-12:10:43:(104965) |CCL_WARN| value of CCL_OP_SYNC changed to be 1 (default:0)
2025:12:31-12:10:43:(104965) |CCL_WARN| value of CCL_PROCESS_LAUNCHER changed to be pmix (default:hydra)
[2025-12-31 12:10:55,882567][I][examples/diffusion:364:train] Model summary:
===============================================================================================
Layer (type:depth-idx)                                                 Param #
===============================================================================================
DistributedDataParallel                                                --
├─DiffusionTextModel: 1-1                                              --
│    └─Embedding: 2-1                                                  6,528
│    └─Embedding: 2-2                                                  1,536
│    └─Embedding: 2-3                                                  8,192
│    └─TransformerEncoder: 2-4                                         396,544
│    └─Linear: 2-5                                                     16,512
===============================================================================================
Total params: 429,312
Trainable params: 429,312
Non-trainable params: 0
===============================================================================================
[2025-12-31 12:10:55,885450][I][ezpz/history:220:__init__] Using History with distributed_history=True
[2025-12-31 12:11:14,278484][I][examples/diffusion:425:train] step=0 loss=1.335163 dt=5.796297 dtd=0.000457 dtf=0.471153 dtb=5.324688 loss/mean=1.353928 loss/max=1.377368 loss/min=1.335163 loss/std=0.016381 dt/mean=5.767501 dt/max=5.797027 dt/min=5.737659 dt/std=0.025837 dtd/mean=0.000467 dtd/max=0.000520 dtd/min=0.000431 dtd/std=0.000023 dtf/mean=0.458384 dtf/max=0.476703 dtf/min=0.425063 dtf/std=0.017743 dtb/mean=5.308649 dtb/max=5.368075 dtb/min=5.260485 dtb/std=0.029068
[2025-12-31 12:11:36,757215][I][examples/diffusion:425:train] step=1 loss=1.353045 dt=22.401235 dtd=0.000425 dtf=0.011597 dtb=22.389213 loss/mean=1.364507 loss/max=1.390892 loss/min=1.328512 loss/std=0.019015 dt/mean=22.383408 dt/max=22.406858 dt/min=22.360628 dt/std=0.018322 dtd/mean=0.000419 dtd/max=0.000540 dtd/min=0.000382 dtd/std=0.000032 dtf/mean=0.010161 dtf/max=0.017562 dtf/min=0.003609 dtf/std=0.004146 dtb/mean=22.372829 dtb/max=22.389557 dtb/min=22.356363 dtb/std=0.016573
[2025-12-31 12:11:36,787329][I][examples/diffusion:425:train] step=2 loss=1.155174 dt=0.020253 dtd=0.000500 dtf=0.003241 dtb=0.016512 loss/mean=1.174488 loss/max=1.204239 loss/min=1.155174 loss/std=0.014899 dt/mean=0.017040 dt/max=0.023043 dt/min=0.010398 dt/std=0.005381 dtd/mean=0.000421 dtd/max=0.000500 dtd/min=0.000390 dtd/std=0.000028 dtf/mean=0.003157 dtf/max=0.003413 dtf/min=0.002897 dtf/std=0.000138 dtb/mean=0.013462 dtb/max=0.019401 dtb/min=0.006991 dtb/std=0.005305
[2025-12-31 12:11:36,817558][I][examples/diffusion:425:train] step=3 loss=1.117693 dt=0.021092 dtd=0.000435 dtf=0.002967 dtb=0.017689 loss/mean=1.132146 loss/max=1.150615 loss/min=1.117693 loss/std=0.012449 dt/mean=0.016903 dt/max=0.024730 dt/min=0.009492 dt/std=0.006595 dtd/mean=0.000315 dtd/max=0.000435 dtd/min=0.000283 dtd/std=0.000029 dtf/mean=0.002699 dtf/max=0.002967 dtf/min=0.002508 dtf/std=0.000162 dtb/mean=0.013889 dtb/max=0.021575 dtb/min=0.006672 dtb/std=0.006429
[2025-12-31 12:11:36,846406][I][examples/diffusion:425:train] step=4 loss=1.142749 dt=0.019109 dtd=0.000408 dtf=0.002882 dtb=0.015820 loss/mean=1.142920 loss/max=1.154818 loss/min=1.127434 loss/std=0.008700 dt/mean=0.015821 dt/max=0.022159 dt/min=0.009432 dt/std=0.005265 dtd/mean=0.000296 dtd/max=0.000408 dtd/min=0.000262 dtd/std=0.000029 dtf/mean=0.002671 dtf/max=0.002927 dtf/min=0.002449 dtf/std=0.000153 dtb/mean=0.012854 dtb/max=0.019060 dtb/min=0.006702 dtb/std=0.005115
[2025-12-31 12:11:36,876569][I][examples/diffusion:425:train] step=5 loss=1.121196 dt=0.020697 dtd=0.000453 dtf=0.002860 dtb=0.017384 loss/mean=1.119484 loss/max=1.126601 loss/min=1.110484 loss/std=0.004645 dt/mean=0.017135 dt/max=0.024532 dt/min=0.009545 dt/std=0.006203 dtd/mean=0.000303 dtd/max=0.000453 dtd/min=0.000267 dtd/std=0.000034 dtf/mean=0.002725 dtf/max=0.002860 dtf/min=0.002511 dtf/std=0.000094 dtb/mean=0.014107 dtb/max=0.021576 dtb/min=0.006456 dtb/std=0.006137
[2025-12-31 12:11:36,907126][I][examples/diffusion:425:train] step=6 loss=1.151779 dt=0.021068 dtd=0.000349 dtf=0.002636 dtb=0.018083 loss/mean=1.158513 loss/max=1.165162 loss/min=1.151779 loss/std=0.004721 dt/mean=0.017230 dt/max=0.024376 dt/min=0.009463 dt/std=0.005967 dtd/mean=0.000295 dtd/max=0.000349 dtd/min=0.000269 dtd/std=0.000017 dtf/mean=0.002752 dtf/max=0.002889 dtf/min=0.002516 dtf/std=0.000123 dtb/mean=0.014183 dtb/max=0.021484 dtb/min=0.006334 dtb/std=0.006039
[2025-12-31 12:11:36,936136][I][examples/diffusion:425:train] step=7 loss=1.060236 dt=0.019009 dtd=0.000413 dtf=0.002840 dtb=0.015757 loss/mean=1.066835 loss/max=1.075017 loss/min=1.060236 loss/std=0.004515 dt/mean=0.016298 dt/max=0.022793 dt/min=0.009375 dt/std=0.005393 dtd/mean=0.000297 dtd/max=0.000413 dtd/min=0.000267 dtd/std=0.000028 dtf/mean=0.002674 dtf/max=0.002840 dtf/min=0.002396 dtf/std=0.000130 dtb/mean=0.013328 dtb/max=0.020126 dtb/min=0.006264 dtb/std=0.005468
[2025-12-31 12:11:36,965275][I][examples/diffusion:425:train] step=8 loss=1.096657 dt=0.018095 dtd=0.000462 dtf=0.002864 dtb=0.014770 loss/mean=1.091072 loss/max=1.096657 loss/min=1.084655 loss/std=0.004448 dt/mean=0.015960 dt/max=0.022750 dt/min=0.009478 dt/std=0.005648 dtd/mean=0.000300 dtd/max=0.000462 dtd/min=0.000259 dtd/std=0.000039 dtf/mean=0.002661 dtf/max=0.002864 dtf/min=0.002340 dtf/std=0.000174 dtb/mean=0.012999 dtb/max=0.019654 dtb/min=0.006473 dtb/std=0.005538
[2025-12-31 12:11:36,992008][I][examples/diffusion:425:train] step=9 loss=1.093185 dt=0.017481 dtd=0.002099 dtf=0.002899 dtb=0.012483 loss/mean=1.091356 loss/max=1.094852 loss/min=1.088602 loss/std=0.002043 dt/mean=0.015643 dt/max=0.021873 dt/min=0.009400 dt/std=0.004994 dtd/mean=0.000363 dtd/max=0.002099 dtd/min=0.000263 dtd/std=0.000362 dtf/mean=0.002631 dtf/max=0.002899 dtf/min=0.002433 dtf/std=0.000159 dtb/mean=0.012648 dtb/max=0.018855 dtb/min=0.006505 dtb/std=0.004832
[2025-12-31 12:11:37,022269][I][examples/diffusion:425:train] step=10 loss=1.079039 dt=0.020564 dtd=0.000485 dtf=0.004151 dtb=0.015928 loss/mean=1.078248 loss/max=1.080507 loss/min=1.075573 loss/std=0.001582 dt/mean=0.016597 dt/max=0.023595 dt/min=0.009432 dt/std=0.005814 dtd/mean=0.000290 dtd/max=0.000485 dtd/min=0.000262 dtd/std=0.000044 dtf/mean=0.002638 dtf/max=0.004151 dtf/min=0.002392 dtf/std=0.000349 dtb/mean=0.013669 dtb/max=0.020909 dtb/min=0.006513 dtb/std=0.005695
[2025-12-31 12:11:37,051905][I][examples/diffusion:425:train] step=11 loss=1.036529 dt=0.020403 dtd=0.000533 dtf=0.002801 dtb=0.017069 loss/mean=1.038052 loss/max=1.039729 loss/min=1.036167 loss/std=0.001245 dt/mean=0.016692 dt/max=0.023938 dt/min=0.009507 dt/std=0.006082 dtd/mean=0.000301 dtd/max=0.000533 dtd/min=0.000261 dtd/std=0.000053 dtf/mean=0.002645 dtf/max=0.002910 dtf/min=0.002371 dtf/std=0.000181 dtb/mean=0.013745 dtb/max=0.021263 dtb/min=0.006484 dtb/std=0.006065
[2025-12-31 12:11:37,082558][I][examples/diffusion:425:train] step=12 loss=1.059014 dt=0.021091 dtd=0.000336 dtf=0.002827 dtb=0.017928 loss/mean=1.062719 loss/max=1.066566 loss/min=1.059014 loss/std=0.002184 dt/mean=0.017006 dt/max=0.024342 dt/min=0.009360 dt/std=0.006157 dtd/mean=0.000290 dtd/max=0.000342 dtd/min=0.000258 dtd/std=0.000025 dtf/mean=0.002614 dtf/max=0.002923 dtf/min=0.002342 dtf/std=0.000191 dtb/mean=0.014103 dtb/max=0.021697 dtb/min=0.006490 dtb/std=0.006110
[2025-12-31 12:11:37,111629][I][examples/diffusion:425:train] step=13 loss=1.125884 dt=0.020632 dtd=0.000331 dtf=0.002501 dtb=0.017800 loss/mean=1.127272 loss/max=1.129467 loss/min=1.125733 loss/std=0.001465 dt/mean=0.016995 dt/max=0.024179 dt/min=0.009592 dt/std=0.005962 dtd/mean=0.000288 dtd/max=0.000331 dtd/min=0.000255 dtd/std=0.000023 dtf/mean=0.002574 dtf/max=0.002837 dtf/min=0.002249 dtf/std=0.000193 dtb/mean=0.014133 dtb/max=0.021286 dtb/min=0.006566 dtb/std=0.005998
[2025-12-31 12:11:37,143240][I][examples/diffusion:425:train] step=14 loss=1.069752 dt=0.022097 dtd=0.000418 dtf=0.002855 dtb=0.018825 loss/mean=1.069830 loss/max=1.071012 loss/min=1.068915 loss/std=0.000691 dt/mean=0.016947 dt/max=0.025019 dt/min=0.009145 dt/std=0.006732 dtd/mean=0.000294 dtd/max=0.000418 dtd/min=0.000267 dtd/std=0.000031 dtf/mean=0.002595 dtf/max=0.002855 dtf/min=0.002391 dtf/std=0.000174 dtb/mean=0.014058 dtb/max=0.021922 dtb/min=0.006483 dtb/std=0.006546
[2025-12-31 12:11:37,171524][I][examples/diffusion:425:train] step=15 loss=1.069404 dt=0.019062 dtd=0.000348 dtf=0.002738 dtb=0.015976 loss/mean=1.068259 loss/max=1.069910 loss/min=1.066235 loss/std=0.001092 dt/mean=0.015557 dt/max=0.022310 dt/min=0.008907 dt/std=0.005536 dtd/mean=0.000289 dtd/max=0.000348 dtd/min=0.000252 dtd/std=0.000022 dtf/mean=0.002539 dtf/max=0.002769 dtf/min=0.002282 dtf/std=0.000148 dtb/mean=0.012729 dtb/max=0.019353 dtb/min=0.006228 dtb/std=0.005487
[2025-12-31 12:11:37,201864][I][examples/diffusion:425:train] step=16 loss=1.015773 dt=0.020712 dtd=0.000436 dtf=0.002858 dtb=0.017418 loss/mean=1.015287 loss/max=1.016508 loss/min=1.013198 loss/std=0.000977 dt/mean=0.016430 dt/max=0.023875 dt/min=0.009039 dt/std=0.006096 dtd/mean=0.000297 dtd/max=0.000436 dtd/min=0.000262 dtd/std=0.000038 dtf/mean=0.002625 dtf/max=0.002935 dtf/min=0.002346 dtf/std=0.000204 dtb/mean=0.013508 dtb/max=0.021197 dtb/min=0.006317 dtb/std=0.006010
[2025-12-31 12:11:37,230140][I][examples/diffusion:425:train] step=17 loss=1.144098 dt=0.018870 dtd=0.000501 dtf=0.002842 dtb=0.015528 loss/mean=1.143040 loss/max=1.144267 loss/min=1.141012 loss/std=0.000846 dt/mean=0.016131 dt/max=0.022610 dt/min=0.009492 dt/std=0.005289 dtd/mean=0.000300 dtd/max=0.000501 dtd/min=0.000271 dtd/std=0.000046 dtf/mean=0.002659 dtf/max=0.002969 dtf/min=0.002412 dtf/std=0.000185 dtb/mean=0.013172 dtb/max=0.019578 dtb/min=0.006505 dtb/std=0.005121
[2025-12-31 12:11:37,259467][I][examples/diffusion:425:train] step=18 loss=1.130576 dt=0.020218 dtd=0.000355 dtf=0.002721 dtb=0.017142 loss/mean=1.131982 loss/max=1.132747 loss/min=1.130576 loss/std=0.000598 dt/mean=0.016524 dt/max=0.023317 dt/min=0.009198 dt/std=0.005736 dtd/mean=0.000289 dtd/max=0.000355 dtd/min=0.000263 dtd/std=0.000026 dtf/mean=0.002569 dtf/max=0.002952 dtf/min=0.002352 dtf/std=0.000210 dtb/mean=0.013666 dtb/max=0.020650 dtb/min=0.006528 dtb/std=0.005607
[2025-12-31 12:11:37,289372][I][examples/diffusion:425:train] step=19 loss=1.082145 dt=0.020886 dtd=0.000349 dtf=0.002512 dtb=0.018025 loss/mean=1.082778 loss/max=1.084534 loss/min=1.081552 loss/std=0.000913 dt/mean=0.016936 dt/max=0.024510 dt/min=0.009290 dt/std=0.006127 dtd/mean=0.000284 dtd/max=0.000349 dtd/min=0.000255 dtd/std=0.000025 dtf/mean=0.002482 dtf/max=0.002830 dtf/min=0.002272 dtf/std=0.000187 dtb/mean=0.014169 dtb/max=0.021976 dtb/min=0.006565 dtb/std=0.006054
[2025-12-31 12:11:37,321131][I][examples/diffusion:425:train] step=20 loss=1.093346 dt=0.022069 dtd=0.000422 dtf=0.003379 dtb=0.018268 loss/mean=1.093858 loss/max=1.095523 loss/min=1.093124 loss/std=0.000772 dt/mean=0.017641 dt/max=0.024635 dt/min=0.009302 dt/std=0.006263 dtd/mean=0.000291 dtd/max=0.000422 dtd/min=0.000263 dtd/std=0.000032 dtf/mean=0.002707 dtf/max=0.003379 dtf/min=0.002450 dtf/std=0.000198 dtb/mean=0.014643 dtb/max=0.021881 dtb/min=0.006188 dtb/std=0.006282
[2025-12-31 12:11:37,351899][I][examples/diffusion:425:train] step=21 loss=1.054136 dt=0.020331 dtd=0.000385 dtf=0.002586 dtb=0.017360 loss/mean=1.052376 loss/max=1.054136 loss/min=1.051579 loss/std=0.000691 dt/mean=0.016800 dt/max=0.024024 dt/min=0.009323 dt/std=0.006139 dtd/mean=0.000288 dtd/max=0.000385 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002621 dtf/max=0.002857 dtf/min=0.002406 dtf/std=0.000168 dtb/mean=0.013891 dtb/max=0.021071 dtb/min=0.006344 dtb/std=0.006115
[2025-12-31 12:11:37,380512][I][examples/diffusion:425:train] step=22 loss=1.046951 dt=0.019256 dtd=0.000386 dtf=0.002837 dtb=0.016033 loss/mean=1.047284 loss/max=1.048251 loss/min=1.046629 loss/std=0.000598 dt/mean=0.016568 dt/max=0.023861 dt/min=0.009191 dt/std=0.006170 dtd/mean=0.000294 dtd/max=0.000386 dtd/min=0.000258 dtd/std=0.000027 dtf/mean=0.002596 dtf/max=0.002837 dtf/min=0.002249 dtf/std=0.000167 dtb/mean=0.013679 dtb/max=0.020990 dtb/min=0.006546 dtb/std=0.006078
[2025-12-31 12:11:37,409623][I][examples/diffusion:425:train] step=23 loss=1.116015 dt=0.020080 dtd=0.000365 dtf=0.002833 dtb=0.016881 loss/mean=1.115658 loss/max=1.116179 loss/min=1.114711 loss/std=0.000488 dt/mean=0.016411 dt/max=0.023326 dt/min=0.009545 dt/std=0.005877 dtd/mean=0.000291 dtd/max=0.000365 dtd/min=0.000260 dtd/std=0.000024 dtf/mean=0.002605 dtf/max=0.002833 dtf/min=0.002353 dtf/std=0.000171 dtb/mean=0.013515 dtb/max=0.020637 dtb/min=0.006535 dtb/std=0.005844
[2025-12-31 12:11:37,438349][I][examples/diffusion:425:train] step=24 loss=1.042104 dt=0.019814 dtd=0.000338 dtf=0.004078 dtb=0.015398 loss/mean=1.042478 loss/max=1.043016 loss/min=1.041715 loss/std=0.000488 dt/mean=0.016431 dt/max=0.023073 dt/min=0.009322 dt/std=0.005516 dtd/mean=0.000294 dtd/max=0.000338 dtd/min=0.000265 dtd/std=0.000018 dtf/mean=0.002704 dtf/max=0.004078 dtf/min=0.002366 dtf/std=0.000316 dtb/mean=0.013433 dtb/max=0.020037 dtb/min=0.006587 dtb/std=0.005388
[2025-12-31 12:11:37,468492][I][examples/diffusion:425:train] step=25 loss=1.111417 dt=0.021283 dtd=0.000346 dtf=0.002497 dtb=0.018440 loss/mean=1.110838 loss/max=1.111586 loss/min=1.109620 loss/std=0.000345 dt/mean=0.016698 dt/max=0.023690 dt/min=0.009323 dt/std=0.005753 dtd/mean=0.000291 dtd/max=0.000346 dtd/min=0.000255 dtd/std=0.000026 dtf/mean=0.002594 dtf/max=0.002898 dtf/min=0.002287 dtf/std=0.000216 dtb/mean=0.013813 dtb/max=0.021143 dtb/min=0.006283 dtb/std=0.005735
[2025-12-31 12:11:37,498773][I][examples/diffusion:425:train] step=26 loss=0.991356 dt=0.020422 dtd=0.000348 dtf=0.002759 dtb=0.017314 loss/mean=0.991062 loss/max=0.992144 loss/min=0.990026 loss/std=0.000691 dt/mean=0.016167 dt/max=0.023264 dt/min=0.009303 dt/std=0.006091 dtd/mean=0.000292 dtd/max=0.000348 dtd/min=0.000258 dtd/std=0.000024 dtf/mean=0.002608 dtf/max=0.002902 dtf/min=0.002354 dtf/std=0.000198 dtb/mean=0.013267 dtb/max=0.020593 dtb/min=0.006314 dtb/std=0.006047
[2025-12-31 12:11:37,527943][I][examples/diffusion:425:train] step=27 loss=1.035206 dt=0.020114 dtd=0.000538 dtf=0.002486 dtb=0.017090 loss/mean=1.035849 loss/max=1.036562 loss/min=1.035120 loss/std=0.000598 dt/mean=0.016478 dt/max=0.023922 dt/min=0.008834 dt/std=0.006325 dtd/mean=0.000298 dtd/max=0.000538 dtd/min=0.000261 dtd/std=0.000053 dtf/mean=0.002587 dtf/max=0.002864 dtf/min=0.002351 dtf/std=0.000188 dtb/mean=0.013593 dtb/max=0.021240 dtb/min=0.006161 dtb/std=0.006290
[2025-12-31 12:11:37,559324][I][examples/diffusion:425:train] step=28 loss=1.120531 dt=0.021596 dtd=0.000360 dtf=0.002789 dtb=0.018448 loss/mean=1.119690 loss/max=1.120531 loss/min=1.118691 loss/std=0.000000 dt/mean=0.017075 dt/max=0.024449 dt/min=0.009343 dt/std=0.006408 dtd/mean=0.000288 dtd/max=0.000360 dtd/min=0.000264 dtd/std=0.000021 dtf/mean=0.002528 dtf/max=0.002789 dtf/min=0.002356 dtf/std=0.000133 dtb/mean=0.014260 dtb/max=0.021828 dtb/min=0.006596 dtb/std=0.006343
[2025-12-31 12:11:37,588265][I][examples/diffusion:425:train] step=29 loss=1.093899 dt=0.019901 dtd=0.000374 dtf=0.002768 dtb=0.016759 loss/mean=1.095148 loss/max=1.096368 loss/min=1.093899 loss/std=0.000691 dt/mean=0.016451 dt/max=0.023968 dt/min=0.009383 dt/std=0.006000 dtd/mean=0.000289 dtd/max=0.000374 dtd/min=0.000263 dtd/std=0.000025 dtf/mean=0.002581 dtf/max=0.002825 dtf/min=0.002391 dtf/std=0.000157 dtb/mean=0.013581 dtb/max=0.021228 dtb/min=0.006539 dtb/std=0.005944
[2025-12-31 12:11:37,620030][I][examples/diffusion:425:train] step=30 loss=1.035432 dt=0.022534 dtd=0.000358 dtf=0.002812 dtb=0.019364 loss/mean=1.035702 loss/max=1.036885 loss/min=1.034767 loss/std=0.000488 dt/mean=0.017529 dt/max=0.025451 dt/min=0.009361 dt/std=0.006830 dtd/mean=0.000292 dtd/max=0.000358 dtd/min=0.000265 dtd/std=0.000022 dtf/mean=0.002617 dtf/max=0.002825 dtf/min=0.002365 dtf/std=0.000153 dtb/mean=0.014620 dtb/max=0.022403 dtb/min=0.006395 dtb/std=0.006776
[2025-12-31 12:11:37,649981][I][examples/diffusion:425:train] step=31 loss=1.092705 dt=0.020170 dtd=0.000440 dtf=0.002827 dtb=0.016902 loss/mean=1.093110 loss/max=1.096084 loss/min=1.092117 loss/std=0.001145 dt/mean=0.016317 dt/max=0.023426 dt/min=0.009603 dt/std=0.006101 dtd/mean=0.000303 dtd/max=0.000440 dtd/min=0.000270 dtd/std=0.000033 dtf/mean=0.002683 dtf/max=0.002921 dtf/min=0.002406 dtf/std=0.000167 dtb/mean=0.013332 dtb/max=0.020501 dtb/min=0.006576 dtb/std=0.005972
[2025-12-31 12:11:37,680233][I][examples/diffusion:425:train] step=32 loss=1.032903 dt=0.020276 dtd=0.000344 dtf=0.002520 dtb=0.017411 loss/mean=1.032347 loss/max=1.032903 loss/min=1.031617 loss/std=0.000598 dt/mean=0.016597 dt/max=0.023912 dt/min=0.009130 dt/std=0.006250 dtd/mean=0.000287 dtd/max=0.000344 dtd/min=0.000258 dtd/std=0.000023 dtf/mean=0.002553 dtf/max=0.002822 dtf/min=0.002355 dtf/std=0.000163 dtb/mean=0.013756 dtb/max=0.021150 dtb/min=0.006252 dtb/std=0.006196
[2025-12-31 12:11:37,709078][I][examples/diffusion:425:train] step=33 loss=1.102257 dt=0.019657 dtd=0.000396 dtf=0.002825 dtb=0.016436 loss/mean=1.102535 loss/max=1.103413 loss/min=1.101869 loss/std=0.000598 dt/mean=0.016620 dt/max=0.023203 dt/min=0.009451 dt/std=0.005561 dtd/mean=0.000295 dtd/max=0.000396 dtd/min=0.000267 dtd/std=0.000029 dtf/mean=0.002619 dtf/max=0.002910 dtf/min=0.002361 dtf/std=0.000189 dtb/mean=0.013705 dtb/max=0.020543 dtb/min=0.006492 dtb/std=0.005499
[2025-12-31 12:11:37,738915][I][examples/diffusion:425:train] step=34 loss=1.050043 dt=0.020453 dtd=0.000348 dtf=0.002487 dtb=0.017618 loss/mean=1.049956 loss/max=1.050825 loss/min=1.049299 loss/std=0.000488 dt/mean=0.016727 dt/max=0.023733 dt/min=0.009365 dt/std=0.005862 dtd/mean=0.000292 dtd/max=0.000348 dtd/min=0.000265 dtd/std=0.000025 dtf/mean=0.002604 dtf/max=0.002941 dtf/min=0.002353 dtf/std=0.000192 dtb/mean=0.013830 dtb/max=0.021027 dtb/min=0.006394 dtb/std=0.005815
[2025-12-31 12:11:37,769096][I][examples/diffusion:425:train] step=35 loss=1.062787 dt=0.021179 dtd=0.000378 dtf=0.002822 dtb=0.017978 loss/mean=1.062133 loss/max=1.062787 loss/min=1.061690 loss/std=0.000000 dt/mean=0.017129 dt/max=0.024772 dt/min=0.009506 dt/std=0.006313 dtd/mean=0.000291 dtd/max=0.000378 dtd/min=0.000266 dtd/std=0.000025 dtf/mean=0.002692 dtf/max=0.002921 dtf/min=0.002463 dtf/std=0.000170 dtb/mean=0.014146 dtb/max=0.021987 dtb/min=0.006416 dtb/std=0.006283
[2025-12-31 12:11:37,799659][I][examples/diffusion:425:train] step=36 loss=1.120659 dt=0.021323 dtd=0.000339 dtf=0.003484 dtb=0.017500 loss/mean=1.120785 loss/max=1.121916 loss/min=1.120213 loss/std=0.000691 dt/mean=0.016952 dt/max=0.024373 dt/min=0.009257 dt/std=0.006447 dtd/mean=0.000294 dtd/max=0.000339 dtd/min=0.000265 dtd/std=0.000022 dtf/mean=0.002650 dtf/max=0.003484 dtf/min=0.002367 dtf/std=0.000261 dtb/mean=0.014008 dtb/max=0.021401 dtb/min=0.006242 dtb/std=0.006383
[2025-12-31 12:11:37,830562][I][examples/diffusion:425:train] step=37 loss=1.084872 dt=0.021238 dtd=0.000373 dtf=0.002835 dtb=0.018031 loss/mean=1.085181 loss/max=1.086440 loss/min=1.084179 loss/std=0.000598 dt/mean=0.017630 dt/max=0.024751 dt/min=0.010236 dt/std=0.005946 dtd/mean=0.000289 dtd/max=0.000373 dtd/min=0.000248 dtd/std=0.000026 dtf/mean=0.002565 dtf/max=0.002835 dtf/min=0.002216 dtf/std=0.000200 dtb/mean=0.014776 dtb/max=0.021808 dtb/min=0.007396 dtb/std=0.005764
[2025-12-31 12:11:37,859095][I][examples/diffusion:425:train] step=38 loss=1.042704 dt=0.019926 dtd=0.000396 dtf=0.002815 dtb=0.016716 loss/mean=1.041156 loss/max=1.042704 loss/min=1.040532 loss/std=0.000598 dt/mean=0.016580 dt/max=0.023456 dt/min=0.009414 dt/std=0.005896 dtd/mean=0.000298 dtd/max=0.000396 dtd/min=0.000253 dtd/std=0.000026 dtf/mean=0.002651 dtf/max=0.002828 dtf/min=0.002223 dtf/std=0.000164 dtb/mean=0.013630 dtb/max=0.020479 dtb/min=0.006695 dtb/std=0.005803
[2025-12-31 12:11:37,891306][I][examples/diffusion:425:train] step=39 loss=1.000731 dt=0.023139 dtd=0.000395 dtf=0.002480 dtb=0.020265 loss/mean=0.999541 loss/max=1.000731 loss/min=0.998596 loss/std=0.000598 dt/mean=0.018018 dt/max=0.025910 dt/min=0.009654 dt/std=0.006862 dtd/mean=0.000297 dtd/max=0.000395 dtd/min=0.000265 dtd/std=0.000028 dtf/mean=0.002627 dtf/max=0.002904 dtf/min=0.002362 dtf/std=0.000189 dtb/mean=0.015093 dtb/max=0.023139 dtb/min=0.006570 dtb/std=0.006837
[2025-12-31 12:11:37,921824][I][examples/diffusion:425:train] step=40 loss=1.044007 dt=0.021244 dtd=0.000337 dtf=0.002513 dtb=0.018394 loss/mean=1.044158 loss/max=1.044874 loss/min=1.043583 loss/std=0.000345 dt/mean=0.017346 dt/max=0.024239 dt/min=0.009574 dt/std=0.005859 dtd/mean=0.000296 dtd/max=0.000337 dtd/min=0.000264 dtd/std=0.000020 dtf/mean=0.002653 dtf/max=0.002842 dtf/min=0.002355 dtf/std=0.000144 dtb/mean=0.014397 dtb/max=0.021566 dtb/min=0.006544 dtb/std=0.005907
[2025-12-31 12:11:37,952135][I][examples/diffusion:425:train] step=41 loss=1.101264 dt=0.021197 dtd=0.000486 dtf=0.002811 dtb=0.017900 loss/mean=1.101622 loss/max=1.102607 loss/min=1.101074 loss/std=0.000345 dt/mean=0.017410 dt/max=0.024817 dt/min=0.009253 dt/std=0.006384 dtd/mean=0.000298 dtd/max=0.000486 dtd/min=0.000269 dtd/std=0.000042 dtf/mean=0.002599 dtf/max=0.002831 dtf/min=0.002384 dtf/std=0.000160 dtb/mean=0.014513 dtb/max=0.021681 dtb/min=0.006522 dtb/std=0.006238
[2025-12-31 12:11:37,980390][I][examples/diffusion:425:train] step=42 loss=1.079314 dt=0.020055 dtd=0.000400 dtf=0.002868 dtb=0.016787 loss/mean=1.079594 loss/max=1.080695 loss/min=1.079075 loss/std=0.000598 dt/mean=0.016113 dt/max=0.023061 dt/min=0.009263 dt/std=0.005935 dtd/mean=0.000286 dtd/max=0.000400 dtd/min=0.000263 dtd/std=0.000028 dtf/mean=0.002508 dtf/max=0.002868 dtf/min=0.002357 dtf/std=0.000142 dtb/mean=0.013320 dtb/max=0.020375 dtb/min=0.006605 dtb/std=0.005847
[2025-12-31 12:11:38,013324][I][examples/diffusion:425:train] step=43 loss=1.072655 dt=0.022384 dtd=0.000396 dtf=0.002793 dtb=0.019195 loss/mean=1.072849 loss/max=1.073380 loss/min=1.072056 loss/std=0.000345 dt/mean=0.017446 dt/max=0.024955 dt/min=0.009392 dt/std=0.006466 dtd/mean=0.000297 dtd/max=0.000396 dtd/min=0.000269 dtd/std=0.000024 dtf/mean=0.002646 dtf/max=0.002793 dtf/min=0.002396 dtf/std=0.000127 dtb/mean=0.014504 dtb/max=0.022000 dtb/min=0.006383 dtb/std=0.006398
[2025-12-31 12:11:38,042508][I][examples/diffusion:425:train] step=44 loss=1.049744 dt=0.019917 dtd=0.000415 dtf=0.002850 dtb=0.016652 loss/mean=1.049379 loss/max=1.049744 loss/min=1.048840 loss/std=0.000000 dt/mean=0.016548 dt/max=0.024194 dt/min=0.008737 dt/std=0.006355 dtd/mean=0.000301 dtd/max=0.000415 dtd/min=0.000270 dtd/std=0.000027 dtf/mean=0.002668 dtf/max=0.002850 dtf/min=0.002367 dtf/std=0.000148 dtb/mean=0.013580 dtb/max=0.021233 dtb/min=0.006004 dtb/std=0.006253
[2025-12-31 12:11:38,070524][I][examples/diffusion:425:train] step=45 loss=1.003724 dt=0.018793 dtd=0.000391 dtf=0.002879 dtb=0.015524 loss/mean=1.004238 loss/max=1.004628 loss/min=1.003602 loss/std=0.000345 dt/mean=0.015526 dt/max=0.022208 dt/min=0.009420 dt/std=0.005207 dtd/mean=0.000296 dtd/max=0.000391 dtd/min=0.000266 dtd/std=0.000025 dtf/mean=0.002666 dtf/max=0.002879 dtf/min=0.002364 dtf/std=0.000134 dtb/mean=0.012564 dtb/max=0.019087 dtb/min=0.006616 dtb/std=0.005124
[2025-12-31 12:11:38,101484][I][examples/diffusion:425:train] step=46 loss=1.083557 dt=0.021464 dtd=0.000391 dtf=0.002789 dtb=0.018284 loss/mean=1.083580 loss/max=1.084267 loss/min=1.083083 loss/std=0.000488 dt/mean=0.017015 dt/max=0.024645 dt/min=0.009391 dt/std=0.006409 dtd/mean=0.000294 dtd/max=0.000391 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002608 dtf/max=0.002807 dtf/min=0.002377 dtf/std=0.000162 dtb/mean=0.014113 dtb/max=0.021590 dtb/min=0.006421 dtb/std=0.006370
[2025-12-31 12:11:38,131169][I][examples/diffusion:425:train] step=47 loss=1.086838 dt=0.019865 dtd=0.000357 dtf=0.002491 dtb=0.017016 loss/mean=1.086905 loss/max=1.087414 loss/min=1.086447 loss/std=0.000691 dt/mean=0.016286 dt/max=0.023423 dt/min=0.009208 dt/std=0.005783 dtd/mean=0.000289 dtd/max=0.000357 dtd/min=0.000262 dtd/std=0.000025 dtf/mean=0.002561 dtf/max=0.002910 dtf/min=0.002367 dtf/std=0.000198 dtb/mean=0.013436 dtb/max=0.020475 dtb/min=0.006428 dtb/std=0.005693
[2025-12-31 12:11:38,154639][I][examples/diffusion:425:train] step=48 loss=1.048203 dt=0.014662 dtd=0.000335 dtf=0.002488 dtb=0.011840 loss/mean=1.048584 loss/max=1.049715 loss/min=1.047918 loss/std=0.000488 dt/mean=0.013497 dt/max=0.018389 dt/min=0.008889 dt/std=0.003644 dtd/mean=0.000281 dtd/max=0.000335 dtd/min=0.000252 dtd/std=0.000023 dtf/mean=0.002471 dtf/max=0.002852 dtf/min=0.002275 dtf/std=0.000192 dtb/mean=0.010745 dtb/max=0.015786 dtb/min=0.006203 dtb/std=0.003525
[2025-12-31 12:11:38,178555][I][examples/diffusion:425:train] step=49 loss=1.097285 dt=0.014661 dtd=0.000490 dtf=0.002862 dtb=0.011309 loss/mean=1.097634 loss/max=1.098217 loss/min=1.097116 loss/std=0.000000 dt/mean=0.012927 dt/max=0.017494 dt/min=0.008928 dt/std=0.003396 dtd/mean=0.000293 dtd/max=0.000490 dtd/min=0.000266 dtd/std=0.000046 dtf/mean=0.002565 dtf/max=0.002900 dtf/min=0.002372 dtf/std=0.000204 dtb/mean=0.010069 dtb/max=0.014535 dtb/min=0.006205 dtb/std=0.003243
[2025-12-31 12:11:38,203748][I][examples/diffusion:425:train] step=50 loss=1.025184 dt=0.015035 dtd=0.000427 dtf=0.002790 dtb=0.011817 loss/mean=1.024724 loss/max=1.025184 loss/min=1.024059 loss/std=0.000488 dt/mean=0.013807 dt/max=0.018807 dt/min=0.009108 dt/std=0.003636 dtd/mean=0.000294 dtd/max=0.000427 dtd/min=0.000266 dtd/std=0.000033 dtf/mean=0.002671 dtf/max=0.002901 dtf/min=0.002438 dtf/std=0.000161 dtb/mean=0.010842 dtb/max=0.015622 dtb/min=0.006194 dtb/std=0.003475
[2025-12-31 12:11:38,227707][I][examples/diffusion:425:train] step=51 loss=1.020268 dt=0.014697 dtd=0.000410 dtf=0.002824 dtb=0.011463 loss/mean=1.020308 loss/max=1.020840 loss/min=1.019899 loss/std=0.000000 dt/mean=0.013697 dt/max=0.018412 dt/min=0.009094 dt/std=0.003631 dtd/mean=0.000292 dtd/max=0.000410 dtd/min=0.000259 dtd/std=0.000034 dtf/mean=0.002587 dtf/max=0.002895 dtf/min=0.002278 dtf/std=0.000229 dtb/mean=0.010818 dtb/max=0.015488 dtb/min=0.006460 dtb/std=0.003411
[2025-12-31 12:11:38,252082][I][examples/diffusion:425:train] step=52 loss=1.030533 dt=0.015442 dtd=0.000492 dtf=0.002805 dtb=0.012145 loss/mean=1.031364 loss/max=1.032207 loss/min=1.030533 loss/std=0.000488 dt/mean=0.013389 dt/max=0.018600 dt/min=0.008719 dt/std=0.003937 dtd/mean=0.000289 dtd/max=0.000492 dtd/min=0.000259 dtd/std=0.000047 dtf/mean=0.002507 dtf/max=0.002813 dtf/min=0.002264 dtf/std=0.000192 dtb/mean=0.010594 dtb/max=0.015971 dtb/min=0.006160 dtb/std=0.003784
[2025-12-31 12:11:38,276022][I][examples/diffusion:425:train] step=53 loss=1.103005 dt=0.014675 dtd=0.000380 dtf=0.002812 dtb=0.011482 loss/mean=1.103281 loss/max=1.104180 loss/min=1.102877 loss/std=0.000345 dt/mean=0.013325 dt/max=0.018134 dt/min=0.008670 dt/std=0.003480 dtd/mean=0.000283 dtd/max=0.000380 dtd/min=0.000255 dtd/std=0.000031 dtf/mean=0.002500 dtf/max=0.002824 dtf/min=0.002257 dtf/std=0.000200 dtb/mean=0.010542 dtb/max=0.015487 dtb/min=0.006073 dtb/std=0.003345
[2025-12-31 12:11:38,301434][I][examples/diffusion:425:train] step=54 loss=1.044886 dt=0.015750 dtd=0.000371 dtf=0.002820 dtb=0.012559 loss/mean=1.045362 loss/max=1.046136 loss/min=1.044886 loss/std=0.000345 dt/mean=0.014177 dt/max=0.019296 dt/min=0.009124 dt/std=0.003957 dtd/mean=0.000287 dtd/max=0.000371 dtd/min=0.000255 dtd/std=0.000030 dtf/mean=0.002515 dtf/max=0.002921 dtf/min=0.002265 dtf/std=0.000239 dtb/mean=0.011376 dtb/max=0.016683 dtb/min=0.006434 dtb/std=0.003800
[2025-12-31 12:11:38,325768][I][examples/diffusion:425:train] step=55 loss=1.045060 dt=0.015122 dtd=0.000347 dtf=0.002522 dtb=0.012254 loss/mean=1.045281 loss/max=1.045924 loss/min=1.044772 loss/std=0.000000 dt/mean=0.013725 dt/max=0.018618 dt/min=0.009227 dt/std=0.003708 dtd/mean=0.000283 dtd/max=0.000347 dtd/min=0.000258 dtd/std=0.000025 dtf/mean=0.002483 dtf/max=0.002836 dtf/min=0.002268 dtf/std=0.000195 dtb/mean=0.010959 dtb/max=0.015995 dtb/min=0.006566 dtb/std=0.003574
[2025-12-31 12:11:38,350556][I][examples/diffusion:425:train] step=56 loss=1.030427 dt=0.015409 dtd=0.000353 dtf=0.002823 dtb=0.012233 loss/mean=1.030086 loss/max=1.030531 loss/min=1.029554 loss/std=0.000598 dt/mean=0.013892 dt/max=0.018684 dt/min=0.008980 dt/std=0.003692 dtd/mean=0.000286 dtd/max=0.000353 dtd/min=0.000261 dtd/std=0.000028 dtf/mean=0.002516 dtf/max=0.002967 dtf/min=0.002263 dtf/std=0.000245 dtb/mean=0.011090 dtb/max=0.016071 dtb/min=0.006288 dtb/std=0.003532
[2025-12-31 12:11:38,374792][I][examples/diffusion:425:train] step=57 loss=1.053597 dt=0.014189 dtd=0.000403 dtf=0.002902 dtb=0.010884 loss/mean=1.053474 loss/max=1.054005 loss/min=1.053065 loss/std=0.000345 dt/mean=0.013040 dt/max=0.017974 dt/min=0.008711 dt/std=0.003502 dtd/mean=0.000284 dtd/max=0.000403 dtd/min=0.000255 dtd/std=0.000030 dtf/mean=0.002487 dtf/max=0.002902 dtf/min=0.002275 dtf/std=0.000172 dtb/mean=0.010269 dtb/max=0.014940 dtb/min=0.005999 dtb/std=0.003399
[2025-12-31 12:11:38,398624][I][examples/diffusion:425:train] step=58 loss=1.091240 dt=0.014520 dtd=0.000377 dtf=0.002795 dtb=0.011348 loss/mean=1.091445 loss/max=1.091753 loss/min=1.091240 loss/std=0.000000 dt/mean=0.013775 dt/max=0.018436 dt/min=0.009205 dt/std=0.003618 dtd/mean=0.000295 dtd/max=0.000377 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002607 dtf/max=0.002925 dtf/min=0.002342 dtf/std=0.000197 dtb/mean=0.010873 dtb/max=0.015432 dtb/min=0.006407 dtb/std=0.003425
[2025-12-31 12:11:38,422153][I][examples/diffusion:425:train] step=59 loss=1.029098 dt=0.014996 dtd=0.000364 dtf=0.002796 dtb=0.011836 loss/mean=1.029052 loss/max=1.029365 loss/min=1.028608 loss/std=0.000000 dt/mean=0.013625 dt/max=0.018384 dt/min=0.009044 dt/std=0.003493 dtd/mean=0.000287 dtd/max=0.000364 dtd/min=0.000265 dtd/std=0.000025 dtf/mean=0.002528 dtf/max=0.002820 dtf/min=0.002350 dtf/std=0.000171 dtb/mean=0.010810 dtb/max=0.015734 dtb/min=0.006314 dtb/std=0.003389
[2025-12-31 12:11:38,446557][I][examples/diffusion:425:train] step=60 loss=1.017675 dt=0.015568 dtd=0.000385 dtf=0.002825 dtb=0.012358 loss/mean=1.017243 loss/max=1.017675 loss/min=1.016726 loss/std=0.000000 dt/mean=0.013398 dt/max=0.018382 dt/min=0.008984 dt/std=0.003710 dtd/mean=0.000290 dtd/max=0.000385 dtd/min=0.000259 dtd/std=0.000027 dtf/mean=0.002544 dtf/max=0.002825 dtf/min=0.002273 dtf/std=0.000197 dtb/mean=0.010565 dtb/max=0.015450 dtb/min=0.006336 dtb/std=0.003512
[2025-12-31 12:11:38,470611][I][examples/diffusion:425:train] step=61 loss=1.124702 dt=0.015465 dtd=0.000450 dtf=0.002512 dtb=0.012502 loss/mean=1.125441 loss/max=1.126001 loss/min=1.124702 loss/std=0.000598 dt/mean=0.013622 dt/max=0.018671 dt/min=0.009313 dt/std=0.003756 dtd/mean=0.000291 dtd/max=0.000450 dtd/min=0.000256 dtd/std=0.000038 dtf/mean=0.002506 dtf/max=0.002805 dtf/min=0.002350 dtf/std=0.000161 dtb/mean=0.010826 dtb/max=0.016065 dtb/min=0.006591 dtb/std=0.003672
[2025-12-31 12:11:38,496425][I][examples/diffusion:425:train] step=62 loss=1.024001 dt=0.016507 dtd=0.000410 dtf=0.002777 dtb=0.013321 loss/mean=1.024446 loss/max=1.025131 loss/min=1.023899 loss/std=0.000598 dt/mean=0.014495 dt/max=0.019506 dt/min=0.009305 dt/std=0.003825 dtd/mean=0.000289 dtd/max=0.000410 dtd/min=0.000255 dtd/std=0.000035 dtf/mean=0.002540 dtf/max=0.002905 dtf/min=0.002236 dtf/std=0.000219 dtb/mean=0.011666 dtb/max=0.016880 dtb/min=0.006536 dtb/std=0.003670
[2025-12-31 12:11:38,522137][I][examples/diffusion:425:train] step=63 loss=1.003862 dt=0.016276 dtd=0.000346 dtf=0.002597 dtb=0.013333 loss/mean=1.003475 loss/max=1.004057 loss/min=1.002802 loss/std=0.000345 dt/mean=0.014136 dt/max=0.019320 dt/min=0.009309 dt/std=0.003995 dtd/mean=0.000280 dtd/max=0.000346 dtd/min=0.000256 dtd/std=0.000022 dtf/mean=0.002488 dtf/max=0.002751 dtf/min=0.002339 dtf/std=0.000135 dtb/mean=0.011368 dtb/max=0.016603 dtb/min=0.006553 dtb/std=0.003907
[2025-12-31 12:11:38,545254][I][examples/diffusion:425:train] step=64 loss=1.007750 dt=0.014409 dtd=0.000452 dtf=0.002791 dtb=0.011165 loss/mean=1.006280 loss/max=1.007750 loss/min=1.005404 loss/std=0.000691 dt/mean=0.013537 dt/max=0.018025 dt/min=0.009285 dt/std=0.003590 dtd/mean=0.000297 dtd/max=0.000452 dtd/min=0.000260 dtd/std=0.000039 dtf/mean=0.002604 dtf/max=0.002916 dtf/min=0.002366 dtf/std=0.000192 dtb/mean=0.010637 dtb/max=0.014880 dtb/min=0.006552 dtb/std=0.003394
[2025-12-31 12:11:38,570385][I][examples/diffusion:425:train] step=65 loss=1.023219 dt=0.015627 dtd=0.000404 dtf=0.002767 dtb=0.012456 loss/mean=1.023688 loss/max=1.025061 loss/min=1.022509 loss/std=0.000913 dt/mean=0.013839 dt/max=0.018565 dt/min=0.009208 dt/std=0.003616 dtd/mean=0.000297 dtd/max=0.000404 dtd/min=0.000265 dtd/std=0.000028 dtf/mean=0.002745 dtf/max=0.002914 dtf/min=0.002471 dtf/std=0.000146 dtb/mean=0.010797 dtb/max=0.015461 dtb/min=0.006462 dtb/std=0.003515
[2025-12-31 12:11:38,595329][I][examples/diffusion:425:train] step=66 loss=1.000200 dt=0.015787 dtd=0.000411 dtf=0.002787 dtb=0.012589 loss/mean=0.999526 loss/max=1.000200 loss/min=0.998853 loss/std=0.000423 dt/mean=0.014458 dt/max=0.019447 dt/min=0.009433 dt/std=0.003980 dtd/mean=0.000295 dtd/max=0.000411 dtd/min=0.000260 dtd/std=0.000032 dtf/mean=0.002595 dtf/max=0.002831 dtf/min=0.002245 dtf/std=0.000189 dtb/mean=0.011568 dtb/max=0.016426 dtb/min=0.006479 dtb/std=0.003829
[2025-12-31 12:11:38,619954][I][examples/diffusion:425:train] step=67 loss=1.071606 dt=0.015398 dtd=0.000362 dtf=0.002497 dtb=0.012539 loss/mean=1.070533 loss/max=1.071606 loss/min=1.069853 loss/std=0.000598 dt/mean=0.013537 dt/max=0.018274 dt/min=0.009090 dt/std=0.003690 dtd/mean=0.000282 dtd/max=0.000362 dtd/min=0.000253 dtd/std=0.000026 dtf/mean=0.002486 dtf/max=0.002794 dtf/min=0.002280 dtf/std=0.000177 dtb/mean=0.010769 dtb/max=0.015735 dtb/min=0.006429 dtb/std=0.003631
[2025-12-31 12:11:38,644288][I][examples/diffusion:425:train] step=68 loss=1.082410 dt=0.015434 dtd=0.000343 dtf=0.002524 dtb=0.012567 loss/mean=1.082066 loss/max=1.082952 loss/min=1.081570 loss/std=0.000000 dt/mean=0.013448 dt/max=0.018653 dt/min=0.008778 dt/std=0.004041 dtd/mean=0.000280 dtd/max=0.000343 dtd/min=0.000254 dtd/std=0.000024 dtf/mean=0.002478 dtf/max=0.002841 dtf/min=0.002258 dtf/std=0.000195 dtb/mean=0.010689 dtb/max=0.016026 dtb/min=0.006087 dtb/std=0.003907
[2025-12-31 12:11:38,668573][I][examples/diffusion:425:train] step=69 loss=1.068614 dt=0.015151 dtd=0.000401 dtf=0.002810 dtb=0.011940 loss/mean=1.068782 loss/max=1.069168 loss/min=1.068530 loss/std=0.000000 dt/mean=0.013882 dt/max=0.018922 dt/min=0.009122 dt/std=0.003624 dtd/mean=0.000288 dtd/max=0.000401 dtd/min=0.000259 dtd/std=0.000033 dtf/mean=0.002551 dtf/max=0.002930 dtf/min=0.002345 dtf/std=0.000208 dtb/mean=0.011043 dtb/max=0.015742 dtb/min=0.006428 dtb/std=0.003479
[2025-12-31 12:11:38,693436][I][examples/diffusion:425:train] step=70 loss=0.959189 dt=0.014803 dtd=0.002204 dtf=0.002942 dtb=0.009657 loss/mean=0.959393 loss/max=0.960397 loss/min=0.958980 loss/std=0.000488 dt/mean=0.013668 dt/max=0.018157 dt/min=0.009056 dt/std=0.003574 dtd/mean=0.000365 dtd/max=0.002204 dtd/min=0.000257 dtd/std=0.000384 dtf/mean=0.002564 dtf/max=0.002942 dtf/min=0.002267 dtf/std=0.000209 dtb/mean=0.010738 dtb/max=0.015122 dtb/min=0.006171 dtb/std=0.003385
[2025-12-31 12:11:38,716539][I][examples/diffusion:425:train] step=71 loss=1.013806 dt=0.014499 dtd=0.000392 dtf=0.002792 dtb=0.011314 loss/mean=1.014506 loss/max=1.015062 loss/min=1.013806 loss/std=0.000345 dt/mean=0.013788 dt/max=0.018665 dt/min=0.009006 dt/std=0.003664 dtd/mean=0.000289 dtd/max=0.000392 dtd/min=0.000254 dtd/std=0.000029 dtf/mean=0.002559 dtf/max=0.002833 dtf/min=0.002242 dtf/std=0.000204 dtb/mean=0.010940 dtb/max=0.015682 dtb/min=0.006231 dtb/std=0.003462
[2025-12-31 12:11:38,741058][I][examples/diffusion:425:train] step=72 loss=1.061061 dt=0.015308 dtd=0.000388 dtf=0.002811 dtb=0.012109 loss/mean=1.059723 loss/max=1.061061 loss/min=1.058686 loss/std=0.000488 dt/mean=0.013265 dt/max=0.017937 dt/min=0.008529 dt/std=0.003752 dtd/mean=0.000288 dtd/max=0.000388 dtd/min=0.000251 dtd/std=0.000030 dtf/mean=0.002536 dtf/max=0.002837 dtf/min=0.002263 dtf/std=0.000211 dtb/mean=0.010441 dtb/max=0.014864 dtb/min=0.005917 dtb/std=0.003537
[2025-12-31 12:11:38,765930][I][examples/diffusion:425:train] step=73 loss=1.068639 dt=0.015709 dtd=0.000369 dtf=0.002832 dtb=0.012509 loss/mean=1.067790 loss/max=1.069174 loss/min=1.066465 loss/std=0.000598 dt/mean=0.013726 dt/max=0.018623 dt/min=0.008986 dt/std=0.003783 dtd/mean=0.000284 dtd/max=0.000369 dtd/min=0.000253 dtd/std=0.000025 dtf/mean=0.002501 dtf/max=0.002832 dtf/min=0.002358 dtf/std=0.000146 dtb/mean=0.010941 dtb/max=0.015984 dtb/min=0.006226 dtb/std=0.003706
[2025-12-31 12:11:38,789993][I][examples/diffusion:425:train] step=74 loss=1.028397 dt=0.015508 dtd=0.001654 dtf=0.002908 dtb=0.010945 loss/mean=1.028146 loss/max=1.028595 loss/min=1.027477 loss/std=0.000000 dt/mean=0.014184 dt/max=0.018929 dt/min=0.009365 dt/std=0.003573 dtd/mean=0.000344 dtd/max=0.001654 dtd/min=0.000254 dtd/std=0.000274 dtf/mean=0.002572 dtf/max=0.002908 dtf/min=0.002217 dtf/std=0.000213 dtb/mean=0.011268 dtb/max=0.016261 dtb/min=0.006379 dtb/std=0.003521
[2025-12-31 12:11:38,814938][I][examples/diffusion:425:train] step=75 loss=1.064168 dt=0.015412 dtd=0.000389 dtf=0.002825 dtb=0.012198 loss/mean=1.065322 loss/max=1.066012 loss/min=1.064154 loss/std=0.000846 dt/mean=0.013562 dt/max=0.018587 dt/min=0.008940 dt/std=0.003736 dtd/mean=0.000284 dtd/max=0.000389 dtd/min=0.000256 dtd/std=0.000030 dtf/mean=0.002509 dtf/max=0.002825 dtf/min=0.002290 dtf/std=0.000186 dtb/mean=0.010769 dtb/max=0.015925 dtb/min=0.006281 dtb/std=0.003610
[2025-12-31 12:11:38,839109][I][examples/diffusion:425:train] step=76 loss=1.017198 dt=0.014238 dtd=0.000344 dtf=0.002895 dtb=0.011000 loss/mean=1.017741 loss/max=1.018746 loss/min=1.017198 loss/std=0.000488 dt/mean=0.013523 dt/max=0.018455 dt/min=0.009123 dt/std=0.003371 dtd/mean=0.000282 dtd/max=0.000344 dtd/min=0.000254 dtd/std=0.000028 dtf/mean=0.002516 dtf/max=0.002929 dtf/min=0.002251 dtf/std=0.000248 dtb/mean=0.010726 dtb/max=0.015825 dtb/min=0.006424 dtb/std=0.003221
[2025-12-31 12:11:38,862992][I][examples/diffusion:425:train] step=77 loss=1.001332 dt=0.014442 dtd=0.000356 dtf=0.002815 dtb=0.011271 loss/mean=1.000719 loss/max=1.001598 loss/min=0.999531 loss/std=0.000691 dt/mean=0.013621 dt/max=0.018739 dt/min=0.008673 dt/std=0.003971 dtd/mean=0.000286 dtd/max=0.000356 dtd/min=0.000251 dtd/std=0.000030 dtf/mean=0.002541 dtf/max=0.002913 dtf/min=0.002258 dtf/std=0.000257 dtb/mean=0.010794 dtb/max=0.015599 dtb/min=0.006045 dtb/std=0.003707
[2025-12-31 12:11:38,886358][I][examples/diffusion:425:train] step=78 loss=1.047556 dt=0.014231 dtd=0.000380 dtf=0.002814 dtb=0.011037 loss/mean=1.046194 loss/max=1.047556 loss/min=1.045292 loss/std=0.000772 dt/mean=0.013163 dt/max=0.017794 dt/min=0.008680 dt/std=0.003515 dtd/mean=0.000287 dtd/max=0.000380 dtd/min=0.000259 dtd/std=0.000026 dtf/mean=0.002520 dtf/max=0.002814 dtf/min=0.002263 dtf/std=0.000179 dtb/mean=0.010355 dtb/max=0.014759 dtb/min=0.006093 dtb/std=0.003333
[2025-12-31 12:11:38,911993][I][examples/diffusion:425:train] step=79 loss=1.048433 dt=0.015491 dtd=0.000416 dtf=0.002822 dtb=0.012253 loss/mean=1.049129 loss/max=1.050136 loss/min=1.048433 loss/std=0.000345 dt/mean=0.013987 dt/max=0.019170 dt/min=0.009017 dt/std=0.004071 dtd/mean=0.000292 dtd/max=0.000416 dtd/min=0.000267 dtd/std=0.000030 dtf/mean=0.002554 dtf/max=0.002822 dtf/min=0.002369 dtf/std=0.000136 dtb/mean=0.011141 dtb/max=0.016229 dtb/min=0.006253 dtb/std=0.003934
[2025-12-31 12:11:38,935940][I][examples/diffusion:425:train] step=80 loss=1.039716 dt=0.014710 dtd=0.000372 dtf=0.002847 dtb=0.011491 loss/mean=1.039847 loss/max=1.042259 loss/min=1.039035 loss/std=0.000913 dt/mean=0.014073 dt/max=0.018832 dt/min=0.009125 dt/std=0.003575 dtd/mean=0.000285 dtd/max=0.000372 dtd/min=0.000258 dtd/std=0.000025 dtf/mean=0.002640 dtf/max=0.002847 dtf/min=0.002464 dtf/std=0.000140 dtb/mean=0.011148 dtb/max=0.015885 dtb/min=0.006343 dtb/std=0.003439
[2025-12-31 12:11:38,959890][I][examples/diffusion:425:train] step=81 loss=1.068744 dt=0.015242 dtd=0.000287 dtf=0.002556 dtb=0.012399 loss/mean=1.068504 loss/max=1.068929 loss/min=1.068215 loss/std=0.000488 dt/mean=0.013455 dt/max=0.018391 dt/min=0.008961 dt/std=0.003833 dtd/mean=0.000283 dtd/max=0.000327 dtd/min=0.000258 dtd/std=0.000021 dtf/mean=0.002540 dtf/max=0.002927 dtf/min=0.002377 dtf/std=0.000202 dtb/mean=0.010633 dtb/max=0.015395 dtb/min=0.006207 dtb/std=0.003716
[2025-12-31 12:11:38,985443][I][examples/diffusion:425:train] step=82 loss=1.032342 dt=0.015677 dtd=0.000383 dtf=0.002801 dtb=0.012493 loss/mean=1.031583 loss/max=1.032342 loss/min=1.031211 loss/std=0.000000 dt/mean=0.013703 dt/max=0.018740 dt/min=0.009003 dt/std=0.003834 dtd/mean=0.000282 dtd/max=0.000383 dtd/min=0.000260 dtd/std=0.000027 dtf/mean=0.002484 dtf/max=0.002801 dtf/min=0.002279 dtf/std=0.000165 dtb/mean=0.010937 dtb/max=0.016126 dtb/min=0.006304 dtb/std=0.003713
[2025-12-31 12:11:39,007793][I][examples/diffusion:425:train] step=83 loss=1.042815 dt=0.013047 dtd=0.000379 dtf=0.002778 dtb=0.009891 loss/mean=1.043499 loss/max=1.044050 loss/min=1.042815 loss/std=0.000598 dt/mean=0.012770 dt/max=0.017258 dt/min=0.008625 dt/std=0.003430 dtd/mean=0.000289 dtd/max=0.000379 dtd/min=0.000257 dtd/std=0.000031 dtf/mean=0.002551 dtf/max=0.002919 dtf/min=0.002255 dtf/std=0.000259 dtb/mean=0.009930 dtb/max=0.014134 dtb/min=0.006018 dtb/std=0.003170
[2025-12-31 12:11:39,033206][I][examples/diffusion:425:train] step=84 loss=1.027813 dt=0.015725 dtd=0.000374 dtf=0.002842 dtb=0.012508 loss/mean=1.027755 loss/max=1.028675 loss/min=1.027020 loss/std=0.000488 dt/mean=0.013917 dt/max=0.019247 dt/min=0.008598 dt/std=0.003943 dtd/mean=0.000288 dtd/max=0.000374 dtd/min=0.000252 dtd/std=0.000027 dtf/mean=0.002549 dtf/max=0.002842 dtf/min=0.002256 dtf/std=0.000207 dtb/mean=0.011080 dtb/max=0.016312 dtb/min=0.005912 dtb/std=0.003739
[2025-12-31 12:11:39,058102][I][examples/diffusion:425:train] step=85 loss=1.079179 dt=0.015243 dtd=0.000380 dtf=0.002827 dtb=0.012036 loss/mean=1.079350 loss/max=1.080151 loss/min=1.078145 loss/std=0.000691 dt/mean=0.013755 dt/max=0.018858 dt/min=0.008778 dt/std=0.003813 dtd/mean=0.000282 dtd/max=0.000380 dtd/min=0.000251 dtd/std=0.000027 dtf/mean=0.002484 dtf/max=0.002827 dtf/min=0.002252 dtf/std=0.000154 dtb/mean=0.010989 dtb/max=0.016181 dtb/min=0.006159 dtb/std=0.003708
[2025-12-31 12:11:39,081446][I][examples/diffusion:425:train] step=86 loss=1.037845 dt=0.014239 dtd=0.000338 dtf=0.002808 dtb=0.011093 loss/mean=1.037364 loss/max=1.038597 loss/min=1.036530 loss/std=0.000598 dt/mean=0.013270 dt/max=0.017718 dt/min=0.008988 dt/std=0.003434 dtd/mean=0.000287 dtd/max=0.000338 dtd/min=0.000263 dtd/std=0.000024 dtf/mean=0.002544 dtf/max=0.002919 dtf/min=0.002334 dtf/std=0.000205 dtb/mean=0.010439 dtb/max=0.015079 dtb/min=0.006280 dtb/std=0.003320
[2025-12-31 12:11:39,106324][I][examples/diffusion:425:train] step=87 loss=1.068258 dt=0.015429 dtd=0.000368 dtf=0.002493 dtb=0.012568 loss/mean=1.068228 loss/max=1.068852 loss/min=1.066852 loss/std=0.000691 dt/mean=0.013702 dt/max=0.018499 dt/min=0.008960 dt/std=0.003827 dtd/mean=0.000284 dtd/max=0.000368 dtd/min=0.000254 dtd/std=0.000028 dtf/mean=0.002486 dtf/max=0.002804 dtf/min=0.002276 dtf/std=0.000178 dtb/mean=0.010932 dtb/max=0.015943 dtb/min=0.006305 dtb/std=0.003762
[2025-12-31 12:11:39,131127][I][examples/diffusion:425:train] step=88 loss=1.033421 dt=0.015228 dtd=0.000376 dtf=0.002771 dtb=0.012080 loss/mean=1.033834 loss/max=1.034256 loss/min=1.033120 loss/std=0.000598 dt/mean=0.013920 dt/max=0.018624 dt/min=0.008757 dt/std=0.003718 dtd/mean=0.000283 dtd/max=0.000376 dtd/min=0.000263 dtd/std=0.000024 dtf/mean=0.002501 dtf/max=0.002771 dtf/min=0.002371 dtf/std=0.000130 dtb/mean=0.011136 dtb/max=0.015822 dtb/min=0.006078 dtb/std=0.003637
[2025-12-31 12:11:39,155239][I][examples/diffusion:425:train] step=89 loss=1.048480 dt=0.014853 dtd=0.000380 dtf=0.002822 dtb=0.011651 loss/mean=1.048637 loss/max=1.049552 loss/min=1.047908 loss/std=0.000598 dt/mean=0.013820 dt/max=0.018948 dt/min=0.008982 dt/std=0.003753 dtd/mean=0.000288 dtd/max=0.000380 dtd/min=0.000264 dtd/std=0.000024 dtf/mean=0.002559 dtf/max=0.002822 dtf/min=0.002364 dtf/std=0.000149 dtb/mean=0.010973 dtb/max=0.015954 dtb/min=0.006288 dtb/std=0.003603
[2025-12-31 12:11:39,179342][I][examples/diffusion:425:train] step=90 loss=0.996197 dt=0.014992 dtd=0.000387 dtf=0.002928 dtb=0.011676 loss/mean=0.994493 loss/max=0.996197 loss/min=0.993235 loss/std=0.000880 dt/mean=0.013537 dt/max=0.018963 dt/min=0.008704 dt/std=0.003689 dtd/mean=0.000292 dtd/max=0.000387 dtd/min=0.000255 dtd/std=0.000029 dtf/mean=0.002589 dtf/max=0.002928 dtf/min=0.002240 dtf/std=0.000229 dtb/mean=0.010656 dtb/max=0.015819 dtb/min=0.006094 dtb/std=0.003469
[2025-12-31 12:11:39,203825][I][examples/diffusion:425:train] step=91 loss=1.074054 dt=0.015023 dtd=0.000374 dtf=0.002825 dtb=0.011824 loss/mean=1.073541 loss/max=1.074054 loss/min=1.072966 loss/std=0.000000 dt/mean=0.013401 dt/max=0.018438 dt/min=0.009072 dt/std=0.003669 dtd/mean=0.000281 dtd/max=0.000374 dtd/min=0.000257 dtd/std=0.000025 dtf/mean=0.002501 dtf/max=0.002825 dtf/min=0.002258 dtf/std=0.000160 dtb/mean=0.010619 dtb/max=0.015788 dtb/min=0.006495 dtb/std=0.003570
[2025-12-31 12:11:39,227956][I][examples/diffusion:425:train] step=92 loss=1.000186 dt=0.014804 dtd=0.000388 dtf=0.002810 dtb=0.011607 loss/mean=0.999421 loss/max=1.000429 loss/min=0.998335 loss/std=0.000546 dt/mean=0.013738 dt/max=0.018440 dt/min=0.009252 dt/std=0.003467 dtd/mean=0.000286 dtd/max=0.000388 dtd/min=0.000253 dtd/std=0.000032 dtf/mean=0.002518 dtf/max=0.002920 dtf/min=0.002227 dtf/std=0.000232 dtb/mean=0.010935 dtb/max=0.015832 dtb/min=0.006484 dtb/std=0.003333
[2025-12-31 12:11:39,251797][I][examples/diffusion:425:train] step=93 loss=0.977558 dt=0.014310 dtd=0.000372 dtf=0.002863 dtb=0.011074 loss/mean=0.978064 loss/max=0.978774 loss/min=0.977239 loss/std=0.000546 dt/mean=0.013040 dt/max=0.017817 dt/min=0.008444 dt/std=0.003756 dtd/mean=0.000280 dtd/max=0.000372 dtd/min=0.000257 dtd/std=0.000028 dtf/mean=0.002470 dtf/max=0.002863 dtf/min=0.002262 dtf/std=0.000215 dtb/mean=0.010290 dtb/max=0.015136 dtb/min=0.005849 dtb/std=0.003591
[2025-12-31 12:11:39,275555][I][examples/diffusion:425:train] step=94 loss=1.039676 dt=0.014563 dtd=0.000372 dtf=0.002822 dtb=0.011370 loss/mean=1.039896 loss/max=1.040416 loss/min=1.039206 loss/std=0.000000 dt/mean=0.013272 dt/max=0.017908 dt/min=0.008792 dt/std=0.003564 dtd/mean=0.000291 dtd/max=0.000372 dtd/min=0.000261 dtd/std=0.000026 dtf/mean=0.002597 dtf/max=0.002895 dtf/min=0.002350 dtf/std=0.000189 dtb/mean=0.010384 dtb/max=0.015050 dtb/min=0.006116 dtb/std=0.003390
[2025-12-31 12:11:39,300632][I][examples/diffusion:425:train] step=95 loss=1.002851 dt=0.015426 dtd=0.000382 dtf=0.002860 dtb=0.012185 loss/mean=1.003846 loss/max=1.004390 loss/min=1.002851 loss/std=0.000000 dt/mean=0.013918 dt/max=0.018504 dt/min=0.009141 dt/std=0.003540 dtd/mean=0.000288 dtd/max=0.000382 dtd/min=0.000250 dtd/std=0.000028 dtf/mean=0.002653 dtf/max=0.002928 dtf/min=0.002350 dtf/std=0.000200 dtb/mean=0.010977 dtb/max=0.015279 dtb/min=0.006364 dtb/std=0.003340
[2025-12-31 12:11:39,325592][I][examples/diffusion:425:train] step=96 loss=1.027141 dt=0.015156 dtd=0.000379 dtf=0.002983 dtb=0.011794 loss/mean=1.027168 loss/max=1.027987 loss/min=1.026376 loss/std=0.000488 dt/mean=0.013858 dt/max=0.019316 dt/min=0.009549 dt/std=0.003768 dtd/mean=0.000296 dtd/max=0.000379 dtd/min=0.000269 dtd/std=0.000022 dtf/mean=0.002640 dtf/max=0.002983 dtf/min=0.002410 dtf/std=0.000139 dtb/mean=0.010922 dtb/max=0.016380 dtb/min=0.006507 dtb/std=0.003698
[2025-12-31 12:11:39,349604][I][examples/diffusion:425:train] step=97 loss=0.964416 dt=0.015345 dtd=0.000385 dtf=0.002882 dtb=0.012078 loss/mean=0.963952 loss/max=0.964613 loss/min=0.963330 loss/std=0.000488 dt/mean=0.014145 dt/max=0.019113 dt/min=0.009414 dt/std=0.004081 dtd/mean=0.000289 dtd/max=0.000385 dtd/min=0.000254 dtd/std=0.000025 dtf/mean=0.002577 dtf/max=0.002882 dtf/min=0.002366 dtf/std=0.000137 dtb/mean=0.011279 dtb/max=0.016163 dtb/min=0.006580 dtb/std=0.003959
[2025-12-31 12:11:39,374937][I][examples/diffusion:425:train] step=98 loss=1.058891 dt=0.015617 dtd=0.000376 dtf=0.002817 dtb=0.012424 loss/mean=1.061098 loss/max=1.062141 loss/min=1.058891 loss/std=0.000977 dt/mean=0.013528 dt/max=0.018609 dt/min=0.008954 dt/std=0.003682 dtd/mean=0.000285 dtd/max=0.000376 dtd/min=0.000256 dtd/std=0.000027 dtf/mean=0.002519 dtf/max=0.002817 dtf/min=0.002243 dtf/std=0.000192 dtb/mean=0.010724 dtb/max=0.015557 dtb/min=0.006173 dtb/std=0.003530
[2025-12-31 12:11:39,398726][I][examples/diffusion:425:train] step=99 loss=0.995300 dt=0.014454 dtd=0.000355 dtf=0.002529 dtb=0.011570 loss/mean=0.995072 loss/max=0.995894 loss/min=0.994263 loss/std=0.000345 dt/mean=0.013519 dt/max=0.018334 dt/min=0.008854 dt/std=0.003649 dtd/mean=0.000281 dtd/max=0.000355 dtd/min=0.000254 dtd/std=0.000023 dtf/mean=0.002522 dtf/max=0.002723 dtf/min=0.002259 dtf/std=0.000172 dtb/mean=0.010716 dtb/max=0.015391 dtb/min=0.006229 dtb/std=0.003604
[2025-12-31 12:11:39,423479][I][examples/diffusion:425:train] step=100 loss=1.010071 dt=0.014845 dtd=0.000358 dtf=0.002905 dtb=0.011582 loss/mean=1.009832 loss/max=1.010659 loss/min=1.008758 loss/std=0.000691 dt/mean=0.013174 dt/max=0.017921 dt/min=0.008787 dt/std=0.003670 dtd/mean=0.000282 dtd/max=0.000358 dtd/min=0.000251 dtd/std=0.000025 dtf/mean=0.002528 dtf/max=0.002905 dtf/min=0.002264 dtf/std=0.000192 dtb/mean=0.010364 dtb/max=0.015267 dtb/min=0.006146 dtb/std=0.003539
[2025-12-31 12:11:39,446854][I][examples/diffusion:425:train] step=101 loss=1.016433 dt=0.014486 dtd=0.000392 dtf=0.002821 dtb=0.011272 loss/mean=1.016497 loss/max=1.016964 loss/min=1.015586 loss/std=0.000345 dt/mean=0.013846 dt/max=0.018658 dt/min=0.009335 dt/std=0.003704 dtd/mean=0.000290 dtd/max=0.000392 dtd/min=0.000265 dtd/std=0.000027 dtf/mean=0.002609 dtf/max=0.002821 dtf/min=0.002373 dtf/std=0.000145 dtb/mean=0.010947 dtb/max=0.015651 dtb/min=0.006421 dtb/std=0.003577
[2025-12-31 12:11:39,472025][I][examples/diffusion:425:train] step=102 loss=1.018128 dt=0.015336 dtd=0.000378 dtf=0.002773 dtb=0.012184 loss/mean=1.018926 loss/max=1.019493 loss/min=1.018128 loss/std=0.000598 dt/mean=0.013545 dt/max=0.018208 dt/min=0.009159 dt/std=0.003592 dtd/mean=0.000293 dtd/max=0.000378 dtd/min=0.000257 dtd/std=0.000028 dtf/mean=0.002604 dtf/max=0.002924 dtf/min=0.002385 dtf/std=0.000195 dtb/mean=0.010648 dtb/max=0.015209 dtb/min=0.006362 dtb/std=0.003407
[2025-12-31 12:11:39,495978][I][examples/diffusion:425:train] step=103 loss=1.048484 dt=0.014972 dtd=0.000466 dtf=0.002779 dtb=0.011727 loss/mean=1.048949 loss/max=1.050283 loss/min=1.048087 loss/std=0.000598 dt/mean=0.013853 dt/max=0.018928 dt/min=0.008804 dt/std=0.003849 dtd/mean=0.000284 dtd/max=0.000466 dtd/min=0.000255 dtd/std=0.000041 dtf/mean=0.002466 dtf/max=0.002779 dtf/min=0.002290 dtf/std=0.000159 dtb/mean=0.011102 dtb/max=0.016296 dtb/min=0.006256 dtb/std=0.003746
[2025-12-31 12:11:39,521139][I][examples/diffusion:425:train] step=104 loss=1.015040 dt=0.016064 dtd=0.000379 dtf=0.002774 dtb=0.012911 loss/mean=1.015250 loss/max=1.015989 loss/min=1.014462 loss/std=0.000598 dt/mean=0.013788 dt/max=0.018853 dt/min=0.009062 dt/std=0.004055 dtd/mean=0.000282 dtd/max=0.000379 dtd/min=0.000249 dtd/std=0.000028 dtf/mean=0.002500 dtf/max=0.002810 dtf/min=0.002236 dtf/std=0.000187 dtb/mean=0.011006 dtb/max=0.016067 dtb/min=0.006398 dtb/std=0.003910
[2025-12-31 12:11:39,546614][I][examples/diffusion:425:train] step=105 loss=1.030176 dt=0.016357 dtd=0.000427 dtf=0.002815 dtb=0.013114 loss/mean=1.030741 loss/max=1.031551 loss/min=1.029732 loss/std=0.000772 dt/mean=0.014454 dt/max=0.019454 dt/min=0.009548 dt/std=0.003858 dtd/mean=0.000284 dtd/max=0.000427 dtd/min=0.000252 dtd/std=0.000034 dtf/mean=0.002492 dtf/max=0.002815 dtf/min=0.002237 dtf/std=0.000159 dtb/mean=0.011678 dtb/max=0.016477 dtb/min=0.006694 dtb/std=0.003746
[2025-12-31 12:11:39,573173][I][examples/diffusion:425:train] step=106 loss=1.018425 dt=0.016763 dtd=0.000459 dtf=0.002853 dtb=0.013451 loss/mean=1.018235 loss/max=1.019086 loss/min=1.017411 loss/std=0.000488 dt/mean=0.014713 dt/max=0.019738 dt/min=0.009242 dt/std=0.004032 dtd/mean=0.000283 dtd/max=0.000459 dtd/min=0.000252 dtd/std=0.000040 dtf/mean=0.002490 dtf/max=0.002853 dtf/min=0.002254 dtf/std=0.000157 dtb/mean=0.011941 dtb/max=0.016697 dtb/min=0.006536 dtb/std=0.003910
[2025-12-31 12:11:39,597787][I][examples/diffusion:425:train] step=107 loss=1.001881 dt=0.015160 dtd=0.000444 dtf=0.002791 dtb=0.011925 loss/mean=1.001387 loss/max=1.001881 loss/min=1.000715 loss/std=0.000000 dt/mean=0.013951 dt/max=0.019064 dt/min=0.009268 dt/std=0.004015 dtd/mean=0.000286 dtd/max=0.000444 dtd/min=0.000253 dtd/std=0.000039 dtf/mean=0.002502 dtf/max=0.002829 dtf/min=0.002264 dtf/std=0.000192 dtb/mean=0.011164 dtb/max=0.016396 dtb/min=0.006541 dtb/std=0.003879
[2025-12-31 12:11:39,622638][I][examples/diffusion:425:train] step=108 loss=0.983618 dt=0.015634 dtd=0.000477 dtf=0.002818 dtb=0.012339 loss/mean=0.983616 loss/max=0.984478 loss/min=0.982954 loss/std=0.000423 dt/mean=0.014122 dt/max=0.019546 dt/min=0.008862 dt/std=0.004119 dtd/mean=0.000292 dtd/max=0.000477 dtd/min=0.000254 dtd/std=0.000044 dtf/mean=0.002560 dtf/max=0.002819 dtf/min=0.002274 dtf/std=0.000193 dtb/mean=0.011270 dtb/max=0.016605 dtb/min=0.006252 dtb/std=0.003939
[2025-12-31 12:11:39,647687][I][examples/diffusion:425:train] step=109 loss=1.045171 dt=0.016222 dtd=0.000416 dtf=0.002816 dtb=0.012991 loss/mean=1.044240 loss/max=1.045171 loss/min=1.043380 loss/std=0.000691 dt/mean=0.013894 dt/max=0.019115 dt/min=0.008910 dt/std=0.004061 dtd/mean=0.000288 dtd/max=0.000416 dtd/min=0.000264 dtd/std=0.000033 dtf/mean=0.002537 dtf/max=0.002820 dtf/min=0.002364 dtf/std=0.000176 dtb/mean=0.011070 dtb/max=0.016473 dtb/min=0.006186 dtb/std=0.003951
[2025-12-31 12:11:39,673356][I][examples/diffusion:425:train] step=110 loss=1.075522 dt=0.016085 dtd=0.000400 dtf=0.002836 dtb=0.012849 loss/mean=1.075835 loss/max=1.076459 loss/min=1.075200 loss/std=0.000345 dt/mean=0.014272 dt/max=0.019402 dt/min=0.008975 dt/std=0.004139 dtd/mean=0.000289 dtd/max=0.000400 dtd/min=0.000256 dtd/std=0.000031 dtf/mean=0.002647 dtf/max=0.002924 dtf/min=0.002364 dtf/std=0.000202 dtb/mean=0.011335 dtb/max=0.016316 dtb/min=0.006199 dtb/std=0.003931
[2025-12-31 12:11:39,697547][I][examples/diffusion:425:train] step=111 loss=0.992233 dt=0.015633 dtd=0.000345 dtf=0.002527 dtb=0.012761 loss/mean=0.991758 loss/max=0.992529 loss/min=0.990549 loss/std=0.000598 dt/mean=0.014054 dt/max=0.019122 dt/min=0.008693 dt/std=0.003956 dtd/mean=0.000281 dtd/max=0.000345 dtd/min=0.000255 dtd/std=0.000024 dtf/mean=0.002480 dtf/max=0.002826 dtf/min=0.002246 dtf/std=0.000188 dtb/mean=0.011292 dtb/max=0.016165 dtb/min=0.006009 dtb/std=0.003835
[2025-12-31 12:11:39,722857][I][examples/diffusion:425:train] step=112 loss=1.082302 dt=0.016433 dtd=0.000347 dtf=0.002805 dtb=0.013281 loss/mean=1.082094 loss/max=1.082555 loss/min=1.081189 loss/std=0.000488 dt/mean=0.014097 dt/max=0.019139 dt/min=0.009237 dt/std=0.003906 dtd/mean=0.000286 dtd/max=0.000347 dtd/min=0.000255 dtd/std=0.000022 dtf/mean=0.002555 dtf/max=0.002805 dtf/min=0.002237 dtf/std=0.000171 dtb/mean=0.011256 dtb/max=0.016507 dtb/min=0.006298 dtb/std=0.003875
[2025-12-31 12:11:39,747036][I][examples/diffusion:425:train] step=113 loss=1.007121 dt=0.014871 dtd=0.000374 dtf=0.002805 dtb=0.011691 loss/mean=1.006876 loss/max=1.008051 loss/min=1.006356 loss/std=0.000488 dt/mean=0.013232 dt/max=0.017903 dt/min=0.008814 dt/std=0.003607 dtd/mean=0.000284 dtd/max=0.000374 dtd/min=0.000249 dtd/std=0.000028 dtf/mean=0.002541 dtf/max=0.002855 dtf/min=0.002226 dtf/std=0.000203 dtb/mean=0.010407 dtb/max=0.014743 dtb/min=0.006190 dtb/std=0.003410
[2025-12-31 12:11:39,770635][I][examples/diffusion:425:train] step=114 loss=1.016770 dt=0.014091 dtd=0.000376 dtf=0.002884 dtb=0.010831 loss/mean=1.016938 loss/max=1.017239 loss/min=1.016409 loss/std=0.000000 dt/mean=0.012705 dt/max=0.017283 dt/min=0.008404 dt/std=0.003589 dtd/mean=0.000284 dtd/max=0.000376 dtd/min=0.000253 dtd/std=0.000028 dtf/mean=0.002497 dtf/max=0.002884 dtf/min=0.002251 dtf/std=0.000216 dtb/mean=0.009924 dtb/max=0.014275 dtb/min=0.005873 dtb/std=0.003367
[2025-12-31 12:11:39,794803][I][examples/diffusion:425:train] step=115 loss=1.003031 dt=0.014935 dtd=0.000321 dtf=0.002836 dtb=0.011779 loss/mean=1.003135 loss/max=1.003805 loss/min=1.002649 loss/std=0.000488 dt/mean=0.013685 dt/max=0.018641 dt/min=0.009078 dt/std=0.003741 dtd/mean=0.000288 dtd/max=0.000322 dtd/min=0.000255 dtd/std=0.000022 dtf/mean=0.002586 dtf/max=0.002836 dtf/min=0.002305 dtf/std=0.000194 dtb/mean=0.010811 dtb/max=0.015498 dtb/min=0.006223 dtb/std=0.003688
[2025-12-31 12:11:39,818779][I][examples/diffusion:425:train] step=116 loss=1.068556 dt=0.014571 dtd=0.000334 dtf=0.002812 dtb=0.011426 loss/mean=1.069293 loss/max=1.070233 loss/min=1.068556 loss/std=0.000488 dt/mean=0.013268 dt/max=0.018077 dt/min=0.008727 dt/std=0.003783 dtd/mean=0.000284 dtd/max=0.000334 dtd/min=0.000250 dtd/std=0.000022 dtf/mean=0.002541 dtf/max=0.002812 dtf/min=0.002286 dtf/std=0.000164 dtb/mean=0.010444 dtb/max=0.015145 dtb/min=0.006056 dtb/std=0.003624
[2025-12-31 12:11:39,844291][I][examples/diffusion:425:train] step=117 loss=1.094919 dt=0.015973 dtd=0.000294 dtf=0.002466 dtb=0.013213 loss/mean=1.094881 loss/max=1.095566 loss/min=1.094286 loss/std=0.000000 dt/mean=0.014128 dt/max=0.019490 dt/min=0.008950 dt/std=0.004182 dtd/mean=0.000278 dtd/max=0.000319 dtd/min=0.000254 dtd/std=0.000021 dtf/mean=0.002472 dtf/max=0.002824 dtf/min=0.002264 dtf/std=0.000193 dtb/mean=0.011378 dtb/max=0.016822 dtb/min=0.006432 dtb/std=0.004056
[2025-12-31 12:11:39,869901][I][examples/diffusion:425:train] step=118 loss=1.110654 dt=0.015506 dtd=0.000394 dtf=0.002842 dtb=0.012270 loss/mean=1.111342 loss/max=1.112108 loss/min=1.110654 loss/std=0.000691 dt/mean=0.014316 dt/max=0.019203 dt/min=0.009319 dt/std=0.003642 dtd/mean=0.000290 dtd/max=0.000394 dtd/min=0.000263 dtd/std=0.000028 dtf/mean=0.002570 dtf/max=0.002884 dtf/min=0.002389 dtf/std=0.000165 dtb/mean=0.011457 dtb/max=0.016202 dtb/min=0.006307 dtb/std=0.003537
[2025-12-31 12:11:39,893749][I][examples/diffusion:425:train] step=119 loss=1.054880 dt=0.014634 dtd=0.000456 dtf=0.002772 dtb=0.011405 loss/mean=1.054674 loss/max=1.055524 loss/min=1.054063 loss/std=0.000488 dt/mean=0.013633 dt/max=0.018645 dt/min=0.009009 dt/std=0.003875 dtd/mean=0.000293 dtd/max=0.000456 dtd/min=0.000256 dtd/std=0.000039 dtf/mean=0.002585 dtf/max=0.002835 dtf/min=0.002379 dtf/std=0.000166 dtb/mean=0.010755 dtb/max=0.015675 dtb/min=0.006275 dtb/std=0.003705
[2025-12-31 12:11:39,919421][I][examples/diffusion:425:train] step=120 loss=1.002938 dt=0.015787 dtd=0.000377 dtf=0.002783 dtb=0.012627 loss/mean=1.003570 loss/max=1.004748 loss/min=1.002343 loss/std=0.000598 dt/mean=0.014041 dt/max=0.019704 dt/min=0.009154 dt/std=0.004166 dtd/mean=0.000288 dtd/max=0.000377 dtd/min=0.000257 dtd/std=0.000027 dtf/mean=0.002555 dtf/max=0.002816 dtf/min=0.002256 dtf/std=0.000204 dtb/mean=0.011198 dtb/max=0.016767 dtb/min=0.006550 dtb/std=0.003961
[2025-12-31 12:11:39,943649][I][examples/diffusion:425:train] step=121 loss=1.024542 dt=0.014608 dtd=0.000329 dtf=0.002805 dtb=0.011474 loss/mean=1.025336 loss/max=1.025875 loss/min=1.024542 loss/std=0.000598 dt/mean=0.013722 dt/max=0.018760 dt/min=0.008772 dt/std=0.003814 dtd/mean=0.000287 dtd/max=0.000332 dtd/min=0.000256 dtd/std=0.000026 dtf/mean=0.002568 dtf/max=0.002984 dtf/min=0.002244 dtf/std=0.000233 dtb/mean=0.010867 dtb/max=0.015783 dtb/min=0.006160 dtb/std=0.003585
[2025-12-31 12:11:39,967920][I][examples/diffusion:425:train] step=122 loss=1.031991 dt=0.014952 dtd=0.000383 dtf=0.002846 dtb=0.011723 loss/mean=1.032017 loss/max=1.032498 loss/min=1.031278 loss/std=0.000598 dt/mean=0.013588 dt/max=0.018481 dt/min=0.009180 dt/std=0.003698 dtd/mean=0.000285 dtd/max=0.000383 dtd/min=0.000255 dtd/std=0.000030 dtf/mean=0.002487 dtf/max=0.002851 dtf/min=0.002265 dtf/std=0.000202 dtb/mean=0.010817 dtb/max=0.015621 dtb/min=0.006516 dtb/std=0.003564
[2025-12-31 12:11:39,992946][I][examples/diffusion:425:train] step=123 loss=0.994081 dt=0.015276 dtd=0.000377 dtf=0.002549 dtb=0.012350 loss/mean=0.994701 loss/max=0.995276 loss/min=0.994081 loss/std=0.000488 dt/mean=0.013858 dt/max=0.018682 dt/min=0.009363 dt/std=0.003798 dtd/mean=0.000282 dtd/max=0.000377 dtd/min=0.000255 dtd/std=0.000027 dtf/mean=0.002474 dtf/max=0.002748 dtf/min=0.002273 dtf/std=0.000155 dtb/mean=0.011102 dtb/max=0.015794 dtb/min=0.006517 dtb/std=0.003709
[2025-12-31 12:11:40,017157][I][examples/diffusion:425:train] step=124 loss=0.945333 dt=0.014743 dtd=0.000537 dtf=0.002899 dtb=0.011308 loss/mean=0.944429 loss/max=0.945333 loss/min=0.943741 loss/std=0.000488 dt/mean=0.013727 dt/max=0.018966 dt/min=0.009130 dt/std=0.004035 dtd/mean=0.000295 dtd/max=0.000537 dtd/min=0.000252 dtd/std=0.000056 dtf/mean=0.002568 dtf/max=0.002906 dtf/min=0.002236 dtf/std=0.000231 dtb/mean=0.010863 dtb/max=0.016078 dtb/min=0.006429 dtb/std=0.003816
[2025-12-31 12:11:40,042264][I][examples/diffusion:425:train] step=125 loss=1.033802 dt=0.016087 dtd=0.000373 dtf=0.002810 dtb=0.012905 loss/mean=1.033645 loss/max=1.033957 loss/min=1.032846 loss/std=0.000488 dt/mean=0.014159 dt/max=0.019510 dt/min=0.009162 dt/std=0.004119 dtd/mean=0.000289 dtd/max=0.000373 dtd/min=0.000259 dtd/std=0.000026 dtf/mean=0.002643 dtf/max=0.002887 dtf/min=0.002340 dtf/std=0.000203 dtb/mean=0.011228 dtb/max=0.016434 dtb/min=0.006451 dtb/std=0.003912
[2025-12-31 12:11:40,066473][I][examples/diffusion:425:train] step=126 loss=1.079176 dt=0.015301 dtd=0.000389 dtf=0.002916 dtb=0.011996 loss/mean=1.079545 loss/max=1.080308 loss/min=1.078476 loss/std=0.000772 dt/mean=0.013663 dt/max=0.018816 dt/min=0.009125 dt/std=0.003766 dtd/mean=0.000290 dtd/max=0.000389 dtd/min=0.000253 dtd/std=0.000029 dtf/mean=0.002574 dtf/max=0.002916 dtf/min=0.002249 dtf/std=0.000210 dtb/mean=0.010798 dtb/max=0.015665 dtb/min=0.006258 dtb/std=0.003572
[2025-12-31 12:11:40,091372][I][examples/diffusion:425:train] step=127 loss=0.953724 dt=0.015685 dtd=0.000384 dtf=0.002859 dtb=0.012443 loss/mean=0.954488 loss/max=0.955262 loss/min=0.953724 loss/std=0.000244 dt/mean=0.013830 dt/max=0.018590 dt/min=0.009289 dt/std=0.003620 dtd/mean=0.000286 dtd/max=0.000384 dtd/min=0.000259 dtd/std=0.000031 dtf/mean=0.002553 dtf/max=0.002903 dtf/min=0.002312 dtf/std=0.000219 dtb/mean=0.010991 dtb/max=0.015943 dtb/min=0.006502 dtb/std=0.003453
[2025-12-31 12:11:40,116191][I][examples/diffusion:425:train] step=128 loss=1.007648 dt=0.015748 dtd=0.000367 dtf=0.002833 dtb=0.012547 loss/mean=1.007873 loss/max=1.009064 loss/min=1.007056 loss/std=0.000488 dt/mean=0.013954 dt/max=0.019540 dt/min=0.009058 dt/std=0.004062 dtd/mean=0.000285 dtd/max=0.000367 dtd/min=0.000253 dtd/std=0.000026 dtf/mean=0.002530 dtf/max=0.002865 dtf/min=0.002346 dtf/std=0.000177 dtb/mean=0.011139 dtb/max=0.016361 dtb/min=0.006301 dtb/std=0.003948
[2025-12-31 12:11:40,141014][I][examples/diffusion:425:train] step=129 loss=1.021212 dt=0.015718 dtd=0.000405 dtf=0.002524 dtb=0.012790 loss/mean=1.021080 loss/max=1.021522 loss/min=1.020204 loss/std=0.000488 dt/mean=0.013725 dt/max=0.018983 dt/min=0.009013 dt/std=0.004077 dtd/mean=0.000284 dtd/max=0.000405 dtd/min=0.000252 dtd/std=0.000032 dtf/mean=0.002476 dtf/max=0.002803 dtf/min=0.002243 dtf/std=0.000187 dtb/mean=0.010965 dtb/max=0.016322 dtb/min=0.006350 dtb/std=0.003944
[2025-12-31 12:11:40,167588][I][examples/diffusion:425:train] step=130 loss=1.070990 dt=0.017095 dtd=0.000407 dtf=0.002809 dtb=0.013879 loss/mean=1.070727 loss/max=1.071368 loss/min=1.069434 loss/std=0.000488 dt/mean=0.015141 dt/max=0.020620 dt/min=0.009401 dt/std=0.004343 dtd/mean=0.000297 dtd/max=0.000407 dtd/min=0.000262 dtd/std=0.000030 dtf/mean=0.002667 dtf/max=0.002915 dtf/min=0.002376 dtf/std=0.000168 dtb/mean=0.012177 dtb/max=0.017669 dtb/min=0.006419 dtb/std=0.004215
[2025-12-31 12:11:40,191713][I][examples/diffusion:425:train] step=131 loss=1.061794 dt=0.014539 dtd=0.000428 dtf=0.002801 dtb=0.011310 loss/mean=1.062730 loss/max=1.063677 loss/min=1.061794 loss/std=0.000691 dt/mean=0.013400 dt/max=0.017826 dt/min=0.009178 dt/std=0.003400 dtd/mean=0.000287 dtd/max=0.000428 dtd/min=0.000251 dtd/std=0.000035 dtf/mean=0.002508 dtf/max=0.002801 dtf/min=0.002228 dtf/std=0.000202 dtb/mean=0.010605 dtb/max=0.014894 dtb/min=0.006501 dtb/std=0.003199
[2025-12-31 12:11:40,216581][I][examples/diffusion:425:train] step=132 loss=1.031470 dt=0.015058 dtd=0.000386 dtf=0.002793 dtb=0.011879 loss/mean=1.030748 loss/max=1.031470 loss/min=1.029848 loss/std=0.000598 dt/mean=0.013858 dt/max=0.019073 dt/min=0.009074 dt/std=0.003855 dtd/mean=0.000290 dtd/max=0.000386 dtd/min=0.000260 dtd/std=0.000027 dtf/mean=0.002530 dtf/max=0.002793 dtf/min=0.002252 dtf/std=0.000181 dtb/mean=0.011039 dtb/max=0.016079 dtb/min=0.006348 dtb/std=0.003677
[2025-12-31 12:11:40,241303][I][examples/diffusion:425:train] step=133 loss=0.993940 dt=0.015564 dtd=0.000366 dtf=0.002811 dtb=0.012388 loss/mean=0.993188 loss/max=0.993940 loss/min=0.991900 loss/std=0.000646 dt/mean=0.014111 dt/max=0.019289 dt/min=0.009127 dt/std=0.003928 dtd/mean=0.000285 dtd/max=0.000366 dtd/min=0.000261 dtd/std=0.000025 dtf/mean=0.002526 dtf/max=0.002811 dtf/min=0.002366 dtf/std=0.000166 dtb/mean=0.011300 dtb/max=0.016659 dtb/min=0.006387 dtb/std=0.003824
[2025-12-31 12:11:40,267030][I][examples/diffusion:425:train] step=134 loss=1.018473 dt=0.016697 dtd=0.000350 dtf=0.002789 dtb=0.013558 loss/mean=1.019401 loss/max=1.020057 loss/min=1.018473 loss/std=0.000598 dt/mean=0.014867 dt/max=0.020092 dt/min=0.009259 dt/std=0.004161 dtd/mean=0.000283 dtd/max=0.000350 dtd/min=0.000259 dtd/std=0.000023 dtf/mean=0.002519 dtf/max=0.002801 dtf/min=0.002354 dtf/std=0.000165 dtb/mean=0.012064 dtb/max=0.017136 dtb/min=0.006520 dtb/std=0.004056
[2025-12-31 12:11:40,292744][I][examples/diffusion:425:train] step=135 loss=0.968085 dt=0.015919 dtd=0.000338 dtf=0.002492 dtb=0.013090 loss/mean=0.967553 loss/max=0.968359 loss/min=0.966554 loss/std=0.000488 dt/mean=0.013936 dt/max=0.019096 dt/min=0.008757 dt/std=0.004023 dtd/mean=0.000279 dtd/max=0.000338 dtd/min=0.000249 dtd/std=0.000025 dtf/mean=0.002449 dtf/max=0.002807 dtf/min=0.002217 dtf/std=0.000203 dtb/mean=0.011209 dtb/max=0.016455 dtb/min=0.006126 dtb/std=0.003872
[2025-12-31 12:11:40,316627][I][examples/diffusion:425:train] step=136 loss=0.966835 dt=0.014678 dtd=0.000413 dtf=0.002824 dtb=0.011441 loss/mean=0.967083 loss/max=0.967738 loss/min=0.966374 loss/std=0.000488 dt/mean=0.013530 dt/max=0.018489 dt/min=0.009079 dt/std=0.003829 dtd/mean=0.000290 dtd/max=0.000413 dtd/min=0.000266 dtd/std=0.000030 dtf/mean=0.002552 dtf/max=0.002824 dtf/min=0.002371 dtf/std=0.000157 dtb/mean=0.010687 dtb/max=0.015508 dtb/min=0.006317 dtb/std=0.003671
[2025-12-31 12:11:40,343632][I][examples/diffusion:425:train] step=137 loss=1.034608 dt=0.016697 dtd=0.000401 dtf=0.002848 dtb=0.013448 loss/mean=1.033995 loss/max=1.034608 loss/min=1.033523 loss/std=0.000691 dt/mean=0.014378 dt/max=0.020056 dt/min=0.008724 dt/std=0.004433 dtd/mean=0.000288 dtd/max=0.000401 dtd/min=0.000252 dtd/std=0.000032 dtf/mean=0.002569 dtf/max=0.002848 dtf/min=0.002265 dtf/std=0.000196 dtb/mean=0.011522 dtb/max=0.017040 dtb/min=0.006060 dtb/std=0.004237
[2025-12-31 12:11:40,368488][I][examples/diffusion:425:train] step=138 loss=0.958564 dt=0.014682 dtd=0.000384 dtf=0.002867 dtb=0.011431 loss/mean=0.958304 loss/max=0.958564 loss/min=0.957761 loss/std=0.000000 dt/mean=0.013900 dt/max=0.018832 dt/min=0.009118 dt/std=0.003833 dtd/mean=0.000289 dtd/max=0.000384 dtd/min=0.000262 dtd/std=0.000026 dtf/mean=0.002560 dtf/max=0.002867 dtf/min=0.002375 dtf/std=0.000152 dtb/mean=0.011052 dtb/max=0.015867 dtb/min=0.006468 dtb/std=0.003684
[2025-12-31 12:11:40,390716][I][examples/diffusion:425:train] step=139 loss=1.026135 dt=0.013841 dtd=0.000436 dtf=0.002884 dtb=0.010521 loss/mean=1.025746 loss/max=1.026135 loss/min=1.025473 loss/std=0.000000 dt/mean=0.013234 dt/max=0.018262 dt/min=0.008588 dt/std=0.003751 dtd/mean=0.000291 dtd/max=0.000436 dtd/min=0.000259 dtd/std=0.000036 dtf/mean=0.002563 dtf/max=0.002884 dtf/min=0.002254 dtf/std=0.000194 dtb/mean=0.010380 dtb/max=0.015095 dtb/min=0.005887 dtb/std=0.003568
[2025-12-31 12:11:40,416505][I][examples/diffusion:425:train] step=140 loss=1.057105 dt=0.016328 dtd=0.000405 dtf=0.002434 dtb=0.013490 loss/mean=1.056906 loss/max=1.057547 loss/min=1.056549 loss/std=0.000345 dt/mean=0.014185 dt/max=0.019167 dt/min=0.009313 dt/std=0.004053 dtd/mean=0.000284 dtd/max=0.000405 dtd/min=0.000259 dtd/std=0.000030 dtf/mean=0.002572 dtf/max=0.002844 dtf/min=0.002434 dtf/std=0.000132 dtb/mean=0.011330 dtb/max=0.016284 dtb/min=0.006515 dtb/std=0.003976
[2025-12-31 12:11:40,441218][I][examples/diffusion:425:train] step=141 loss=1.082931 dt=0.015801 dtd=0.000338 dtf=0.002569 dtb=0.012894 loss/mean=1.083302 loss/max=1.084083 loss/min=1.082833 loss/std=0.000488 dt/mean=0.014213 dt/max=0.019231 dt/min=0.009219 dt/std=0.003855 dtd/mean=0.000283 dtd/max=0.000338 dtd/min=0.000258 dtd/std=0.000022 dtf/mean=0.002531 dtf/max=0.002831 dtf/min=0.002365 dtf/std=0.000162 dtb/mean=0.011400 dtb/max=0.016210 dtb/min=0.006328 dtb/std=0.003774
[2025-12-31 12:11:40,465503][I][examples/diffusion:425:train] step=142 loss=1.030709 dt=0.015483 dtd=0.000377 dtf=0.002789 dtb=0.012317 loss/mean=1.031636 loss/max=1.032654 loss/min=1.030709 loss/std=0.000598 dt/mean=0.013513 dt/max=0.018662 dt/min=0.008337 dt/std=0.003980 dtd/mean=0.000279 dtd/max=0.000377 dtd/min=0.000252 dtd/std=0.000027 dtf/mean=0.002440 dtf/max=0.002789 dtf/min=0.002254 dtf/std=0.000180 dtb/mean=0.010794 dtb/max=0.015970 dtb/min=0.005810 dtb/std=0.003831
[2025-12-31 12:11:40,490264][I][examples/diffusion:425:train] step=143 loss=1.089925 dt=0.015401 dtd=0.000403 dtf=0.002792 dtb=0.012205 loss/mean=1.090378 loss/max=1.091540 loss/min=1.089911 loss/std=0.000598 dt/mean=0.014047 dt/max=0.018410 dt/min=0.009241 dt/std=0.003457 dtd/mean=0.000290 dtd/max=0.000403 dtd/min=0.000255 dtd/std=0.000031 dtf/mean=0.002559 dtf/max=0.002810 dtf/min=0.002282 dtf/std=0.000191 dtb/mean=0.011198 dtb/max=0.015410 dtb/min=0.006449 dtb/std=0.003269
[2025-12-31 12:11:40,515080][I][examples/diffusion:425:train] step=144 loss=1.040830 dt=0.015864 dtd=0.000438 dtf=0.002795 dtb=0.012632 loss/mean=1.040791 loss/max=1.041073 loss/min=1.040425 loss/std=0.000000 dt/mean=0.014237 dt/max=0.019400 dt/min=0.008847 dt/std=0.004115 dtd/mean=0.000284 dtd/max=0.000438 dtd/min=0.000251 dtd/std=0.000039 dtf/mean=0.002460 dtf/max=0.002827 dtf/min=0.002248 dtf/std=0.000220 dtb/mean=0.011493 dtb/max=0.016743 dtb/min=0.006246 dtb/std=0.003958
[2025-12-31 12:11:40,540537][I][examples/diffusion:425:train] step=145 loss=1.060759 dt=0.016206 dtd=0.000394 dtf=0.002812 dtb=0.012999 loss/mean=1.061211 loss/max=1.061729 loss/min=1.060666 loss/std=0.000488 dt/mean=0.013951 dt/max=0.019172 dt/min=0.009000 dt/std=0.004035 dtd/mean=0.000289 dtd/max=0.000394 dtd/min=0.000261 dtd/std=0.000031 dtf/mean=0.002578 dtf/max=0.002908 dtf/min=0.002364 dtf/std=0.000194 dtb/mean=0.011084 dtb/max=0.016531 dtb/min=0.006361 dtb/std=0.003899
[2025-12-31 12:11:40,564904][I][examples/diffusion:425:train] step=146 loss=1.025927 dt=0.015277 dtd=0.000325 dtf=0.002808 dtb=0.012144 loss/mean=1.025380 loss/max=1.025927 loss/min=1.024637 loss/std=0.000000 dt/mean=0.013679 dt/max=0.018770 dt/min=0.009032 dt/std=0.003895 dtd/mean=0.000287 dtd/max=0.000325 dtd/min=0.000257 dtd/std=0.000022 dtf/mean=0.002548 dtf/max=0.002808 dtf/min=0.002282 dtf/std=0.000208 dtb/mean=0.010843 dtb/max=0.015794 dtb/min=0.006357 dtb/std=0.003681
[2025-12-31 12:11:40,591316][I][examples/diffusion:425:train] step=147 loss=1.000404 dt=0.016753 dtd=0.000389 dtf=0.002824 dtb=0.013540 loss/mean=0.999426 loss/max=1.000404 loss/min=0.998874 loss/std=0.000244 dt/mean=0.014362 dt/max=0.019970 dt/min=0.009424 dt/std=0.004238 dtd/mean=0.000291 dtd/max=0.000389 dtd/min=0.000266 dtd/std=0.000024 dtf/mean=0.002578 dtf/max=0.002824 dtf/min=0.002388 dtf/std=0.000137 dtb/mean=0.011493 dtb/max=0.016980 dtb/min=0.006549 dtb/std=0.004106
[2025-12-31 12:11:40,616462][I][examples/diffusion:425:train] step=148 loss=0.996160 dt=0.016347 dtd=0.000402 dtf=0.002865 dtb=0.013080 loss/mean=0.996335 loss/max=0.996731 loss/min=0.996023 loss/std=0.000345 dt/mean=0.014542 dt/max=0.019480 dt/min=0.009040 dt/std=0.003976 dtd/mean=0.000292 dtd/max=0.000402 dtd/min=0.000265 dtd/std=0.000028 dtf/mean=0.002595 dtf/max=0.002865 dtf/min=0.002352 dtf/std=0.000139 dtb/mean=0.011655 dtb/max=0.016452 dtb/min=0.006197 dtb/std=0.003855
[2025-12-31 12:11:40,642207][I][examples/diffusion:425:train] step=149 loss=1.041180 dt=0.016158 dtd=0.000378 dtf=0.002776 dtb=0.013005 loss/mean=1.041489 loss/max=1.042105 loss/min=1.040812 loss/std=0.000488 dt/mean=0.014134 dt/max=0.019026 dt/min=0.009072 dt/std=0.003665 dtd/mean=0.000288 dtd/max=0.000378 dtd/min=0.000254 dtd/std=0.000026 dtf/mean=0.002543 dtf/max=0.002776 dtf/min=0.002258 dtf/std=0.000174 dtb/mean=0.011304 dtb/max=0.016009 dtb/min=0.006475 dtb/std=0.003495
[2025-12-31 12:11:40,667581][I][examples/diffusion:425:train] step=150 loss=1.078597 dt=0.015823 dtd=0.000405 dtf=0.002863 dtb=0.012555 loss/mean=1.079009 loss/max=1.079463 loss/min=1.078597 loss/std=0.000488 dt/mean=0.014377 dt/max=0.019480 dt/min=0.009291 dt/std=0.003817 dtd/mean=0.000292 dtd/max=0.000405 dtd/min=0.000258 dtd/std=0.000028 dtf/mean=0.002561 dtf/max=0.002863 dtf/min=0.002369 dtf/std=0.000151 dtb/mean=0.011524 dtb/max=0.016395 dtb/min=0.006552 dtb/std=0.003669
[2025-12-31 12:11:40,692718][I][examples/diffusion:425:train] step=151 loss=1.026484 dt=0.015906 dtd=0.000351 dtf=0.002497 dtb=0.013058 loss/mean=1.026132 loss/max=1.027069 loss/min=1.025274 loss/std=0.000598 dt/mean=0.014187 dt/max=0.019606 dt/min=0.008600 dt/std=0.004236 dtd/mean=0.000283 dtd/max=0.000351 dtd/min=0.000251 dtd/std=0.000023 dtf/mean=0.002465 dtf/max=0.002751 dtf/min=0.002263 dtf/std=0.000151 dtb/mean=0.011440 dtb/max=0.016958 dtb/min=0.005951 dtb/std=0.004131
[2025-12-31 12:11:40,718473][I][examples/diffusion:425:train] step=152 loss=1.079857 dt=0.015802 dtd=0.000384 dtf=0.002781 dtb=0.012637 loss/mean=1.080722 loss/max=1.081617 loss/min=1.079857 loss/std=0.000488 dt/mean=0.014085 dt/max=0.019339 dt/min=0.009182 dt/std=0.004135 dtd/mean=0.000291 dtd/max=0.000384 dtd/min=0.000266 dtd/std=0.000024 dtf/mean=0.002581 dtf/max=0.002781 dtf/min=0.002375 dtf/std=0.000128 dtb/mean=0.011213 dtb/max=0.016394 dtb/min=0.006455 dtb/std=0.004020
[2025-12-31 12:11:40,743499][I][examples/diffusion:425:train] step=153 loss=1.053318 dt=0.015499 dtd=0.000439 dtf=0.002844 dtb=0.012217 loss/mean=1.053383 loss/max=1.053998 loss/min=1.052773 loss/std=0.000488 dt/mean=0.014141 dt/max=0.019481 dt/min=0.009226 dt/std=0.004015 dtd/mean=0.000289 dtd/max=0.000439 dtd/min=0.000255 dtd/std=0.000035 dtf/mean=0.002553 dtf/max=0.002844 dtf/min=0.002347 dtf/std=0.000143 dtb/mean=0.011300 dtb/max=0.016625 dtb/min=0.006451 dtb/std=0.003879
[2025-12-31 12:11:40,766773][I][examples/diffusion:425:train] step=154 loss=1.087405 dt=0.014050 dtd=0.000404 dtf=0.002906 dtb=0.010740 loss/mean=1.088193 loss/max=1.088704 loss/min=1.087405 loss/std=0.000598 dt/mean=0.013112 dt/max=0.018054 dt/min=0.009077 dt/std=0.003483 dtd/mean=0.000292 dtd/max=0.000404 dtd/min=0.000256 dtd/std=0.000031 dtf/mean=0.002564 dtf/max=0.002906 dtf/min=0.002276 dtf/std=0.000207 dtb/mean=0.010256 dtb/max=0.014908 dtb/min=0.006389 dtb/std=0.003277
[2025-12-31 12:11:40,792396][I][examples/diffusion:425:train] step=155 loss=1.023934 dt=0.016203 dtd=0.000430 dtf=0.002757 dtb=0.013017 loss/mean=1.023187 loss/max=1.023934 loss/min=1.022377 loss/std=0.000691 dt/mean=0.014927 dt/max=0.019996 dt/min=0.009802 dt/std=0.003850 dtd/mean=0.000294 dtd/max=0.000430 dtd/min=0.000259 dtd/std=0.000035 dtf/mean=0.002844 dtf/max=0.003085 dtf/min=0.002600 dtf/std=0.000186 dtb/mean=0.011790 dtb/max=0.017093 dtb/min=0.006515 dtb/std=0.003851
[2025-12-31 12:11:40,817972][I][examples/diffusion:425:train] step=156 loss=0.998356 dt=0.016072 dtd=0.000353 dtf=0.002528 dtb=0.013191 loss/mean=0.998307 loss/max=0.998780 loss/min=0.997465 loss/std=0.000000 dt/mean=0.014225 dt/max=0.019788 dt/min=0.008997 dt/std=0.004168 dtd/mean=0.000284 dtd/max=0.000353 dtd/min=0.000256 dtd/std=0.000026 dtf/mean=0.002491 dtf/max=0.002855 dtf/min=0.002273 dtf/std=0.000186 dtb/mean=0.011450 dtb/max=0.016624 dtb/min=0.006314 dtb/std=0.004038
[2025-12-31 12:11:40,843912][I][examples/diffusion:425:train] step=157 loss=1.042282 dt=0.016224 dtd=0.000431 dtf=0.002888 dtb=0.012904 loss/mean=1.042198 loss/max=1.042787 loss/min=1.041638 loss/std=0.000488 dt/mean=0.014383 dt/max=0.019752 dt/min=0.009212 dt/std=0.004126 dtd/mean=0.000292 dtd/max=0.000431 dtd/min=0.000264 dtd/std=0.000037 dtf/mean=0.002588 dtf/max=0.002915 dtf/min=0.002383 dtf/std=0.000211 dtb/mean=0.011503 dtb/max=0.016671 dtb/min=0.006244 dtb/std=0.003988
[2025-12-31 12:11:40,869702][I][examples/diffusion:425:train] step=158 loss=1.094487 dt=0.016032 dtd=0.000385 dtf=0.002929 dtb=0.012719 loss/mean=1.094656 loss/max=1.095108 loss/min=1.093825 loss/std=0.000345 dt/mean=0.014490 dt/max=0.019732 dt/min=0.009372 dt/std=0.004117 dtd/mean=0.000289 dtd/max=0.000385 dtd/min=0.000255 dtd/std=0.000029 dtf/mean=0.002561 dtf/max=0.002929 dtf/min=0.002260 dtf/std=0.000206 dtb/mean=0.011641 dtb/max=0.016738 dtb/min=0.006665 dtb/std=0.003913
[2025-12-31 12:11:40,894938][I][examples/diffusion:425:train] step=159 loss=1.065579 dt=0.016144 dtd=0.000389 dtf=0.002844 dtb=0.012912 loss/mean=1.065455 loss/max=1.065841 loss/min=1.064867 loss/std=0.000488 dt/mean=0.014397 dt/max=0.019990 dt/min=0.009056 dt/std=0.004287 dtd/mean=0.000294 dtd/max=0.000389 dtd/min=0.000250 dtd/std=0.000030 dtf/mean=0.002604 dtf/max=0.002937 dtf/min=0.002327 dtf/std=0.000203 dtb/mean=0.011499 dtb/max=0.016719 dtb/min=0.006315 dtb/std=0.004086
[2025-12-31 12:11:40,920656][I][examples/diffusion:425:train] step=160 loss=1.045248 dt=0.016202 dtd=0.000420 dtf=0.002883 dtb=0.012899 loss/mean=1.045053 loss/max=1.045466 loss/min=1.044641 loss/std=0.000000 dt/mean=0.014331 dt/max=0.019175 dt/min=0.009162 dt/std=0.003708 dtd/mean=0.000291 dtd/max=0.000420 dtd/min=0.000258 dtd/std=0.000034 dtf/mean=0.002561 dtf/max=0.002883 dtf/min=0.002261 dtf/std=0.000208 dtb/mean=0.011479 dtb/max=0.016220 dtb/min=0.006467 dtb/std=0.003507
[2025-12-31 12:11:40,945539][I][examples/diffusion:425:train] step=161 loss=1.037102 dt=0.015795 dtd=0.000368 dtf=0.002856 dtb=0.012571 loss/mean=1.037880 loss/max=1.038712 loss/min=1.037102 loss/std=0.000488 dt/mean=0.013749 dt/max=0.019337 dt/min=0.008800 dt/std=0.004322 dtd/mean=0.000283 dtd/max=0.000368 dtd/min=0.000260 dtd/std=0.000023 dtf/mean=0.002506 dtf/max=0.002856 dtf/min=0.002368 dtf/std=0.000142 dtb/mean=0.010960 dtb/max=0.016705 dtb/min=0.006075 dtb/std=0.004222
[2025-12-31 12:11:40,970345][I][examples/diffusion:425:train] step=162 loss=0.979773 dt=0.015486 dtd=0.000394 dtf=0.002831 dtb=0.012261 loss/mean=0.979817 loss/max=0.980056 loss/min=0.979544 loss/std=0.000000 dt/mean=0.013940 dt/max=0.018835 dt/min=0.009353 dt/std=0.003800 dtd/mean=0.000291 dtd/max=0.000394 dtd/min=0.000264 dtd/std=0.000029 dtf/mean=0.002612 dtf/max=0.002831 dtf/min=0.002385 dtf/std=0.000155 dtb/mean=0.011037 dtb/max=0.015891 dtb/min=0.006410 dtb/std=0.003670
[2025-12-31 12:11:40,994730][I][examples/diffusion:425:train] step=163 loss=0.993086 dt=0.015710 dtd=0.000380 dtf=0.002874 dtb=0.012456 loss/mean=0.992759 loss/max=0.993086 loss/min=0.992348 loss/std=0.000244 dt/mean=0.014019 dt/max=0.019110 dt/min=0.009176 dt/std=0.004052 dtd/mean=0.000285 dtd/max=0.000380 dtd/min=0.000254 dtd/std=0.000026 dtf/mean=0.002534 dtf/max=0.002874 dtf/min=0.002262 dtf/std=0.000186 dtb/mean=0.011200 dtb/max=0.016132 dtb/min=0.006567 dtb/std=0.003873
[2025-12-31 12:11:41,020152][I][examples/diffusion:425:train] step=164 loss=0.985207 dt=0.015551 dtd=0.000389 dtf=0.002896 dtb=0.012265 loss/mean=0.986102 loss/max=0.986524 loss/min=0.985207 loss/std=0.000244 dt/mean=0.013708 dt/max=0.018630 dt/min=0.008604 dt/std=0.003692 dtd/mean=0.000288 dtd/max=0.000389 dtd/min=0.000250 dtd/std=0.000029 dtf/mean=0.002545 dtf/max=0.002896 dtf/min=0.002224 dtf/std=0.000191 dtb/mean=0.010875 dtb/max=0.015661 dtb/min=0.005974 dtb/std=0.003509
[2025-12-31 12:11:41,045054][I][examples/diffusion:425:train] step=165 loss=1.079883 dt=0.015686 dtd=0.000400 dtf=0.002794 dtb=0.012492 loss/mean=1.079679 loss/max=1.080607 loss/min=1.078634 loss/std=0.000772 dt/mean=0.014008 dt/max=0.019217 dt/min=0.008782 dt/std=0.004007 dtd/mean=0.000292 dtd/max=0.000400 dtd/min=0.000255 dtd/std=0.000033 dtf/mean=0.002577 dtf/max=0.002937 dtf/min=0.002264 dtf/std=0.000238 dtb/mean=0.011138 dtb/max=0.016244 dtb/min=0.006027 dtb/std=0.003777
[2025-12-31 12:11:41,070298][I][examples/diffusion:425:train] step=166 loss=1.009448 dt=0.016027 dtd=0.000411 dtf=0.002823 dtb=0.012793 loss/mean=1.009219 loss/max=1.010356 loss/min=1.008667 loss/std=0.000598 dt/mean=0.014140 dt/max=0.019524 dt/min=0.009372 dt/std=0.003993 dtd/mean=0.000289 dtd/max=0.000411 dtd/min=0.000259 dtd/std=0.000034 dtf/mean=0.002561 dtf/max=0.002908 dtf/min=0.002348 dtf/std=0.000202 dtb/mean=0.011291 dtb/max=0.016554 dtb/min=0.006520 dtb/std=0.003867
[2025-12-31 12:11:41,095781][I][examples/diffusion:425:train] step=167 loss=0.909766 dt=0.016174 dtd=0.000412 dtf=0.002879 dtb=0.012883 loss/mean=0.909391 loss/max=0.909766 loss/min=0.908769 loss/std=0.000423 dt/mean=0.014202 dt/max=0.019381 dt/min=0.009160 dt/std=0.004058 dtd/mean=0.000290 dtd/max=0.000412 dtd/min=0.000261 dtd/std=0.000031 dtf/mean=0.002586 dtf/max=0.002879 dtf/min=0.002374 dtf/std=0.000181 dtb/mean=0.011326 dtb/max=0.016280 dtb/min=0.006338 dtb/std=0.003884
[2025-12-31 12:11:41,120293][I][examples/diffusion:425:train] step=168 loss=1.004161 dt=0.015184 dtd=0.000410 dtf=0.002804 dtb=0.011970 loss/mean=1.004519 loss/max=1.005044 loss/min=1.003863 loss/std=0.000345 dt/mean=0.013954 dt/max=0.018898 dt/min=0.009190 dt/std=0.003716 dtd/mean=0.000290 dtd/max=0.000410 dtd/min=0.000260 dtd/std=0.000030 dtf/mean=0.002569 dtf/max=0.002804 dtf/min=0.002365 dtf/std=0.000143 dtb/mean=0.011095 dtb/max=0.015960 dtb/min=0.006384 dtb/std=0.003571
[2025-12-31 12:11:41,144715][I][examples/diffusion:425:train] step=169 loss=1.052984 dt=0.015344 dtd=0.000378 dtf=0.002838 dtb=0.012128 loss/mean=1.052892 loss/max=1.053937 loss/min=1.052395 loss/std=0.000488 dt/mean=0.013822 dt/max=0.018445 dt/min=0.009244 dt/std=0.003654 dtd/mean=0.000288 dtd/max=0.000378 dtd/min=0.000253 dtd/std=0.000026 dtf/mean=0.002541 dtf/max=0.002838 dtf/min=0.002262 dtf/std=0.000174 dtb/mean=0.010993 dtb/max=0.015476 dtb/min=0.006507 dtb/std=0.003483
[2025-12-31 12:11:41,169434][I][examples/diffusion:425:train] step=170 loss=1.039907 dt=0.015834 dtd=0.000416 dtf=0.002825 dtb=0.012592 loss/mean=1.038998 loss/max=1.039907 loss/min=1.038358 loss/std=0.000000 dt/mean=0.013979 dt/max=0.019049 dt/min=0.009248 dt/std=0.003857 dtd/mean=0.000287 dtd/max=0.000416 dtd/min=0.000261 dtd/std=0.000032 dtf/mean=0.002637 dtf/max=0.002946 dtf/min=0.002469 dtf/std=0.000169 dtb/mean=0.011054 dtb/max=0.016200 dtb/min=0.006488 dtb/std=0.003735
[2025-12-31 12:11:41,195412][I][examples/diffusion:425:train] step=171 loss=1.018863 dt=0.016714 dtd=0.000407 dtf=0.002819 dtb=0.013488 loss/mean=1.018479 loss/max=1.018863 loss/min=1.017886 loss/std=0.000488 dt/mean=0.014875 dt/max=0.019925 dt/min=0.009509 dt/std=0.004098 dtd/mean=0.000300 dtd/max=0.000407 dtd/min=0.000265 dtd/std=0.000027 dtf/mean=0.002657 dtf/max=0.002819 dtf/min=0.002388 dtf/std=0.000141 dtb/mean=0.011918 dtb/max=0.016817 dtb/min=0.006502 dtb/std=0.004014
[2025-12-31 12:11:41,220420][I][examples/diffusion:425:train] step=172 loss=1.039410 dt=0.016365 dtd=0.000404 dtf=0.002871 dtb=0.013090 loss/mean=1.039189 loss/max=1.039704 loss/min=1.038541 loss/std=0.000345 dt/mean=0.014360 dt/max=0.019865 dt/min=0.009220 dt/std=0.004327 dtd/mean=0.000292 dtd/max=0.000404 dtd/min=0.000255 dtd/std=0.000032 dtf/mean=0.002556 dtf/max=0.002871 dtf/min=0.002251 dtf/std=0.000214 dtb/mean=0.011512 dtb/max=0.016755 dtb/min=0.006562 dtb/std=0.004111
[2025-12-31 12:11:41,248201][I][examples/diffusion:425:train] step=173 loss=0.980594 dt=0.017379 dtd=0.000486 dtf=0.002846 dtb=0.014047 loss/mean=0.980386 loss/max=0.980886 loss/min=0.979867 loss/std=0.000345 dt/mean=0.014590 dt/max=0.020203 dt/min=0.009478 dt/std=0.004403 dtd/mean=0.000302 dtd/max=0.000486 dtd/min=0.000252 dtd/std=0.000045 dtf/mean=0.002652 dtf/max=0.002919 dtf/min=0.002219 dtf/std=0.000226 dtb/mean=0.011636 dtb/max=0.016992 dtb/min=0.006734 dtb/std=0.004231
[2025-12-31 12:11:41,273068][I][examples/diffusion:425:train] step=174 loss=1.033576 dt=0.015154 dtd=0.000408 dtf=0.003008 dtb=0.011738 loss/mean=1.033370 loss/max=1.033576 loss/min=1.032950 loss/std=0.000488 dt/mean=0.014323 dt/max=0.019428 dt/min=0.009252 dt/std=0.003788 dtd/mean=0.000301 dtd/max=0.000408 dtd/min=0.000263 dtd/std=0.000030 dtf/mean=0.002687 dtf/max=0.003008 dtf/min=0.002394 dtf/std=0.000183 dtb/mean=0.011335 dtb/max=0.016171 dtb/min=0.006562 dtb/std=0.003661
[2025-12-31 12:11:41,297871][I][examples/diffusion:425:train] step=175 loss=1.002243 dt=0.014905 dtd=0.000361 dtf=0.002882 dtb=0.011663 loss/mean=1.002060 loss/max=1.002349 loss/min=1.001595 loss/std=0.000000 dt/mean=0.013949 dt/max=0.018748 dt/min=0.009346 dt/std=0.003520 dtd/mean=0.000299 dtd/max=0.000361 dtd/min=0.000255 dtd/std=0.000021 dtf/mean=0.002661 dtf/max=0.002882 dtf/min=0.002403 dtf/std=0.000142 dtb/mean=0.010989 dtb/max=0.015611 dtb/min=0.006377 dtb/std=0.003421
[2025-12-31 12:11:41,321860][I][examples/diffusion:425:train] step=176 loss=0.986624 dt=0.014466 dtd=0.000404 dtf=0.002840 dtb=0.011223 loss/mean=0.986555 loss/max=0.987206 loss/min=0.985898 loss/std=0.000244 dt/mean=0.013574 dt/max=0.018423 dt/min=0.009062 dt/std=0.003823 dtd/mean=0.000291 dtd/max=0.000404 dtd/min=0.000256 dtd/std=0.000032 dtf/mean=0.002554 dtf/max=0.002840 dtf/min=0.002238 dtf/std=0.000210 dtb/mean=0.010729 dtb/max=0.015295 dtb/min=0.006412 dtb/std=0.003608
[2025-12-31 12:11:41,346590][I][examples/diffusion:425:train] step=177 loss=0.981235 dt=0.014979 dtd=0.000456 dtf=0.002855 dtb=0.011668 loss/mean=0.981320 loss/max=0.982097 loss/min=0.980609 loss/std=0.000546 dt/mean=0.013300 dt/max=0.018087 dt/min=0.008700 dt/std=0.003821 dtd/mean=0.000292 dtd/max=0.000456 dtd/min=0.000263 dtd/std=0.000041 dtf/mean=0.002554 dtf/max=0.002936 dtf/min=0.002348 dtf/std=0.000218 dtb/mean=0.010454 dtb/max=0.015233 dtb/min=0.006016 dtb/std=0.003670
[2025-12-31 12:11:41,370119][I][examples/diffusion:425:train] step=178 loss=0.976754 dt=0.014232 dtd=0.000537 dtf=0.003525 dtb=0.010169 loss/mean=0.976202 loss/max=0.976997 loss/min=0.975438 loss/std=0.000598 dt/mean=0.013416 dt/max=0.018440 dt/min=0.008831 dt/std=0.003468 dtd/mean=0.000301 dtd/max=0.000537 dtd/min=0.000261 dtd/std=0.000054 dtf/mean=0.002629 dtf/max=0.003525 dtf/min=0.002354 dtf/std=0.000275 dtb/mean=0.010486 dtb/max=0.015452 dtb/min=0.006121 dtb/std=0.003269
[2025-12-31 12:11:41,395413][I][examples/diffusion:425:train] step=179 loss=1.036039 dt=0.015176 dtd=0.000338 dtf=0.002876 dtb=0.011961 loss/mean=1.035877 loss/max=1.036442 loss/min=1.035002 loss/std=0.000000 dt/mean=0.013733 dt/max=0.018903 dt/min=0.009020 dt/std=0.003664 dtd/mean=0.000288 dtd/max=0.000338 dtd/min=0.000255 dtd/std=0.000023 dtf/mean=0.002568 dtf/max=0.002876 dtf/min=0.002250 dtf/std=0.000221 dtb/mean=0.010876 dtb/max=0.015783 dtb/min=0.006344 dtb/std=0.003443
[2025-12-31 12:11:41,418723][I][examples/diffusion:425:train] step=180 loss=1.055345 dt=0.014467 dtd=0.000388 dtf=0.002954 dtb=0.011125 loss/mean=1.055668 loss/max=1.056162 loss/min=1.055345 loss/std=0.000598 dt/mean=0.013687 dt/max=0.017988 dt/min=0.009401 dt/std=0.003373 dtd/mean=0.000300 dtd/max=0.000388 dtd/min=0.000260 dtd/std=0.000027 dtf/mean=0.002649 dtf/max=0.002954 dtf/min=0.002232 dtf/std=0.000220 dtb/mean=0.010738 dtb/max=0.014996 dtb/min=0.006349 dtb/std=0.003229
[2025-12-31 12:11:41,443779][I][examples/diffusion:425:train] step=181 loss=1.052373 dt=0.016008 dtd=0.000422 dtf=0.002849 dtb=0.012737 loss/mean=1.052381 loss/max=1.052663 loss/min=1.052019 loss/std=0.000000 dt/mean=0.014334 dt/max=0.019562 dt/min=0.009351 dt/std=0.003940 dtd/mean=0.000289 dtd/max=0.000422 dtd/min=0.000255 dtd/std=0.000034 dtf/mean=0.002557 dtf/max=0.002849 dtf/min=0.002268 dtf/std=0.000167 dtb/mean=0.011488 dtb/max=0.016546 dtb/min=0.006500 dtb/std=0.003784
[2025-12-31 12:11:41,470338][I][examples/diffusion:425:train] step=182 loss=1.033957 dt=0.017370 dtd=0.000496 dtf=0.002840 dtb=0.014033 loss/mean=1.034265 loss/max=1.034626 loss/min=1.033867 loss/std=0.000000 dt/mean=0.014864 dt/max=0.020268 dt/min=0.009419 dt/std=0.004410 dtd/mean=0.000292 dtd/max=0.000496 dtd/min=0.000255 dtd/std=0.000047 dtf/mean=0.002541 dtf/max=0.002840 dtf/min=0.002334 dtf/std=0.000175 dtb/mean=0.012032 dtb/max=0.017660 dtb/min=0.006544 dtb/std=0.004307
[2025-12-31 12:11:41,494949][I][examples/diffusion:425:train] step=183 loss=1.082451 dt=0.015569 dtd=0.000388 dtf=0.002782 dtb=0.012400 loss/mean=1.081825 loss/max=1.082451 loss/min=1.081346 loss/std=0.000000 dt/mean=0.013764 dt/max=0.018840 dt/min=0.008898 dt/std=0.003938 dtd/mean=0.000292 dtd/max=0.000388 dtd/min=0.000257 dtd/std=0.000031 dtf/mean=0.002572 dtf/max=0.002928 dtf/min=0.002241 dtf/std=0.000242 dtb/mean=0.010900 dtb/max=0.015637 dtb/min=0.006177 dtb/std=0.003695
[2025-12-31 12:11:41,520555][I][examples/diffusion:425:train] step=184 loss=1.061278 dt=0.015695 dtd=0.000321 dtf=0.002786 dtb=0.012588 loss/mean=1.061261 loss/max=1.061851 loss/min=1.060642 loss/std=0.000345 dt/mean=0.013973 dt/max=0.019425 dt/min=0.009054 dt/std=0.003914 dtd/mean=0.000289 dtd/max=0.000321 dtd/min=0.000257 dtd/std=0.000020 dtf/mean=0.002577 dtf/max=0.002798 dtf/min=0.002358 dtf/std=0.000166 dtb/mean=0.011107 dtb/max=0.016468 dtb/min=0.006239 dtb/std=0.003752
[2025-12-31 12:11:41,544172][I][examples/diffusion:425:train] step=185 loss=0.946490 dt=0.014524 dtd=0.000356 dtf=0.002891 dtb=0.011277 loss/mean=0.946417 loss/max=0.947020 loss/min=0.945750 loss/std=0.000000 dt/mean=0.013456 dt/max=0.018096 dt/min=0.009302 dt/std=0.003582 dtd/mean=0.000290 dtd/max=0.000356 dtd/min=0.000261 dtd/std=0.000024 dtf/mean=0.002684 dtf/max=0.002953 dtf/min=0.002445 dtf/std=0.000194 dtb/mean=0.010482 dtb/max=0.015018 dtb/min=0.006541 dtb/std=0.003387
[2025-12-31 12:11:41,569009][I][examples/diffusion:425:train] step=186 loss=1.045815 dt=0.015821 dtd=0.000384 dtf=0.002907 dtb=0.012530 loss/mean=1.045535 loss/max=1.046176 loss/min=1.044922 loss/std=0.000345 dt/mean=0.013719 dt/max=0.018736 dt/min=0.008836 dt/std=0.004132 dtd/mean=0.000288 dtd/max=0.000384 dtd/min=0.000255 dtd/std=0.000026 dtf/mean=0.002541 dtf/max=0.002907 dtf/min=0.002268 dtf/std=0.000192 dtb/mean=0.010890 dtb/max=0.015760 dtb/min=0.006214 dtb/std=0.003946
[2025-12-31 12:11:41,594478][I][examples/diffusion:425:train] step=187 loss=0.990731 dt=0.016060 dtd=0.000353 dtf=0.002779 dtb=0.012928 loss/mean=0.991260 loss/max=0.991636 loss/min=0.990731 loss/std=0.000345 dt/mean=0.014032 dt/max=0.019228 dt/min=0.009237 dt/std=0.003969 dtd/mean=0.000290 dtd/max=0.000353 dtd/min=0.000256 dtd/std=0.000029 dtf/mean=0.002586 dtf/max=0.002908 dtf/min=0.002254 dtf/std=0.000227 dtb/mean=0.011156 dtb/max=0.016562 dtb/min=0.006607 dtb/std=0.003878
[2025-12-31 12:11:41,619619][I][examples/diffusion:425:train] step=188 loss=1.022250 dt=0.016137 dtd=0.000342 dtf=0.002483 dtb=0.013312 loss/mean=1.022123 loss/max=1.022747 loss/min=1.021392 loss/std=0.000488 dt/mean=0.014289 dt/max=0.019564 dt/min=0.009223 dt/std=0.003983 dtd/mean=0.000283 dtd/max=0.000342 dtd/min=0.000252 dtd/std=0.000027 dtf/mean=0.002509 dtf/max=0.002897 dtf/min=0.002249 dtf/std=0.000220 dtb/mean=0.011496 dtb/max=0.016929 dtb/min=0.006287 dtb/std=0.003864
[2025-12-31 12:11:41,644168][I][examples/diffusion:425:train] step=189 loss=0.994007 dt=0.015136 dtd=0.000389 dtf=0.002787 dtb=0.011960 loss/mean=0.993821 loss/max=0.994049 loss/min=0.993570 loss/std=0.000423 dt/mean=0.013435 dt/max=0.018165 dt/min=0.008922 dt/std=0.003640 dtd/mean=0.000290 dtd/max=0.000389 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002577 dtf/max=0.002787 dtf/min=0.002360 dtf/std=0.000136 dtb/mean=0.010568 dtb/max=0.015216 dtb/min=0.006258 dtb/std=0.003506
[2025-12-31 12:11:41,667909][I][examples/diffusion:425:train] step=190 loss=1.052156 dt=0.014439 dtd=0.000325 dtf=0.002765 dtb=0.011348 loss/mean=1.052043 loss/max=1.052618 loss/min=1.050988 loss/std=0.000000 dt/mean=0.013515 dt/max=0.017975 dt/min=0.008765 dt/std=0.003341 dtd/mean=0.000288 dtd/max=0.000325 dtd/min=0.000260 dtd/std=0.000021 dtf/mean=0.002544 dtf/max=0.002783 dtf/min=0.002280 dtf/std=0.000190 dtb/mean=0.010684 dtb/max=0.015004 dtb/min=0.006046 dtb/std=0.003154
[2025-12-31 12:11:41,693239][I][examples/diffusion:425:train] step=191 loss=1.054880 dt=0.015232 dtd=0.000338 dtf=0.002826 dtb=0.012069 loss/mean=1.054602 loss/max=1.055160 loss/min=1.054167 loss/std=0.000000 dt/mean=0.013855 dt/max=0.018931 dt/min=0.009356 dt/std=0.003691 dtd/mean=0.000287 dtd/max=0.000338 dtd/min=0.000256 dtd/std=0.000020 dtf/mean=0.002541 dtf/max=0.002826 dtf/min=0.002298 dtf/std=0.000179 dtb/mean=0.011026 dtb/max=0.015907 dtb/min=0.006669 dtb/std=0.003518
[2025-12-31 12:11:41,717161][I][examples/diffusion:425:train] step=192 loss=1.034812 dt=0.014460 dtd=0.000394 dtf=0.002770 dtb=0.011295 loss/mean=1.034673 loss/max=1.035038 loss/min=1.034444 loss/std=0.000345 dt/mean=0.013807 dt/max=0.018317 dt/min=0.009305 dt/std=0.003601 dtd/mean=0.000290 dtd/max=0.000394 dtd/min=0.000260 dtd/std=0.000028 dtf/mean=0.002528 dtf/max=0.002770 dtf/min=0.002263 dtf/std=0.000177 dtb/mean=0.010989 dtb/max=0.015402 dtb/min=0.006607 dtb/std=0.003427
[2025-12-31 12:11:41,741170][I][examples/diffusion:425:train] step=193 loss=0.976318 dt=0.015125 dtd=0.000378 dtf=0.002792 dtb=0.011954 loss/mean=0.976480 loss/max=0.977225 loss/min=0.976078 loss/std=0.000345 dt/mean=0.013513 dt/max=0.018220 dt/min=0.009166 dt/std=0.003597 dtd/mean=0.000287 dtd/max=0.000378 dtd/min=0.000251 dtd/std=0.000031 dtf/mean=0.002528 dtf/max=0.002940 dtf/min=0.002240 dtf/std=0.000227 dtb/mean=0.010698 dtb/max=0.015346 dtb/min=0.006488 dtb/std=0.003444
[2025-12-31 12:11:41,771445][I][examples/diffusion:425:train] step=194 loss=1.027232 dt=0.015777 dtd=0.000351 dtf=0.002468 dtb=0.012958 loss/mean=1.027154 loss/max=1.027783 loss/min=1.026335 loss/std=0.000345 dt/mean=0.014001 dt/max=0.018803 dt/min=0.008634 dt/std=0.003809 dtd/mean=0.000284 dtd/max=0.000351 dtd/min=0.000254 dtd/std=0.000025 dtf/mean=0.002480 dtf/max=0.002809 dtf/min=0.002233 dtf/std=0.000184 dtb/mean=0.011236 dtb/max=0.016145 dtb/min=0.005959 dtb/std=0.003680
[2025-12-31 12:11:41,799273][I][examples/diffusion:425:train] step=195 loss=0.996821 dt=0.018352 dtd=0.000378 dtf=0.002784 dtb=0.015190 loss/mean=0.996670 loss/max=0.997048 loss/min=0.996262 loss/std=0.000345 dt/mean=0.017167 dt/max=0.022542 dt/min=0.009595 dt/std=0.004515 dtd/mean=0.000295 dtd/max=0.000378 dtd/min=0.000258 dtd/std=0.000026 dtf/mean=0.002468 dtf/max=0.002784 dtf/min=0.002207 dtf/std=0.000139 dtb/mean=0.014405 dtb/max=0.019806 dtb/min=0.006569 dtb/std=0.004522
[2025-12-31 12:11:41,823566][I][examples/diffusion:425:train] step=196 loss=0.941103 dt=0.014823 dtd=0.000497 dtf=0.002849 dtb=0.011476 loss/mean=0.940942 loss/max=0.941415 loss/min=0.940511 loss/std=0.000000 dt/mean=0.013647 dt/max=0.018412 dt/min=0.009025 dt/std=0.003778 dtd/mean=0.000298 dtd/max=0.000497 dtd/min=0.000253 dtd/std=0.000048 dtf/mean=0.002580 dtf/max=0.002933 dtf/min=0.002261 dtf/std=0.000236 dtb/mean=0.010769 dtb/max=0.015263 dtb/min=0.006312 dtb/std=0.003548
[2025-12-31 12:11:41,848335][I][examples/diffusion:425:train] step=197 loss=1.069588 dt=0.015228 dtd=0.000403 dtf=0.002836 dtb=0.011989 loss/mean=1.069118 loss/max=1.069678 loss/min=1.068646 loss/std=0.000345 dt/mean=0.013957 dt/max=0.018919 dt/min=0.009261 dt/std=0.003936 dtd/mean=0.000290 dtd/max=0.000403 dtd/min=0.000254 dtd/std=0.000030 dtf/mean=0.002529 dtf/max=0.002836 dtf/min=0.002239 dtf/std=0.000182 dtb/mean=0.011138 dtb/max=0.015918 dtb/min=0.006556 dtb/std=0.003751
[2025-12-31 12:11:41,872338][I][examples/diffusion:425:train] step=198 loss=0.991859 dt=0.014789 dtd=0.000327 dtf=0.002741 dtb=0.011721 loss/mean=0.992023 loss/max=0.992474 loss/min=0.991490 loss/std=0.000423 dt/mean=0.013369 dt/max=0.018435 dt/min=0.008884 dt/std=0.003825 dtd/mean=0.000286 dtd/max=0.000327 dtd/min=0.000258 dtd/std=0.000020 dtf/mean=0.002537 dtf/max=0.002756 dtf/min=0.002292 dtf/std=0.000164 dtb/mean=0.010546 dtb/max=0.015425 dtb/min=0.006268 dtb/std=0.003656
[2025-12-31 12:11:41,897456][I][examples/diffusion:425:train] step=199 loss=0.978748 dt=0.015710 dtd=0.000368 dtf=0.002816 dtb=0.012525 loss/mean=0.978675 loss/max=0.979402 loss/min=0.978036 loss/std=0.000423 dt/mean=0.013832 dt/max=0.018985 dt/min=0.009018 dt/std=0.003953 dtd/mean=0.000287 dtd/max=0.000368 dtd/min=0.000256 dtd/std=0.000029 dtf/mean=0.002523 dtf/max=0.002899 dtf/min=0.002249 dtf/std=0.000228 dtb/mean=0.011022 dtb/max=0.016382 dtb/min=0.006436 dtb/std=0.003789
[2025-12-31 12:11:41,922936][I][examples/diffusion:425:train] step=200 loss=1.078426 dt=0.016436 dtd=0.000360 dtf=0.002525 dtb=0.013552 loss/mean=1.078449 loss/max=1.079200 loss/min=1.077826 loss/std=0.000345 dt/mean=0.014691 dt/max=0.019751 dt/min=0.009096 dt/std=0.004144 dtd/mean=0.000283 dtd/max=0.000360 dtd/min=0.000259 dtd/std=0.000022 dtf/mean=0.002574 dtf/max=0.002836 dtf/min=0.002388 dtf/std=0.000145 dtb/mean=0.011834 dtb/max=0.016976 dtb/min=0.006381 dtb/std=0.004047
[2025-12-31 12:11:41,946956][I][examples/diffusion:425:train] step=201 loss=1.098444 dt=0.014629 dtd=0.000395 dtf=0.002859 dtb=0.011375 loss/mean=1.097326 loss/max=1.098444 loss/min=1.096441 loss/std=0.000691 dt/mean=0.013179 dt/max=0.017980 dt/min=0.009017 dt/std=0.003642 dtd/mean=0.000291 dtd/max=0.000395 dtd/min=0.000250 dtd/std=0.000031 dtf/mean=0.002555 dtf/max=0.002859 dtf/min=0.002227 dtf/std=0.000208 dtb/mean=0.010333 dtb/max=0.015028 dtb/min=0.006278 dtb/std=0.003439
[2025-12-31 12:11:41,969878][I][examples/diffusion:425:train] step=202 loss=1.085241 dt=0.014493 dtd=0.000389 dtf=0.002889 dtb=0.011215 loss/mean=1.084724 loss/max=1.085241 loss/min=1.084197 loss/std=0.000000 dt/mean=0.013196 dt/max=0.018206 dt/min=0.008976 dt/std=0.003596 dtd/mean=0.000287 dtd/max=0.000389 dtd/min=0.000258 dtd/std=0.000027 dtf/mean=0.002526 dtf/max=0.002889 dtf/min=0.002272 dtf/std=0.000178 dtb/mean=0.010382 dtb/max=0.015316 dtb/min=0.006360 dtb/std=0.003428
[2025-12-31 12:11:41,995286][I][examples/diffusion:425:train] step=203 loss=1.029428 dt=0.015888 dtd=0.000372 dtf=0.002749 dtb=0.012766 loss/mean=1.029576 loss/max=1.030241 loss/min=1.029129 loss/std=0.000345 dt/mean=0.013704 dt/max=0.018594 dt/min=0.009420 dt/std=0.003784 dtd/mean=0.000295 dtd/max=0.000372 dtd/min=0.000254 dtd/std=0.000026 dtf/mean=0.002619 dtf/max=0.002820 dtf/min=0.002253 dtf/std=0.000196 dtb/mean=0.010789 dtb/max=0.015652 dtb/min=0.006508 dtb/std=0.003660
[2025-12-31 12:11:42,019428][I][examples/diffusion:425:train] step=204 loss=1.042638 dt=0.014878 dtd=0.000331 dtf=0.002879 dtb=0.011668 loss/mean=1.043068 loss/max=1.043741 loss/min=1.042536 loss/std=0.000345 dt/mean=0.013770 dt/max=0.018771 dt/min=0.009139 dt/std=0.003810 dtd/mean=0.000283 dtd/max=0.000331 dtd/min=0.000255 dtd/std=0.000022 dtf/mean=0.002513 dtf/max=0.002879 dtf/min=0.002284 dtf/std=0.000194 dtb/mean=0.010975 dtb/max=0.016154 dtb/min=0.006466 dtb/std=0.003683
[2025-12-31 12:11:42,043588][I][examples/diffusion:425:train] step=205 loss=1.017473 dt=0.014636 dtd=0.000389 dtf=0.002801 dtb=0.011446 loss/mean=1.017206 loss/max=1.017473 loss/min=1.016981 loss/std=0.000345 dt/mean=0.013114 dt/max=0.017903 dt/min=0.008436 dt/std=0.003617 dtd/mean=0.000286 dtd/max=0.000389 dtd/min=0.000255 dtd/std=0.000033 dtf/mean=0.002530 dtf/max=0.002929 dtf/min=0.002248 dtf/std=0.000234 dtb/mean=0.010298 dtb/max=0.015050 dtb/min=0.005930 dtb/std=0.003437
[2025-12-31 12:11:42,068464][I][examples/diffusion:425:train] step=206 loss=1.021936 dt=0.015141 dtd=0.000392 dtf=0.002787 dtb=0.011962 loss/mean=1.021762 loss/max=1.022516 loss/min=1.021238 loss/std=0.000345 dt/mean=0.013934 dt/max=0.018824 dt/min=0.009346 dt/std=0.003789 dtd/mean=0.000293 dtd/max=0.000392 dtd/min=0.000253 dtd/std=0.000030 dtf/mean=0.002609 dtf/max=0.002802 dtf/min=0.002225 dtf/std=0.000195 dtb/mean=0.011032 dtb/max=0.015921 dtb/min=0.006436 dtb/std=0.003665
[2025-12-31 12:11:42,092019][I][examples/diffusion:425:train] step=207 loss=1.072861 dt=0.014449 dtd=0.000339 dtf=0.002817 dtb=0.011293 loss/mean=1.073135 loss/max=1.073381 loss/min=1.072580 loss/std=0.000000 dt/mean=0.013377 dt/max=0.018371 dt/min=0.009028 dt/std=0.003795 dtd/mean=0.000285 dtd/max=0.000339 dtd/min=0.000257 dtd/std=0.000018 dtf/mean=0.002549 dtf/max=0.002817 dtf/min=0.002379 dtf/std=0.000137 dtb/mean=0.010542 dtb/max=0.015551 dtb/min=0.006350 dtb/std=0.003666
[2025-12-31 12:11:42,116801][I][examples/diffusion:425:train] step=208 loss=1.017815 dt=0.015335 dtd=0.000392 dtf=0.002810 dtb=0.012133 loss/mean=1.017572 loss/max=1.017936 loss/min=1.017014 loss/std=0.000000 dt/mean=0.014074 dt/max=0.019129 dt/min=0.009165 dt/std=0.003718 dtd/mean=0.000290 dtd/max=0.000392 dtd/min=0.000253 dtd/std=0.000030 dtf/mean=0.002548 dtf/max=0.002814 dtf/min=0.002231 dtf/std=0.000208 dtb/mean=0.011236 dtb/max=0.016013 dtb/min=0.006487 dtb/std=0.003510
[2025-12-31 12:11:42,142392][I][examples/diffusion:425:train] step=209 loss=1.035639 dt=0.016092 dtd=0.000404 dtf=0.002788 dtb=0.012900 loss/mean=1.035634 loss/max=1.036041 loss/min=1.035192 loss/std=0.000000 dt/mean=0.014295 dt/max=0.019339 dt/min=0.008993 dt/std=0.004057 dtd/mean=0.000285 dtd/max=0.000404 dtd/min=0.000254 dtd/std=0.000032 dtf/mean=0.002511 dtf/max=0.002788 dtf/min=0.002279 dtf/std=0.000187 dtb/mean=0.011499 dtb/max=0.016340 dtb/min=0.006371 dtb/std=0.003861
[2025-12-31 12:11:42,167568][I][examples/diffusion:425:train] step=210 loss=1.016973 dt=0.015905 dtd=0.000379 dtf=0.002777 dtb=0.012749 loss/mean=1.017146 loss/max=1.017476 loss/min=1.016950 loss/std=0.000000 dt/mean=0.014084 dt/max=0.019475 dt/min=0.008936 dt/std=0.003875 dtd/mean=0.000300 dtd/max=0.000379 dtd/min=0.000255 dtd/std=0.000027 dtf/mean=0.002644 dtf/max=0.002920 dtf/min=0.002237 dtf/std=0.000217 dtb/mean=0.011140 dtb/max=0.016492 dtb/min=0.006320 dtb/std=0.003709
[2025-12-31 12:11:42,193120][I][examples/diffusion:425:train] step=211 loss=0.993796 dt=0.016451 dtd=0.000355 dtf=0.002749 dtb=0.013347 loss/mean=0.993931 loss/max=0.994298 loss/min=0.993407 loss/std=0.000345 dt/mean=0.014672 dt/max=0.019966 dt/min=0.009425 dt/std=0.004009 dtd/mean=0.000281 dtd/max=0.000355 dtd/min=0.000257 dtd/std=0.000023 dtf/mean=0.002502 dtf/max=0.002749 dtf/min=0.002280 dtf/std=0.000151 dtb/mean=0.011889 dtb/max=0.016910 dtb/min=0.006557 dtb/std=0.003910
[2025-12-31 12:11:42,217696][I][examples/diffusion:425:train] step=212 loss=0.955450 dt=0.015015 dtd=0.000374 dtf=0.002765 dtb=0.011876 loss/mean=0.955345 loss/max=0.956098 loss/min=0.954642 loss/std=0.000546 dt/mean=0.013483 dt/max=0.017998 dt/min=0.009144 dt/std=0.003528 dtd/mean=0.000289 dtd/max=0.000374 dtd/min=0.000255 dtd/std=0.000027 dtf/mean=0.002532 dtf/max=0.002809 dtf/min=0.002247 dtf/std=0.000185 dtb/mean=0.010662 dtb/max=0.015138 dtb/min=0.006480 dtb/std=0.003361
[2025-12-31 12:11:42,242316][I][examples/diffusion:425:train] step=213 loss=1.029949 dt=0.015290 dtd=0.000377 dtf=0.002804 dtb=0.012109 loss/mean=1.029682 loss/max=1.030192 loss/min=1.029217 loss/std=0.000000 dt/mean=0.013765 dt/max=0.019009 dt/min=0.008736 dt/std=0.003916 dtd/mean=0.000293 dtd/max=0.000377 dtd/min=0.000262 dtd/std=0.000029 dtf/mean=0.002604 dtf/max=0.002926 dtf/min=0.002388 dtf/std=0.000197 dtb/mean=0.010867 dtb/max=0.016151 dtb/min=0.006022 dtb/std=0.003728
[2025-12-31 12:11:42,267517][I][examples/diffusion:425:train] step=214 loss=0.973425 dt=0.015576 dtd=0.000421 dtf=0.002889 dtb=0.012266 loss/mean=0.973198 loss/max=0.973425 loss/min=0.972892 loss/std=0.000000 dt/mean=0.014020 dt/max=0.018685 dt/min=0.009517 dt/std=0.003710 dtd/mean=0.000299 dtd/max=0.000421 dtd/min=0.000257 dtd/std=0.000033 dtf/mean=0.002634 dtf/max=0.002889 dtf/min=0.002258 dtf/std=0.000197 dtb/mean=0.011086 dtb/max=0.015696 dtb/min=0.006539 dtb/std=0.003595
[2025-12-31 12:11:42,292525][I][examples/diffusion:425:train] step=215 loss=1.035189 dt=0.016178 dtd=0.000426 dtf=0.002817 dtb=0.012935 loss/mean=1.034784 loss/max=1.035251 loss/min=1.034099 loss/std=0.000598 dt/mean=0.014310 dt/max=0.019644 dt/min=0.009155 dt/std=0.004086 dtd/mean=0.000284 dtd/max=0.000426 dtd/min=0.000256 dtd/std=0.000035 dtf/mean=0.002608 dtf/max=0.002908 dtf/min=0.002379 dtf/std=0.000191 dtb/mean=0.011417 dtb/max=0.016921 dtb/min=0.006408 dtb/std=0.003940
[2025-12-31 12:11:42,317562][I][examples/diffusion:425:train] step=216 loss=1.050220 dt=0.016036 dtd=0.000480 dtf=0.002833 dtb=0.012723 loss/mean=1.049596 loss/max=1.050220 loss/min=1.049295 loss/std=0.000000 dt/mean=0.013998 dt/max=0.018927 dt/min=0.009044 dt/std=0.003719 dtd/mean=0.000298 dtd/max=0.000480 dtd/min=0.000265 dtd/std=0.000043 dtf/mean=0.002655 dtf/max=0.002966 dtf/min=0.002392 dtf/std=0.000184 dtb/mean=0.011045 dtb/max=0.015974 dtb/min=0.006204 dtb/std=0.003543
[2025-12-31 12:11:42,341446][I][examples/diffusion:425:train] step=217 loss=1.043529 dt=0.015182 dtd=0.000348 dtf=0.002497 dtb=0.012337 loss/mean=1.043249 loss/max=1.043839 loss/min=1.042875 loss/std=0.000488 dt/mean=0.013324 dt/max=0.018017 dt/min=0.008883 dt/std=0.003710 dtd/mean=0.000288 dtd/max=0.000348 dtd/min=0.000249 dtd/std=0.000026 dtf/mean=0.002556 dtf/max=0.002808 dtf/min=0.002289 dtf/std=0.000196 dtb/mean=0.010480 dtb/max=0.014914 dtb/min=0.006340 dtb/std=0.003661
[2025-12-31 12:11:42,365904][I][examples/diffusion:425:train] step=218 loss=1.101116 dt=0.015451 dtd=0.000382 dtf=0.002773 dtb=0.012296 loss/mean=1.101374 loss/max=1.101870 loss/min=1.100819 loss/std=0.000000 dt/mean=0.013787 dt/max=0.018763 dt/min=0.009015 dt/std=0.003750 dtd/mean=0.000290 dtd/max=0.000382 dtd/min=0.000250 dtd/std=0.000028 dtf/mean=0.002525 dtf/max=0.002773 dtf/min=0.002224 dtf/std=0.000173 dtb/mean=0.010972 dtb/max=0.015781 dtb/min=0.006355 dtb/std=0.003579
[2025-12-31 12:11:42,390458][I][examples/diffusion:425:train] step=219 loss=1.009568 dt=0.015487 dtd=0.000417 dtf=0.002890 dtb=0.012180 loss/mean=1.009552 loss/max=1.009859 loss/min=1.009296 loss/std=0.000000 dt/mean=0.013956 dt/max=0.018989 dt/min=0.009290 dt/std=0.003782 dtd/mean=0.000291 dtd/max=0.000417 dtd/min=0.000252 dtd/std=0.000035 dtf/mean=0.002574 dtf/max=0.002890 dtf/min=0.002255 dtf/std=0.000233 dtb/mean=0.011092 dtb/max=0.016003 dtb/min=0.006597 dtb/std=0.003550
[2025-12-31 12:11:42,416918][I][examples/diffusion:425:train] step=220 loss=1.001026 dt=0.016761 dtd=0.000422 dtf=0.002900 dtb=0.013439 loss/mean=1.001104 loss/max=1.001686 loss/min=1.000787 loss/std=0.000488 dt/mean=0.014449 dt/max=0.020206 dt/min=0.009338 dt/std=0.004245 dtd/mean=0.000292 dtd/max=0.000422 dtd/min=0.000264 dtd/std=0.000031 dtf/mean=0.002585 dtf/max=0.002900 dtf/min=0.002362 dtf/std=0.000169 dtb/mean=0.011571 dtb/max=0.017204 dtb/min=0.006506 dtb/std=0.004082
[2025-12-31 12:11:42,442315][I][examples/diffusion:425:train] step=221 loss=1.034409 dt=0.016442 dtd=0.000424 dtf=0.002783 dtb=0.013234 loss/mean=1.034489 loss/max=1.034859 loss/min=1.034202 loss/std=0.000000 dt/mean=0.014579 dt/max=0.019981 dt/min=0.009388 dt/std=0.004191 dtd/mean=0.000287 dtd/max=0.000424 dtd/min=0.000251 dtd/std=0.000035 dtf/mean=0.002499 dtf/max=0.002786 dtf/min=0.002223 dtf/std=0.000193 dtb/mean=0.011793 dtb/max=0.017356 dtb/min=0.006632 dtb/std=0.004066
[2025-12-31 12:11:42,466774][I][examples/diffusion:425:train] step=222 loss=1.059008 dt=0.015696 dtd=0.000471 dtf=0.002780 dtb=0.012445 loss/mean=1.058668 loss/max=1.059178 loss/min=1.058134 loss/std=0.000345 dt/mean=0.013785 dt/max=0.018766 dt/min=0.009148 dt/std=0.003895 dtd/mean=0.000290 dtd/max=0.000471 dtd/min=0.000257 dtd/std=0.000043 dtf/mean=0.002525 dtf/max=0.002817 dtf/min=0.002351 dtf/std=0.000174 dtb/mean=0.010970 dtb/max=0.016098 dtb/min=0.006408 dtb/std=0.003774
[2025-12-31 12:11:42,492381][I][examples/diffusion:425:train] step=223 loss=1.037055 dt=0.016129 dtd=0.000363 dtf=0.002808 dtb=0.012958 loss/mean=1.036217 loss/max=1.037055 loss/min=1.035563 loss/std=0.000598 dt/mean=0.014028 dt/max=0.018994 dt/min=0.009198 dt/std=0.003951 dtd/mean=0.000288 dtd/max=0.000363 dtd/min=0.000263 dtd/std=0.000026 dtf/mean=0.002563 dtf/max=0.002923 dtf/min=0.002363 dtf/std=0.000202 dtb/mean=0.011178 dtb/max=0.016154 dtb/min=0.006495 dtb/std=0.003809
[2025-12-31 12:11:42,517269][I][examples/diffusion:425:train] step=224 loss=1.061214 dt=0.015466 dtd=0.000417 dtf=0.002778 dtb=0.012270 loss/mean=1.061308 loss/max=1.061684 loss/min=1.061014 loss/std=0.000000 dt/mean=0.014012 dt/max=0.018741 dt/min=0.009580 dt/std=0.003527 dtd/mean=0.000292 dtd/max=0.000417 dtd/min=0.000260 dtd/std=0.000033 dtf/mean=0.002607 dtf/max=0.002792 dtf/min=0.002328 dtf/std=0.000166 dtb/mean=0.011114 dtb/max=0.015666 dtb/min=0.006473 dtb/std=0.003488
[2025-12-31 12:11:42,543714][I][examples/diffusion:425:train] step=225 loss=1.004959 dt=0.016006 dtd=0.000376 dtf=0.002803 dtb=0.012826 loss/mean=1.004613 loss/max=1.005242 loss/min=1.003946 loss/std=0.000000 dt/mean=0.014255 dt/max=0.019708 dt/min=0.009239 dt/std=0.004118 dtd/mean=0.000288 dtd/max=0.000376 dtd/min=0.000251 dtd/std=0.000028 dtf/mean=0.002548 dtf/max=0.002809 dtf/min=0.002252 dtf/std=0.000197 dtb/mean=0.011419 dtb/max=0.016795 dtb/min=0.006525 dtb/std=0.003923
[2025-12-31 12:11:42,566236][I][examples/diffusion:425:train] step=226 loss=1.036707 dt=0.013970 dtd=0.000414 dtf=0.002976 dtb=0.010580 loss/mean=1.036342 loss/max=1.036847 loss/min=1.035799 loss/std=0.000345 dt/mean=0.013765 dt/max=0.018652 dt/min=0.009542 dt/std=0.003553 dtd/mean=0.000296 dtd/max=0.000414 dtd/min=0.000254 dtd/std=0.000032 dtf/mean=0.002630 dtf/max=0.002976 dtf/min=0.002239 dtf/std=0.000198 dtb/mean=0.010839 dtb/max=0.015570 dtb/min=0.006569 dtb/std=0.003437
[2025-12-31 12:11:42,591547][I][examples/diffusion:425:train] step=227 loss=1.000372 dt=0.015492 dtd=0.000432 dtf=0.002777 dtb=0.012284 loss/mean=1.000215 loss/max=1.000626 loss/min=0.999724 loss/std=0.000488 dt/mean=0.013430 dt/max=0.018396 dt/min=0.008866 dt/std=0.003773 dtd/mean=0.000286 dtd/max=0.000432 dtd/min=0.000250 dtd/std=0.000036 dtf/mean=0.002499 dtf/max=0.002777 dtf/min=0.002226 dtf/std=0.000196 dtb/mean=0.010645 dtb/max=0.015475 dtb/min=0.006248 dtb/std=0.003568
[2025-12-31 12:11:42,616640][I][examples/diffusion:425:train] step=228 loss=0.979071 dt=0.015836 dtd=0.000417 dtf=0.002773 dtb=0.012646 loss/mean=0.979419 loss/max=0.979937 loss/min=0.979071 loss/std=0.000000 dt/mean=0.014333 dt/max=0.019558 dt/min=0.009099 dt/std=0.003889 dtd/mean=0.000290 dtd/max=0.000417 dtd/min=0.000264 dtd/std=0.000032 dtf/mean=0.002541 dtf/max=0.002807 dtf/min=0.002352 dtf/std=0.000167 dtb/mean=0.011502 dtb/max=0.016903 dtb/min=0.006334 dtb/std=0.003805
[2025-12-31 12:11:42,641102][I][examples/diffusion:425:train] step=229 loss=0.989190 dt=0.015617 dtd=0.000393 dtf=0.002791 dtb=0.012433 loss/mean=0.989483 loss/max=0.990016 loss/min=0.988930 loss/std=0.000345 dt/mean=0.014041 dt/max=0.019056 dt/min=0.009486 dt/std=0.003896 dtd/mean=0.000298 dtd/max=0.000393 dtd/min=0.000263 dtd/std=0.000026 dtf/mean=0.002654 dtf/max=0.002825 dtf/min=0.002361 dtf/std=0.000155 dtb/mean=0.011089 dtb/max=0.016069 dtb/min=0.006564 dtb/std=0.003792
[2025-12-31 12:11:42,667855][I][examples/diffusion:425:train] step=230 loss=0.993212 dt=0.017233 dtd=0.000437 dtf=0.002855 dtb=0.013940 loss/mean=0.992888 loss/max=0.993212 loss/min=0.992763 loss/std=0.000000 dt/mean=0.014694 dt/max=0.019870 dt/min=0.009248 dt/std=0.004143 dtd/mean=0.000293 dtd/max=0.000437 dtd/min=0.000263 dtd/std=0.000034 dtf/mean=0.002662 dtf/max=0.002927 dtf/min=0.002433 dtf/std=0.000163 dtb/mean=0.011739 dtb/max=0.016799 dtb/min=0.006481 dtb/std=0.003973
[2025-12-31 12:11:42,693039][I][examples/diffusion:425:train] step=231 loss=1.090769 dt=0.015330 dtd=0.000441 dtf=0.002954 dtb=0.011936 loss/mean=1.090941 loss/max=1.091204 loss/min=1.090769 loss/std=0.000000 dt/mean=0.013572 dt/max=0.018749 dt/min=0.008861 dt/std=0.003985 dtd/mean=0.000293 dtd/max=0.000441 dtd/min=0.000253 dtd/std=0.000038 dtf/mean=0.002576 dtf/max=0.002954 dtf/min=0.002262 dtf/std=0.000234 dtb/mean=0.010703 dtb/max=0.015640 dtb/min=0.006182 dtb/std=0.003747
[2025-12-31 12:11:42,717299][I][examples/diffusion:425:train] step=232 loss=1.028502 dt=0.015094 dtd=0.000374 dtf=0.002876 dtb=0.011844 loss/mean=1.028981 loss/max=1.029445 loss/min=1.028502 loss/std=0.000488 dt/mean=0.014088 dt/max=0.018976 dt/min=0.009476 dt/std=0.003777 dtd/mean=0.000291 dtd/max=0.000374 dtd/min=0.000254 dtd/std=0.000029 dtf/mean=0.002589 dtf/max=0.002921 dtf/min=0.002263 dtf/std=0.000223 dtb/mean=0.011208 dtb/max=0.015816 dtb/min=0.006572 dtb/std=0.003574
[2025-12-31 12:11:42,741878][I][examples/diffusion:425:train] step=233 loss=0.982953 dt=0.015720 dtd=0.000419 dtf=0.002868 dtb=0.012433 loss/mean=0.983124 loss/max=0.983394 loss/min=0.982937 loss/std=0.000000 dt/mean=0.013838 dt/max=0.018746 dt/min=0.009029 dt/std=0.004035 dtd/mean=0.000286 dtd/max=0.000419 dtd/min=0.000250 dtd/std=0.000036 dtf/mean=0.002526 dtf/max=0.002907 dtf/min=0.002242 dtf/std=0.000234 dtb/mean=0.011026 dtb/max=0.016085 dtb/min=0.006312 dtb/std=0.003864
[2025-12-31 12:11:42,767129][I][examples/diffusion:425:train] step=234 loss=1.002962 dt=0.016269 dtd=0.000370 dtf=0.002829 dtb=0.013070 loss/mean=1.002450 loss/max=1.002963 loss/min=1.001899 loss/std=0.000000 dt/mean=0.014021 dt/max=0.019250 dt/min=0.008975 dt/std=0.004277 dtd/mean=0.000285 dtd/max=0.000370 dtd/min=0.000256 dtd/std=0.000026 dtf/mean=0.002510 dtf/max=0.002829 dtf/min=0.002277 dtf/std=0.000192 dtb/mean=0.011226 dtb/max=0.016557 dtb/min=0.006276 dtb/std=0.004132
[2025-12-31 12:11:42,791817][I][examples/diffusion:425:train] step=235 loss=1.008358 dt=0.014776 dtd=0.000453 dtf=0.002790 dtb=0.011533 loss/mean=1.008137 loss/max=1.008776 loss/min=1.007511 loss/std=0.000000 dt/mean=0.013414 dt/max=0.018260 dt/min=0.008829 dt/std=0.003571 dtd/mean=0.000301 dtd/max=0.000453 dtd/min=0.000256 dtd/std=0.000038 dtf/mean=0.002646 dtf/max=0.002892 dtf/min=0.002254 dtf/std=0.000214 dtb/mean=0.010468 dtb/max=0.015083 dtb/min=0.006234 dtb/std=0.003418
[2025-12-31 12:11:42,816909][I][examples/diffusion:425:train] step=236 loss=1.098159 dt=0.014741 dtd=0.000437 dtf=0.002884 dtb=0.011419 loss/mean=1.098552 loss/max=1.099169 loss/min=1.098159 loss/std=0.000000 dt/mean=0.013873 dt/max=0.018888 dt/min=0.009208 dt/std=0.003874 dtd/mean=0.000302 dtd/max=0.000437 dtd/min=0.000266 dtd/std=0.000032 dtf/mean=0.002653 dtf/max=0.002884 dtf/min=0.002388 dtf/std=0.000137 dtb/mean=0.010919 dtb/max=0.015896 dtb/min=0.006234 dtb/std=0.003791
[2025-12-31 12:11:42,839465][I][examples/diffusion:425:train] step=237 loss=1.041362 dt=0.013803 dtd=0.000373 dtf=0.002801 dtb=0.010629 loss/mean=1.040849 loss/max=1.041592 loss/min=1.040320 loss/std=0.000598 dt/mean=0.013389 dt/max=0.017971 dt/min=0.009012 dt/std=0.003460 dtd/mean=0.000286 dtd/max=0.000373 dtd/min=0.000256 dtd/std=0.000025 dtf/mean=0.002535 dtf/max=0.002801 dtf/min=0.002301 dtf/std=0.000162 dtb/mean=0.010568 dtb/max=0.015001 dtb/min=0.006272 dtb/std=0.003301
[2025-12-31 12:11:42,864400][I][examples/diffusion:425:train] step=238 loss=1.009447 dt=0.016368 dtd=0.000384 dtf=0.002752 dtb=0.013232 loss/mean=1.009431 loss/max=1.009600 loss/min=1.009082 loss/std=0.000000 dt/mean=0.013997 dt/max=0.019287 dt/min=0.009280 dt/std=0.003942 dtd/mean=0.000285 dtd/max=0.000384 dtd/min=0.000253 dtd/std=0.000031 dtf/mean=0.002536 dtf/max=0.002889 dtf/min=0.002288 dtf/std=0.000213 dtb/mean=0.011176 dtb/max=0.016639 dtb/min=0.006579 dtb/std=0.003771
[2025-12-31 12:11:42,888757][I][examples/diffusion:425:train] step=239 loss=1.027903 dt=0.015499 dtd=0.000391 dtf=0.002764 dtb=0.012344 loss/mean=1.028129 loss/max=1.028769 loss/min=1.027559 loss/std=0.000345 dt/mean=0.013419 dt/max=0.018286 dt/min=0.008971 dt/std=0.003597 dtd/mean=0.000286 dtd/max=0.000391 dtd/min=0.000254 dtd/std=0.000031 dtf/mean=0.002520 dtf/max=0.002878 dtf/min=0.002239 dtf/std=0.000201 dtb/mean=0.010613 dtb/max=0.015483 dtb/min=0.006416 dtb/std=0.003416
[2025-12-31 12:11:42,914109][I][examples/diffusion:425:train] step=240 loss=1.015451 dt=0.015844 dtd=0.000374 dtf=0.002795 dtb=0.012674 loss/mean=1.014971 loss/max=1.015451 loss/min=1.014688 loss/std=0.000488 dt/mean=0.014095 dt/max=0.018986 dt/min=0.009269 dt/std=0.003872 dtd/mean=0.000286 dtd/max=0.000374 dtd/min=0.000254 dtd/std=0.000030 dtf/mean=0.002534 dtf/max=0.002945 dtf/min=0.002298 dtf/std=0.000228 dtb/mean=0.011275 dtb/max=0.016366 dtb/min=0.006482 dtb/std=0.003721
[2025-12-31 12:11:42,939601][I][examples/diffusion:425:train] step=241 loss=1.034543 dt=0.015873 dtd=0.000390 dtf=0.002812 dtb=0.012670 loss/mean=1.034997 loss/max=1.035315 loss/min=1.034543 loss/std=0.000000 dt/mean=0.014405 dt/max=0.019782 dt/min=0.009011 dt/std=0.004199 dtd/mean=0.000292 dtd/max=0.000390 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002590 dtf/max=0.002850 dtf/min=0.002373 dtf/std=0.000173 dtb/mean=0.011524 dtb/max=0.016658 dtb/min=0.006272 dtb/std=0.004024
[2025-12-31 12:11:42,964510][I][examples/diffusion:425:train] step=242 loss=1.018547 dt=0.015647 dtd=0.000518 dtf=0.002901 dtb=0.012229 loss/mean=1.018957 loss/max=1.019271 loss/min=1.018547 loss/std=0.000345 dt/mean=0.013904 dt/max=0.018901 dt/min=0.008874 dt/std=0.004107 dtd/mean=0.000297 dtd/max=0.000518 dtd/min=0.000257 dtd/std=0.000048 dtf/mean=0.002568 dtf/max=0.002901 dtf/min=0.002370 dtf/std=0.000152 dtb/mean=0.011039 dtb/max=0.015978 dtb/min=0.006171 dtb/std=0.003961
[2025-12-31 12:11:42,988712][I][examples/diffusion:425:train] step=243 loss=0.960220 dt=0.015567 dtd=0.000495 dtf=0.002827 dtb=0.012245 loss/mean=0.960028 loss/max=0.960374 loss/min=0.959419 loss/std=0.000000 dt/mean=0.013716 dt/max=0.018803 dt/min=0.008642 dt/std=0.003944 dtd/mean=0.000293 dtd/max=0.000495 dtd/min=0.000251 dtd/std=0.000046 dtf/mean=0.002561 dtf/max=0.002847 dtf/min=0.002281 dtf/std=0.000204 dtb/mean=0.010862 dtb/max=0.015839 dtb/min=0.006109 dtb/std=0.003735
[2025-12-31 12:11:43,013499][I][examples/diffusion:425:train] step=244 loss=1.083380 dt=0.015804 dtd=0.000460 dtf=0.002938 dtb=0.012406 loss/mean=1.083472 loss/max=1.083732 loss/min=1.083311 loss/std=0.000488 dt/mean=0.013782 dt/max=0.018834 dt/min=0.009087 dt/std=0.003917 dtd/mean=0.000292 dtd/max=0.000460 dtd/min=0.000262 dtd/std=0.000041 dtf/mean=0.002556 dtf/max=0.002938 dtf/min=0.002341 dtf/std=0.000220 dtb/mean=0.010934 dtb/max=0.015698 dtb/min=0.006432 dtb/std=0.003763
[2025-12-31 12:11:43,039009][I][examples/diffusion:425:train] step=245 loss=1.008027 dt=0.016110 dtd=0.000347 dtf=0.002452 dtb=0.013311 loss/mean=1.007968 loss/max=1.008297 loss/min=1.007724 loss/std=0.000000 dt/mean=0.014132 dt/max=0.019270 dt/min=0.009146 dt/std=0.004086 dtd/mean=0.000287 dtd/max=0.000347 dtd/min=0.000260 dtd/std=0.000025 dtf/mean=0.002620 dtf/max=0.002998 dtf/min=0.002452 dtf/std=0.000209 dtb/mean=0.011225 dtb/max=0.016538 dtb/min=0.006386 dtb/std=0.003962
[2025-12-31 12:11:43,064087][I][examples/diffusion:425:train] step=246 loss=1.028250 dt=0.015301 dtd=0.000427 dtf=0.004391 dtb=0.010483 loss/mean=1.028084 loss/max=1.028309 loss/min=1.027638 loss/std=0.000000 dt/mean=0.013774 dt/max=0.018803 dt/min=0.009176 dt/std=0.003885 dtd/mean=0.000293 dtd/max=0.000427 dtd/min=0.000251 dtd/std=0.000035 dtf/mean=0.002647 dtf/max=0.004391 dtf/min=0.002266 dtf/std=0.000406 dtb/mean=0.010834 dtb/max=0.015833 dtb/min=0.006326 dtb/std=0.003704
[2025-12-31 12:11:43,088567][I][examples/diffusion:425:train] step=247 loss=1.035517 dt=0.015936 dtd=0.000418 dtf=0.002876 dtb=0.012642 loss/mean=1.036147 loss/max=1.036576 loss/min=1.035517 loss/std=0.000345 dt/mean=0.014414 dt/max=0.019929 dt/min=0.009420 dt/std=0.003914 dtd/mean=0.000293 dtd/max=0.000418 dtd/min=0.000251 dtd/std=0.000036 dtf/mean=0.002601 dtf/max=0.002912 dtf/min=0.002235 dtf/std=0.000233 dtb/mean=0.011521 dtb/max=0.016984 dtb/min=0.006487 dtb/std=0.003709
[2025-12-31 12:11:43,114028][I][examples/diffusion:425:train] step=248 loss=1.014540 dt=0.015536 dtd=0.000414 dtf=0.002995 dtb=0.012127 loss/mean=1.014504 loss/max=1.014752 loss/min=1.014197 loss/std=0.000000 dt/mean=0.013478 dt/max=0.018787 dt/min=0.008932 dt/std=0.003988 dtd/mean=0.000290 dtd/max=0.000414 dtd/min=0.000254 dtd/std=0.000035 dtf/mean=0.002558 dtf/max=0.002995 dtf/min=0.002251 dtf/std=0.000268 dtb/mean=0.010630 dtb/max=0.015732 dtb/min=0.006323 dtb/std=0.003712
[2025-12-31 12:11:43,139188][I][examples/diffusion:425:train] step=249 loss=1.028325 dt=0.015733 dtd=0.000476 dtf=0.002809 dtb=0.012449 loss/mean=1.028167 loss/max=1.028503 loss/min=1.027947 loss/std=0.000000 dt/mean=0.014504 dt/max=0.019741 dt/min=0.009483 dt/std=0.004211 dtd/mean=0.000299 dtd/max=0.000476 dtd/min=0.000260 dtd/std=0.000040 dtf/mean=0.002659 dtf/max=0.002809 dtf/min=0.002387 dtf/std=0.000128 dtb/mean=0.011546 dtb/max=0.016636 dtb/min=0.006466 dtb/std=0.004138
[2025-12-31 12:11:43,164976][I][examples/diffusion:425:train] step=250 loss=1.011792 dt=0.015976 dtd=0.000291 dtf=0.002473 dtb=0.013212 loss/mean=1.011855 loss/max=1.012226 loss/min=1.011644 loss/std=0.000000 dt/mean=0.014036 dt/max=0.019563 dt/min=0.009067 dt/std=0.004046 dtd/mean=0.000282 dtd/max=0.000324 dtd/min=0.000250 dtd/std=0.000023 dtf/mean=0.002505 dtf/max=0.002926 dtf/min=0.002238 dtf/std=0.000237 dtb/mean=0.011249 dtb/max=0.016320 dtb/min=0.006403 dtb/std=0.003882
[2025-12-31 12:11:43,190700][I][examples/diffusion:425:train] step=251 loss=1.035970 dt=0.015764 dtd=0.000452 dtf=0.002743 dtb=0.012569 loss/mean=1.036040 loss/max=1.036497 loss/min=1.035473 loss/std=0.000488 dt/mean=0.014510 dt/max=0.019888 dt/min=0.009122 dt/std=0.004195 dtd/mean=0.000293 dtd/max=0.000452 dtd/min=0.000258 dtd/std=0.000039 dtf/mean=0.002572 dtf/max=0.002839 dtf/min=0.002366 dtf/std=0.000171 dtb/mean=0.011646 dtb/max=0.016907 dtb/min=0.006444 dtb/std=0.004013
[2025-12-31 12:11:43,214846][I][examples/diffusion:425:train] step=252 loss=1.035623 dt=0.014553 dtd=0.000381 dtf=0.002841 dtb=0.011332 loss/mean=1.035672 loss/max=1.036352 loss/min=1.035116 loss/std=0.000000 dt/mean=0.013536 dt/max=0.018342 dt/min=0.009246 dt/std=0.003564 dtd/mean=0.000295 dtd/max=0.000381 dtd/min=0.000263 dtd/std=0.000028 dtf/mean=0.002607 dtf/max=0.002924 dtf/min=0.002371 dtf/std=0.000207 dtb/mean=0.010633 dtb/max=0.015143 dtb/min=0.006568 dtb/std=0.003349
[2025-12-31 12:11:43,239715][I][examples/diffusion:425:train] step=253 loss=1.019323 dt=0.014922 dtd=0.000425 dtf=0.002780 dtb=0.011717 loss/mean=1.019161 loss/max=1.019511 loss/min=1.018894 loss/std=0.000000 dt/mean=0.013465 dt/max=0.018407 dt/min=0.009080 dt/std=0.003728 dtd/mean=0.000293 dtd/max=0.000425 dtd/min=0.000255 dtd/std=0.000036 dtf/mean=0.002572 dtf/max=0.002936 dtf/min=0.002254 dtf/std=0.000237 dtb/mean=0.010600 dtb/max=0.015348 dtb/min=0.006373 dtb/std=0.003497
[2025-12-31 12:11:43,263718][I][examples/diffusion:425:train] step=254 loss=1.040398 dt=0.014375 dtd=0.000407 dtf=0.005608 dtb=0.008361 loss/mean=1.040494 loss/max=1.040907 loss/min=1.040115 loss/std=0.000598 dt/mean=0.013856 dt/max=0.018677 dt/min=0.009228 dt/std=0.003571 dtd/mean=0.000291 dtd/max=0.000407 dtd/min=0.000253 dtd/std=0.000034 dtf/mean=0.002684 dtf/max=0.005608 dtf/min=0.002245 dtf/std=0.000652 dtb/mean=0.010880 dtb/max=0.015707 dtb/min=0.006488 dtb/std=0.003385
[2025-12-31 12:11:43,288235][I][examples/diffusion:425:train] step=255 loss=1.023988 dt=0.015371 dtd=0.000462 dtf=0.003005 dtb=0.011903 loss/mean=1.023428 loss/max=1.023988 loss/min=1.022985 loss/std=0.000488 dt/mean=0.013784 dt/max=0.019117 dt/min=0.009112 dt/std=0.003965 dtd/mean=0.000290 dtd/max=0.000462 dtd/min=0.000249 dtd/std=0.000039 dtf/mean=0.002562 dtf/max=0.003005 dtf/min=0.002373 dtf/std=0.000158 dtb/mean=0.010931 dtb/max=0.016188 dtb/min=0.006424 dtb/std=0.003821
[2025-12-31 12:11:43,313801][I][examples/diffusion:425:train] step=256 loss=1.067587 dt=0.015767 dtd=0.000388 dtf=0.002820 dtb=0.012560 loss/mean=1.067846 loss/max=1.068480 loss/min=1.067485 loss/std=0.000488 dt/mean=0.013692 dt/max=0.018514 dt/min=0.008666 dt/std=0.003957 dtd/mean=0.000287 dtd/max=0.000388 dtd/min=0.000258 dtd/std=0.000030 dtf/mean=0.002558 dtf/max=0.002895 dtf/min=0.002357 dtf/std=0.000206 dtb/mean=0.010847 dtb/max=0.015852 dtb/min=0.005971 dtb/std=0.003801
[2025-12-31 12:11:43,337669][I][examples/diffusion:425:train] step=257 loss=1.016358 dt=0.015049 dtd=0.000416 dtf=0.002864 dtb=0.011770 loss/mean=1.015929 loss/max=1.016358 loss/min=1.015544 loss/std=0.000000 dt/mean=0.013928 dt/max=0.018867 dt/min=0.008850 dt/std=0.003921 dtd/mean=0.000289 dtd/max=0.000416 dtd/min=0.000254 dtd/std=0.000034 dtf/mean=0.002563 dtf/max=0.002864 dtf/min=0.002269 dtf/std=0.000195 dtb/mean=0.011076 dtb/max=0.015812 dtb/min=0.006293 dtb/std=0.003734
[2025-12-31 12:11:43,363323][I][examples/diffusion:425:train] step=258 loss=1.035326 dt=0.016374 dtd=0.000351 dtf=0.002755 dtb=0.013268 loss/mean=1.035770 loss/max=1.036465 loss/min=1.035208 loss/std=0.000345 dt/mean=0.014413 dt/max=0.019758 dt/min=0.009242 dt/std=0.004039 dtd/mean=0.000290 dtd/max=0.000351 dtd/min=0.000258 dtd/std=0.000023 dtf/mean=0.002577 dtf/max=0.002806 dtf/min=0.002348 dtf/std=0.000168 dtb/mean=0.011546 dtb/max=0.016818 dtb/min=0.006536 dtb/std=0.003862
[2025-12-31 12:11:43,389151][I][examples/diffusion:425:train] step=259 loss=1.020795 dt=0.016000 dtd=0.000381 dtf=0.002767 dtb=0.012851 loss/mean=1.020440 loss/max=1.020795 loss/min=1.019896 loss/std=0.000345 dt/mean=0.014233 dt/max=0.019682 dt/min=0.009230 dt/std=0.004100 dtd/mean=0.000291 dtd/max=0.000381 dtd/min=0.000258 dtd/std=0.000030 dtf/mean=0.002583 dtf/max=0.002907 dtf/min=0.002278 dtf/std=0.000222 dtb/mean=0.011359 dtb/max=0.016468 dtb/min=0.006501 dtb/std=0.003878
[2025-12-31 12:11:43,412578][I][examples/diffusion:425:train] step=260 loss=1.022642 dt=0.014972 dtd=0.000403 dtf=0.002798 dtb=0.011771 loss/mean=1.022774 loss/max=1.023379 loss/min=1.022429 loss/std=0.000000 dt/mean=0.013675 dt/max=0.018672 dt/min=0.008952 dt/std=0.003894 dtd/mean=0.000286 dtd/max=0.000403 dtd/min=0.000257 dtd/std=0.000035 dtf/mean=0.002602 dtf/max=0.002996 dtf/min=0.002352 dtf/std=0.000228 dtb/mean=0.010786 dtb/max=0.015928 dtb/min=0.006179 dtb/std=0.003739
[2025-12-31 12:11:43,437333][I][examples/diffusion:425:train] step=261 loss=0.976493 dt=0.015810 dtd=0.000398 dtf=0.002828 dtb=0.012583 loss/mean=0.976628 loss/max=0.977230 loss/min=0.976096 loss/std=0.000000 dt/mean=0.013454 dt/max=0.018292 dt/min=0.008844 dt/std=0.003774 dtd/mean=0.000288 dtd/max=0.000398 dtd/min=0.000261 dtd/std=0.000033 dtf/mean=0.002573 dtf/max=0.002927 dtf/min=0.002361 dtf/std=0.000213 dtb/mean=0.010593 dtb/max=0.015240 dtb/min=0.006202 dtb/std=0.003611
[2025-12-31 12:11:43,463072][I][examples/diffusion:425:train] step=262 loss=0.949280 dt=0.015805 dtd=0.000354 dtf=0.002866 dtb=0.012585 loss/mean=0.949705 loss/max=0.950522 loss/min=0.949094 loss/std=0.000000 dt/mean=0.014068 dt/max=0.018752 dt/min=0.009253 dt/std=0.003605 dtd/mean=0.000289 dtd/max=0.000354 dtd/min=0.000262 dtd/std=0.000026 dtf/mean=0.002571 dtf/max=0.002938 dtf/min=0.002367 dtf/std=0.000209 dtb/mean=0.011208 dtb/max=0.015974 dtb/min=0.006445 dtb/std=0.003481
[2025-12-31 12:11:43,486791][I][examples/diffusion:425:train] step=263 loss=1.024892 dt=0.014842 dtd=0.000353 dtf=0.002856 dtb=0.011633 loss/mean=1.024597 loss/max=1.025111 loss/min=1.024181 loss/std=0.000345 dt/mean=0.013651 dt/max=0.019012 dt/min=0.009049 dt/std=0.004012 dtd/mean=0.000281 dtd/max=0.000353 dtd/min=0.000251 dtd/std=0.000025 dtf/mean=0.002489 dtf/max=0.002856 dtf/min=0.002218 dtf/std=0.000204 dtb/mean=0.010881 dtb/max=0.015904 dtb/min=0.006379 dtb/std=0.003876
[2025-12-31 12:11:43,513219][I][examples/diffusion:425:train] step=264 loss=1.005549 dt=0.016822 dtd=0.000388 dtf=0.002903 dtb=0.013531 loss/mean=1.005960 loss/max=1.006515 loss/min=1.005549 loss/std=0.000488 dt/mean=0.014699 dt/max=0.020367 dt/min=0.009271 dt/std=0.004452 dtd/mean=0.000298 dtd/max=0.000388 dtd/min=0.000271 dtd/std=0.000023 dtf/mean=0.002645 dtf/max=0.002903 dtf/min=0.002379 dtf/std=0.000146 dtb/mean=0.011756 dtb/max=0.017406 dtb/min=0.006415 dtb/std=0.004365
[2025-12-31 12:11:43,538112][I][examples/diffusion:425:train] step=265 loss=0.993501 dt=0.015209 dtd=0.000398 dtf=0.002970 dtb=0.011841 loss/mean=0.993489 loss/max=0.993596 loss/min=0.993334 loss/std=0.000244 dt/mean=0.013861 dt/max=0.019133 dt/min=0.009049 dt/std=0.003846 dtd/mean=0.000295 dtd/max=0.000398 dtd/min=0.000264 dtd/std=0.000030 dtf/mean=0.002628 dtf/max=0.002970 dtf/min=0.002364 dtf/std=0.000207 dtb/mean=0.010937 dtb/max=0.015926 dtb/min=0.006295 dtb/std=0.003648
[2025-12-31 12:11:43,563283][I][examples/diffusion:425:train] step=266 loss=0.954251 dt=0.015957 dtd=0.000442 dtf=0.002849 dtb=0.012666 loss/mean=0.954297 loss/max=0.954732 loss/min=0.954018 loss/std=0.000345 dt/mean=0.013907 dt/max=0.018989 dt/min=0.009126 dt/std=0.003977 dtd/mean=0.000286 dtd/max=0.000442 dtd/min=0.000252 dtd/std=0.000038 dtf/mean=0.002497 dtf/max=0.002849 dtf/min=0.002223 dtf/std=0.000200 dtb/mean=0.011124 dtb/max=0.016056 dtb/min=0.006482 dtb/std=0.003825
[2025-12-31 12:11:43,587282][I][examples/diffusion:425:train] step=267 loss=1.060502 dt=0.015150 dtd=0.000442 dtf=0.002815 dtb=0.011892 loss/mean=1.060308 loss/max=1.060685 loss/min=1.060032 loss/std=0.000345 dt/mean=0.013540 dt/max=0.018489 dt/min=0.008908 dt/std=0.003715 dtd/mean=0.000295 dtd/max=0.000442 dtd/min=0.000267 dtd/std=0.000036 dtf/mean=0.002607 dtf/max=0.002904 dtf/min=0.002392 dtf/std=0.000192 dtb/mean=0.010638 dtb/max=0.015541 dtb/min=0.006192 dtb/std=0.003528
[2025-12-31 12:11:43,612977][I][examples/diffusion:425:train] step=268 loss=0.936611 dt=0.016306 dtd=0.000390 dtf=0.002800 dtb=0.013116 loss/mean=0.936474 loss/max=0.936693 loss/min=0.935933 loss/std=0.000000 dt/mean=0.013959 dt/max=0.019137 dt/min=0.009197 dt/std=0.004090 dtd/mean=0.000287 dtd/max=0.000390 dtd/min=0.000259 dtd/std=0.000030 dtf/mean=0.002561 dtf/max=0.002886 dtf/min=0.002359 dtf/std=0.000200 dtb/mean=0.011111 dtb/max=0.016374 dtb/min=0.006501 dtb/std=0.003934
[2025-12-31 12:11:43,638530][I][examples/diffusion:425:train] step=269 loss=1.027333 dt=0.015981 dtd=0.000376 dtf=0.002854 dtb=0.012751 loss/mean=1.027376 loss/max=1.027665 loss/min=1.027103 loss/std=0.000345 dt/mean=0.014182 dt/max=0.019456 dt/min=0.009089 dt/std=0.004167 dtd/mean=0.000291 dtd/max=0.000376 dtd/min=0.000264 dtd/std=0.000029 dtf/mean=0.002602 dtf/max=0.002887 dtf/min=0.002363 dtf/std=0.000204 dtb/mean=0.011289 dtb/max=0.016489 dtb/min=0.006413 dtb/std=0.003962
[2025-12-31 12:11:43,663601][I][examples/diffusion:425:train] step=270 loss=1.028880 dt=0.015605 dtd=0.000437 dtf=0.002858 dtb=0.012310 loss/mean=1.028708 loss/max=1.029175 loss/min=1.028188 loss/std=0.000000 dt/mean=0.013819 dt/max=0.019323 dt/min=0.009042 dt/std=0.004003 dtd/mean=0.000295 dtd/max=0.000437 dtd/min=0.000264 dtd/std=0.000037 dtf/mean=0.002596 dtf/max=0.002890 dtf/min=0.002367 dtf/std=0.000200 dtb/mean=0.010928 dtb/max=0.016381 dtb/min=0.006300 dtb/std=0.003810
[2025-12-31 12:11:43,689435][I][examples/diffusion:425:train] step=271 loss=0.968258 dt=0.016374 dtd=0.000391 dtf=0.002958 dtb=0.013025 loss/mean=0.968321 loss/max=0.968652 loss/min=0.968189 loss/std=0.000244 dt/mean=0.014640 dt/max=0.019855 dt/min=0.009510 dt/std=0.003869 dtd/mean=0.000301 dtd/max=0.000391 dtd/min=0.000262 dtd/std=0.000027 dtf/mean=0.002693 dtf/max=0.002958 dtf/min=0.002369 dtf/std=0.000185 dtb/mean=0.011646 dtb/max=0.016903 dtb/min=0.006507 dtb/std=0.003740
[2025-12-31 12:11:43,712722][I][examples/diffusion:425:train] step=272 loss=1.047127 dt=0.014320 dtd=0.000430 dtf=0.002851 dtb=0.011039 loss/mean=1.047029 loss/max=1.047368 loss/min=1.046678 loss/std=0.000000 dt/mean=0.013109 dt/max=0.017987 dt/min=0.008710 dt/std=0.003719 dtd/mean=0.000291 dtd/max=0.000430 dtd/min=0.000251 dtd/std=0.000036 dtf/mean=0.002554 dtf/max=0.002851 dtf/min=0.002237 dtf/std=0.000208 dtb/mean=0.010263 dtb/max=0.015083 dtb/min=0.005968 dtb/std=0.003513
[2025-12-31 12:11:43,738114][I][examples/diffusion:425:train] step=273 loss=0.991553 dt=0.016259 dtd=0.000445 dtf=0.002761 dtb=0.013053 loss/mean=0.991569 loss/max=0.991822 loss/min=0.991147 loss/std=0.000000 dt/mean=0.014225 dt/max=0.019578 dt/min=0.009000 dt/std=0.004143 dtd/mean=0.000292 dtd/max=0.000445 dtd/min=0.000253 dtd/std=0.000039 dtf/mean=0.002578 dtf/max=0.002848 dtf/min=0.002338 dtf/std=0.000176 dtb/mean=0.011355 dtb/max=0.016397 dtb/min=0.006257 dtb/std=0.003956
[2025-12-31 12:11:43,762788][I][examples/diffusion:425:train] step=274 loss=1.068506 dt=0.015827 dtd=0.000414 dtf=0.002484 dtb=0.012929 loss/mean=1.067789 loss/max=1.068506 loss/min=1.067600 loss/std=0.000000 dt/mean=0.013842 dt/max=0.018924 dt/min=0.009022 dt/std=0.004006 dtd/mean=0.000289 dtd/max=0.000414 dtd/min=0.000252 dtd/std=0.000035 dtf/mean=0.002530 dtf/max=0.002925 dtf/min=0.002354 dtf/std=0.000208 dtb/mean=0.011024 dtb/max=0.016288 dtb/min=0.006220 dtb/std=0.003881
[2025-12-31 12:11:43,789021][I][examples/diffusion:425:train] step=275 loss=0.988203 dt=0.016867 dtd=0.000372 dtf=0.002803 dtb=0.013692 loss/mean=0.989143 loss/max=0.989502 loss/min=0.988203 loss/std=0.000000 dt/mean=0.014598 dt/max=0.019976 dt/min=0.009255 dt/std=0.004221 dtd/mean=0.000283 dtd/max=0.000372 dtd/min=0.000251 dtd/std=0.000027 dtf/mean=0.002599 dtf/max=0.002939 dtf/min=0.002355 dtf/std=0.000194 dtb/mean=0.011716 dtb/max=0.017196 dtb/min=0.006475 dtb/std=0.004086
[2025-12-31 12:11:43,813567][I][examples/diffusion:425:train] step=276 loss=0.990381 dt=0.015349 dtd=0.000376 dtf=0.002805 dtb=0.012167 loss/mean=0.990109 loss/max=0.990381 loss/min=0.989312 loss/std=0.000488 dt/mean=0.013920 dt/max=0.018705 dt/min=0.009093 dt/std=0.003741 dtd/mean=0.000292 dtd/max=0.000376 dtd/min=0.000254 dtd/std=0.000025 dtf/mean=0.002582 dtf/max=0.002805 dtf/min=0.002352 dtf/std=0.000176 dtb/mean=0.011046 dtb/max=0.015736 dtb/min=0.006336 dtb/std=0.003560
[2025-12-31 12:11:43,838565][I][examples/diffusion:425:train] step=277 loss=1.045283 dt=0.015981 dtd=0.000390 dtf=0.002814 dtb=0.012777 loss/mean=1.044974 loss/max=1.045284 loss/min=1.044507 loss/std=0.000345 dt/mean=0.014166 dt/max=0.019327 dt/min=0.009255 dt/std=0.003839 dtd/mean=0.000297 dtd/max=0.000390 dtd/min=0.000265 dtd/std=0.000028 dtf/mean=0.002606 dtf/max=0.002905 dtf/min=0.002355 dtf/std=0.000205 dtb/mean=0.011263 dtb/max=0.016356 dtb/min=0.006551 dtb/std=0.003640
[2025-12-31 12:11:43,864200][I][examples/diffusion:425:train] step=278 loss=1.111007 dt=0.015890 dtd=0.000395 dtf=0.002810 dtb=0.012686 loss/mean=1.110839 loss/max=1.111176 loss/min=1.110461 loss/std=0.000000 dt/mean=0.014119 dt/max=0.019045 dt/min=0.008967 dt/std=0.004138 dtd/mean=0.000292 dtd/max=0.000395 dtd/min=0.000255 dtd/std=0.000031 dtf/mean=0.002572 dtf/max=0.002887 dtf/min=0.002258 dtf/std=0.000227 dtb/mean=0.011255 dtb/max=0.016069 dtb/min=0.006336 dtb/std=0.003913
[2025-12-31 12:11:43,889508][I][examples/diffusion:425:train] step=279 loss=1.049260 dt=0.016067 dtd=0.000320 dtf=0.002798 dtb=0.012949 loss/mean=1.048773 loss/max=1.049260 loss/min=1.048422 loss/std=0.000345 dt/mean=0.014169 dt/max=0.019468 dt/min=0.009199 dt/std=0.004117 dtd/mean=0.000280 dtd/max=0.000321 dtd/min=0.000252 dtd/std=0.000021 dtf/mean=0.002488 dtf/max=0.002824 dtf/min=0.002253 dtf/std=0.000193 dtb/mean=0.011400 dtb/max=0.016408 dtb/min=0.006536 dtb/std=0.003976
[2025-12-31 12:11:43,914446][I][examples/diffusion:425:train] step=280 loss=1.084806 dt=0.016172 dtd=0.000352 dtf=0.002816 dtb=0.013005 loss/mean=1.085212 loss/max=1.085976 loss/min=1.084806 loss/std=0.000345 dt/mean=0.014620 dt/max=0.019859 dt/min=0.009394 dt/std=0.004131 dtd/mean=0.000291 dtd/max=0.000352 dtd/min=0.000253 dtd/std=0.000028 dtf/mean=0.002586 dtf/max=0.002886 dtf/min=0.002248 dtf/std=0.000229 dtb/mean=0.011743 dtb/max=0.016846 dtb/min=0.006510 dtb/std=0.003915
[2025-12-31 12:11:43,941057][I][examples/diffusion:425:train] step=281 loss=1.036474 dt=0.017046 dtd=0.000409 dtf=0.002838 dtb=0.013800 loss/mean=1.036536 loss/max=1.036978 loss/min=1.035724 loss/std=0.000488 dt/mean=0.014282 dt/max=0.019571 dt/min=0.009456 dt/std=0.004038 dtd/mean=0.000291 dtd/max=0.000409 dtd/min=0.000252 dtd/std=0.000033 dtf/mean=0.002592 dtf/max=0.002857 dtf/min=0.002257 dtf/std=0.000204 dtb/mean=0.011399 dtb/max=0.016641 dtb/min=0.006837 dtb/std=0.003954
[2025-12-31 12:11:43,967428][I][examples/diffusion:425:train] step=282 loss=0.962602 dt=0.016291 dtd=0.000354 dtf=0.002805 dtb=0.013131 loss/mean=0.962592 loss/max=0.962972 loss/min=0.962274 loss/std=0.000000 dt/mean=0.014528 dt/max=0.019882 dt/min=0.009265 dt/std=0.004158 dtd/mean=0.000293 dtd/max=0.000354 dtd/min=0.000265 dtd/std=0.000022 dtf/mean=0.002577 dtf/max=0.002822 dtf/min=0.002358 dtf/std=0.000168 dtb/mean=0.011658 dtb/max=0.016918 dtb/min=0.006500 dtb/std=0.003989
[2025-12-31 12:11:43,993358][I][examples/diffusion:425:train] step=283 loss=1.027264 dt=0.016729 dtd=0.000325 dtf=0.002782 dtb=0.013622 loss/mean=1.027307 loss/max=1.027672 loss/min=1.026624 loss/std=0.000345 dt/mean=0.015040 dt/max=0.020479 dt/min=0.009426 dt/std=0.004360 dtd/mean=0.000298 dtd/max=0.000330 dtd/min=0.000265 dtd/std=0.000020 dtf/mean=0.002672 dtf/max=0.002904 dtf/min=0.002350 dtf/std=0.000177 dtb/mean=0.012071 dtb/max=0.017566 dtb/min=0.006413 dtb/std=0.004226
[2025-12-31 12:11:44,019230][I][examples/diffusion:425:train] step=284 loss=1.030724 dt=0.016191 dtd=0.000412 dtf=0.002885 dtb=0.012894 loss/mean=1.031138 loss/max=1.031688 loss/min=1.030659 loss/std=0.000598 dt/mean=0.014063 dt/max=0.019393 dt/min=0.009028 dt/std=0.004117 dtd/mean=0.000293 dtd/max=0.000412 dtd/min=0.000263 dtd/std=0.000031 dtf/mean=0.002601 dtf/max=0.002885 dtf/min=0.002368 dtf/std=0.000171 dtb/mean=0.011169 dtb/max=0.016457 dtb/min=0.006288 dtb/std=0.003952
[2025-12-31 12:11:44,043831][I][examples/diffusion:425:train] step=285 loss=1.026006 dt=0.015413 dtd=0.000390 dtf=0.002840 dtb=0.012182 loss/mean=1.026290 loss/max=1.026666 loss/min=1.026005 loss/std=0.000345 dt/mean=0.013851 dt/max=0.018942 dt/min=0.009164 dt/std=0.003935 dtd/mean=0.000286 dtd/max=0.000390 dtd/min=0.000252 dtd/std=0.000032 dtf/mean=0.002530 dtf/max=0.002908 dtf/min=0.002292 dtf/std=0.000225 dtb/mean=0.011035 dtb/max=0.016291 dtb/min=0.006441 dtb/std=0.003784
[2025-12-31 12:11:44,069944][I][examples/diffusion:425:train] step=286 loss=0.964982 dt=0.016361 dtd=0.000411 dtf=0.002765 dtb=0.013184 loss/mean=0.964646 loss/max=0.964982 loss/min=0.964503 loss/std=0.000000 dt/mean=0.014499 dt/max=0.019852 dt/min=0.009071 dt/std=0.004272 dtd/mean=0.000288 dtd/max=0.000411 dtd/min=0.000253 dtd/std=0.000036 dtf/mean=0.002524 dtf/max=0.002897 dtf/min=0.002248 dtf/std=0.000230 dtb/mean=0.011687 dtb/max=0.017116 dtb/min=0.006431 dtb/std=0.004089
[2025-12-31 12:11:44,093050][I][examples/diffusion:425:train] step=287 loss=0.950508 dt=0.013801 dtd=0.000400 dtf=0.002882 dtb=0.010518 loss/mean=0.950382 loss/max=0.950942 loss/min=0.949952 loss/std=0.000000 dt/mean=0.013068 dt/max=0.017676 dt/min=0.008898 dt/std=0.003423 dtd/mean=0.000289 dtd/max=0.000400 dtd/min=0.000257 dtd/std=0.000030 dtf/mean=0.002575 dtf/max=0.002882 dtf/min=0.002344 dtf/std=0.000183 dtb/mean=0.010204 dtb/max=0.014733 dtb/min=0.006235 dtb/std=0.003249
[2025-12-31 12:11:44,116832][I][examples/diffusion:425:train] step=288 loss=1.018913 dt=0.014872 dtd=0.000400 dtf=0.002907 dtb=0.011564 loss/mean=1.018687 loss/max=1.019020 loss/min=1.018398 loss/std=0.000345 dt/mean=0.013393 dt/max=0.018274 dt/min=0.008730 dt/std=0.003851 dtd/mean=0.000290 dtd/max=0.000400 dtd/min=0.000256 dtd/std=0.000030 dtf/mean=0.002553 dtf/max=0.002907 dtf/min=0.002256 dtf/std=0.000207 dtb/mean=0.010550 dtb/max=0.015200 dtb/min=0.006099 dtb/std=0.003644
[2025-12-31 12:11:44,142490][I][examples/diffusion:425:train] step=289 loss=0.975861 dt=0.015970 dtd=0.000386 dtf=0.004064 dtb=0.011520 loss/mean=0.975782 loss/max=0.976076 loss/min=0.975539 loss/std=0.000000 dt/mean=0.013933 dt/max=0.018958 dt/min=0.009409 dt/std=0.003781 dtd/mean=0.000290 dtd/max=0.000386 dtd/min=0.000260 dtd/std=0.000030 dtf/mean=0.002628 dtf/max=0.004064 dtf/min=0.002352 dtf/std=0.000354 dtb/mean=0.011015 dtb/max=0.016339 dtb/min=0.006609 dtb/std=0.003636
[2025-12-31 12:11:44,166168][I][examples/diffusion:425:train] step=290 loss=1.009056 dt=0.014605 dtd=0.000440 dtf=0.002815 dtb=0.011350 loss/mean=1.009141 loss/max=1.009513 loss/min=1.008793 loss/std=0.000000 dt/mean=0.013897 dt/max=0.018758 dt/min=0.008918 dt/std=0.003597 dtd/mean=0.000299 dtd/max=0.000440 dtd/min=0.000266 dtd/std=0.000036 dtf/mean=0.002712 dtf/max=0.003035 dtf/min=0.002469 dtf/std=0.000188 dtb/mean=0.010887 dtb/max=0.015668 dtb/min=0.006124 dtb/std=0.003416
[2025-12-31 12:11:44,190561][I][examples/diffusion:425:train] step=291 loss=1.011322 dt=0.015216 dtd=0.000378 dtf=0.002514 dtb=0.012325 loss/mean=1.011132 loss/max=1.011322 loss/min=1.010799 loss/std=0.000000 dt/mean=0.013535 dt/max=0.017820 dt/min=0.009125 dt/std=0.003358 dtd/mean=0.000292 dtd/max=0.000378 dtd/min=0.000252 dtd/std=0.000030 dtf/mean=0.002578 dtf/max=0.002930 dtf/min=0.002277 dtf/std=0.000234 dtb/mean=0.010665 dtb/max=0.015105 dtb/min=0.006153 dtb/std=0.003278
[2025-12-31 12:11:44,215182][I][examples/diffusion:425:train] step=292 loss=1.046288 dt=0.015338 dtd=0.000459 dtf=0.002873 dtb=0.012006 loss/mean=1.046363 loss/max=1.046505 loss/min=1.046275 loss/std=0.000000 dt/mean=0.013759 dt/max=0.018875 dt/min=0.009174 dt/std=0.003835 dtd/mean=0.000293 dtd/max=0.000459 dtd/min=0.000257 dtd/std=0.000040 dtf/mean=0.002556 dtf/max=0.002873 dtf/min=0.002250 dtf/std=0.000214 dtb/mean=0.010909 dtb/max=0.015739 dtb/min=0.006512 dtb/std=0.003619
[2025-12-31 12:11:44,240026][I][examples/diffusion:425:train] step=293 loss=1.054513 dt=0.015588 dtd=0.000467 dtf=0.002849 dtb=0.012273 loss/mean=1.054581 loss/max=1.055251 loss/min=1.053986 loss/std=0.000691 dt/mean=0.014053 dt/max=0.019732 dt/min=0.009209 dt/std=0.004131 dtd/mean=0.000294 dtd/max=0.000467 dtd/min=0.000264 dtd/std=0.000040 dtf/mean=0.002575 dtf/max=0.002849 dtf/min=0.002375 dtf/std=0.000172 dtb/mean=0.011184 dtb/max=0.016804 dtb/min=0.006465 dtb/std=0.003961
[2025-12-31 12:11:44,266547][I][examples/diffusion:425:train] step=294 loss=1.016724 dt=0.015838 dtd=0.000375 dtf=0.002830 dtb=0.012634 loss/mean=1.016723 loss/max=1.017064 loss/min=1.016214 loss/std=0.000000 dt/mean=0.014134 dt/max=0.018998 dt/min=0.009278 dt/std=0.003826 dtd/mean=0.000294 dtd/max=0.000375 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002606 dtf/max=0.002921 dtf/min=0.002366 dtf/std=0.000201 dtb/mean=0.011234 dtb/max=0.015915 dtb/min=0.006516 dtb/std=0.003620
[2025-12-31 12:11:44,289587][I][examples/diffusion:425:train] step=295 loss=0.947060 dt=0.014244 dtd=0.001692 dtf=0.002908 dtb=0.009644 loss/mean=0.947217 loss/max=0.947738 loss/min=0.947029 loss/std=0.000000 dt/mean=0.013924 dt/max=0.018740 dt/min=0.009141 dt/std=0.003796 dtd/mean=0.000346 dtd/max=0.001692 dtd/min=0.000260 dtd/std=0.000281 dtf/mean=0.002557 dtf/max=0.002908 dtf/min=0.002285 dtf/std=0.000209 dtb/mean=0.011021 dtb/max=0.015782 dtb/min=0.006399 dtb/std=0.003614
[2025-12-31 12:11:44,314800][I][examples/diffusion:425:train] step=296 loss=0.947891 dt=0.016332 dtd=0.000431 dtf=0.002806 dtb=0.013095 loss/mean=0.947969 loss/max=0.948294 loss/min=0.947688 loss/std=0.000345 dt/mean=0.014048 dt/max=0.019025 dt/min=0.009338 dt/std=0.003878 dtd/mean=0.000289 dtd/max=0.000431 dtd/min=0.000260 dtd/std=0.000035 dtf/mean=0.002568 dtf/max=0.002806 dtf/min=0.002340 dtf/std=0.000158 dtb/mean=0.011190 dtb/max=0.016424 dtb/min=0.006378 dtb/std=0.003798
[2025-12-31 12:11:44,340806][I][examples/diffusion:425:train] step=297 loss=1.009273 dt=0.016325 dtd=0.000416 dtf=0.002768 dtb=0.013140 loss/mean=1.009461 loss/max=1.009911 loss/min=1.009181 loss/std=0.000345 dt/mean=0.014248 dt/max=0.019704 dt/min=0.009119 dt/std=0.004172 dtd/mean=0.000289 dtd/max=0.000416 dtd/min=0.000264 dtd/std=0.000034 dtf/mean=0.002550 dtf/max=0.002916 dtf/min=0.002363 dtf/std=0.000205 dtb/mean=0.011409 dtb/max=0.016551 dtb/min=0.006417 dtb/std=0.004026
[2025-12-31 12:11:44,365599][I][examples/diffusion:425:train] step=298 loss=1.054816 dt=0.016024 dtd=0.000379 dtf=0.002821 dtb=0.012824 loss/mean=1.054794 loss/max=1.055144 loss/min=1.054299 loss/std=0.000000 dt/mean=0.014359 dt/max=0.019715 dt/min=0.009255 dt/std=0.004188 dtd/mean=0.000285 dtd/max=0.000379 dtd/min=0.000265 dtd/std=0.000025 dtf/mean=0.002498 dtf/max=0.002821 dtf/min=0.002343 dtf/std=0.000141 dtb/mean=0.011576 dtb/max=0.016952 dtb/min=0.006540 dtb/std=0.004110
[2025-12-31 12:11:44,390990][I][examples/diffusion:425:train] step=299 loss=0.972369 dt=0.016583 dtd=0.000418 dtf=0.002812 dtb=0.013352 loss/mean=0.972159 loss/max=0.972498 loss/min=0.971778 loss/std=0.000345 dt/mean=0.014432 dt/max=0.019708 dt/min=0.009297 dt/std=0.004077 dtd/mean=0.000299 dtd/max=0.000418 dtd/min=0.000259 dtd/std=0.000029 dtf/mean=0.002671 dtf/max=0.002812 dtf/min=0.002409 dtf/std=0.000128 dtb/mean=0.011462 dtb/max=0.016720 dtb/min=0.006422 dtb/std=0.003995
[2025-12-31 12:11:44,415526][I][examples/diffusion:425:train] step=300 loss=1.018355 dt=0.015519 dtd=0.000441 dtf=0.002920 dtb=0.012158 loss/mean=1.018588 loss/max=1.018852 loss/min=1.018281 loss/std=0.000345 dt/mean=0.013663 dt/max=0.018625 dt/min=0.009475 dt/std=0.003732 dtd/mean=0.000301 dtd/max=0.000441 dtd/min=0.000258 dtd/std=0.000036 dtf/mean=0.002676 dtf/max=0.002955 dtf/min=0.002294 dtf/std=0.000224 dtb/mean=0.010686 dtb/max=0.015343 dtb/min=0.006458 dtb/std=0.003567
[2025-12-31 12:11:44,441341][I][examples/diffusion:425:train] step=301 loss=0.965511 dt=0.016547 dtd=0.000399 dtf=0.002817 dtb=0.013332 loss/mean=0.965010 loss/max=0.965511 loss/min=0.964636 loss/std=0.000244 dt/mean=0.014819 dt/max=0.020239 dt/min=0.009275 dt/std=0.004091 dtd/mean=0.000293 dtd/max=0.000399 dtd/min=0.000261 dtd/std=0.000029 dtf/mean=0.002586 dtf/max=0.002818 dtf/min=0.002356 dtf/std=0.000164 dtb/mean=0.011940 dtb/max=0.017108 dtb/min=0.006472 dtb/std=0.003929
[2025-12-31 12:11:44,464667][I][examples/diffusion:425:train] step=302 loss=1.065535 dt=0.014408 dtd=0.000434 dtf=0.002814 dtb=0.011160 loss/mean=1.065802 loss/max=1.066179 loss/min=1.065523 loss/std=0.000000 dt/mean=0.013279 dt/max=0.017862 dt/min=0.009102 dt/std=0.003577 dtd/mean=0.000295 dtd/max=0.000434 dtd/min=0.000257 dtd/std=0.000037 dtf/mean=0.002576 dtf/max=0.002912 dtf/min=0.002247 dtf/std=0.000231 dtb/mean=0.010408 dtb/max=0.014620 dtb/min=0.006449 dtb/std=0.003351
[2025-12-31 12:11:44,488597][I][examples/diffusion:425:train] step=303 loss=1.010814 dt=0.015512 dtd=0.000343 dtf=0.002529 dtb=0.012639 loss/mean=1.010624 loss/max=1.011020 loss/min=1.009833 loss/std=0.000345 dt/mean=0.013869 dt/max=0.018454 dt/min=0.009348 dt/std=0.003544 dtd/mean=0.000284 dtd/max=0.000343 dtd/min=0.000253 dtd/std=0.000027 dtf/mean=0.002542 dtf/max=0.002945 dtf/min=0.002363 dtf/std=0.000212 dtb/mean=0.011043 dtb/max=0.015530 dtb/min=0.006582 dtb/std=0.003415
[2025-12-31 12:11:44,514500][I][examples/diffusion:425:train] step=304 loss=0.974466 dt=0.016490 dtd=0.000391 dtf=0.002828 dtb=0.013271 loss/mean=0.974692 loss/max=0.975206 loss/min=0.974416 loss/std=0.000000 dt/mean=0.014036 dt/max=0.018938 dt/min=0.008748 dt/std=0.003996 dtd/mean=0.000286 dtd/max=0.000391 dtd/min=0.000257 dtd/std=0.000029 dtf/mean=0.002542 dtf/max=0.002828 dtf/min=0.002246 dtf/std=0.000205 dtb/mean=0.011208 dtb/max=0.016035 dtb/min=0.006185 dtb/std=0.003794
[2025-12-31 12:11:44,539563][I][examples/diffusion:425:train] step=305 loss=1.011845 dt=0.015568 dtd=0.000383 dtf=0.002848 dtb=0.012337 loss/mean=1.012069 loss/max=1.012369 loss/min=1.011425 loss/std=0.000000 dt/mean=0.013886 dt/max=0.019139 dt/min=0.009075 dt/std=0.004162 dtd/mean=0.000290 dtd/max=0.000383 dtd/min=0.000252 dtd/std=0.000030 dtf/mean=0.002669 dtf/max=0.003025 dtf/min=0.002331 dtf/std=0.000239 dtb/mean=0.010927 dtb/max=0.016091 dtb/min=0.006280 dtb/std=0.003924
[2025-12-31 12:11:44,563581][I][examples/diffusion:425:train] step=306 loss=1.080725 dt=0.014986 dtd=0.000415 dtf=0.002857 dtb=0.011713 loss/mean=1.080527 loss/max=1.080942 loss/min=1.080318 loss/std=0.000488 dt/mean=0.013374 dt/max=0.018753 dt/min=0.008750 dt/std=0.003732 dtd/mean=0.000290 dtd/max=0.000415 dtd/min=0.000258 dtd/std=0.000031 dtf/mean=0.002554 dtf/max=0.002857 dtf/min=0.002356 dtf/std=0.000152 dtb/mean=0.010530 dtb/max=0.015835 dtb/min=0.006061 dtb/std=0.003582
[2025-12-31 12:11:44,587897][I][examples/diffusion:425:train] step=307 loss=0.964803 dt=0.015075 dtd=0.000376 dtf=0.002926 dtb=0.011773 loss/mean=0.964644 loss/max=0.964867 loss/min=0.964323 loss/std=0.000244 dt/mean=0.013631 dt/max=0.018696 dt/min=0.009115 dt/std=0.003879 dtd/mean=0.000289 dtd/max=0.000376 dtd/min=0.000256 dtd/std=0.000027 dtf/mean=0.002567 dtf/max=0.002926 dtf/min=0.002348 dtf/std=0.000191 dtb/mean=0.010775 dtb/max=0.015742 dtb/min=0.006454 dtb/std=0.003688
[2025-12-31 12:11:44,613045][I][examples/diffusion:425:train] step=308 loss=1.071737 dt=0.015914 dtd=0.000385 dtf=0.002784 dtb=0.012745 loss/mean=1.071734 loss/max=1.072186 loss/min=1.071223 loss/std=0.000000 dt/mean=0.013937 dt/max=0.019190 dt/min=0.009118 dt/std=0.004023 dtd/mean=0.000293 dtd/max=0.000385 dtd/min=0.000256 dtd/std=0.000029 dtf/mean=0.002595 dtf/max=0.002937 dtf/min=0.002356 dtf/std=0.000214 dtb/mean=0.011049 dtb/max=0.016209 dtb/min=0.006406 dtb/std=0.003809
[2025-12-31 12:11:44,638043][I][examples/diffusion:425:train] step=309 loss=0.982383 dt=0.015869 dtd=0.000356 dtf=0.002526 dtb=0.012986 loss/mean=0.982381 loss/max=0.982730 loss/min=0.981916 loss/std=0.000000 dt/mean=0.013748 dt/max=0.018969 dt/min=0.008808 dt/std=0.004005 dtd/mean=0.000281 dtd/max=0.000356 dtd/min=0.000256 dtd/std=0.000024 dtf/mean=0.002492 dtf/max=0.002798 dtf/min=0.002264 dtf/std=0.000181 dtb/mean=0.010974 dtb/max=0.016064 dtb/min=0.006229 dtb/std=0.003861
[2025-12-31 12:11:44,663489][I][examples/diffusion:425:train] step=310 loss=0.991137 dt=0.016174 dtd=0.000387 dtf=0.002791 dtb=0.012996 loss/mean=0.991226 loss/max=0.991389 loss/min=0.991123 loss/std=0.000000 dt/mean=0.014284 dt/max=0.019694 dt/min=0.008832 dt/std=0.004295 dtd/mean=0.000290 dtd/max=0.000387 dtd/min=0.000258 dtd/std=0.000028 dtf/mean=0.002557 dtf/max=0.002834 dtf/min=0.002253 dtf/std=0.000205 dtb/mean=0.011436 dtb/max=0.016716 dtb/min=0.006224 dtb/std=0.004089
[2025-12-31 12:11:44,688026][I][examples/diffusion:425:train] step=311 loss=1.039377 dt=0.015087 dtd=0.000391 dtf=0.002837 dtb=0.011858 loss/mean=1.039034 loss/max=1.039548 loss/min=1.038650 loss/std=0.000000 dt/mean=0.013399 dt/max=0.018553 dt/min=0.008758 dt/std=0.003828 dtd/mean=0.000291 dtd/max=0.000391 dtd/min=0.000248 dtd/std=0.000032 dtf/mean=0.002577 dtf/max=0.002949 dtf/min=0.002247 dtf/std=0.000245 dtb/mean=0.010530 dtb/max=0.015320 dtb/min=0.006231 dtb/std=0.003587
[2025-12-31 12:11:44,712259][I][examples/diffusion:425:train] step=312 loss=1.015308 dt=0.015045 dtd=0.000405 dtf=0.002842 dtb=0.011798 loss/mean=1.015198 loss/max=1.015824 loss/min=1.014813 loss/std=0.000000 dt/mean=0.013918 dt/max=0.019051 dt/min=0.009067 dt/std=0.004056 dtd/mean=0.000290 dtd/max=0.000405 dtd/min=0.000254 dtd/std=0.000032 dtf/mean=0.002547 dtf/max=0.002842 dtf/min=0.002243 dtf/std=0.000209 dtb/mean=0.011081 dtb/max=0.016109 dtb/min=0.006480 dtb/std=0.003850
[2025-12-31 12:11:44,736056][I][examples/diffusion:425:train] step=313 loss=0.998338 dt=0.015921 dtd=0.000437 dtf=0.002813 dtb=0.012672 loss/mean=0.998119 loss/max=0.998345 loss/min=0.997854 loss/std=0.000423 dt/mean=0.013971 dt/max=0.019272 dt/min=0.009288 dt/std=0.004099 dtd/mean=0.000291 dtd/max=0.000437 dtd/min=0.000264 dtd/std=0.000034 dtf/mean=0.002555 dtf/max=0.002813 dtf/min=0.002339 dtf/std=0.000152 dtb/mean=0.011125 dtb/max=0.016292 dtb/min=0.006581 dtb/std=0.003943
[2025-12-31 12:11:44,762705][I][examples/diffusion:425:train] step=314 loss=1.010851 dt=0.016969 dtd=0.000569 dtf=0.002844 dtb=0.013556 loss/mean=1.011309 loss/max=1.011541 loss/min=1.010851 loss/std=0.000000 dt/mean=0.014101 dt/max=0.019330 dt/min=0.009008 dt/std=0.004056 dtd/mean=0.000293 dtd/max=0.000569 dtd/min=0.000252 dtd/std=0.000062 dtf/mean=0.002518 dtf/max=0.002844 dtf/min=0.002241 dtf/std=0.000238 dtb/mean=0.011290 dtb/max=0.016249 dtb/min=0.006448 dtb/std=0.003798
[2025-12-31 12:11:44,787335][I][examples/diffusion:425:train] step=315 loss=1.033303 dt=0.015353 dtd=0.000334 dtf=0.002495 dtb=0.012524 loss/mean=1.033143 loss/max=1.033444 loss/min=1.032906 loss/std=0.000345 dt/mean=0.013941 dt/max=0.018894 dt/min=0.009309 dt/std=0.003721 dtd/mean=0.000288 dtd/max=0.000334 dtd/min=0.000260 dtd/std=0.000022 dtf/mean=0.002580 dtf/max=0.002805 dtf/min=0.002354 dtf/std=0.000171 dtb/mean=0.011074 dtb/max=0.016134 dtb/min=0.006566 dtb/std=0.003703
[2025-12-31 12:11:44,811804][I][examples/diffusion:425:train] step=316 loss=1.003486 dt=0.014730 dtd=0.000380 dtf=0.002767 dtb=0.011583 loss/mean=1.003109 loss/max=1.003486 loss/min=1.002888 loss/std=0.000000 dt/mean=0.013491 dt/max=0.018383 dt/min=0.009005 dt/std=0.003649 dtd/mean=0.000295 dtd/max=0.000380 dtd/min=0.000265 dtd/std=0.000028 dtf/mean=0.002607 dtf/max=0.002935 dtf/min=0.002367 dtf/std=0.000209 dtb/mean=0.010589 dtb/max=0.015127 dtb/min=0.006332 dtb/std=0.003437
[2025-12-31 12:11:44,836408][I][examples/diffusion:425:train] step=317 loss=1.000020 dt=0.014857 dtd=0.000324 dtf=0.002722 dtb=0.011811 loss/mean=0.999753 loss/max=1.000162 loss/min=0.999331 loss/std=0.000423 dt/mean=0.013996 dt/max=0.019302 dt/min=0.009121 dt/std=0.004115 dtd/mean=0.000285 dtd/max=0.000326 dtd/min=0.000250 dtd/std=0.000026 dtf/mean=0.002568 dtf/max=0.002940 dtf/min=0.002225 dtf/std=0.000228 dtb/mean=0.011143 dtb/max=0.016406 dtb/min=0.006532 dtb/std=0.003886
[2025-12-31 12:11:44,859758][I][examples/diffusion:425:train] step=318 loss=0.976316 dt=0.014313 dtd=0.000346 dtf=0.002728 dtb=0.011239 loss/mean=0.976113 loss/max=0.976467 loss/min=0.975504 loss/std=0.000244 dt/mean=0.013293 dt/max=0.018169 dt/min=0.008862 dt/std=0.003649 dtd/mean=0.000288 dtd/max=0.000346 dtd/min=0.000251 dtd/std=0.000024 dtf/mean=0.002548 dtf/max=0.002834 dtf/min=0.002248 dtf/std=0.000211 dtb/mean=0.010458 dtb/max=0.015049 dtb/min=0.006358 dtb/std=0.003433
[2025-12-31 12:11:44,884845][I][examples/diffusion:425:train] step=319 loss=0.938280 dt=0.015540 dtd=0.000431 dtf=0.003013 dtb=0.012096 loss/mean=0.938237 loss/max=0.938428 loss/min=0.937892 loss/std=0.000000 dt/mean=0.014063 dt/max=0.019004 dt/min=0.009216 dt/std=0.003993 dtd/mean=0.000300 dtd/max=0.000431 dtd/min=0.000262 dtd/std=0.000035 dtf/mean=0.002654 dtf/max=0.003013 dtf/min=0.002388 dtf/std=0.000236 dtb/mean=0.011109 dtb/max=0.015765 dtb/min=0.006506 dtb/std=0.003745
[2025-12-31 12:11:44,909641][I][examples/diffusion:425:train] step=320 loss=1.012755 dt=0.015125 dtd=0.000406 dtf=0.002808 dtb=0.011910 loss/mean=1.012848 loss/max=1.013124 loss/min=1.012476 loss/std=0.000000 dt/mean=0.013558 dt/max=0.018697 dt/min=0.009008 dt/std=0.003988 dtd/mean=0.000294 dtd/max=0.000406 dtd/min=0.000254 dtd/std=0.000034 dtf/mean=0.002672 dtf/max=0.003035 dtf/min=0.002321 dtf/std=0.000241 dtb/mean=0.010592 dtb/max=0.015371 dtb/min=0.006372 dtb/std=0.003746
[2025-12-31 12:11:44,934717][I][examples/diffusion:425:train] step=321 loss=1.014198 dt=0.015661 dtd=0.000335 dtf=0.002487 dtb=0.012838 loss/mean=1.014063 loss/max=1.014198 loss/min=1.013777 loss/std=0.000000 dt/mean=0.014007 dt/max=0.019196 dt/min=0.009054 dt/std=0.004145 dtd/mean=0.000281 dtd/max=0.000335 dtd/min=0.000253 dtd/std=0.000020 dtf/mean=0.002459 dtf/max=0.002750 dtf/min=0.002236 dtf/std=0.000155 dtb/mean=0.011268 dtb/max=0.016132 dtb/min=0.006403 dtb/std=0.004095
[2025-12-31 12:11:44,959122][I][examples/diffusion:425:train] step=322 loss=0.995084 dt=0.015174 dtd=0.000399 dtf=0.002830 dtb=0.011945 loss/mean=0.994940 loss/max=0.995178 loss/min=0.994530 loss/std=0.000000 dt/mean=0.013768 dt/max=0.018867 dt/min=0.009179 dt/std=0.003820 dtd/mean=0.000293 dtd/max=0.000399 dtd/min=0.000264 dtd/std=0.000030 dtf/mean=0.002600 dtf/max=0.002900 dtf/min=0.002371 dtf/std=0.000201 dtb/mean=0.010875 dtb/max=0.015915 dtb/min=0.006419 dtb/std=0.003628
[2025-12-31 12:11:44,984146][I][examples/diffusion:425:train] step=323 loss=1.033582 dt=0.015992 dtd=0.000393 dtf=0.002748 dtb=0.012850 loss/mean=1.033828 loss/max=1.034065 loss/min=1.033582 loss/std=0.000000 dt/mean=0.013931 dt/max=0.019355 dt/min=0.009017 dt/std=0.004140 dtd/mean=0.000289 dtd/max=0.000393 dtd/min=0.000262 dtd/std=0.000026 dtf/mean=0.002549 dtf/max=0.002748 dtf/min=0.002365 dtf/std=0.000142 dtb/mean=0.011093 dtb/max=0.016379 dtb/min=0.006378 dtb/std=0.003990
[2025-12-31 12:11:45,008366][I][examples/diffusion:425:train] step=324 loss=1.027652 dt=0.014845 dtd=0.000404 dtf=0.002755 dtb=0.011686 loss/mean=1.027553 loss/max=1.028157 loss/min=1.027333 loss/std=0.000000 dt/mean=0.013501 dt/max=0.018157 dt/min=0.009172 dt/std=0.003635 dtd/mean=0.000290 dtd/max=0.000404 dtd/min=0.000263 dtd/std=0.000028 dtf/mean=0.002558 dtf/max=0.002758 dtf/min=0.002342 dtf/std=0.000141 dtb/mean=0.010654 dtb/max=0.015180 dtb/min=0.006456 dtb/std=0.003486
[2025-12-31 12:11:45,032277][I][examples/diffusion:425:train] step=325 loss=1.001949 dt=0.015233 dtd=0.000394 dtf=0.002825 dtb=0.012014 loss/mean=1.002630 loss/max=1.002958 loss/min=1.001949 loss/std=0.000000 dt/mean=0.013759 dt/max=0.018727 dt/min=0.009180 dt/std=0.003842 dtd/mean=0.000289 dtd/max=0.000394 dtd/min=0.000252 dtd/std=0.000033 dtf/mean=0.002571 dtf/max=0.002903 dtf/min=0.002280 dtf/std=0.000227 dtb/mean=0.010900 dtb/max=0.015855 dtb/min=0.006498 dtb/std=0.003627
[2025-12-31 12:11:45,058096][I][examples/diffusion:425:train] step=326 loss=1.041708 dt=0.016219 dtd=0.000352 dtf=0.002507 dtb=0.013360 loss/mean=1.041583 loss/max=1.041947 loss/min=1.040970 loss/std=0.000488 dt/mean=0.013751 dt/max=0.018828 dt/min=0.008730 dt/std=0.004069 dtd/mean=0.000285 dtd/max=0.000352 dtd/min=0.000252 dtd/std=0.000028 dtf/mean=0.002501 dtf/max=0.002931 dtf/min=0.002266 dtf/std=0.000230 dtb/mean=0.010966 dtb/max=0.016171 dtb/min=0.006127 dtb/std=0.003931
[2025-12-31 12:11:45,083550][I][examples/diffusion:425:train] step=327 loss=1.024761 dt=0.015139 dtd=0.000462 dtf=0.002825 dtb=0.011851 loss/mean=1.024707 loss/max=1.025166 loss/min=1.024313 loss/std=0.000000 dt/mean=0.013998 dt/max=0.019310 dt/min=0.008824 dt/std=0.004216 dtd/mean=0.000287 dtd/max=0.000462 dtd/min=0.000251 dtd/std=0.000041 dtf/mean=0.002528 dtf/max=0.002825 dtf/min=0.002241 dtf/std=0.000189 dtb/mean=0.011183 dtb/max=0.016335 dtb/min=0.006257 dtb/std=0.004026
[2025-12-31 12:11:45,107791][I][examples/diffusion:425:train] step=328 loss=1.014434 dt=0.015111 dtd=0.000429 dtf=0.002866 dtb=0.011816 loss/mean=1.014477 loss/max=1.014864 loss/min=1.014272 loss/std=0.000000 dt/mean=0.014044 dt/max=0.019212 dt/min=0.009322 dt/std=0.003925 dtd/mean=0.000298 dtd/max=0.000429 dtd/min=0.000263 dtd/std=0.000035 dtf/mean=0.002623 dtf/max=0.002921 dtf/min=0.002352 dtf/std=0.000213 dtb/mean=0.011123 dtb/max=0.016567 dtb/min=0.006301 dtb/std=0.003886
[2025-12-31 12:11:45,133800][I][examples/diffusion:425:train] step=329 loss=1.066402 dt=0.016390 dtd=0.000507 dtf=0.002859 dtb=0.013024 loss/mean=1.066454 loss/max=1.066719 loss/min=1.066293 loss/std=0.000000 dt/mean=0.014740 dt/max=0.020096 dt/min=0.009544 dt/std=0.004243 dtd/mean=0.000302 dtd/max=0.000507 dtd/min=0.000253 dtd/std=0.000048 dtf/mean=0.002659 dtf/max=0.002931 dtf/min=0.002272 dtf/std=0.000203 dtb/mean=0.011779 dtb/max=0.017137 dtb/min=0.006548 dtb/std=0.004109
[2025-12-31 12:11:45,167233][I][examples/diffusion:425:train] step=330 loss=0.962696 dt=0.008472 dtd=0.000299 dtf=0.002292 dtb=0.005881 loss/mean=0.962851 loss/max=0.963199 loss/min=0.962461 loss/std=0.000244 dt/mean=0.021908 dt/max=0.027490 dt/min=0.008472 dt/std=0.004923 dtd/mean=0.000283 dtd/max=0.000320 dtd/min=0.000248 dtd/std=0.000022 dtf/mean=0.002494 dtf/max=0.002801 dtf/min=0.002233 dtf/std=0.000221 dtb/mean=0.019131 dtb/max=0.024413 dtb/min=0.005881 dtb/std=0.004712
[2025-12-31 12:11:45,192347][I][examples/diffusion:425:train] step=331 loss=0.966363 dt=0.016131 dtd=0.000467 dtf=0.002878 dtb=0.012786 loss/mean=0.966288 loss/max=0.966515 loss/min=0.966047 loss/std=0.000000 dt/mean=0.014423 dt/max=0.019965 dt/min=0.009303 dt/std=0.004156 dtd/mean=0.000295 dtd/max=0.000467 dtd/min=0.000253 dtd/std=0.000043 dtf/mean=0.002590 dtf/max=0.002906 dtf/min=0.002275 dtf/std=0.000231 dtb/mean=0.011539 dtb/max=0.016997 dtb/min=0.006529 dtb/std=0.003935
[2025-12-31 12:11:45,218462][I][examples/diffusion:425:train] step=332 loss=1.004839 dt=0.016179 dtd=0.000339 dtf=0.002567 dtb=0.013273 loss/mean=1.004959 loss/max=1.005169 loss/min=1.004779 loss/std=0.000000 dt/mean=0.013913 dt/max=0.019026 dt/min=0.009046 dt/std=0.004094 dtd/mean=0.000285 dtd/max=0.000339 dtd/min=0.000263 dtd/std=0.000022 dtf/mean=0.002505 dtf/max=0.002788 dtf/min=0.002360 dtf/std=0.000157 dtb/mean=0.011123 dtb/max=0.015974 dtb/min=0.006373 dtb/std=0.003987
[2025-12-31 12:11:45,242638][I][examples/diffusion:425:train] step=333 loss=0.965628 dt=0.015587 dtd=0.000519 dtf=0.002808 dtb=0.012260 loss/mean=0.965879 loss/max=0.966438 loss/min=0.965628 loss/std=0.000244 dt/mean=0.014167 dt/max=0.019523 dt/min=0.009134 dt/std=0.004178 dtd/mean=0.000298 dtd/max=0.000519 dtd/min=0.000265 dtd/std=0.000049 dtf/mean=0.002573 dtf/max=0.002808 dtf/min=0.002367 dtf/std=0.000154 dtb/mean=0.011296 dtb/max=0.016891 dtb/min=0.006435 dtb/std=0.004176
[2025-12-31 12:11:45,268038][I][examples/diffusion:425:train] step=334 loss=1.051610 dt=0.015738 dtd=0.000389 dtf=0.002829 dtb=0.012520 loss/mean=1.051879 loss/max=1.052078 loss/min=1.051610 loss/std=0.000345 dt/mean=0.013840 dt/max=0.018974 dt/min=0.009256 dt/std=0.003800 dtd/mean=0.000288 dtd/max=0.000389 dtd/min=0.000256 dtd/std=0.000030 dtf/mean=0.002561 dtf/max=0.002829 dtf/min=0.002289 dtf/std=0.000192 dtb/mean=0.010991 dtb/max=0.016047 dtb/min=0.006573 dtb/std=0.003608
[2025-12-31 12:11:45,292943][I][examples/diffusion:425:train] step=335 loss=0.948004 dt=0.015384 dtd=0.000420 dtf=0.002966 dtb=0.011997 loss/mean=0.947608 loss/max=0.948004 loss/min=0.947346 loss/std=0.000423 dt/mean=0.014180 dt/max=0.019417 dt/min=0.009298 dt/std=0.003707 dtd/mean=0.000289 dtd/max=0.000420 dtd/min=0.000254 dtd/std=0.000032 dtf/mean=0.002658 dtf/max=0.002966 dtf/min=0.002427 dtf/std=0.000164 dtb/mean=0.011234 dtb/max=0.016343 dtb/min=0.006439 dtb/std=0.003551
[2025-12-31 12:11:45,318003][I][examples/diffusion:425:train] step=336 loss=0.977022 dt=0.015717 dtd=0.000379 dtf=0.002831 dtb=0.012507 loss/mean=0.976679 loss/max=0.977090 loss/min=0.975994 loss/std=0.000244 dt/mean=0.013722 dt/max=0.018961 dt/min=0.008761 dt/std=0.004148 dtd/mean=0.000286 dtd/max=0.000379 dtd/min=0.000253 dtd/std=0.000029 dtf/mean=0.002519 dtf/max=0.002831 dtf/min=0.002251 dtf/std=0.000227 dtb/mean=0.010917 dtb/max=0.016059 dtb/min=0.006142 dtb/std=0.003912
[2025-12-31 12:11:45,343506][I][examples/diffusion:425:train] step=337 loss=1.001400 dt=0.015564 dtd=0.000381 dtf=0.002811 dtb=0.012371 loss/mean=1.001451 loss/max=1.001709 loss/min=1.001260 loss/std=0.000000 dt/mean=0.013581 dt/max=0.018608 dt/min=0.008726 dt/std=0.003847 dtd/mean=0.000289 dtd/max=0.000381 dtd/min=0.000255 dtd/std=0.000032 dtf/mean=0.002579 dtf/max=0.002900 dtf/min=0.002289 dtf/std=0.000223 dtb/mean=0.010713 dtb/max=0.015732 dtb/min=0.006085 dtb/std=0.003624
[2025-12-31 12:11:45,367188][I][examples/diffusion:425:train] step=338 loss=0.998398 dt=0.014893 dtd=0.000403 dtf=0.002808 dtb=0.011683 loss/mean=0.998421 loss/max=0.998679 loss/min=0.998256 loss/std=0.000000 dt/mean=0.013450 dt/max=0.018400 dt/min=0.008795 dt/std=0.003750 dtd/mean=0.000283 dtd/max=0.000403 dtd/min=0.000254 dtd/std=0.000033 dtf/mean=0.002499 dtf/max=0.002843 dtf/min=0.002287 dtf/std=0.000200 dtb/mean=0.010668 dtb/max=0.015739 dtb/min=0.006189 dtb/std=0.003612
[2025-12-31 12:11:45,391967][I][examples/diffusion:425:train] step=339 loss=1.061641 dt=0.015519 dtd=0.000397 dtf=0.002799 dtb=0.012323 loss/mean=1.062301 loss/max=1.062668 loss/min=1.061641 loss/std=0.000488 dt/mean=0.013477 dt/max=0.018456 dt/min=0.008537 dt/std=0.003994 dtd/mean=0.000288 dtd/max=0.000397 dtd/min=0.000252 dtd/std=0.000031 dtf/mean=0.002563 dtf/max=0.002834 dtf/min=0.002313 dtf/std=0.000185 dtb/mean=0.010626 dtb/max=0.015469 dtb/min=0.005894 dtb/std=0.003800
[2025-12-31 12:11:45,416112][I][examples/diffusion:425:train] step=340 loss=1.031796 dt=0.014516 dtd=0.000399 dtf=0.002939 dtb=0.011178 loss/mean=1.031775 loss/max=1.032030 loss/min=1.031479 loss/std=0.000000 dt/mean=0.013070 dt/max=0.018177 dt/min=0.008544 dt/std=0.003567 dtd/mean=0.000294 dtd/max=0.000399 dtd/min=0.000262 dtd/std=0.000030 dtf/mean=0.002609 dtf/max=0.002939 dtf/min=0.002348 dtf/std=0.000209 dtb/mean=0.010166 dtb/max=0.015222 dtb/min=0.005899 dtb/std=0.003370
[2025-12-31 12:11:45,440209][I][examples/diffusion:425:train] step=341 loss=1.003971 dt=0.014919 dtd=0.000446 dtf=0.003069 dtb=0.011404 loss/mean=1.004004 loss/max=1.004332 loss/min=1.003856 loss/std=0.000000 dt/mean=0.013696 dt/max=0.018986 dt/min=0.009117 dt/std=0.003874 dtd/mean=0.000297 dtd/max=0.000446 dtd/min=0.000257 dtd/std=0.000035 dtf/mean=0.002646 dtf/max=0.003069 dtf/min=0.002384 dtf/std=0.000153 dtb/mean=0.010753 dtb/max=0.015979 dtb/min=0.006320 dtb/std=0.003795
[2025-12-31 12:11:45,464854][I][examples/diffusion:425:train] step=342 loss=0.991732 dt=0.015869 dtd=0.000353 dtf=0.002765 dtb=0.012751 loss/mean=0.991161 loss/max=0.991732 loss/min=0.990870 loss/std=0.000000 dt/mean=0.014176 dt/max=0.019662 dt/min=0.009168 dt/std=0.004146 dtd/mean=0.000285 dtd/max=0.000353 dtd/min=0.000258 dtd/std=0.000022 dtf/mean=0.002496 dtf/max=0.002765 dtf/min=0.002318 dtf/std=0.000141 dtb/mean=0.011395 dtb/max=0.016980 dtb/min=0.006516 dtb/std=0.004061
[2025-12-31 12:11:45,490268][I][examples/diffusion:425:train] step=343 loss=0.962786 dt=0.016339 dtd=0.000344 dtf=0.002777 dtb=0.013218 loss/mean=0.962913 loss/max=0.963054 loss/min=0.962711 loss/std=0.000000 dt/mean=0.014270 dt/max=0.019655 dt/min=0.009269 dt/std=0.004071 dtd/mean=0.000287 dtd/max=0.000344 dtd/min=0.000257 dtd/std=0.000027 dtf/mean=0.002558 dtf/max=0.002921 dtf/min=0.002361 dtf/std=0.000212 dtb/mean=0.011426 dtb/max=0.016725 dtb/min=0.006544 dtb/std=0.003918
[2025-12-31 12:11:45,514081][I][examples/diffusion:425:train] step=344 loss=1.022914 dt=0.015019 dtd=0.000475 dtf=0.002781 dtb=0.011763 loss/mean=1.023019 loss/max=1.023423 loss/min=1.022776 loss/std=0.000345 dt/mean=0.013190 dt/max=0.018261 dt/min=0.008766 dt/std=0.003791 dtd/mean=0.000295 dtd/max=0.000475 dtd/min=0.000254 dtd/std=0.000044 dtf/mean=0.002570 dtf/max=0.002907 dtf/min=0.002254 dtf/std=0.000229 dtb/mean=0.010325 dtb/max=0.015343 dtb/min=0.006176 dtb/std=0.003564
[2025-12-31 12:11:45,540054][I][examples/diffusion:425:train] step=345 loss=0.991176 dt=0.016346 dtd=0.000371 dtf=0.002841 dtb=0.013134 loss/mean=0.991296 loss/max=0.991625 loss/min=0.990957 loss/std=0.000000 dt/mean=0.014398 dt/max=0.019629 dt/min=0.009099 dt/std=0.004205 dtd/mean=0.000288 dtd/max=0.000371 dtd/min=0.000257 dtd/std=0.000029 dtf/mean=0.002572 dtf/max=0.002918 dtf/min=0.002270 dtf/std=0.000236 dtb/mean=0.011538 dtb/max=0.016730 dtb/min=0.006394 dtb/std=0.003969
[2025-12-31 12:11:45,565272][I][examples/diffusion:425:train] step=346 loss=0.976187 dt=0.015701 dtd=0.000493 dtf=0.002866 dtb=0.012342 loss/mean=0.975816 loss/max=0.976187 loss/min=0.975602 loss/std=0.000345 dt/mean=0.014075 dt/max=0.018914 dt/min=0.009235 dt/std=0.003697 dtd/mean=0.000295 dtd/max=0.000493 dtd/min=0.000258 dtd/std=0.000044 dtf/mean=0.002561 dtf/max=0.002866 dtf/min=0.002373 dtf/std=0.000146 dtb/mean=0.011219 dtb/max=0.015952 dtb/min=0.006525 dtb/std=0.003550
[2025-12-31 12:11:45,589825][I][examples/diffusion:425:train] step=347 loss=0.979933 dt=0.015564 dtd=0.000379 dtf=0.004236 dtb=0.010948 loss/mean=0.980241 loss/max=0.980902 loss/min=0.979900 loss/std=0.000000 dt/mean=0.014183 dt/max=0.019304 dt/min=0.009280 dt/std=0.003741 dtd/mean=0.000293 dtd/max=0.000379 dtd/min=0.000263 dtd/std=0.000027 dtf/mean=0.002691 dtf/max=0.004236 dtf/min=0.002401 dtf/std=0.000366 dtb/mean=0.011199 dtb/max=0.016349 dtb/min=0.006392 dtb/std=0.003576
[2025-12-31 12:11:45,614608][I][examples/diffusion:425:train] step=348 loss=1.010572 dt=0.015810 dtd=0.000377 dtf=0.002798 dtb=0.012634 loss/mean=1.010701 loss/max=1.010891 loss/min=1.010419 loss/std=0.000000 dt/mean=0.014007 dt/max=0.019183 dt/min=0.009140 dt/std=0.004031 dtd/mean=0.000290 dtd/max=0.000377 dtd/min=0.000263 dtd/std=0.000024 dtf/mean=0.002539 dtf/max=0.002798 dtf/min=0.002345 dtf/std=0.000145 dtb/mean=0.011178 dtb/max=0.016149 dtb/min=0.006506 dtb/std=0.003884
[2025-12-31 12:11:45,641253][I][examples/diffusion:425:train] step=349 loss=1.035024 dt=0.017127 dtd=0.000352 dtf=0.002865 dtb=0.013910 loss/mean=1.035287 loss/max=1.035615 loss/min=1.035001 loss/std=0.000345 dt/mean=0.014615 dt/max=0.020145 dt/min=0.009587 dt/std=0.004164 dtd/mean=0.000290 dtd/max=0.000352 dtd/min=0.000257 dtd/std=0.000025 dtf/mean=0.002601 dtf/max=0.002865 dtf/min=0.002291 dtf/std=0.000202 dtb/mean=0.011724 dtb/max=0.017494 dtb/min=0.006511 dtb/std=0.004114
[2025-12-31 12:11:45,666071][I][examples/diffusion:425:train] step=350 loss=0.986349 dt=0.015579 dtd=0.000386 dtf=0.002813 dtb=0.012380 loss/mean=0.986739 loss/max=0.986971 loss/min=0.986349 loss/std=0.000000 dt/mean=0.013984 dt/max=0.019354 dt/min=0.009301 dt/std=0.004096 dtd/mean=0.000283 dtd/max=0.000386 dtd/min=0.000257 dtd/std=0.000028 dtf/mean=0.002562 dtf/max=0.002851 dtf/min=0.002331 dtf/std=0.000169 dtb/mean=0.011140 dtb/max=0.016244 dtb/min=0.006462 dtb/std=0.003977
[2025-12-31 12:11:45,691935][I][examples/diffusion:425:train] step=351 loss=1.057676 dt=0.016339 dtd=0.000455 dtf=0.002810 dtb=0.013074 loss/mean=1.057411 loss/max=1.057687 loss/min=1.057141 loss/std=0.000000 dt/mean=0.014348 dt/max=0.019623 dt/min=0.008818 dt/std=0.004257 dtd/mean=0.000287 dtd/max=0.000455 dtd/min=0.000248 dtd/std=0.000040 dtf/mean=0.002510 dtf/max=0.002810 dtf/min=0.002216 dtf/std=0.000199 dtb/mean=0.011551 dtb/max=0.016647 dtb/min=0.006288 dtb/std=0.004052
[2025-12-31 12:11:45,716737][I][examples/diffusion:425:train] step=352 loss=0.948928 dt=0.015354 dtd=0.000411 dtf=0.002879 dtb=0.012064 loss/mean=0.948815 loss/max=0.949056 loss/min=0.948512 loss/std=0.000000 dt/mean=0.013839 dt/max=0.019242 dt/min=0.008894 dt/std=0.004119 dtd/mean=0.000288 dtd/max=0.000411 dtd/min=0.000256 dtd/std=0.000031 dtf/mean=0.002530 dtf/max=0.002879 dtf/min=0.002281 dtf/std=0.000189 dtb/mean=0.011021 dtb/max=0.016223 dtb/min=0.006326 dtb/std=0.003927
[2025-12-31 12:11:45,740955][I][examples/diffusion:425:train] step=353 loss=0.998522 dt=0.015376 dtd=0.000402 dtf=0.002947 dtb=0.012027 loss/mean=0.998686 loss/max=0.998879 loss/min=0.998522 loss/std=0.000000 dt/mean=0.013669 dt/max=0.018824 dt/min=0.009077 dt/std=0.003978 dtd/mean=0.000288 dtd/max=0.000402 dtd/min=0.000253 dtd/std=0.000031 dtf/mean=0.002556 dtf/max=0.002947 dtf/min=0.002253 dtf/std=0.000215 dtb/mean=0.010824 dtb/max=0.015731 dtb/min=0.006427 dtb/std=0.003761
[2025-12-31 12:11:45,767951][I][examples/diffusion:425:train] step=354 loss=1.035517 dt=0.017480 dtd=0.000414 dtf=0.002860 dtb=0.014206 loss/mean=1.035749 loss/max=1.036203 loss/min=1.035517 loss/std=0.000345 dt/mean=0.014982 dt/max=0.020501 dt/min=0.009179 dt/std=0.004322 dtd/mean=0.000290 dtd/max=0.000414 dtd/min=0.000259 dtd/std=0.000031 dtf/mean=0.002563 dtf/max=0.002860 dtf/min=0.002359 dtf/std=0.000160 dtb/mean=0.012130 dtb/max=0.017489 dtb/min=0.006499 dtb/std=0.004158
[2025-12-31 12:11:45,792783][I][examples/diffusion:425:train] step=355 loss=1.056245 dt=0.015557 dtd=0.000397 dtf=0.002538 dtb=0.012622 loss/mean=1.056544 loss/max=1.056747 loss/min=1.056245 loss/std=0.000488 dt/mean=0.013886 dt/max=0.018586 dt/min=0.009079 dt/std=0.003658 dtd/mean=0.000285 dtd/max=0.000397 dtd/min=0.000253 dtd/std=0.000035 dtf/mean=0.002485 dtf/max=0.002900 dtf/min=0.002230 dtf/std=0.000240 dtb/mean=0.011116 dtb/max=0.016101 dtb/min=0.006395 dtb/std=0.003529
[2025-12-31 12:11:45,816877][I][examples/diffusion:425:train] step=356 loss=1.036434 dt=0.015086 dtd=0.000406 dtf=0.002843 dtb=0.011837 loss/mean=1.036608 loss/max=1.036701 loss/min=1.036401 loss/std=0.000000 dt/mean=0.013912 dt/max=0.018923 dt/min=0.009437 dt/std=0.003696 dtd/mean=0.000299 dtd/max=0.000406 dtd/min=0.000250 dtd/std=0.000029 dtf/mean=0.002649 dtf/max=0.002843 dtf/min=0.002340 dtf/std=0.000152 dtb/mean=0.010964 dtb/max=0.015838 dtb/min=0.006484 dtb/std=0.003603
[2025-12-31 12:11:45,841680][I][examples/diffusion:425:train] step=357 loss=1.015286 dt=0.016292 dtd=0.000422 dtf=0.002840 dtb=0.013030 loss/mean=1.015354 loss/max=1.015611 loss/min=1.014995 loss/std=0.000000 dt/mean=0.013925 dt/max=0.018935 dt/min=0.009224 dt/std=0.003949 dtd/mean=0.000287 dtd/max=0.000422 dtd/min=0.000262 dtd/std=0.000033 dtf/mean=0.002533 dtf/max=0.002840 dtf/min=0.002359 dtf/std=0.000169 dtb/mean=0.011105 dtb/max=0.016116 dtb/min=0.006505 dtb/std=0.003834
[2025-12-31 12:11:45,867530][I][examples/diffusion:425:train] step=358 loss=1.062791 dt=0.016239 dtd=0.000518 dtf=0.002830 dtb=0.012891 loss/mean=1.062754 loss/max=1.063083 loss/min=1.062376 loss/std=0.000000 dt/mean=0.014081 dt/max=0.019301 dt/min=0.009110 dt/std=0.003981 dtd/mean=0.000290 dtd/max=0.000518 dtd/min=0.000257 dtd/std=0.000051 dtf/mean=0.002525 dtf/max=0.002830 dtf/min=0.002269 dtf/std=0.000183 dtb/mean=0.011265 dtb/max=0.016441 dtb/min=0.006463 dtb/std=0.003799
[2025-12-31 12:11:45,891966][I][examples/diffusion:425:train] step=359 loss=0.988542 dt=0.015418 dtd=0.000330 dtf=0.002914 dtb=0.012174 loss/mean=0.988585 loss/max=0.988965 loss/min=0.988344 loss/std=0.000345 dt/mean=0.014050 dt/max=0.019272 dt/min=0.009162 dt/std=0.004086 dtd/mean=0.000288 dtd/max=0.000330 dtd/min=0.000261 dtd/std=0.000021 dtf/mean=0.002585 dtf/max=0.002914 dtf/min=0.002355 dtf/std=0.000183 dtb/mean=0.011177 dtb/max=0.016293 dtb/min=0.006351 dtb/std=0.003912
[2025-12-31 12:11:45,918103][I][examples/diffusion:425:train] step=360 loss=1.028874 dt=0.016649 dtd=0.000374 dtf=0.002853 dtb=0.013422 loss/mean=1.028897 loss/max=1.029026 loss/min=1.028678 loss/std=0.000000 dt/mean=0.014479 dt/max=0.019962 dt/min=0.009222 dt/std=0.004300 dtd/mean=0.000292 dtd/max=0.000374 dtd/min=0.000264 dtd/std=0.000025 dtf/mean=0.002598 dtf/max=0.002853 dtf/min=0.002383 dtf/std=0.000161 dtb/mean=0.011589 dtb/max=0.016838 dtb/min=0.006510 dtb/std=0.004141
[2025-12-31 12:11:45,942540][I][examples/diffusion:425:train] step=361 loss=1.060527 dt=0.015487 dtd=0.000368 dtf=0.002851 dtb=0.012269 loss/mean=1.060427 loss/max=1.060748 loss/min=1.060093 loss/std=0.000345 dt/mean=0.013818 dt/max=0.018818 dt/min=0.009115 dt/std=0.003659 dtd/mean=0.000283 dtd/max=0.000368 dtd/min=0.000254 dtd/std=0.000030 dtf/mean=0.002531 dtf/max=0.002924 dtf/min=0.002221 dtf/std=0.000234 dtb/mean=0.011004 dtb/max=0.016185 dtb/min=0.006440 dtb/std=0.003482
[2025-12-31 12:11:45,966840][I][examples/diffusion:425:train] step=362 loss=0.987926 dt=0.015175 dtd=0.000446 dtf=0.002818 dtb=0.011911 loss/mean=0.987913 loss/max=0.988160 loss/min=0.987576 loss/std=0.000244 dt/mean=0.013500 dt/max=0.018729 dt/min=0.008801 dt/std=0.004057 dtd/mean=0.000294 dtd/max=0.000446 dtd/min=0.000255 dtd/std=0.000040 dtf/mean=0.002569 dtf/max=0.002900 dtf/min=0.002272 dtf/std=0.000221 dtb/mean=0.010637 dtb/max=0.015731 dtb/min=0.006175 dtb/std=0.003831
[2025-12-31 12:11:45,991771][I][examples/diffusion:425:train] step=363 loss=1.013109 dt=0.015995 dtd=0.000399 dtf=0.002806 dtb=0.012790 loss/mean=1.013412 loss/max=1.013871 loss/min=1.013109 loss/std=0.000345 dt/mean=0.013874 dt/max=0.019228 dt/min=0.008749 dt/std=0.004205 dtd/mean=0.000288 dtd/max=0.000399 dtd/min=0.000261 dtd/std=0.000029 dtf/mean=0.002547 dtf/max=0.002816 dtf/min=0.002361 dtf/std=0.000161 dtb/mean=0.011039 dtb/max=0.016578 dtb/min=0.006107 dtb/std=0.004114
[2025-12-31 12:11:46,016942][I][examples/diffusion:425:train] step=364 loss=1.006034 dt=0.015877 dtd=0.000374 dtf=0.002814 dtb=0.012688 loss/mean=1.005811 loss/max=1.006087 loss/min=1.005377 loss/std=0.000345 dt/mean=0.013794 dt/max=0.018872 dt/min=0.009100 dt/std=0.003907 dtd/mean=0.000294 dtd/max=0.000374 dtd/min=0.000258 dtd/std=0.000028 dtf/mean=0.002610 dtf/max=0.002909 dtf/min=0.002366 dtf/std=0.000204 dtb/mean=0.010890 dtb/max=0.015930 dtb/min=0.006428 dtb/std=0.003705
[2025-12-31 12:11:46,040760][I][examples/diffusion:425:train] step=365 loss=1.092031 dt=0.015044 dtd=0.000354 dtf=0.002782 dtb=0.011907 loss/mean=1.092529 loss/max=1.092990 loss/min=1.092031 loss/std=0.000000 dt/mean=0.013738 dt/max=0.018969 dt/min=0.008839 dt/std=0.003808 dtd/mean=0.000292 dtd/max=0.000354 dtd/min=0.000257 dtd/std=0.000024 dtf/mean=0.002706 dtf/max=0.002915 dtf/min=0.002357 dtf/std=0.000190 dtb/mean=0.010740 dtb/max=0.015953 dtb/min=0.006163 dtb/std=0.003683
[2025-12-31 12:11:46,065675][I][examples/diffusion:425:train] step=366 loss=1.040065 dt=0.016007 dtd=0.000441 dtf=0.002962 dtb=0.012604 loss/mean=1.039850 loss/max=1.040132 loss/min=1.039394 loss/std=0.000345 dt/mean=0.013909 dt/max=0.019150 dt/min=0.009138 dt/std=0.004062 dtd/mean=0.000292 dtd/max=0.000441 dtd/min=0.000263 dtd/std=0.000035 dtf/mean=0.002571 dtf/max=0.002962 dtf/min=0.002367 dtf/std=0.000162 dtb/mean=0.011046 dtb/max=0.016152 dtb/min=0.006453 dtb/std=0.003906
[2025-12-31 12:11:46,092613][I][examples/diffusion:425:train] step=367 loss=1.008856 dt=0.017056 dtd=0.000389 dtf=0.002508 dtb=0.014159 loss/mean=1.008865 loss/max=1.009314 loss/min=1.008510 loss/std=0.000345 dt/mean=0.014455 dt/max=0.019904 dt/min=0.009191 dt/std=0.004229 dtd/mean=0.000283 dtd/max=0.000389 dtd/min=0.000250 dtd/std=0.000032 dtf/mean=0.002476 dtf/max=0.002853 dtf/min=0.002249 dtf/std=0.000197 dtb/mean=0.011696 dtb/max=0.017240 dtb/min=0.006505 dtb/std=0.004088
[2025-12-31 12:11:46,116704][I][examples/diffusion:425:train] step=368 loss=0.997986 dt=0.015440 dtd=0.000400 dtf=0.002892 dtb=0.012147 loss/mean=0.998074 loss/max=0.998270 loss/min=0.997759 loss/std=0.000000 dt/mean=0.014165 dt/max=0.019399 dt/min=0.009210 dt/std=0.004104 dtd/mean=0.000293 dtd/max=0.000400 dtd/min=0.000266 dtd/std=0.000029 dtf/mean=0.002582 dtf/max=0.002892 dtf/min=0.002363 dtf/std=0.000177 dtb/mean=0.011290 dtb/max=0.016298 dtb/min=0.006370 dtb/std=0.003934
[2025-12-31 12:11:46,142155][I][examples/diffusion:425:train] step=369 loss=1.040624 dt=0.015856 dtd=0.000394 dtf=0.002828 dtb=0.012634 loss/mean=1.040723 loss/max=1.041560 loss/min=1.040452 loss/std=0.000345 dt/mean=0.013870 dt/max=0.018740 dt/min=0.009104 dt/std=0.003868 dtd/mean=0.000288 dtd/max=0.000394 dtd/min=0.000256 dtd/std=0.000028 dtf/mean=0.002543 dtf/max=0.002828 dtf/min=0.002371 dtf/std=0.000147 dtb/mean=0.011039 dtb/max=0.015773 dtb/min=0.006395 dtb/std=0.003715
[2025-12-31 12:11:46,168000][I][examples/diffusion:425:train] step=370 loss=1.017734 dt=0.016626 dtd=0.000352 dtf=0.002852 dtb=0.013422 loss/mean=1.017740 loss/max=1.018178 loss/min=1.017461 loss/std=0.000000 dt/mean=0.014700 dt/max=0.020645 dt/min=0.009163 dt/std=0.004639 dtd/mean=0.000289 dtd/max=0.000352 dtd/min=0.000259 dtd/std=0.000023 dtf/mean=0.002576 dtf/max=0.002852 dtf/min=0.002380 dtf/std=0.000175 dtb/mean=0.011835 dtb/max=0.017664 dtb/min=0.006472 dtb/std=0.004462
[2025-12-31 12:11:46,192558][I][examples/diffusion:425:train] step=371 loss=1.007037 dt=0.015786 dtd=0.000380 dtf=0.002859 dtb=0.012547 loss/mean=1.007025 loss/max=1.007293 loss/min=1.006672 loss/std=0.000000 dt/mean=0.013883 dt/max=0.018846 dt/min=0.009386 dt/std=0.003806 dtd/mean=0.000285 dtd/max=0.000380 dtd/min=0.000264 dtd/std=0.000027 dtf/mean=0.002551 dtf/max=0.002859 dtf/min=0.002346 dtf/std=0.000171 dtb/mean=0.011047 dtb/max=0.015879 dtb/min=0.006539 dtb/std=0.003729
[2025-12-31 12:11:46,217907][I][examples/diffusion:425:train] step=372 loss=0.996259 dt=0.016089 dtd=0.000479 dtf=0.002835 dtb=0.012775 loss/mean=0.996085 loss/max=0.996356 loss/min=0.995503 loss/std=0.000345 dt/mean=0.014069 dt/max=0.019126 dt/min=0.009183 dt/std=0.003968 dtd/mean=0.000295 dtd/max=0.000479 dtd/min=0.000261 dtd/std=0.000044 dtf/mean=0.002618 dtf/max=0.002905 dtf/min=0.002370 dtf/std=0.000190 dtb/mean=0.011156 dtb/max=0.016142 dtb/min=0.006481 dtb/std=0.003785
[2025-12-31 12:11:46,243151][I][examples/diffusion:425:train] step=373 loss=0.997173 dt=0.016217 dtd=0.000418 dtf=0.002584 dtb=0.013215 loss/mean=0.997401 loss/max=0.997742 loss/min=0.997173 loss/std=0.000000 dt/mean=0.013943 dt/max=0.019563 dt/min=0.008731 dt/std=0.004369 dtd/mean=0.000282 dtd/max=0.000418 dtd/min=0.000252 dtd/std=0.000036 dtf/mean=0.002449 dtf/max=0.002829 dtf/min=0.002237 dtf/std=0.000211 dtb/mean=0.011211 dtb/max=0.016917 dtb/min=0.006199 dtb/std=0.004203
[2025-12-31 12:11:46,266996][I][examples/diffusion:425:train] step=374 loss=0.970775 dt=0.014740 dtd=0.000473 dtf=0.002844 dtb=0.011423 loss/mean=0.970535 loss/max=0.970775 loss/min=0.970128 loss/std=0.000000 dt/mean=0.013365 dt/max=0.018486 dt/min=0.008917 dt/std=0.003756 dtd/mean=0.000291 dtd/max=0.000473 dtd/min=0.000255 dtd/std=0.000044 dtf/mean=0.002554 dtf/max=0.002844 dtf/min=0.002275 dtf/std=0.000201 dtb/mean=0.010520 dtb/max=0.015320 dtb/min=0.006325 dtb/std=0.003551
[2025-12-31 12:11:46,292615][I][examples/diffusion:425:train] step=375 loss=1.088677 dt=0.016097 dtd=0.000386 dtf=0.002799 dtb=0.012912 loss/mean=1.089158 loss/max=1.089535 loss/min=1.088677 loss/std=0.000345 dt/mean=0.014154 dt/max=0.019440 dt/min=0.009298 dt/std=0.003992 dtd/mean=0.000293 dtd/max=0.000386 dtd/min=0.000261 dtd/std=0.000028 dtf/mean=0.002621 dtf/max=0.002917 dtf/min=0.002373 dtf/std=0.000189 dtb/mean=0.011240 dtb/max=0.016246 dtb/min=0.006401 dtb/std=0.003808
[2025-12-31 12:11:46,317446][I][examples/diffusion:425:train] step=376 loss=0.953273 dt=0.015487 dtd=0.000450 dtf=0.002893 dtb=0.012144 loss/mean=0.953298 loss/max=0.953518 loss/min=0.952954 loss/std=0.000000 dt/mean=0.013919 dt/max=0.018857 dt/min=0.009088 dt/std=0.003957 dtd/mean=0.000291 dtd/max=0.000450 dtd/min=0.000258 dtd/std=0.000037 dtf/mean=0.002572 dtf/max=0.002893 dtf/min=0.002334 dtf/std=0.000145 dtb/mean=0.011055 dtb/max=0.015869 dtb/min=0.006214 dtb/std=0.003825
[2025-12-31 12:11:46,342104][I][examples/diffusion:425:train] step=377 loss=0.932535 dt=0.015624 dtd=0.000359 dtf=0.002773 dtb=0.012493 loss/mean=0.932400 loss/max=0.932535 loss/min=0.932178 loss/std=0.000000 dt/mean=0.014361 dt/max=0.019230 dt/min=0.009228 dt/std=0.003695 dtd/mean=0.000291 dtd/max=0.000359 dtd/min=0.000263 dtd/std=0.000024 dtf/mean=0.002596 dtf/max=0.002789 dtf/min=0.002367 dtf/std=0.000163 dtb/mean=0.011474 dtb/max=0.016578 dtb/min=0.006235 dtb/std=0.003690
[2025-12-31 12:11:46,366760][I][examples/diffusion:425:train] step=378 loss=1.027665 dt=0.015316 dtd=0.000375 dtf=0.002765 dtb=0.012177 loss/mean=1.027669 loss/max=1.027968 loss/min=1.027420 loss/std=0.000000 dt/mean=0.013478 dt/max=0.018590 dt/min=0.009117 dt/std=0.003739 dtd/mean=0.000289 dtd/max=0.000375 dtd/min=0.000260 dtd/std=0.000024 dtf/mean=0.002550 dtf/max=0.002765 dtf/min=0.002357 dtf/std=0.000147 dtb/mean=0.010640 dtb/max=0.015635 dtb/min=0.006410 dtb/std=0.003587
[2025-12-31 12:11:46,392761][I][examples/diffusion:425:train] step=379 loss=1.048994 dt=0.016584 dtd=0.000391 dtf=0.002828 dtb=0.013365 loss/mean=1.049240 loss/max=1.049496 loss/min=1.048951 loss/std=0.000345 dt/mean=0.014528 dt/max=0.019793 dt/min=0.008902 dt/std=0.004352 dtd/mean=0.000297 dtd/max=0.000391 dtd/min=0.000264 dtd/std=0.000025 dtf/mean=0.002648 dtf/max=0.002828 dtf/min=0.002386 dtf/std=0.000145 dtb/mean=0.011583 dtb/max=0.016853 dtb/min=0.006230 dtb/std=0.004254
[2025-12-31 12:11:46,418652][I][examples/diffusion:425:train] step=380 loss=0.943436 dt=0.016457 dtd=0.000478 dtf=0.002831 dtb=0.013149 loss/mean=0.943623 loss/max=0.943872 loss/min=0.943374 loss/std=0.000000 dt/mean=0.014753 dt/max=0.019903 dt/min=0.009475 dt/std=0.004146 dtd/mean=0.000295 dtd/max=0.000478 dtd/min=0.000254 dtd/std=0.000043 dtf/mean=0.002686 dtf/max=0.002918 dtf/min=0.002427 dtf/std=0.000169 dtb/mean=0.011772 dtb/max=0.016852 dtb/min=0.006537 dtb/std=0.003974
[2025-12-31 12:11:46,442829][I][examples/diffusion:425:train] step=381 loss=1.079270 dt=0.015339 dtd=0.000463 dtf=0.002863 dtb=0.012013 loss/mean=1.079401 loss/max=1.079727 loss/min=1.079195 loss/std=0.000000 dt/mean=0.013752 dt/max=0.018901 dt/min=0.009040 dt/std=0.003581 dtd/mean=0.000295 dtd/max=0.000463 dtd/min=0.000262 dtd/std=0.000040 dtf/mean=0.002605 dtf/max=0.002863 dtf/min=0.002368 dtf/std=0.000164 dtb/mean=0.010852 dtb/max=0.015878 dtb/min=0.006208 dtb/std=0.003423
[2025-12-31 12:11:46,467887][I][examples/diffusion:425:train] step=382 loss=0.995252 dt=0.015453 dtd=0.000393 dtf=0.002975 dtb=0.012085 loss/mean=0.995394 loss/max=0.995607 loss/min=0.995044 loss/std=0.000000 dt/mean=0.013823 dt/max=0.019037 dt/min=0.009284 dt/std=0.003711 dtd/mean=0.000298 dtd/max=0.000393 dtd/min=0.000251 dtd/std=0.000031 dtf/mean=0.002683 dtf/max=0.002975 dtf/min=0.002288 dtf/std=0.000217 dtb/mean=0.010843 dtb/max=0.015896 dtb/min=0.006224 dtb/std=0.003548
[2025-12-31 12:11:46,492701][I][examples/diffusion:425:train] step=383 loss=0.969743 dt=0.015593 dtd=0.000437 dtf=0.002907 dtb=0.012249 loss/mean=0.969467 loss/max=0.969743 loss/min=0.969162 loss/std=0.000000 dt/mean=0.013847 dt/max=0.019166 dt/min=0.009206 dt/std=0.004066 dtd/mean=0.000293 dtd/max=0.000437 dtd/min=0.000263 dtd/std=0.000035 dtf/mean=0.002584 dtf/max=0.002907 dtf/min=0.002390 dtf/std=0.000177 dtb/mean=0.010971 dtb/max=0.016236 dtb/min=0.006529 dtb/std=0.003887
[2025-12-31 12:11:46,517261][I][examples/diffusion:425:train] step=384 loss=0.980957 dt=0.015616 dtd=0.000377 dtf=0.002857 dtb=0.012381 loss/mean=0.980786 loss/max=0.980957 loss/min=0.980517 loss/std=0.000000 dt/mean=0.013427 dt/max=0.018588 dt/min=0.008849 dt/std=0.003821 dtd/mean=0.000285 dtd/max=0.000377 dtd/min=0.000253 dtd/std=0.000031 dtf/mean=0.002525 dtf/max=0.002903 dtf/min=0.002264 dtf/std=0.000238 dtb/mean=0.010617 dtb/max=0.015933 dtb/min=0.006298 dtb/std=0.003650
[2025-12-31 12:11:46,542592][I][examples/diffusion:425:train] step=385 loss=0.998633 dt=0.015898 dtd=0.000374 dtf=0.002839 dtb=0.012685 loss/mean=0.998647 loss/max=0.998837 loss/min=0.998439 loss/std=0.000244 dt/mean=0.014119 dt/max=0.019463 dt/min=0.009242 dt/std=0.004223 dtd/mean=0.000283 dtd/max=0.000374 dtd/min=0.000263 dtd/std=0.000024 dtf/mean=0.002493 dtf/max=0.002839 dtf/min=0.002329 dtf/std=0.000141 dtb/mean=0.011342 dtb/max=0.016776 dtb/min=0.006525 dtb/std=0.004143
[2025-12-31 12:11:46,567227][I][examples/diffusion:425:train] step=386 loss=1.032602 dt=0.015293 dtd=0.000409 dtf=0.002811 dtb=0.012072 loss/mean=1.032713 loss/max=1.032877 loss/min=1.032514 loss/std=0.000000 dt/mean=0.013942 dt/max=0.019336 dt/min=0.009296 dt/std=0.003957 dtd/mean=0.000295 dtd/max=0.000409 dtd/min=0.000266 dtd/std=0.000032 dtf/mean=0.002601 dtf/max=0.002929 dtf/min=0.002357 dtf/std=0.000204 dtb/mean=0.011047 dtb/max=0.016130 dtb/min=0.006586 dtb/std=0.003752
[2025-12-31 12:11:46,593955][I][examples/diffusion:425:train] step=387 loss=0.968102 dt=0.016560 dtd=0.000385 dtf=0.002762 dtb=0.013413 loss/mean=0.967839 loss/max=0.968102 loss/min=0.967676 loss/std=0.000000 dt/mean=0.014719 dt/max=0.020052 dt/min=0.009444 dt/std=0.004139 dtd/mean=0.000302 dtd/max=0.000385 dtd/min=0.000263 dtd/std=0.000024 dtf/mean=0.002735 dtf/max=0.002907 dtf/min=0.002597 dtf/std=0.000086 dtb/mean=0.011683 dtb/max=0.016930 dtb/min=0.006458 dtb/std=0.004098
[2025-12-31 12:11:46,618574][I][examples/diffusion:425:train] step=388 loss=0.960463 dt=0.014977 dtd=0.000399 dtf=0.002793 dtb=0.011784 loss/mean=0.960393 loss/max=0.960684 loss/min=0.960053 loss/std=0.000000 dt/mean=0.014229 dt/max=0.019007 dt/min=0.009333 dt/std=0.003870 dtd/mean=0.000294 dtd/max=0.000399 dtd/min=0.000254 dtd/std=0.000033 dtf/mean=0.002590 dtf/max=0.002937 dtf/min=0.002262 dtf/std=0.000216 dtb/mean=0.011345 dtb/max=0.015990 dtb/min=0.006488 dtb/std=0.003667
[2025-12-31 12:11:46,642906][I][examples/diffusion:425:train] step=389 loss=1.002844 dt=0.015304 dtd=0.000388 dtf=0.002823 dtb=0.012093 loss/mean=1.003212 loss/max=1.003440 loss/min=1.002844 loss/std=0.000000 dt/mean=0.013611 dt/max=0.018471 dt/min=0.009269 dt/std=0.003753 dtd/mean=0.000287 dtd/max=0.000388 dtd/min=0.000259 dtd/std=0.000031 dtf/mean=0.002546 dtf/max=0.002916 dtf/min=0.002367 dtf/std=0.000211 dtb/mean=0.010777 dtb/max=0.015809 dtb/min=0.006526 dtb/std=0.003617
[2025-12-31 12:11:46,668604][I][examples/diffusion:425:train] step=390 loss=1.016780 dt=0.015682 dtd=0.000380 dtf=0.002827 dtb=0.012475 loss/mean=1.016672 loss/max=1.016851 loss/min=1.016389 loss/std=0.000000 dt/mean=0.014075 dt/max=0.019136 dt/min=0.008964 dt/std=0.004016 dtd/mean=0.000289 dtd/max=0.000380 dtd/min=0.000255 dtd/std=0.000031 dtf/mean=0.002575 dtf/max=0.002886 dtf/min=0.002262 dtf/std=0.000229 dtb/mean=0.011210 dtb/max=0.016045 dtb/min=0.006220 dtb/std=0.003791
[2025-12-31 12:11:46,692670][I][examples/diffusion:425:train] step=391 loss=0.993702 dt=0.015104 dtd=0.000335 dtf=0.002527 dtb=0.012242 loss/mean=0.993600 loss/max=0.994040 loss/min=0.993238 loss/std=0.000244 dt/mean=0.013836 dt/max=0.018968 dt/min=0.009232 dt/std=0.003872 dtd/mean=0.000282 dtd/max=0.000335 dtd/min=0.000251 dtd/std=0.000022 dtf/mean=0.002465 dtf/max=0.002780 dtf/min=0.002277 dtf/std=0.000153 dtb/mean=0.011089 dtb/max=0.016343 dtb/min=0.006483 dtb/std=0.003776
[2025-12-31 12:11:46,717947][I][examples/diffusion:425:train] step=392 loss=1.014461 dt=0.015498 dtd=0.000404 dtf=0.002859 dtb=0.012235 loss/mean=1.014243 loss/max=1.014475 loss/min=1.013850 loss/std=0.000345 dt/mean=0.013926 dt/max=0.019106 dt/min=0.009324 dt/std=0.003825 dtd/mean=0.000290 dtd/max=0.000404 dtd/min=0.000255 dtd/std=0.000033 dtf/mean=0.002548 dtf/max=0.002859 dtf/min=0.002254 dtf/std=0.000207 dtb/mean=0.011088 dtb/max=0.016168 dtb/min=0.006667 dtb/std=0.003617
[2025-12-31 12:11:46,743865][I][examples/diffusion:425:train] step=393 loss=1.047188 dt=0.016465 dtd=0.000339 dtf=0.002850 dtb=0.013276 loss/mean=1.047421 loss/max=1.047798 loss/min=1.047156 loss/std=0.000000 dt/mean=0.015569 dt/max=0.020517 dt/min=0.010670 dt/std=0.003785 dtd/mean=0.000287 dtd/max=0.000339 dtd/min=0.000252 dtd/std=0.000025 dtf/mean=0.002552 dtf/max=0.002850 dtf/min=0.002255 dtf/std=0.000206 dtb/mean=0.012730 dtb/max=0.017577 dtb/min=0.007933 dtb/std=0.003586
[2025-12-31 12:11:46,777909][I][examples/diffusion:425:train] step=394 loss=1.070894 dt=0.014190 dtd=0.000415 dtf=0.002887 dtb=0.010888 loss/mean=1.071041 loss/max=1.071255 loss/min=1.070831 loss/std=0.000345 dt/mean=0.013262 dt/max=0.017803 dt/min=0.009215 dt/std=0.003375 dtd/mean=0.000293 dtd/max=0.000415 dtd/min=0.000262 dtd/std=0.000030 dtf/mean=0.002587 dtf/max=0.002887 dtf/min=0.002378 dtf/std=0.000163 dtb/mean=0.010382 dtb/max=0.014792 dtb/min=0.006419 dtb/std=0.003219
[2025-12-31 12:11:46,799604][I][examples/diffusion:425:train] step=395 loss=0.985380 dt=0.012986 dtd=0.000395 dtf=0.002742 dtb=0.009849 loss/mean=0.985380 loss/max=0.985572 loss/min=0.985150 loss/std=0.000345 dt/mean=0.013642 dt/max=0.016724 dt/min=0.009035 dt/std=0.002377 dtd/mean=0.000289 dtd/max=0.000395 dtd/min=0.000255 dtd/std=0.000026 dtf/mean=0.002485 dtf/max=0.002742 dtf/min=0.002272 dtf/std=0.000101 dtb/mean=0.010869 dtb/max=0.013962 dtb/min=0.006183 dtb/std=0.002433
[2025-12-31 12:11:46,824534][I][examples/diffusion:425:train] step=396 loss=0.933937 dt=0.015303 dtd=0.000411 dtf=0.002771 dtb=0.012121 loss/mean=0.933918 loss/max=0.934235 loss/min=0.933649 loss/std=0.000000 dt/mean=0.013995 dt/max=0.019057 dt/min=0.009406 dt/std=0.003838 dtd/mean=0.000290 dtd/max=0.000411 dtd/min=0.000253 dtd/std=0.000031 dtf/mean=0.002589 dtf/max=0.002771 dtf/min=0.002279 dtf/std=0.000167 dtb/mean=0.011116 dtb/max=0.016096 dtb/min=0.006409 dtb/std=0.003734
[2025-12-31 12:11:46,848777][I][examples/diffusion:425:train] step=397 loss=0.977262 dt=0.015454 dtd=0.000349 dtf=0.002558 dtb=0.012547 loss/mean=0.977643 loss/max=0.977968 loss/min=0.977262 loss/std=0.000244 dt/mean=0.014153 dt/max=0.019035 dt/min=0.009302 dt/std=0.003764 dtd/mean=0.000284 dtd/max=0.000349 dtd/min=0.000255 dtd/std=0.000028 dtf/mean=0.002520 dtf/max=0.002931 dtf/min=0.002276 dtf/std=0.000221 dtb/mean=0.011349 dtb/max=0.015862 dtb/min=0.006493 dtb/std=0.003610
[2025-12-31 12:11:46,873917][I][examples/diffusion:425:train] step=398 loss=1.018134 dt=0.016597 dtd=0.000361 dtf=0.002865 dtb=0.013371 loss/mean=1.017891 loss/max=1.018134 loss/min=1.017534 loss/std=0.000000 dt/mean=0.014379 dt/max=0.019798 dt/min=0.009218 dt/std=0.004146 dtd/mean=0.000286 dtd/max=0.000361 dtd/min=0.000251 dtd/std=0.000028 dtf/mean=0.002560 dtf/max=0.002912 dtf/min=0.002371 dtf/std=0.000205 dtb/mean=0.011533 dtb/max=0.017177 dtb/min=0.006428 dtb/std=0.004014
[2025-12-31 12:11:46,900227][I][examples/diffusion:425:train] step=399 loss=1.018000 dt=0.017008 dtd=0.000372 dtf=0.002882 dtb=0.013754 loss/mean=1.017985 loss/max=1.018234 loss/min=1.017840 loss/std=0.000000 dt/mean=0.014792 dt/max=0.019601 dt/min=0.009873 dt/std=0.003874 dtd/mean=0.000291 dtd/max=0.000372 dtd/min=0.000257 dtd/std=0.000027 dtf/mean=0.002615 dtf/max=0.002915 dtf/min=0.002387 dtf/std=0.000200 dtb/mean=0.011886 dtb/max=0.016613 dtb/min=0.007064 dtb/std=0.003680
[2025-12-31 12:11:46,937911][I][ezpz/history:2385:finalize] Saving plots to /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/mplot (matplotlib) and /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot (tplot)
                   train_dt                              train_dt/min
      ┌────────────────────────────────┐       ┌───────────────────────────────┐
0.0224┤▟                               │0.01067┤                             - │
0.0201┤█                               │0.00989┤-    -    -- - --  -    - -  --│
      │▐            ▗                  │0.00911┤-------------------------------│
0.0177┤▐ ▖  ▗▄ ▙▄ ▐▐▐▖▖▟▄ ▄▄▄▗▖▖▗▗█▄▄▄▄│0.00834┤ - -- - ---- --  ---    --     │
0.0154┤▐▙██▙█████▛█▟████████▜█████▜█▜█▛│       └┬───────┬──────┬───────┬───────┘
0.0131┤ ▝▀▀▛▀▝▘▀ ▘ ▀▀▀ ▝▝▝▘▝▝▀▘▝▐▝    ▌│       1.0    90.8   180.5   270.2
      │                         ▐      │train_dt/min         iter
0.0108┤                         ▐      │                 train_dt/std
0.0085┤                         ▐      │       ┌───────────────────────────────┐
      └┬───────┬───────┬──────┬───────┬┘0.00647┤**                             │
      1.0    90.8    180.5  270.2 360.0 0.00578┤**                             │
train_dt             iter               0.00442┤ ******************************│
                 train_dt/mean          0.00374┤ ******************************│
      ┌────────────────────────────────┐0.00238┤                              *│
0.0219┤                         ·      │       └┬───────┬──────┬───────┬───────┘
0.0204┤                         ·      │       1.0    90.8   180.5   270.2
      │                         ·      │train_dt/std         iter
0.0188┤                         ·      │                 train_dt/max
0.0173┤·                        ·      │      ┌────────────────────────────────┐
      │··           ·           ·      │0.0275┤                         +      │
0.0158┤··           ·           ·    · │0.0257┤++                       +      │
0.0142┤ ··   ·················· ·······│0.0221┤++           +           +      │
      │ ·······························│0.0203┤ +++++++++++++++++++++++++++++++│
0.0127┤ · ····   ·   ·     ··    ·     │0.0167┤ ++++++ + + ++++ +  ++++       +│
      └┬───────┬───────┬──────┬───────┬┘      └┬───────┬───────┬──────┬───────┬┘
      1.0    90.8    180.5  270.2 360.0       1.0    90.8    180.5  270.2 360.0
train_dt/mean        iter               train_dt/max         iter
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dt.txt
      ┌────────────────────────────────────────────────────────────────────────┐
0.0275┤ ++ train_dt/max                                         +              │
      │ -- train_dt/min                                         +              │
      │ ·· train_dt/mean                                        +              │
      │ ▞▞ train_dt                                             +              │
0.0243┤++                                                       +              │
      │++                                                       +              │
      │++                             +                         +              │
      │▐+                            ++                         ·              │
0.0211┤▟▌                            ++                         ·              │
      │█▌                +         + ++            +   +   +    ·    +  +    + │
      │▝█  ++       + +++++ ++++++ +++++ +++++ ++++++++++++++   ·+ ++++ +++++++│
      │ █+++++++++++++++++++++++++++++++++++++++++++++++++++++++·++++++++++++++│
0.0179┤ ▐+++++++++++ +++++++  + +++++▗▌++++ + +  +++++  ++++ +++· ++ +   +++++ │
      │·▐+     ++++  ++  +       ▗ ▗ ▐▌ +    ▖          ++ +    ·    ▗       + │
      │·▐  ▗        ▖▗  ▗▙▗ ▗    ▟ █ ▐▌▖ ▖ ▖▐▌     ▐ ▗▌▙  ▗▄ ▐  ·   ▐▐▗ ▙ ▗ ▖▗▐│
      │·▐ ▖█▖▗ ▗▖  ▐██▗▄███▙▛▄▜▙▟█ █▟▐█▙▐▙██▟█▟▄▙▖▟▟▟██▜▙▗██▗█ ▄█▙▖▟▟██▗██▐▗▙█▌│
      │ ▐▟▌█▛▞▙██▖█▟▜▜██▘██▝▌▐·▝▐▐▗██▟██▟▜▜▝▛█▛▀▀▙▛█▌▌▘·██▌▛▌▌███▛██▀▀▛█▝▐▀▀▜█▘│
0.0147┤ ▝▀▜▝▌▌█▜▌▜▀▌·▐▀▀·▘▜··▐····█▛▛█▀▜▜···▌·▌··▜·▝·▌··▛▀▌▌··▜▝▐▌▐···· ·▝···▐·│
      │  ······▐·····▝····▝··▝··············▘·▘·········▘·······▐▌···········▐ │
      │  ··  · ▝···· ··    ·  ·   ·    ··            ·  ·  ·  · ▐▌··         ▐ │
      │                                                         ▐▌             │
0.0115┤                                                         ▐▌             │
      │                                                         ▐▌           - │
      │-          - -         -  -    -  - --        -          ▐▌  -        --│
      │---------------------------------------------------------▐▌-------------│
0.0083┤  --  -----   --    - -  - -  -  -      -  -  -          ▝▌-            │
      └┬─────────────────┬─────────────────┬────────────────┬─────────────────┬┘
      1.0              90.8              180.5            270.2           360.0
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dt_summary.txt
             train_dt/mean hist                      train_dt/max hist
     ┌─────────────────────────────────┐   ┌───────────────────────────────────┐
243.0┤   ████                          │174┤       ████                        │
202.5┤   ████                          │145┤   ████████                        │
     │   ████                          │   │   ████████                        │
162.0┤   ████                          │116┤   ████████                        │
121.5┤   ████                          │ 87┤   ████████                        │
     │   ████                          │   │   ████████                        │
 81.0┤███████                          │ 58┤   ████████                        │
 40.5┤███████                          │ 29┤   ████████                        │
     │██████████                       │   │   ███████████                     │
  0.0┤████████████████████         ████│  0┤██████████████   ███████████   ████│
     └┬───────┬───────┬───────┬────────┘   └┬────────┬───────┬────────┬────────┘
   0.0123  0.0148  0.0173  0.0198         0.0162  0.0192  0.0221   0.0250
              train_dt/min hist                       train_dt/std hist
     ┌─────────────────────────────────┐     ┌─────────────────────────────────┐
148.0┤          ███                    │191.0┤          ███                    │
     │          ███                    │     │          ███                    │
123.3┤          ███                    │159.2┤          ███                    │
 98.7┤          ███                    │127.3┤          ███                    │
     │          ███                    │     │          ███████                │
 74.0┤       ██████████                │ 95.5┤          ███████                │
     │       ██████████                │     │          ███████                │
 49.3┤   ██████████████                │ 63.7┤          ███████                │
 24.7┤   ██████████████                │ 31.8┤       ██████████                │
     │████████████████████             │     │       ██████████                │
  0.0┤███████████████████████      ████│  0.0┤███    ████████████████   ███████│
     └┬───────┬───────┬───────┬────────┘     └┬───────┬───────┬───────┬────────┘
   0.00823  0.00887 0.00950 0.01014        0.0022  0.0033  0.0044  0.0055
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dt_hist.txt
                   train_dtb                             train_dtb/min
      ┌────────────────────────────────┐       ┌───────────────────────────────┐
0.0192┤▟                               │0.00793┤                             - │
0.0170┤█                               │0.00723┤                             --│
      │▐            ▗                  │0.00652┤-------------------------------│
0.0148┤▐ ▖   ▖ ▄▄ ▗▗▐▖▖▄  ▗▗▄▗▖▖▖ ▟▟▄▗▗│0.00581┤---------------  --- -- -- -   │
0.0125┤▐▙█▄▙▟██████▟████████▜▟███▟████▛│       └┬───────┬──────┬───────┬───────┘
0.0103┤ ▜▜█▛▀▐▀▜ ▌ ▛▀▀ ▜▜█▛▝▐▜▀▀▜▀▌ ▝ ▌│       1.0    90.8   180.5   270.2
      │  ▝ ▘       ▘     ▐▌  ▝  ▐     ▘│train_dtb/min        iter
0.0081┤                   ▘     ▐      │                 train_dtb/std
0.0059┤                         ▐      │       ┌───────────────────────────────┐
      └┬───────┬───────┬──────┬───────┬┘0.00640┤**                             │
      1.0    90.8    180.5  270.2 360.0 0.00574┤**                             │
train_dtb            iter               0.00442┤ * * ********* ****************│
                train_dtb/mean          0.00375┤ ******************************│
      ┌────────────────────────────────┐0.00243┤                              *│
0.0191┤                         ·      │       └┬───────┬──────┬───────┬───────┘
0.0176┤                         ·      │       1.0    90.8   180.5   270.2
      │                         ·      │train_dtb/std        iter
0.0161┤                         ·      │                 train_dtb/max
0.0145┤                         ·      │      ┌────────────────────────────────┐
      │··           ·           ·      │0.0244┤                         +      │
0.0130┤··           ·           ·    · │0.0227┤++                       +      │
0.0115┤ ··   · ················ ·······│0.0192┤++           +           +      │
      │ ·······························│0.0174┤ +++++++++++++++++++++++++++++++│
0.0099┤ · ····  ··   ·     ·· ·  ·    ·│0.0140┤ ++++++++++ ++++ ++++++++++    +│
      └┬───────┬───────┬──────┬───────┬┘      └┬───────┬───────┬──────┬───────┬┘
      1.0    90.8    180.5  270.2 360.0       1.0    90.8    180.5  270.2 360.0
train_dtb/mean       iter               train_dtb/max        iter
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtb.txt
      ┌────────────────────────────────────────────────────────────────────────┐
0.0244┤ ++ train_dtb/max                                        +              │
      │ -- train_dtb/min                                        +              │
      │ ·· train_dtb/mean                                       +              │
      │ ▞▞ train_dtb                                            +              │
0.0213┤++                                                       +              │
      │++                                                       +              │
      │ +                             +                         +              │
      │▐+                            ++                         ·              │
0.0182┤█▖                            ++                         ·              │
      │█▌                +         + ++    +       +   +        ·   ++  +    + │
      │▜█ +++       + ++ ++ ++++ + +++++ +++++++++++ ++++++++   ·+ ++++ +++++++│
      │ █+++++++++++++++++++++++++++++++++++++++++++++++++++++++·++++++++++++++│
0.0151┤ ▜+++++++++++ ++++++++++ ++++++▖++++++++++++++++ ++++++++· ++ + ++++ ++ │
      │·▐++ ++ ++ +  ++  + +  +    ++▐▌++ +   +      +  ++ +  + ·            + │
      │·▐       +     +  ▖       ▐ ▟ ▐▌      ▖        ▖▖        ·   ▗▐  ▌    +▗│
      │·▐  ▟        ▙▗▗ ▐█▟▌▟▖▖  █ █▐▐▙▌ ▌▄▙▐▙▗▗▌▖▗▐▗▟▙█▖ ▟▙▗▟  ▙▖ ▗▐▟▟ █▗▐ ▌▗▞│
      │ ▐▗▌██▗▖▄▟ ▗▐█▜█▙███▜▛█▝▚█▜ ██▐██▐█▜██████▌██▛▌▛▐▌▟█▛▞▛▖██▙▄█▟██▟██▟▐▙█▌│
0.0120┤ ▐▟▙▜▌███▛▄▛▟▝▐██▘▛█·▘▐··▝▐▟██████▝▝·▌▀▌·▛▙▛█▘▌▘·▙█▌▌▌▌█▜▜▌▜█▌▀▀▀▝▐▀▘▜▐▘│
      │  ▘▜·▘▛█▐▌▐▘▘·▐▀▝·▘▜··▐····▜▘▘▀·▀▀···▌·▌·▌▜···▌··▌▜▌▘··▝·▐▌▝▘▌····▝···▐·│
      │  ····▌ ▐···· ··  ·▝·  ·   ▐ · ··· · ▘ ▘ ▘▐ ···  ▘▐▌···· ▐▌··   · ··· ▐ │
      │      ▘ ▝                                 ▐        ▘     ▐▌           ▝ │
0.0089┤                                          ▐              ▐▌             │
      │                                          ▝              ▐▌           - │
      │                                                         ▐▌           --│
      │---------------------------------------------------------▐▌-------------│
0.0058┤ ---  ------- ---  -- - -- -- -  --     -  -- -  --  -   ▝▌--   -       │
      └┬─────────────────┬─────────────────┬────────────────┬─────────────────┬┘
      1.0              90.8              180.5            270.2           360.0
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtb_summary.txt
             train_dtb/mean hist                    train_dtb/max hist
     ┌─────────────────────────────────┐   ┌───────────────────────────────────┐
231.0┤   ████                          │162┤   ████████                        │
192.5┤   ████                          │135┤   ████████                        │
     │   ████                          │   │   ████████                        │
154.0┤   ████                          │108┤   ████████                        │
115.5┤   ████                          │ 81┤   ████████                        │
     │███████                          │   │   ████████                        │
 77.0┤███████                          │ 54┤   ████████                        │
 38.5┤███████                          │ 27┤   ████████                        │
     │██████████                       │   │██████████████                     │
  0.0┤████████████████             ████│  0┤████████████████████████████   ████│
     └┬───────┬───────┬───────┬────────┘   └┬────────┬───────┬────────┬────────┘
   0.0095  0.0120  0.0145  0.0170         0.0135  0.0163  0.0192   0.0220
             train_dtb/min hist                     train_dtb/std hist
     ┌─────────────────────────────────┐   ┌───────────────────────────────────┐
136.0┤       ███                       │186┤          ████                     │
     │       ██████                    │   │          ████                     │
113.3┤       ██████                    │155┤          ████                     │
 90.7┤       ██████                    │124┤          ████                     │
     │       ██████                    │   │       ███████                     │
 68.0┤   ██████████                    │ 93┤       ███████                     │
     │   ██████████                    │   │       ███████                     │
 45.3┤   ██████████                    │ 62┤       ███████                     │
 22.7┤   ██████████                    │ 31┤       ███████████                 │
     │█████████████                    │   │       ███████████                 │
  0.0┤████████████████████         ████│  0┤████████████████████████    ███████│
     └┬───────┬───────┬───────┬────────┘   └┬────────┬───────┬────────┬────────┘
   0.00572  0.00629 0.00687 0.00745       0.0023  0.0033  0.0044   0.0055
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtb_hist.txt
                   train_dtd                              train_dtd/min
       ┌───────────────────────────────┐         ┌─────────────────────────────┐
0.00220┤  ▐                            │0.0002713┤-  --            -           │
0.00188┤  ▐                            │0.0002635┤-----------------------------│
       │  ▐▖                 ▗         │0.0002557┤ ----------------------------│
0.00156┤  ▐▌                 ▐         │0.0002478┤  --------- -------  --------│
0.00125┤  ▐▌                 ▐         │         └┬──────┬──────┬──────┬───────┘
0.00093┤  ▐▌                 ▐         │         1.0   90.8   180.5  270.2
       │  ▐▌                 ▐         │train_dtd/min         iter
0.00061┤▖▖▐▌ ▗▄▖   ▗▖▗ ▄ ▄▄  ▐ ▟▗▖▖▖▄▖ │                  train_dtd/std
0.00029┤█▀▜▜▛▀▜▛█▛▀▀██▛▀▀▀▛▀▜▀▀▜█▛▀▛▀▀▛│        ┌──────────────────────────────┐
       └┬───────┬──────┬───────┬───────┘0.000384┤  *                           │
       1.0    90.8   180.5   270.2      0.000323┤  **                 *        │
train_dtd            iter               0.000201┤  **                 *        │
                 train_dtd/mean         0.000140┤  **                 *        │
        ┌──────────────────────────────┐0.000018┤******************************│
0.000365┤  ·                           │        └┬──────┬───────┬──────┬───────┘
0.000350┤  ·                           │        1.0   90.8    180.5  270.2
        │  ··                 ·        │train_dtd/std         iter
0.000336┤  ··                 ·        │                 train_dtd/max
0.000321┤  ··                 ·        │       ┌───────────────────────────────┐
        │  ··                 ·        │0.00220┤   +                           │
0.000307┤  ··       ·         ·        │0.00189┤  ++                 +         │
0.000292┤···· ··· ·····················│0.00126┤  ++                 +         │
        │······························│0.00095┤  ++                 + +       │
0.000278┤ ········    ··  ···  ··   ·· │0.00032┤+++++++++++++++++++++++++++++++│
        └┬──────┬───────┬──────┬───────┘       └┬───────┬──────┬───────┬───────┘
        1.0   90.8    180.5  270.2             1.0    90.8   180.5   270.2
train_dtd/mean        iter              train_dtd/max        iter
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtd.txt
       ┌───────────────────────────────────────────────────────────────────────┐
0.00220┤ ++ train_dtd/max                                                      │
       │ -- train_dtd/min                                                      │
       │ ·· train_dtd/mean                                                     │
       │ ▞▞ train_dtd                                                          │
0.00188┤     ▐▌                                                                │
       │     ▐▌                                                                │
       │     ▐▌                                           ▖                    │
       │     ▐█+                                          ▌                    │
0.00155┤     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
0.00123┤     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
0.00090┤     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
       │     ▐█+                                          ▌                    │
0.00057┤     ▐█+        ▗          ▖                      ▌  +▖                │
       │▖ ▄ +▐█+    ▗▄ +▐         ▖▌▖ ▗   ▗▗  +▐▖▖▖  +   ▗▌  ▐▌ ▗█ ▗▖+▐+ ▄+▖   │
       │▙▟█▗█▟█▄▖+▖▖█▜+▐▟▄▌▟▟▄█▙▄▄▙█▙▗▟▄▄▖█▟▟▟▟▟██▙▄▞█▙▗▄███▄▟▙▙▛█▄█▌▙▟▙▙███▄▄▖│
       │▌▐▝▀▝▐▝▛▛▛▀▀▀·▜▛▛▝▐▝▛▛▘▘▘▝▝▜▜█▀▛▛▛▘▘▀▝▀▝▝▛·▀▘▘▀█·▝▀▐▝▘█▌▘█▀▝▀·▐▀▘▘▀▝▀█▀│
0.00025┤·-······▘······▘·····-···----······-·-··-▘-··-···-···-···▘····-···-··-·│
       └┬─────────────────┬────────────────┬─────────────────┬────────────────┬┘
       1.0              90.8             180.5             270.2          360.0
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtd_summary.txt
             train_dtd/mean hist                     train_dtd/max hist
     ┌─────────────────────────────────┐     ┌─────────────────────────────────┐
213.0┤   ████                          │351.0┤████                             │
177.5┤   ████                          │292.5┤████                             │
     │   ████                          │     │████                             │
142.0┤   ████                          │234.0┤████                             │
106.5┤   ████                          │175.5┤████                             │
     │███████                          │     │████                             │
 71.0┤███████                          │117.0┤████                             │
 35.5┤██████████                       │ 58.5┤████                             │
     │██████████                       │     │████                             │
  0.0┤██████████             ███   ████│  0.0┤███████                ███   ████│
     └┬───────┬───────┬───────────────┬┘     └┬───────┬───────┬───────┬────────┘
   0.000274 0.000298 0.000321  0.000369    0.00024  0.00075 0.00126 0.00177
             train_dtd/min hist                      train_dtd/std hist
    ┌──────────────────────────────────┐     ┌─────────────────────────────────┐
69.0┤       ███████                    │355.0┤████                             │
    │       ███████                    │     │████                             │
57.5┤       ███████                    │295.8┤████                             │
46.0┤   ██████████████   ████          │236.7┤████                             │
    │   ██████████████   ████          │     │████                             │
34.5┤   █████████████████████          │177.5┤████                             │
    │   ████████████████████████       │     │████                             │
23.0┤   ████████████████████████       │118.3┤████                             │
11.5┤███████████████████████████       │ 59.2┤████                             │
    │███████████████████████████████   │     │████                             │
 0.0┤██████████████████████████████████│  0.0┤███████             ██████   ████│
    └┬───────┬────────────────┬────────┘     └┬───────┬───────┬───────┬────────┘
  0.0002468 0.0002532     0.0002660        0.00000  0.00010 0.00020 0.00030
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtd_hist.txt
                   train_dtf                              train_dtf/min
       ┌───────────────────────────────┐        ┌──────────────────────────────┐
0.00561┤                  ▌            │0.002600┤         -                  - │
0.00506┤                  ▌            │0.002469┤ --- -  -- --  - -  --  -  -- │
       │                  ▌            │0.002338┤------------------------------│
0.00450┤                 ▐▌       ▖    │0.002207┤ -----------------------------│
0.00395┤                 ▐▌  ▌    ▌    │        └┬──────┬───────┬──────┬───────┘
0.00340┤           ▗     ▐▌  ▌    ▌    │        1.0   90.8    180.5  270.2
       │     ▖     ▐    ▖▐▙  ▌ ▗ ▗▌  ▖ │train_dtf/min         iter
0.00284┤███▜▛████▜▛▀▜███▛██▀▛█████▜██▜█│                 train_dtf/std
0.00229┤▀▝▀▝▘▘▀▀▀▝▘ ▝▀ ▘ ▝▘ ▘▝▝▀▜▘ ▘▀ ▀│       ┌───────────────────────────────┐
       └┬───────┬──────┬───────┬───────┘0.00065┤                  *            │
       1.0    90.8   180.5   270.2      0.00056┤                  *            │
train_dtf            iter               0.00037┤                 **  *    *    │
                 train_dtf/mean         0.00027┤*******************************│
        ┌──────────────────────────────┐0.00009┤* **** ******** ** *  *********│
0.002844┤         ·                    │       └┬───────┬──────┬───────┬───────┘
0.002776┤         ·                    │       1.0    90.8   180.5   270.2
        │  ·      ·                  · │train_dtf/std        iter
0.002709┤  ·      · ·       ··    ·· · │                 train_dtf/max
0.002642┤··· · ·· · ·· ········ ······ │       ┌───────────────────────────────┐
        │········ ·····················│0.00561┤                  +            │
0.002574┤······························│0.00513┤                  +            │
0.002507┤······························│0.00417┤                 ++  +    +    │
        │ ·········· ···· ··· ·········│0.00368┤          + +    ++  +    +    │
0.002440┤        ·              ·   ·  │0.00272┤+++++++++++++++++++++++++++++++│
        └┬──────┬───────┬──────┬───────┘       └┬───────┬──────┬───────┬───────┘
        1.0   90.8    180.5  270.2             1.0    90.8   180.5   270.2
train_dtf/mean        iter              train_dtf/max        iter
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtf.txt
       ┌───────────────────────────────────────────────────────────────────────┐
0.00561┤ ++ train_dtf/max                         ▌                            │
       │ -- train_dtf/min                         ▌                            │
       │ ·· train_dtf/mean                        ▌                            │
       │ ▞▞ train_dtf                             ▌                            │
0.00504┤                                          ▌                            │
       │                                          ▌                            │
       │                                          ▌                            │
       │                                          ▌                            │
0.00447┤                                          ▌                            │
       │                                        ▐ ▌                            │
       │                                        ▐ ▌                 ▗          │
       │                                        ▐ ▌      ▖          █          │
0.00391┤                                        ▐ ▌     ▐▌          █          │
       │                                        ▐ ▌     ▐▌          █          │
       │                                        ▐ ▌     ▐▌          █          │
       │                           ▖            ▐ ▌     ▐▌          █          │
       │                           ▌            ▐ ▌     ▐▌          █          │
0.00334┤                           ▌            ▐ ▌     ▐▌          █          │
       │                           ▌            ▐ ▌     ▐▌          █          │
       │   +       ▖    +     +   ▗▌      + ▗   ▐▖▌+++  ▐▌ ++ +▖  +▌█   +  ▖   │
       │▗▖▖▗+▗█▖▄▗▙▌▖▖▗▗▄▌+▄+▄▄▙▄▖██▗+▗▗▖+▖▄▐▐▄▗█▙▙▗▙▟++▟▙▌▌▟▗▟▌▗▄▙▌█▐▟▖▙▄▖█+▄▗│
0.00277┤▛█▜▛██▀▀▛█▀▐▛▜▛██▐▜▜▛▜█▌▀▀▝ ▀█▛█▛▜█▛▀▌▀▞██▀▛▝▀▛▀▜█▜▜▜▛██▛█▀▜▝▜▛▀▛██▘██▌│
       │▌█▐▌██··▌▌·▐·▐▌▌█▐▐▐▌▐█▌·····▌▌█··▐▌····█▌····▌··█·▐▐▌▌▌▌█···▐▌·▌▜··▐▌▌│
       │▘▜·▘▘▜··▘▌·▝··▘▌▝▝▐▐▘▝▌▘··  ·▌▌▝··▝▌····▜▌ ·· ▌··▝·▝·▘▌▌▘▛····▘·▘·-··▘▘│
       │--- ------------ --▝---------- --------------------------▌-------------│
0.00221┤  ------------------------------------------------ ------▘-- ----- --- │
       └┬─────────────────┬────────────────┬─────────────────┬────────────────┬┘
       1.0              90.8             180.5             270.2          360.0
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtf_summary.txt
             train_dtf/mean hist                     train_dtf/max hist
     ┌─────────────────────────────────┐     ┌─────────────────────────────────┐
105.0┤       ██████                    │349.0┤████                             │
 87.5┤       ██████                    │290.8┤████                             │
     │       ██████                    │     │████                             │
 70.0┤       ██████                    │232.7┤████                             │
 52.5┤   ██████████                    │174.5┤████                             │
     │   ██████████                    │     │████                             │
 35.0┤   █████████████████             │116.3┤████                             │
 17.5┤   █████████████████             │ 58.2┤████                             │
     │███████████████████████          │     │████                             │
  0.0┤██████████████████████████   ████│  0.0┤██████████   ███████         ████│
     └┬───────┬───────┬───────┬────────┘     └┬───────┬───────┬───────┬────────┘
   0.00242  0.00253 0.00264 0.00275        0.00259  0.00338 0.00417 0.00495
             train_dtf/min hist                      train_dtf/std hist
     ┌─────────────────────────────────┐     ┌─────────────────────────────────┐
117.0┤   ████                          │178.0┤   ████                          │
     │   ████                          │     │   ████                          │
 97.5┤   ████                          │148.3┤   ███████                       │
 78.0┤   ████   ███                    │118.7┤   ███████                       │
     │   ████   ███████                │     │   ███████                       │
 58.5┤   ████   ███████                │ 89.0┤   ███████                       │
     │███████   ███████                │     │   ███████                       │
 39.0┤███████   ███████                │ 59.3┤   ███████                       │
 19.5┤█████████████████                │ 29.7┤██████████                       │
     │███████████████████████          │     │██████████                       │
  0.0┤███████████████████████      ████│  0.0┤████████████████████         ████│
     └┬───────┬───────┬───────┬────────┘     └┬───────┬───────┬───────┬────────┘
   0.00219  0.00230 0.00240 0.00251        0.00006  0.00022 0.00037 0.00052
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_dtf_hist.txt
                 train_loss                            train_loss/min
     ┌─────────────────────────────────┐     ┌─────────────────────────────────┐
1.125┤  ▌    ▖             ▗           │1.125┤---    - - -  - --   -       -   │
1.089┤▙▙▙   ▗▌ ▄▐  ▖▐ ▌▐▗  ▐  ▖    ▗▗  │1.053┤---------------------------------│
     │█████▗▟▙▌██▟▗▌█▌▙█▐▗▗█ ▗█ ▖▖▄▟█▌▌│0.981┤- -------------------------------│
1.053┤▜███████▙███▟██▙██▟▟▐█▄██▄█▌███▙▌│0.909┤       -   -  -     -    -    - -│
1.017┤▐▀██▜██████████▜█████████████████│     └┬───────┬───────┬───────┬───────┬┘
0.981┤▝ ▜▝▐▛▛▜█▛▀████▐▛█▐ ████████▛▛███│     1.0    90.8    180.5   270.2 360.0
     │  ▐  ▌ ▐▛▌ ▐▝▌▛▐▘▘▐ █▘██▌█▜▜▌ ▜█▛│train_loss/min      iter
0.946┤       ▝▘  ▐ ▘▌     ▜ ▝▘ ▜▝ ▘ ▐▘▌│                train_loss/std
0.910┤           ▐                     │       ┌───────────────────────────────┐
     └┬───────┬───────┬───────┬───────┬┘0.00098┤  ****                         │
     1.0    90.8    180.5   270.2 360.0 0.00081┤ ******** *  *       *         │
train_loss          iter                0.00049┤***************************    │
               train_loss/mean          0.00033┤*******************************│
     ┌─────────────────────────────────┐0.00000┤******* ***********************│
1.125┤  ·                              │       └┬───────┬──────┬───────┬───────┘
1.089┤···    · · ·  · ··   ·       ·   │       1.0    90.8   180.5   270.2
     │············ ······· · ·· ·  ·· ·│train_loss/std       iter
1.053┤·································│               train_loss/max
1.017┤·································│     ┌─────────────────────────────────┐
     │· ·······························│1.126┤+++    +        ++   +           │
0.981┤   · ····· ········ ·············│1.090┤+++++++++++++++++++++++++ +++++++│
0.945┤   · · ··· · ···  · ········· ···│1.018┤+++++++++++++++++++++++++++++++++│
     │       ·   ·  ·     ·    ·    · ·│0.982┤   + +++++ ++++++++ +++++++++++++│
0.909┤           ·                     │0.910┤           +        +         + +│
     └┬───────┬───────┬───────┬───────┬┘     └┬───────┬───────┬───────┬───────┬┘
     1.0    90.8    180.5   270.2 360.0      1.0    90.8    180.5   270.2 360.0
train_loss/mean     iter                train_loss/max      iter
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_loss.txt
     ┌─────────────────────────────────────────────────────────────────────────┐
1.126┤ ++ train_loss/max                                                       │
     │ -- train_loss/min                                                       │
     │ ·· train_loss/mean                             ▌                        │
     │ ▞▞ train_loss          ▖       ▐  ▗▌  ▗        ▌                        │
1.090┤▌▐█▐▌          ▐▌   ▗▌ ▟▌       ▐  ▐▌ ▐▐        ▌                ▐ ▗     │
     │▙██▐▌▐·  ▖    ▐▐▌▗  ▟▌▄█▌▖  ▗▌  ▐  ▐▌ ▐▐ ▌      █    ▗           ▐ ▐·▖   │
     │███▐▌▐▄ ▗▌▟   █▐▌█▖ █▌██▌▌  ▐▌ ▗█▐ ▐▌ ▐▐ ▌     ▗█    ▐▖          ▐ ▐▐▌ ▗ │
     │███▐▌▐█▖███ · █▌▌█▙ █▌██▌▌  ▐▌ ▐█▐ ▐▌▖▐▐ ▌ ▐  ▖██   ▗█▌   ▟ ▗   ▖▟ ▐▐▌ ▐ │
1.054┤███▐▌▐█▌███▐· █▌▌██ █▌██▌▌▖ ▐▌▗▐█▐ ▐▙▌▐▐ ▌ ▐ ▐▌██  ▖▟█▌   █▗█ ▗███ ▐▐▌ ▐ │
     │▌▛██▌▐█████▐▐·█▌▌██ █▌██▌▌▌ █▙█▐█▐ ▐█▌▐▐ ▌ ▐ ▐▌██  ▌██▌   ███ ▐███ ▐▐▌ ▐ │
     │ ▌██▌▐██▜███▐▐█▌▌██▗█▌██▚▌█ ███▐██▖▐█▙▐▐▙▌▄█▖▐██▐ ▐▌███  ▗███ ▐████▐▐▌ █ │
     │ ▌▛▀▌▐██▝▛██▐██▌███▐▛▚██▐▌█▌▛██▟▛█▌▌██▐▟████▌▐██▐▟▐▌███▐ ████ █▌███▐▐▙▌█ │
1.017┤ ▌▌ ████  ██▐██▌███▟▌▐▌█▐▌█▌▌███▌▜█▌██▐█████████▐█▟▌███▐ ████▟█▌███▐██▌█▗│
     │ ▌  ▐█▛▐  ██▞▜█▌████▌▐▌█▐▙█▌▌███▌·▐▌██▐█▛█▜ ▜███▐██▐████▐█▜████▌███▐████▌│
     │ ▌  ▐█▌▐  ██▌▐█▌██▜█▌▐▌█▐██▙▌███▌ ▐▌▜▝▟▛ ▛  ▐███▐██▐████▐█▐█▛██▌█▛▌█████▌│
     │     ▝▌-  ▜▐▌▐▜ ▝█▝█▌·▘▝▐█▐█▌███▌ ▐▌  █▌ ▌  ▐███▐██▐███▘█▌▐█▌██▌█▌▘█████▌│
     │      ▌   ▐▐ ▐·  █ █▌   ▐█▐█▌█▐█▌ ▐▌  ▌▌ ▌  ▐██▀▐██▐███ █ ▐█▌██▌▝▘ ████▐▌│
0.981┤      ▌   ▐▐     █ █▌   ▝▐ ▀▌█▝█▌ ▐▌  ▘▘ ▌  ▐██ ▐██▐██▛ █ ▐█▌▛▌▌   ████▐▌│
     │      ▌    ▐     █ █▌    ▐   █ ▐  ▐▘     ▌  ▐██ ▐█▌▐▐▐▌ █ ▐█ ▌·▌   ▐█▜█▐▌│
     │      ▌    ▝     █ ▝▌    ▐   █ ▐  ▐      ▌  ▐█▌  ▜▌▐▝ ▘ █ ▝▜ ▘·▌   ▐█ ▜▐▌│
     │                 ▛       ▐   █ ▐  ▝         ▝▛▌  ▝▌▐    █  ▐   ▌   ▝█  ▐▌│
0.945┤                 ▘       ▐   ▝ ▐              ▌    ▝    █  ▝   ▘   ·█  ▐▌│
     │                         ▐                    ▘         ▝           ▌  ▝▌│
     │                         ▐                                               │
     │                         ▐                                               │
0.909┤                         ▐                                               │
     └┬─────────────────┬─────────────────┬─────────────────┬─────────────────┬┘
     1.0              90.8              180.5             270.2           360.0
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_loss_summary.txt
            train_loss/mean hist                    train_loss/max hist
    ┌──────────────────────────────────┐  ┌────────────────────────────────────┐
85.0┤                 ████             │84┤                  ████              │
70.8┤             ████████             │70┤              ████████              │
    │             ████████             │  │              ████████              │
56.7┤             ███████████          │56┤              ███████████           │
42.5┤          ██████████████          │42┤           ██████████████           │
    │          █████████████████       │  │           ██████████████████       │
28.3┤       ████████████████████       │28┤       ██████████████████████       │
14.2┤       ████████████████████████   │14┤    ████████████████████████████    │
    │   ████████████████████████████   │  │    ████████████████████████████    │
 0.0┤██████████████████████████████████│ 0┤████████████████████████████████████│
    └┬───────┬────────┬───────┬───────┬┘  └┬────────┬────────┬───────┬────────┬┘
   0.900   0.959    1.017   1.076 1.135  0.900    0.959    1.018   1.077  1.136
             train_loss/min hist                     train_loss/std hist
    ┌──────────────────────────────────┐     ┌─────────────────────────────────┐
86.0┤                 ████             │147.0┤████                             │
    │                 ████             │     │████                             │
71.7┤             ████████             │122.5┤████                             │
57.3┤             ████████             │ 98.0┤████                             │
    │          ██████████████          │     │████                             │
43.0┤          █████████████████       │ 73.5┤████      ███                    │
    │          █████████████████       │     │████      ███   ████             │
28.7┤       ████████████████████       │ 49.0┤████      ███   ████             │
14.3┤   ████████████████████████████   │ 24.5┤████      ███   ███████          │
    │   ████████████████████████████   │     │████   ███████████████████       │
 0.0┤██████████████████████████████████│  0.0┤███    ██████████████████████████│
    └┬───────┬────────┬───────┬───────┬┘     └┬───────┬───────┬───────┬────────┘
   0.899   0.958    1.017   1.076 1.134    -0.00004 0.00022 0.00049 0.00075
text saved in /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/plots/tplot/train_loss_hist.txt
[2025-12-31 12:11:52,131498][W][ezpz/history:2320:save_dataset] Unable to save dataset to W&B, skipping!
[2025-12-31 12:11:52,132958][I][utils/__init__:651:dataset_to_h5pyfile] Saving dataset to: /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/train_dataset.h5
[2025-12-31 12:11:52,147505][I][ezpz/history:2433:finalize] Saving history report to /lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/outputs/2025-12-31-121041/2025-12-31-121146/report.md
[2025-12-31 12:11:52,745941][I][examples/diffusion:680:main] sample 0: data customers show ships quiet during dashboards language with keeps during assist
[2025-12-31 12:11:52,746795][I][examples/diffusion:680:main] sample 1: sync latency with week ask costs ships incidents right right large team
[2025-12-31 12:11:52,747284][I][examples/diffusion:680:main] sample 2: updates product keeps faster data cloud quiet product the logs live
[2025-12-31 12:11:52,763593][I][examples/diffusion:688:<module>] Took: 71.61 seconds
wandb:
wandb: 🚀 View run desert-disco-103 at: 
wandb: Find logs at: ../../../../../../lus/tegu/projects/datascience/foremans/projects/saforem2/ezpz/wandb/run-20251231_121042-r6qkai0u/logs
[2025-12-31 12:11:54,604186][I][ezpz/launch:447:launch] ----[🍋 ezpz.launch][stop][2025-12-31-121154]----
[2025-12-31 12:11:54,604899][I][ezpz/launch:448:launch] Execution finished with 0.
[2025-12-31 12:11:54,605300][I][ezpz/launch:449:launch] Executing finished in 78.58 seconds.
[2025-12-31 12:11:54,605658][I][ezpz/launch:450:launch] Took 78.58 seconds to run. Exiting.