💿 Checking dataset... 📁MyDrive/Loras/sed/dataset 📈 Found 404 images with 2 repeats, equaling 808 steps. 📉 Divide 808 steps by 4 batch size to get 202.0 steps per epoch. 🔮 There will be 10 epochs, for around 2020 total training steps. 🏭 Installing trainer... 59 packages can be upgraded. Run 'apt list --upgradable' to see them. W: Skipping acquire of configured file 'main/source/Sources' as repository 'https://r2u.stat.illinois.edu/ubuntu jammy InRelease' does not seem to provide it (sources.list entry misspelt?) The following additional packages will be installed: libaria2-0 libc-ares2 python3-pip-whl python3-setuptools-whl The following NEW packages will be installed: aria2 libaria2-0 libc-ares2 python3-pip-whl python3-setuptools-whl python3.10-venv 0 upgraded, 6 newly installed, 0 to remove and 59 not upgraded. Need to get 3,994 kB of archives. After this operation, 8,194 kB of additional disk space will be used. Selecting previously unselected package libc-ares2:amd64. (Reading database ... 122363 files and directories currently installed.) Preparing to unpack .../0-libc-ares2_1.18.1-1ubuntu0.22.04.3_amd64.deb ... Unpacking libc-ares2:amd64 (1.18.1-1ubuntu0.22.04.3) ... Selecting previously unselected package libaria2-0:amd64. Preparing to unpack .../1-libaria2-0_1.36.0-1_amd64.deb ... Unpacking libaria2-0:amd64 (1.36.0-1) ... Selecting previously unselected package aria2. Preparing to unpack .../2-aria2_1.36.0-1_amd64.deb ... Unpacking aria2 (1.36.0-1) ... Selecting previously unselected package python3-pip-whl. Preparing to unpack .../3-python3-pip-whl_22.0.2+dfsg-1ubuntu0.7_all.deb ... Unpacking python3-pip-whl (22.0.2+dfsg-1ubuntu0.7) ... Selecting previously unselected package python3-setuptools-whl. Preparing to unpack .../4-python3-setuptools-whl_68.1.2-2~jammy3_all.deb ... Unpacking python3-setuptools-whl (68.1.2-2~jammy3) ... Selecting previously unselected package python3.10-venv. Preparing to unpack .../5-python3.10-venv_3.10.12-1~22.04.15_amd64.deb ... Unpacking python3.10-venv (3.10.12-1~22.04.15) ... Setting up python3-setuptools-whl (68.1.2-2~jammy3) ... Setting up python3-pip-whl (22.0.2+dfsg-1ubuntu0.7) ... Setting up libc-ares2:amd64 (1.18.1-1ubuntu0.22.04.3) ... Setting up libaria2-0:amd64 (1.36.0-1) ... Setting up python3.10-venv (3.10.12-1~22.04.15) ... Setting up aria2 (1.36.0-1) ... Processing triggers for man-db (2.10.2-1) ... Processing triggers for libc-bin (2.35-0ubuntu3.8) ... /sbin/ldconfig.real: /usr/local/lib/libtbbbind.so.3 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libur_adapter_level_zero_v2.so.0 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtbbmalloc.so.2 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtcm_debug.so.1 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libur_adapter_level_zero.so.0 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtcm.so.1 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libumf.so.1 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libur_adapter_opencl.so.0 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libur_loader.so.0 is not a symbolic link /sbin/ldconfig.real: /usr/local/lib/libhwloc.so.15 is not a symbolic link Cloning into '/content/trainer'... remote: Enumerating objects: 388, done. remote: Total 388 (delta 0), reused 0 (delta 0), pack-reused 388 (from 1) Receiving objects: 100% (388/388), 7.80 MiB | 17.90 MiB/s, done. Resolving deltas: 100% (223/223), done. HEAD is now at 47ef6ed added installer for linux python 3.12 added a log-like output of the warmup steps in the console Submodule 'sd_scripts' (https://github.com/kohya-ss/sd-scripts) registered for path 'sd_scripts' Cloning into '/content/trainer/sd_scripts'... Submodule path 'sd_scripts': checked out 'e89653975ddf429cdf0c0fd268da0a5a3e8dba1f' creating venv and installing requirements Looking in indexes: https://download.pytorch.org/whl/cu124 Collecting torch==2.5.1 WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x79ca0cf6ea40>: Failed to establish a new connection: [Errno 101] Network is unreachable')': /whl/cu124/torch-2.5.1%2Bcu124-cp310-cp310-linux_x86_64.whl Downloading https://download-r2.pytorch.org/whl/cu124/torch-2.5.1%2Bcu124-cp310-cp310-linux_x86_64.whl (908.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 908.3/908.3 MB 1.3 MB/s eta 0:00:00 Collecting torchvision==0.20.1 Downloading https://download-r2.pytorch.org/whl/cu124/torchvision-0.20.1%2Bcu124-cp310-cp310-linux_x86_64.whl (7.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.3/7.3 MB 96.4 MB/s eta 0:00:00 Collecting nvidia-nvjitlink-cu12==12.4.127 Downloading https://download.pytorch.org/whl/cu124/nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (21.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 21.1/21.1 MB 74.1 MB/s eta 0:00:00 Collecting nvidia-cusolver-cu12==11.6.1.9 Downloading https://download.pytorch.org/whl/cu124/nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl (127.9 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 127.9/127.9 MB 7.7 MB/s eta 0:00:00 Collecting nvidia-cudnn-cu12==9.1.0.70 Downloading https://download.pytorch.org/whl/cu124/nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl (664.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 664.8/664.8 MB 930.6 kB/s eta 0:00:00 Collecting nvidia-nvtx-cu12==12.4.127 Downloading https://download.pytorch.org/whl/cu124/nvidia_nvtx_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (99 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 99.1/99.1 KB 15.0 MB/s eta 0:00:00 Collecting filelock Downloading filelock-3.29.0-py3-none-any.whl (39 kB) Collecting nvidia-cublas-cu12==12.4.5.8 Downloading https://download.pytorch.org/whl/cu124/nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl (363.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 363.4/363.4 MB 4.1 MB/s eta 0:00:00 Collecting nvidia-cufft-cu12==11.2.1.3 Downloading https://download.pytorch.org/whl/cu124/nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl (211.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 211.5/211.5 MB 5.6 MB/s eta 0:00:00 Collecting triton==3.1.0 Downloading https://download-r2.pytorch.org/whl/triton-3.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (209.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 209.5/209.5 MB 6.0 MB/s eta 0:00:00 Collecting networkx Downloading networkx-3.4.2-py3-none-any.whl (1.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 8.0 MB/s eta 0:00:00 Collecting nvidia-cusparse-cu12==12.3.1.170 Downloading https://download.pytorch.org/whl/cu124/nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl (207.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 207.5/207.5 MB 6.5 MB/s eta 0:00:00 Collecting nvidia-curand-cu12==10.3.5.147 Downloading https://download.pytorch.org/whl/cu124/nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl (56.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 56.3/56.3 MB 11.9 MB/s eta 0:00:00 Collecting nvidia-nccl-cu12==2.21.5 Downloading https://download.pytorch.org/whl/nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl (188.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 188.7/188.7 MB 2.1 MB/s eta 0:00:00 Collecting nvidia-cuda-nvrtc-cu12==12.4.127 Downloading https://download.pytorch.org/whl/cu124/nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (24.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 24.6/24.6 MB 60.2 MB/s eta 0:00:00 Collecting sympy==1.13.1 Downloading sympy-1.13.1-py3-none-any.whl (6.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.2/6.2 MB 20.4 MB/s eta 0:00:00 Collecting fsspec Downloading fsspec-2026.4.0-py3-none-any.whl (203 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 203.4/203.4 KB 29.8 MB/s eta 0:00:00 Collecting jinja2 Downloading https://download.pytorch.org/whl/jinja2-3.1.6-py3-none-any.whl (134 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 134.9/134.9 KB 21.8 MB/s eta 0:00:00 Collecting nvidia-cuda-cupti-cu12==12.4.127 Downloading https://download.pytorch.org/whl/cu124/nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (13.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.8/13.8 MB 97.3 MB/s eta 0:00:00 Collecting nvidia-cuda-runtime-cu12==12.4.127 Downloading https://download.pytorch.org/whl/cu124/nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (883 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 883.7/883.7 KB 70.3 MB/s eta 0:00:00 Collecting typing-extensions>=4.8.0 Downloading https://download.pytorch.org/whl/typing_extensions-4.15.0-py3-none-any.whl (44 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 44.6/44.6 KB 7.3 MB/s eta 0:00:00 Collecting numpy Downloading numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (16.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16.8/16.8 MB 52.9 MB/s eta 0:00:00 Collecting pillow!=8.3.*,>=5.3.0 Downloading pillow-12.2.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (7.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.1/7.1 MB 86.1 MB/s eta 0:00:00 Collecting mpmath<1.4,>=1.1.0 Downloading mpmath-1.3.0-py3-none-any.whl (536 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 536.2/536.2 KB 56.6 MB/s eta 0:00:00 Collecting MarkupSafe>=2.0 Downloading https://download.pytorch.org/whl/markupsafe-3.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (20 kB) Installing collected packages: mpmath, typing-extensions, sympy, pillow, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, numpy, networkx, MarkupSafe, fsspec, filelock, triton, nvidia-cusparse-cu12, nvidia-cudnn-cu12, jinja2, nvidia-cusolver-cu12, torch, torchvision Successfully installed MarkupSafe-3.0.3 filelock-3.29.0 fsspec-2026.4.0 jinja2-3.1.6 mpmath-1.3.0 networkx-3.4.2 numpy-2.2.6 nvidia-cublas-cu12-12.4.5.8 nvidia-cuda-cupti-cu12-12.4.127 nvidia-cuda-nvrtc-cu12-12.4.127 nvidia-cuda-runtime-cu12-12.4.127 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.2.1.3 nvidia-curand-cu12-10.3.5.147 nvidia-cusolver-cu12-11.6.1.9 nvidia-cusparse-cu12-12.3.1.170 nvidia-nccl-cu12-2.21.5 nvidia-nvjitlink-cu12-12.4.127 nvidia-nvtx-cu12-12.4.127 pillow-12.2.0 sympy-1.13.1 torch-2.5.1+cu124 torchvision-0.20.1+cu124 triton-3.1.0 typing-extensions-4.15.0 Looking in indexes: https://download.pytorch.org/whl/cu124 Collecting xformers==0.0.29.post1 Downloading https://download.pytorch.org/whl/cu124/xformers-0.0.29.post1-cp310-cp310-manylinux_2_28_x86_64.whl (44.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 44.1/44.1 MB 12.2 MB/s eta 0:00:00 Requirement already satisfied: numpy in ./venv/lib/python3.10/site-packages (from xformers==0.0.29.post1) (2.2.6) Requirement already satisfied: torch==2.5.1 in ./venv/lib/python3.10/site-packages (from xformers==0.0.29.post1) (2.5.1+cu124) Requirement already satisfied: filelock in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (3.29.0) Requirement already satisfied: nvidia-cuda-runtime-cu12==12.4.127 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.4.127) Requirement already satisfied: nvidia-cusparse-cu12==12.3.1.170 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.3.1.170) Requirement already satisfied: typing-extensions>=4.8.0 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (4.15.0) Requirement already satisfied: nvidia-cusolver-cu12==11.6.1.9 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (11.6.1.9) Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (2.21.5) Requirement already satisfied: jinja2 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (3.1.6) Requirement already satisfied: nvidia-nvjitlink-cu12==12.4.127 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.4.127) Requirement already satisfied: sympy==1.13.1 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (1.13.1) Requirement already satisfied: triton==3.1.0 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (3.1.0) Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.4.127 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.4.127) Requirement already satisfied: nvidia-cublas-cu12==12.4.5.8 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.4.5.8) Requirement already satisfied: fsspec in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (2026.4.0) Requirement already satisfied: nvidia-cufft-cu12==11.2.1.3 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (11.2.1.3) Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.4.127) Requirement already satisfied: networkx in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (3.4.2) Requirement already satisfied: nvidia-curand-cu12==10.3.5.147 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (10.3.5.147) Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (9.1.0.70) Requirement already satisfied: nvidia-cuda-cupti-cu12==12.4.127 in ./venv/lib/python3.10/site-packages (from torch==2.5.1->xformers==0.0.29.post1) (12.4.127) Requirement already satisfied: mpmath<1.4,>=1.1.0 in ./venv/lib/python3.10/site-packages (from sympy==1.13.1->torch==2.5.1->xformers==0.0.29.post1) (1.3.0) Requirement already satisfied: MarkupSafe>=2.0 in ./venv/lib/python3.10/site-packages (from jinja2->torch==2.5.1->xformers==0.0.29.post1) (3.0.3) Installing collected packages: xformers Successfully installed xformers-0.0.29.post1 Obtaining file:///content/trainer/sd_scripts (from -r requirements.txt (line 45)) Preparing metadata (setup.py) ... done Collecting accelerate==0.33.0 Downloading accelerate-0.33.0-py3-none-any.whl (315 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 315.1/315.1 KB 6.0 MB/s eta 0:00:00 Collecting transformers==4.44.0 Downloading transformers-4.44.0-py3-none-any.whl (9.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 9.5/9.5 MB 85.7 MB/s eta 0:00:00 Collecting diffusers[torch]==0.25.0 Downloading diffusers-0.25.0-py3-none-any.whl (1.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.8/1.8 MB 63.3 MB/s eta 0:00:00 Collecting ftfy==6.1.1 Downloading ftfy-6.1.1-py3-none-any.whl (53 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53.1/53.1 KB 7.8 MB/s eta 0:00:00 Collecting opencv-python==4.8.1.78 Downloading opencv_python-4.8.1.78-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (61.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 61.7/61.7 MB 12.2 MB/s eta 0:00:00 Collecting einops==0.7.0 Downloading einops-0.7.0-py3-none-any.whl (44 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 44.6/44.6 KB 7.2 MB/s eta 0:00:00 Collecting pytorch-lightning==1.9.0 Downloading pytorch_lightning-1.9.0-py3-none-any.whl (825 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 825.8/825.8 KB 69.7 MB/s eta 0:00:00 Collecting bitsandbytes==0.44.0 Downloading bitsandbytes-0.44.0-py3-none-manylinux_2_24_x86_64.whl (122.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 122.4/122.4 MB 8.0 MB/s eta 0:00:00 Collecting prodigyopt==1.0 Downloading prodigyopt-1.0-py3-none-any.whl (5.5 kB) Collecting lion-pytorch==0.0.6 Downloading lion_pytorch-0.0.6-py3-none-any.whl (4.2 kB) Collecting schedulefree==1.4 Downloading schedulefree-1.4.tar.gz (22 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting tensorboard Downloading tensorboard-2.20.0-py3-none-any.whl (5.5 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.5/5.5 MB 132.6 MB/s eta 0:00:00 Collecting safetensors==0.4.4 Downloading safetensors-0.4.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (435 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 435.5/435.5 KB 6.1 MB/s eta 0:00:00 Collecting altair==4.2.2 Downloading altair-4.2.2-py3-none-any.whl (813 kB) 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eta 0:00:00 Collecting psutil Downloading psutil-7.2.2-cp36-abi3-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl (155 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 155.6/155.6 KB 25.1 MB/s eta 0:00:00 Requirement already satisfied: torch>=1.10.0 in ./venv/lib/python3.10/site-packages (from accelerate==0.33.0->-r requirements.txt (line 1)) (2.5.1+cu124) Collecting numpy<2.0.0,>=1.17 Downloading numpy-1.26.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.2 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 18.2/18.2 MB 79.1 MB/s eta 0:00:00 Collecting packaging>=20.0 Using cached packaging-26.2-py3-none-any.whl (100 kB) Collecting pyyaml Downloading pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (770 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 770.3/770.3 KB 67.5 MB/s eta 0:00:00 Collecting requests Downloading requests-2.34.2-py3-none-any.whl (73 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 73.1/73.1 KB 12.4 MB/s eta 0:00:00 Collecting tokenizers<0.20,>=0.19 Downloading tokenizers-0.19.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.6/3.6 MB 92.9 MB/s eta 0:00:00 Collecting regex!=2019.12.17 Downloading regex-2026.5.9-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (794 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 794.1/794.1 KB 67.2 MB/s eta 0:00:00 Collecting tqdm>=4.27 Downloading tqdm-4.67.3-py3-none-any.whl (78 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 78.4/78.4 KB 11.3 MB/s eta 0:00:00 Requirement already satisfied: filelock in ./venv/lib/python3.10/site-packages (from transformers==4.44.0->-r requirements.txt (line 2)) (3.29.0) Requirement already satisfied: Pillow in ./venv/lib/python3.10/site-packages (from diffusers[torch]==0.25.0->-r requirements.txt (line 3)) (12.2.0) Collecting importlib-metadata Downloading importlib_metadata-9.0.0-py3-none-any.whl (27 kB) Collecting wcwidth>=0.2.5 Downloading wcwidth-0.7.0-py3-none-any.whl (110 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 110.8/110.8 KB 20.0 MB/s eta 0:00:00 Collecting lightning-utilities>=0.4.2 Downloading lightning_utilities-0.15.3-py3-none-any.whl (31 kB) Requirement already satisfied: fsspec[http]>2021.06.0 in ./venv/lib/python3.10/site-packages (from pytorch-lightning==1.9.0->-r requirements.txt (line 8)) (2026.4.0) Requirement already satisfied: typing-extensions>=4.0.0 in ./venv/lib/python3.10/site-packages (from pytorch-lightning==1.9.0->-r requirements.txt (line 8)) (4.15.0) Collecting torchmetrics>=0.7.0 Downloading torchmetrics-1.9.0-py3-none-any.whl (983 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 983.4/983.4 KB 82.4 MB/s eta 0:00:00 Collecting pandas>=0.18 Downloading pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (12.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 12.8/12.8 MB 108.1 MB/s eta 0:00:00 Collecting entrypoints Downloading entrypoints-0.4-py3-none-any.whl (5.3 kB) 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werkzeug>=1.0.1 Downloading werkzeug-3.1.8-py3-none-any.whl (226 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 226.5/226.5 KB 35.6 MB/s eta 0:00:00 Collecting absl-py>=0.4 Downloading absl_py-2.4.0-py3-none-any.whl (135 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 135.8/135.8 KB 24.4 MB/s eta 0:00:00 Collecting grpcio>=1.48.2 Downloading grpcio-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (6.8 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.8/6.8 MB 113.8 MB/s eta 0:00:00 Collecting protobuf!=4.24.0,>=3.19.6 Downloading protobuf-7.35.0-cp310-abi3-manylinux2014_x86_64.whl (327 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 327.1/327.1 KB 37.8 MB/s eta 0:00:00 Collecting markdown>=2.6.8 Downloading markdown-3.10.2-py3-none-any.whl (108 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 108.2/108.2 KB 10.7 MB/s eta 0:00:00 Requirement already satisfied: setuptools>=41.0.0 in ./venv/lib/python3.10/site-packages (from tensorboard->-r requirements.txt (line 13)) (68.1.2) Collecting aiohttp!=4.0.0a0,!=4.0.0a1 Downloading aiohttp-3.13.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 93.0 MB/s eta 0:00:00 Collecting attrs>=22.2.0 Downloading attrs-26.1.0-py3-none-any.whl (67 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 67.5/67.5 KB 11.1 MB/s eta 0:00:00 Collecting jsonschema-specifications>=2023.03.6 Downloading jsonschema_specifications-2025.9.1-py3-none-any.whl (18 kB) Collecting referencing>=0.28.4 Downloading referencing-0.37.0-py3-none-any.whl (26 kB) Collecting rpds-py>=0.25.0 Downloading rpds_py-0.30.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (390 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 390.5/390.5 KB 48.4 MB/s eta 0:00:00 Collecting mdurl~=0.1 Downloading mdurl-0.1.2-py3-none-any.whl (10.0 kB) Collecting python-dateutil>=2.8.2 Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 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yarl-1.24.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (106 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 106.7/106.7 KB 14.4 MB/s eta 0:00:00 Collecting aiosignal>=1.4.0 Downloading aiosignal-1.4.0-py3-none-any.whl (7.5 kB) Collecting async-timeout<6.0,>=4.0 Downloading async_timeout-5.0.1-py3-none-any.whl (6.2 kB) Collecting six>=1.5 Downloading six-1.17.0-py2.py3-none-any.whl (11 kB) Building wheels for collected packages: schedulefree Building wheel for schedulefree (pyproject.toml) ... done Created wheel for schedulefree: filename=schedulefree-1.4-py3-none-any.whl size=39333 sha256=6de535190994da7772104109724f889c686c64f0d17e2ef9c949c9e55dbaed2f Stored in directory: /root/.cache/pip/wheels/04/4f/8e/15e0ac6c13041e94078d9e4f88d14c2cd00ec198bc0fc78e91 Successfully built schedulefree Installing collected packages: voluptuous, sentencepiece, pytz, library, easygui, zipp, werkzeug, wcwidth, urllib3, tzdata, tqdm, toolz, toml, tensorboard-data-server, six, schedulefree, safetensors, rpds-py, regex, pyyaml, pygments, psutil, protobuf, propcache, prodigyopt, packaging, numpy, multidict, mdurl, markdown, imagesize, idna, grpcio, frozenlist, entrypoints, einops, charset_normalizer, certifi, attrs, async-timeout, aiohappyeyeballs, absl-py, yarl, tensorboard, requests, referencing, python-dateutil, opencv-python, markdown-it-py, lightning-utilities, importlib-metadata, ftfy, aiosignal, rich, pandas, jsonschema-specifications, huggingface-hub, aiohttp, torchmetrics, tokenizers, lion-pytorch, jsonschema, diffusers, bitsandbytes, accelerate, transformers, pytorch-lightning, altair Running setup.py develop for library Attempting uninstall: numpy Found existing installation: numpy 2.2.6 Uninstalling numpy-2.2.6: Successfully uninstalled numpy-2.2.6 Successfully installed absl-py-2.4.0 accelerate-0.33.0 aiohappyeyeballs-2.6.2 aiohttp-3.13.5 aiosignal-1.4.0 altair-4.2.2 async-timeout-5.0.1 attrs-26.1.0 bitsandbytes-0.44.0 certifi-2026.5.20 charset_normalizer-3.4.7 diffusers-0.25.0 easygui-0.98.3 einops-0.7.0 entrypoints-0.4 frozenlist-1.8.0 ftfy-6.1.1 grpcio-1.80.0 huggingface-hub-0.24.5 idna-3.15 imagesize-1.4.1 importlib-metadata-9.0.0 jsonschema-4.26.0 jsonschema-specifications-2025.9.1 library-0.0.0 lightning-utilities-0.15.3 lion-pytorch-0.0.6 markdown-3.10.2 markdown-it-py-4.2.0 mdurl-0.1.2 multidict-6.7.1 numpy-1.26.4 opencv-python-4.8.1.78 packaging-26.2 pandas-2.3.3 prodigyopt-1.0 propcache-0.5.2 protobuf-7.35.0 psutil-7.2.2 pygments-2.20.0 python-dateutil-2.9.0.post0 pytorch-lightning-1.9.0 pytz-2026.2 pyyaml-6.0.3 referencing-0.37.0 regex-2026.5.9 requests-2.34.2 rich-13.7.0 rpds-py-0.30.0 safetensors-0.4.4 schedulefree-1.4 sentencepiece-0.2.0 six-1.17.0 tensorboard-2.20.0 tensorboard-data-server-0.7.2 tokenizers-0.19.1 toml-0.10.2 toolz-1.1.0 torchmetrics-1.9.0 tqdm-4.67.3 transformers-4.44.0 tzdata-2026.2 urllib3-2.7.0 voluptuous-0.13.1 wcwidth-0.7.0 werkzeug-3.1.8 yarl-1.24.2 zipp-4.1.0 Processing /content/trainer/custom_scheduler Preparing metadata (setup.py) ... done Using legacy 'setup.py install' for LoraEasyCustomOptimizer, since package 'wheel' is not installed. 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pyngrok-8.1.2-py3-none-any.whl (25 kB) Collecting pycloudflared Downloading pycloudflared-0.3.0-py3-none-any.whl (6.7 kB) Collecting scipy Downloading scipy-1.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (37.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 37.7/37.7 MB 22.1 MB/s eta 0:00:00 Collecting came-pytorch Downloading came_pytorch-0.1.3-py3-none-any.whl (6.2 kB) Collecting lycoris-lora==3.0.1.dev10 Downloading lycoris_lora-3.0.1.dev10.tar.gz (51 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 51.8/51.8 KB 9.1 MB/s eta 0:00:00 Preparing metadata (setup.py) ... done Collecting pytorch_optimizer==3.1.2 Downloading pytorch_optimizer-3.1.2-py3-none-any.whl (187 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 187.2/187.2 KB 26.7 MB/s eta 0:00:00 Collecting wheel Using cached wheel-0.47.0-py3-none-any.whl (32 kB) Requirement already satisfied: einops in ./venv/lib/python3.10/site-packages (from lycoris-lora==3.0.1.dev10->-r ../requirements.txt (line 10)) (0.7.0) Requirement 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Collecting websockets>=10.4 Downloading websockets-16.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (183 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 183.8/183.8 KB 22.4 MB/s eta 0:00:00 Requirement already satisfied: urllib3<3,>=1.26 in ./venv/lib/python3.10/site-packages (from requests->-r ../requirements.txt (line 3)) (2.7.0) Requirement already satisfied: idna<4,>=2.5 in ./venv/lib/python3.10/site-packages (from requests->-r ../requirements.txt (line 3)) (3.15) Requirement already satisfied: charset_normalizer<4,>=2 in ./venv/lib/python3.10/site-packages (from requests->-r ../requirements.txt (line 3)) (3.4.7) Requirement already satisfied: certifi>=2023.5.7 in ./venv/lib/python3.10/site-packages (from requests->-r ../requirements.txt (line 3)) (2026.5.20) Collecting platformdirs Downloading platformdirs-4.9.6-py3-none-any.whl (21 kB) Requirement already satisfied: protobuf!=5.28.0,!=5.29.0,<8,>4.21.0 in ./venv/lib/python3.10/site-packages (from 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typing-inspection>=0.4.2 Downloading typing_inspection-0.4.2-py3-none-any.whl (14 kB) Collecting annotated-types>=0.6.0 Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB) Collecting pydantic-core==2.46.4 Downloading pydantic_core-2.46.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.1/2.1 MB 115.4 MB/s eta 0:00:00 Requirement already satisfied: sympy==1.13.1 in ./venv/lib/python3.10/site-packages (from torch->lycoris-lora==3.0.1.dev10->-r ../requirements.txt (line 10)) (1.13.1) Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in ./venv/lib/python3.10/site-packages (from torch->lycoris-lora==3.0.1.dev10->-r ../requirements.txt (line 10)) (9.1.0.70) Requirement already satisfied: fsspec in ./venv/lib/python3.10/site-packages (from torch->lycoris-lora==3.0.1.dev10->-r ../requirements.txt (line 10)) (2026.4.0) Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in ./venv/lib/python3.10/site-packages (from 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jinja2->torch->lycoris-lora==3.0.1.dev10->-r ../requirements.txt (line 10)) (3.0.3) Using legacy 'setup.py install' for lycoris-lora, since package 'wheel' is not installed. Building wheels for collected packages: dadaptation Building wheel for dadaptation (pyproject.toml) ... done Created wheel for dadaptation: filename=dadaptation-3.2-py3-none-any.whl size=23290 sha256=ce68082a1a3cfef5edad78f8f9b0efc2ebf6f3f8fc0b689961967d0701e881a8 Stored in directory: /root/.cache/pip/wheels/d0/03/6d/feba04df15ef39d9ac4e3504058ac2a88fb2ef9183ba92b111 Successfully built dadaptation Installing collected packages: wheel, websockets, uvloop, typing-inspection, tomli, smmap, sentry-sdk, scipy, python-dotenv, pyngrok, pydantic-core, platformdirs, httptools, h11, exceptiongroup, dadaptation, click, annotated-types, uvicorn, pydantic, pycloudflared, gitdb, anyio, watchfiles, starlette, gitpython, wandb, pytorch_optimizer, lycoris-lora, came-pytorch Running setup.py install for lycoris-lora ... done Successfully installed annotated-types-0.7.0 anyio-4.13.0 came-pytorch-0.1.3 click-8.4.0 dadaptation-3.2 exceptiongroup-1.3.1 gitdb-4.0.12 gitpython-3.1.50 h11-0.16.0 httptools-0.7.1 lycoris-lora-3.0.1.dev10 platformdirs-4.9.6 pycloudflared-0.3.0 pydantic-2.13.4 pydantic-core-2.46.4 pyngrok-8.1.2 python-dotenv-1.2.2 pytorch_optimizer-3.1.2 scipy-1.15.3 sentry-sdk-2.60.0 smmap-5.0.3 starlette-1.0.0 tomli-2.4.1 typing-inspection-0.4.2 uvicorn-0.47.0 uvloop-0.22.1 wandb-0.27.0 watchfiles-1.2.0 websockets-16.0 wheel-0.47.0 completed installing Found existing installation: rich 13.7.0 Uninstalling rich-13.7.0: Successfully uninstalled rich-13.7.0 ✅ Installation finished in 309 seconds. 🔄 Getting model... Download Results: gid |stat|avg speed |path/URI ======+====+===========+======================================================= f988f5|OK | 163MiB/s|//content/downloaded_model.safetensors Status Legend: (OK):download completed. Download Results: gid |stat|avg speed |path/URI ======+====+===========+======================================================= f2a2a9|OK | 237MiB/s|//content/sdxl_vae.safetensors Status Legend: (OK):download completed. 📄 Config saved to /content/drive/MyDrive/Loras/sed/training_config.toml 📄 Dataset config saved to /content/drive/MyDrive/Loras/sed/dataset_config.toml ⭐ Starting trainer... rich is not installed, using basic logging Loading settings from /content/drive/MyDrive/Loras/sed/training_config.toml... /content/drive/MyDrive/Loras/sed/training_config rich is not installed, using basic logging tokenizer_config.json: 100% 905/905 [00:00<00:00, 7.70MB/s] vocab.json: 961kB [00:00, 21.7MB/s] merges.txt: 525kB [00:00, 84.5MB/s] special_tokens_map.json: 100% 389/389 [00:00<00:00, 2.85MB/s] tokenizer.json: 2.22MB [00:00, 111MB/s] tokenizer_config.json: 100% 904/904 [00:00<00:00, 6.84MB/s] vocab.json: 862kB [00:00, 90.0MB/s] merges.txt: 525kB [00:00, 84.2MB/s] special_tokens_map.json: 100% 389/389 [00:00<00:00, 2.15MB/s] tokenizer.json: 2.22MB [00:00, 126MB/s] Loading dataset config from /content/drive/MyDrive/Loras/sed/dataset_config.toml prepare images. get image size from name of cache files 100% 404/404 [00:00<00:00, 116348.45it/s] set image size from cache files: 404/404 found directory /content/drive/MyDrive/Loras/sed/dataset contains 404 image files read caption: 76% 309/404 [01:48<00:34, 2.73it/s]neither caption file nor class tokens are found. use empty caption for /content/drive/MyDrive/Loras/sed/dataset/309.jpeg / キャプションファイルもclass tokenも見つかりませんでした。空のキャプションを使用します: /content/drive/MyDrive/Loras/sed/dataset/309.jpeg read caption: 100% 404/404 [02:23<00:00, 2.81it/s] No caption file found for 1 images. Training will continue without captions for these images. If class token exists, it will be used. / 1枚の画像にキャプションファイルが見つかりませんでした。これらの画像についてはキャプションなしで学習を続行します。class tokenが存在する場合はそれを使います。 /content/drive/MyDrive/Loras/sed/dataset/309.jpeg 808 train images with repeating. 0 reg images. no regularization images / 正則化画像が見つかりませんでした [Dataset 0] batch_size: 4 resolution: (1024, 1024) enable_bucket: True network_multiplier: 1.0 min_bucket_reso: 256 max_bucket_reso: 4096 bucket_reso_steps: 64 bucket_no_upscale: False [Subset 0 of Dataset 0] image_dir: "/content/drive/MyDrive/Loras/sed/dataset" image_count: 404 num_repeats: 2 shuffle_caption: True keep_tokens: 1 keep_tokens_separator: caption_separator: , secondary_separator: None enable_wildcard: False caption_dropout_rate: 0.0 caption_dropout_every_n_epochs: 0 caption_tag_dropout_rate: 0.0 caption_prefix: None caption_suffix: None color_aug: False flip_aug: False face_crop_aug_range: None random_crop: False token_warmup_min: 1 token_warmup_step: 0 alpha_mask: False custom_attributes: {} is_reg: False class_tokens: None caption_extension: .txt [Dataset 0] loading image sizes. 100% 404/404 [00:00<00:00, 2484602.37it/s] make buckets number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む） bucket 0: resolution (832, 1216), count: 2 bucket 1: resolution (1024, 1024), count: 804 bucket 2: resolution (1152, 896), count: 2 mean ar error (without repeats): 7.977811976167784e-05 preparing accelerator accelerator device: cuda loading model for process 0/1 load StableDiffusion checkpoint: /content/downloaded_model.safetensors building U-Net loading U-Net from checkpoint U-Net: <All keys matched successfully> building text encoders loading text encoders from checkpoint text encoder 1: <All keys matched successfully> text encoder 2: <All keys matched successfully> building VAE loading VAE from checkpoint VAE: <All keys matched successfully> load VAE: /content/sdxl_vae.safetensors additional VAE loaded Enable SDPA for U-Net import network module: networks.lora [Dataset 0] caching latents with caching strategy. caching latents... 100% 404/404 [02:47<00:00, 2.41it/s] create LoRA network. base dim (rank): 32, alpha: 16 neuron dropout: p=None, rank dropout: p=None, module dropout: p=None apply LoRA to Conv2d with kernel size (3,3). dim (rank): 32, alpha: 16.0 create LoRA for Text Encoder 1: create LoRA for Text Encoder 2: create LoRA for Text Encoder: 88 modules. create LoRA for U-Net: 788 modules. enable LoRA for text encoder: 88 modules enable LoRA for U-Net: 788 modules prepare optimizer, data loader etc. use 8-bit AdamW optimizer | {'weight_decay': 0.1, 'betas': [0.9, 0.99]} override steps. steps for 10 epochs is / 指定エポックまでのステップ数: 2030 enable full fp16 training. running training / 学習開始 num train images * repeats / 学習画像の数×繰り返し回数: 808 num reg images / 正則化画像の数: 0 num batches per epoch / 1epochのバッチ数: 203 num epochs / epoch数: 10 batch size per device / バッチサイズ: 4 gradient accumulation steps / 勾配を合計するステップ数 = 1 total optimization steps / 学習ステップ数: 2030 steps: 0% 0/2030 [00:00<?, ?it/s]unet dtype: torch.float16, device: cuda:0 text_encoder [0] dtype: torch.float16, device: cuda:0 text_encoder [1] dtype: torch.float16, device: cuda:0 epoch 1/10 epoch is incremented. current_epoch: 0, epoch: 1 steps: 10% 203/2030 [35:22<5:18:25, 10.46s/it, avr_loss=0.0933] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-01.safetensors epoch 2/10 epoch is incremented. current_epoch: 1, epoch: 2 steps: 20% 406/2030 [1:11:09<4:44:36, 10.51s/it, avr_loss=0.0928] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-02.safetensors epoch 3/10 epoch is incremented. current_epoch: 2, epoch: 3 steps: 30% 609/2030 [1:46:39<4:08:52, 10.51s/it, avr_loss=0.101] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-03.safetensors epoch 4/10 epoch is incremented. current_epoch: 3, epoch: 4 steps: 40% 812/2030 [2:22:13<3:33:20, 10.51s/it, avr_loss=0.103] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-04.safetensors epoch 5/10 epoch is incremented. current_epoch: 4, epoch: 5 steps: 50% 1015/2030 [2:57:44<2:57:44, 10.51s/it, avr_loss=0.0893] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-05.safetensors epoch 6/10 epoch is incremented. current_epoch: 5, epoch: 6 steps: 60% 1218/2030 [3:33:16<2:22:11, 10.51s/it, avr_loss=0.0881] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-06.safetensors epoch 7/10 epoch is incremented. current_epoch: 6, epoch: 7 steps: 70% 1421/2030 [4:08:48<1:46:37, 10.51s/it, avr_loss=0.0963] saving checkpoint: /content/drive/MyDrive/Loras/sed/output/sed-07.safetensors epoch 8/10 epoch is incremented. current_epoch: 7, epoch: 8 steps: 71% 1444/2030 [4:12:52<1:42:37, 10.51s/it, avr_loss=0.0973]

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