bug for ModelCheckpoint(monitor='val_0_loss_epoch/dataloader_idx_0')

[mingyueqingfeng2022]

Hello!

Thanks for open-sourcing the code! In reproducing your code of objcet detection I encountered the following issue：

lightning.fabric.utilities.exceptions.MisconfigurationException: ModelCheckpoint(monitor='val_0_loss_epoch/dataloader_idx_0') could not find the monitored key in the returned metrics: ['lr-AdamW/pg1', 'lr-AdamW/pg2', 'lr-AdamW/pg3', 'lr-AdamW/pg4', 'lr-AdamW/pg5', 'train_loss', 'val_mAP_pascal', 'val_mAP_50_pascal', 'pascal_eval_2007_val_mAP_pascal', 'pascal_eval_2007_val_mAP_50_pascal', 'pascal_eval_2007_val_mAP_75_pascal', 'pascal_eval_2012_val_mAP_pascal', 'pascal_eval_2012_val_mAP_50_pascal', 'pascal_eval_2012_val_mAP_75_pascal', 'epoch', 'step']. HINT: Did you call log('val_0_loss_epoch/dataloader_idx_0', value) in the LightningModule? → This issues allows your code to run only one training epoch, resulting in an inability to reproduce the results of your paper.

My training environment is：

_libgcc_mutex 0.1 main https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
_openmp_mutex 5.1 1_gnu https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
absl-py 2.1.0 pypi_0 pypi
aiohttp 3.9.5 pypi_0 pypi
aiosignal 1.3.1 pypi_0 pypi
antlr4-python3-runtime 4.9.3 pypi_0 pypi
anyio 4.3.0 pypi_0 pypi
arrow 1.3.0 pypi_0 pypi
async-timeout 4.0.3 pypi_0 pypi
attrs 23.2.0 pypi_0 pypi
beautifulsoup4 4.12.3 pypi_0 pypi
black 24.4.0 pypi_0 pypi
blas 1.0 mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
blessed 1.20.0 pypi_0 pypi
brotli-python 1.0.9 py38h6a678d5_7 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
bzip2 1.0.8 h5eee18b_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ca-certificates 2024.3.11 h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cachetools 5.3.3 pypi_0 pypi
certifi 2024.2.2 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
chainer 7.8.1 pypi_0 pypi
chainercv 0.13.1 pypi_0 pypi
charset-normalizer 2.0.4 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
click 8.1.7 pypi_0 pypi
clip 1.0 dev_0
contourpy 1.1.1 pypi_0 pypi
croniter 1.3.15 pypi_0 pypi
cuda-cudart 11.7.99 0 nvidia
cuda-cupti 11.7.101 0 nvidia
cuda-libraries 11.7.1 0 nvidia
cuda-nvrtc 11.7.99 0 nvidia
cuda-nvtx 11.7.91 0 nvidia
cuda-runtime 11.7.1 0 nvidia
cycler 0.12.1 pypi_0 pypi
dateutils 0.6.12 pypi_0 pypi
deepdiff 7.0.1 pypi_0 pypi
detectron2 0.6 dev_0
diffusers 0.24.0 pypi_0 pypi
docker-pycreds 0.4.0 pypi_0 pypi
editor 1.6.6 pypi_0 pypi
efficientnet-pytorch 0.7.1 pypi_0 pypi
einops 0.3.0 pypi_0 pypi
exceptiongroup 1.2.1 pypi_0 pypi
fastapi 0.88.0 pypi_0 pypi
ffmpeg 4.3 hf484d3e_0 pytorch
filelock 3.13.1 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
fonttools 4.51.0 pypi_0 pypi
freetype 2.12.1 h4a9f257_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
frozenlist 1.4.1 pypi_0 pypi
fsspec 2023.12.2 pypi_0 pypi
ftfy 6.2.0 pypi_0 pypi
fvcore 0.1.5.post20221221 pypi_0 pypi
gitdb 4.0.11 pypi_0 pypi
gitpython 3.1.43 pypi_0 pypi
gmp 6.2.1 h295c915_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
gmpy2 2.1.2 py38heeb90bb_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
gnutls 3.6.15 he1e5248_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
google-auth 2.29.0 pypi_0 pypi
google-auth-oauthlib 1.0.0 pypi_0 pypi
grpcio 1.62.2 pypi_0 pypi
h11 0.14.0 pypi_0 pypi
huggingface-hub 0.22.2 pypi_0 pypi
hydra-core 1.3.2 pypi_0 pypi
idna 3.4 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
imageio 2.34.1 pypi_0 pypi
importlib-metadata 7.1.0 pypi_0 pypi
importlib-resources 6.4.0 pypi_0 pypi
inquirer 3.2.4 pypi_0 pypi
intel-openmp 2023.1.0 hdb19cb5_46306 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
iopath 0.1.9 pypi_0 pypi
itsdangerous 2.2.0 pypi_0 pypi
jinja2 3.1.3 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
jmespath 1.0.1 pypi_0 pypi
jpeg 9e h5eee18b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
kiwisolver 1.4.5 pypi_0 pypi
kornia 0.6.0 pypi_0 pypi
kornia-rs 0.1.3 pypi_0 pypi
lame 3.100 h7b6447c_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lazy-loader 0.4 pypi_0 pypi
lcms2 2.12 h3be6417_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ld_impl_linux-64 2.38 h1181459_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lerc 3.0 h295c915_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libcublas 11.10.3.66 0 nvidia
libcufft 10.7.2.124 h4fbf590_0 nvidia
libcufile 1.9.1.3 0 nvidia
libcurand 10.3.5.147 0 nvidia
libcusolver 11.4.0.1 0 nvidia
libcusparse 11.7.4.91 0 nvidia
libdeflate 1.17 h5eee18b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libedit 3.1.20230828 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libffi 3.4.4 h6a678d5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libgcc-ng 11.2.0 h1234567_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libgomp 11.2.0 h1234567_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libiconv 1.16 h7f8727e_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libidn2 2.3.4 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libnpp 11.7.4.75 0 nvidia
libnvjpeg 11.8.0.2 0 nvidia
libpng 1.6.39 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libstdcxx-ng 11.2.0 h1234567_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtasn1 4.19.0 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libtiff 4.5.1 h6a678d5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libunistring 0.9.10 h27cfd23_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libwebp-base 1.3.2 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lightning 2.0.0 pypi_0 pypi
lightning-cloud 0.5.68 pypi_0 pypi
lightning-utilities 0.11.2 pypi_0 pypi
lz4-c 1.9.4 h6a678d5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
markdown 3.6 pypi_0 pypi
markdown-it-py 3.0.0 pypi_0 pypi
markupsafe 2.1.3 py38h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
matplotlib 3.7.5 pypi_0 pypi
mdurl 0.1.2 pypi_0 pypi
mkl 2023.1.0 h213fc3f_46344 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl-service 2.4.0 py38h5eee18b_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_fft 1.3.8 py38h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mkl_random 1.2.4 py38hdb19cb5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mpc 1.1.0 h10f8cd9_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mpfr 4.0.2 hb69a4c5_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
mpmath 1.3.0 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
multidict 6.0.5 pypi_0 pypi
munch 4.0.0 pypi_0 pypi
mypy-extensions 1.0.0 pypi_0 pypi
ncurses 6.4 h6a678d5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
nettle 3.7.3 hbbd107a_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
networkx 3.1 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy 1.24.3 py38hf6e8229_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
numpy-base 1.24.3 py38h060ed82_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
oauthlib 3.2.2 pypi_0 pypi
omegaconf 2.3.0 pypi_0 pypi
opencv-python 4.9.0.80 pypi_0 pypi
openh264 2.1.1 h4ff587b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
openjpeg 2.4.0 h3ad879b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
openssl 3.0.13 h7f8727e_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ordered-set 4.1.0 pypi_0 pypi
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pip 23.3.1 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
platformdirs 4.2.1 pypi_0 pypi
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pycocotools 2.0.7 pypi_0 pypi
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pyparsing 3.1.2 pypi_0 pypi
pysocks 1.7.1 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
python 3.8.19 h955ad1f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
python-dateutil 2.9.0.post0 pypi_0 pypi
python-multipart 0.0.9 pypi_0 pypi
pytorch 2.0.1 py3.8_cuda11.7_cudnn8.5.0_0 pytorch
pytorch-cuda 11.7 h778d358_5 pytorch
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regex 2024.4.16 pypi_0 pypi
requests 2.31.0 py38h06a4308_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
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rich 13.7.1 pypi_0 pypi
rsa 4.9 pypi_0 pypi
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setproctitle 1.3.3 pypi_0 pypi
setuptools 68.2.2 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
six 1.16.0 pypi_0 pypi
smmap 5.0.1 pypi_0 pypi
sniffio 1.3.1 pypi_0 pypi
soupsieve 2.5 pypi_0 pypi
sqlite 3.41.2 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
starlette 0.22.0 pypi_0 pypi
starsessions 1.3.0 pypi_0 pypi
sympy 1.12 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tabulate 0.9.0 pypi_0 pypi
taming-transformers 0.0.1 dev_0
tbb 2021.8.0 hdb19cb5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tensorboard 2.14.0 pypi_0 pypi
tensorboard-data-server 0.7.2 pypi_0 pypi
termcolor 2.4.0 pypi_0 pypi
tifffile 2023.7.10 pypi_0 pypi
timm 0.9.2 pypi_0 pypi
tk 8.6.12 h1ccaba5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tokenizers 0.19.1 pypi_0 pypi
tomli 2.0.1 pypi_0 pypi
torchaudio 2.0.2 py38_cu117 pytorch
torchmetrics 1.3.2 pypi_0 pypi
torchtriton 2.0.0 py38 pytorch
torchvision 0.15.2 py38_cu117 pytorch
tqdm 4.66.2 pypi_0 pypi
traitlets 5.14.3 pypi_0 pypi
transformers 4.41.0.dev0 pypi_0 pypi
types-python-dateutil 2.9.0.20240316 pypi_0 pypi
typing_extensions 4.9.0 py38h06a4308_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
tzdata 2024.1 pypi_0 pypi
urllib3 1.26.18 pypi_0 pypi
uvicorn 0.29.0 pypi_0 pypi
wandb 0.16.6 pypi_0 pypi
wcwidth 0.2.13 pypi_0 pypi
websocket-client 1.8.0 pypi_0 pypi
websockets 11.0.3 pypi_0 pypi
werkzeug 3.0.2 pypi_0 pypi
wheel 0.41.2 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
xmod 1.8.1 pypi_0 pypi
xz 5.4.6 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
yacs 0.1.8 pypi_0 pypi
yarl 1.9.4 pypi_0 pypi
zipp 3.18.1 pypi_0 pypi
zlib 1.2.13 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
zstd 1.5.5 hc292b87_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main

My training command is ：python train_tadp.py

Looking forward to your reply.Thanks a lot！