Results are black images

[Oguzhanercan]

Hi, thanks for your work. When I try to edit images with your settings with your examples (I only add a line, which is enable_sequential_offload) for both flux and SD3, I get a warning which is "invalid value encountered in cast images = (images*255).round().astype("uint8") and resulting images are black. Do you have any idea about how to fix or debug this?

[fallenshock]

Hi there, thanks for taking interest in our work.
I tried to reproduce your issue by commenting out # pipe = pipe.to(device) and adding pipe.enable_sequential_cpu_offload() for both flux and sd3. I don't seem to run into any issues on my part.
Try to comment out the line that sends to GPU and see if it helps? (line 43 in run_script.py).

[Oguzhanercan]

I did but same problem, maybe the reason comes from the differences between some libraries. Can you share the output of "pip list" with me?

[matankleiner]

Our pip list:

Package                  Version
------------------------ --------------------
absl-py                  1.4.0
accelerate               0.33.0
aiohttp                  3.9.3
aiosignal                1.3.1
annotated-types          0.6.0
anykeystore              0.2
apex                     0.9.10.dev0
appdirs                  1.4.4
apturl                   0.5.2
asttokens                2.2.1
async-timeout            4.0.3
attr                     0.3.2
attrs                    23.2.0
audioread                3.0.0
backcall                 0.2.0
bcrypt                   3.1.7
beautifulsoup4           4.12.2
blinker                  1.4
blis                     0.7.11
Brlapi                   0.7.0
cachetools               5.3.0
catalogue                2.0.10
certifi                  2022.12.7
cffi                     1.15.1
chardet                  3.0.4
charset-normalizer       2.1.1
clarabel                 0.6.0
click                    8.1.3
clip                     0.2.0
clip-text-decoder        1.4.4
cloudpathlib             0.16.0
cmake                    3.25.0
colorama                 0.4.3
comm                     0.1.2
command-not-found        0.3
conda                    4.3.16
confection               0.1.4
contextlib2              21.6.0
contourpy                1.0.7
cryptacular              1.6.2
cryptography             2.8
cuda-python              12.1.0
cupshelpers              1.0
cvxpy                    1.4.2
cycler                   0.11.0
cymem                    2.0.8
Cython                   0.29.34
datasets                 2.18.0
dbus-python              1.2.16
debugpy                  1.6.6
decorator                5.1.1
defer                    1.0.6
defusedxml               0.7.1
diffusers                0.30.0
dill                     0.3.8
distlib                  0.3.6
distro                   1.4.0
distro-info              0.23+ubuntu1.1
docker-pycreds           0.4.0
duplicity                0.8.12.0
ecos                     2.0.13
einops                   0.6.1
entrypoints              0.3
et-xmlfile               1.1.0
ete3                     3.1.3
evaluate                 0.4.1
executing                1.2.0
fasteners                0.14.1
ffmpeg                   1.4
filelock                 3.9.0
fonttools                4.39.4
frozenlist               1.4.1
fsspec                   2024.6.1
ftfy                     6.1.1
future                   0.18.2
gdown                    4.7.1
gitdb                    4.0.10
GitPython                3.1.31
google-auth              2.18.1
google-auth-oauthlib     1.0.0
greenlet                 3.0.3
grpcio                   1.54.2
h5py                     3.10.0
httplib2                 0.14.0
huggingface-hub          0.24.5
hupper                   1.12.1
idna                     3.4
imageio                  2.30.0
importlib-metadata       6.0.0
importlib-resources      5.12.0
ipykernel                6.20.2
ipython                  8.9.0
ipywidgets               8.0.5
jedi                     0.18.2
Jinja2                   3.1.2
joblib                   1.2.0
jupyter_client           8.0.2
jupyter_core             5.2.0
jupyterlab-widgets       3.0.6
keyring                  18.0.1
kiwisolver               1.4.4
langcodes                3.3.0
language-selector        0.1
launchpadlib             1.10.13
lazr.restfulclient       0.14.2
lazr.uri                 1.0.3
lazy_loader              0.2
librosa                  0.9.2
lightning-utilities      0.11.0
lit                      15.0.7
llvmlite                 0.40.1rc1
lmdb                     1.4.0
lockfile                 0.12.2
loguru                   0.7.0
louis                    3.12.0
lpips                    0.1.4
macaroonbakery           1.3.1
Mako                     1.1.0
Markdown                 3.4.3
MarkupSafe               2.1.2
matplotlib               3.7.1
matplotlib-inline        0.1.6
ml-collections           0.1.1
monotonic                1.5
mpmath                   1.2.1
multidict                6.0.5
multiprocess             0.70.16
murmurhash               1.0.10
natsort                  8.2.0
nest-asyncio             1.5.6
netifaces                0.10.4
networkx                 3.0
numba                    0.57.0
numpy                    1.24.1
nvidia-cublas-cu11       11.10.3.66
nvidia-cuda-cupti-cu11   11.7.101
nvidia-cuda-nvrtc-cu11   11.7.99
nvidia-cuda-runtime-cu11 11.7.99
nvidia-cudnn-cu11        8.5.0.96
nvidia-cufft-cu11        10.9.0.58
nvidia-curand-cu11       10.2.10.91
nvidia-cusolver-cu11     11.4.0.1
nvidia-cusparse-cu11     11.7.4.91
nvidia-nccl-cu11         2.14.3
nvidia-nvtx-cu11         11.7.91
oauthlib                 3.1.0
olefile                  0.46
opencv-python            4.6.0.66
openpyxl                 3.1.0
osqp                     0.6.5
packaging                23.1
pandas                   2.0.2
paramiko                 2.6.0
parso                    0.8.3
PasteDeploy              3.1.0
pathtools                0.1.2
pbkdf2                   1.3
pexpect                  4.6.0
pickleshare              0.7.5
Pillow                   9.3.0
pip                      24.3.1
plaster                  1.1.2
plaster-pastedeploy      1.0.1
platformdirs             2.6.2
pooch                    1.7.0
preshed                  3.0.9
progressbar              2.5
promise                  2.3
prompt-toolkit           3.0.36
protobuf                 4.23.2
psutil                   5.9.5
pure-eval                0.2.2
pyarrow                  15.0.2
pyarrow-hotfix           0.6
pyasn1                   0.5.0
pyasn1-modules           0.3.0
pybind11                 2.11.1
pycairo                  1.16.2
pycosat                  0.6.6
pycparser                2.21
pycups                   1.9.73
pydantic                 2.6.4
pydantic_core            2.16.3
Pygments                 2.14.0
PyGObject                3.36.0
PyJWT                    1.7.1
pymacaroons              0.13.0
PyNaCl                   1.3.0
pyparsing                3.0.9
PyQt5                    5.15.7
PyQt5-Qt5                5.15.2
PyQt5-sip                12.11.0
pyramid                  2.0.2
pyramid-mailer           0.15.1
pyRFC3339                1.1
PySocks                  1.7.1
python-apt               2.0.1+ubuntu0.20.4.1
python-dateutil          2.8.2
python-debian            0.1.36+ubuntu1.1
python3-openid           3.2.0
pytorch-lightning        2.2.1
pytorch-pretrained-vit   0.0.7
pytz                     2023.3
PyWavelets               1.4.1
pyxdg                    0.26
PyYAML                   6.0
pyzmq                    25.0.0
qdldl                    0.1.7.post0
regex                    2019.8.19
reportlab                3.5.34
repoze.sendmail          4.4.1
requests                 2.28.1
requests-oauthlib        1.3.1
requests-unixsocket      0.2.0
resampy                  0.4.2
responses                0.18.0
rsa                      4.9
ruamel.yaml              0.18.5
ruamel.yaml.clib         0.2.8
safetensors              0.4.5
scikit-image             0.20.0
scikit-learn             1.2.2
scipy                    1.9.1
scs                      3.2.4.post1
seaborn                  0.12.2
SecretStorage            2.3.1
sentencepiece            0.2.0
sentry-sdk               1.24.0
setproctitle             1.3.2
setuptools               45.2.0
shortuuid                1.0.11
simplejson               3.16.0
six                      1.16.0
smart-open               6.4.0
smmap                    5.0.0
soundfile                0.12.1
soupsieve                2.4.1
spacy                    3.7.4
spacy-legacy             3.0.12
spacy-loggers            1.0.5
SQLAlchemy               2.0.31
srsly                    2.4.8
ssh-import-id            5.10
stack-data               0.6.2
sympy                    1.11.1
systemd-python           234
tensorboard              2.13.0
tensorboard-data-server  0.7.0
thinc                    8.2.3
threadpoolctl            3.1.0
tifffile                 2023.4.12
timm                     0.4.12
tokenizers               0.19.1
torch                    2.0.1
torch-fidelity           0.3.0
torchaudio               2.0.2
torchdata                0.7.1
torchmetrics             0.11.4
torchvision              0.15.2
tornado                  6.2
tqdm                     4.65.0
traitlets                5.9.0
transaction              4.0
transformers             4.44.2
translationstring        1.4
triton                   2.0.0
typer                    0.9.0
typing_extensions        4.8.0
tzdata                   2023.3
ubuntu-drivers-common    0.0.0
ubuntu-pro-client        8001
ufw                      0.36
unattended-upgrades      0.1
urllib3                  1.26.13
usb-creator              0.3.7
velruse                  1.1.1
venusian                 3.1.0
virtualenv               20.17.1
wadllib                  1.3.3
wandb                    0.15.3
wasabi                   1.1.2
wcwidth                  0.2.6
weasel                   0.3.4
WebOb                    1.8.7
Werkzeug                 2.3.4
wget                     3.2
wheel                    0.34.2
widgetsnbextension       4.0.6
WTForms                  3.1.2
wtforms-recaptcha        0.3.2
xkit                     0.0.0
xxhash                   3.4.1
yacs                     0.1.8
yarl                     1.9.4
zipp                     3.15.0
zope.deprecation         5.0
zope.interface           6.4.post2
zope.sqlalchemy          3.1

Note that it also includes many unnecessary packages.