WandbLogger does not log losses with self.log() in LightningModule

Nobody has claimed this yet.

### Bug description

Hello everyone,

I have been using lightning to train my model, and relying on `WandLogger` to log metrics and losses.
As a side information, I am running the code on nodes from a cluster that disables internet access for computing nodes. Thus it requires offline wandb sync after/during the training job.

I have encountered the following behavior,
- System logs are all logged on wandb and I can access them on wandb.ai without any trouble.
- However, logging the loss values on wandb does not work using `self.log()` inside my `LightningModule`. The values are correctly printed during training, but I cannot access them on wandb.ai after sync.
- When calling `self.logger.experiment.log()`, the loss values are correctly logged and accessible on wandb.ai.

### What version are you seeing the problem on?

v2.4

### How to reproduce the bug

The main file:
```python
...
wandb_logger = WandbLogger(
project="ProjectName",
offline=True,
config=config,)
...
trainer = pl.Trainer(
max_epochs=config['training']['num_epochs'],
accumulate_grad_batches=config['training']['gradient_accumulation_steps'],
callbacks=callbacks,
devices=int(os.environ['SLURM_GPUS_ON_NODE']),
accelerator=device_type,
strategy=strategy,
logger=wandb_logger,
profiler=profiler,
enable_model_summary=True,
num_nodes=int(os.environ['SLURM_NNODES']),
detect_anomaly=config['anomaly_run'],
fast_dev_run=config['fast_dev_run'],
)
trainer.fit(pl_model,
dataset,
ckpt_path=load_pth)

```

The`LightningModule`:
```python
import lightning as pl

class MyClass(pl.LightningModule):
def __init__(self,
model: nn.Module,
config: Dict):

...

def training_step(self, batch, batch_idx):
...
asr_loss = ...
em_loss = ...
total_loss = asr_loss + em_loss

self.log("Train/ASR_step_loss",
asr_loss.item(),
prog_bar=True,
on_step=True,
on_epoch=True,
sync_dist=True,
logger=True,)
self.log("Train/total_loss",
total_loss.item(),
prog_bar=True,
on_step=True,
on_epoch=True,
sync_dist=True,
logger=True,)
self.log("Train/EM_step_loss",
loss_em.item(),
prog_bar=True,
on_step=True,
on_epoch=True,
sync_dist=True,
logger=True,)

# without this code, loss are not logged on wandb
self.logger.experiment.log(
{"Train/ASR_step_loss":
asr_loss.item()},
)
self.logger.experiment.log(
{"Train/em_loss":
em_loss.item()},
)
self.logger.experiment.log(
{"Train/total_loss":
total_loss.item()},
)

return total_loss
```

### Error messages and logs

As a side note, the wandb logs provide the following:
```
2025-02-21 11:02:09,547 ERROR MainThread:3724374 [wandb_run.py:_redirect():2320] Failed to redirect.
Traceback (most recent call last):
File "path/to/.local/lib/python3.11/site-packages/wandb/sdk/wandb_run.py", line 2313, in _redirect
out_redir.install()
File "path/to/.local/lib/python3.11/site-packages/wandb/sdk/lib/redirect.py", line 654, in install
stream.write = write
^^^^^^^^^^^^
AttributeError: 'stream.Stream' object attribute 'write' is read-only
2025-02-21 11:02:09,556 INFO MainThread:3724374 [wandb_init.py:init():1037] run started, returning control to user process
```

### Environment

Current environment

* CUDA:
- GPU:
- Tesla V100-SXM2-16GB
- available: True
- version: 12.2
* Lightning:
- efficientnet-pytorch: 0.7.1
- idr-torch: 2.2.0
- lightning: 2.4.0
- lightning-utilities: 0.11.8
- pytorch-fast-transformers: 0.4.0
- pytorch-ignite: 0.5.1
- pytorch-lightning: 2.4.0
- pytorch-msssim: 1.0.0
- pytorch-pfn-extras: 0.7.7
- pytorchvideo: 0.1.5
- segmentation-models-pytorch: 0.3.4
- torch: 2.4.0
- torch-cluster: 1.6.3
- torch-ema: 0.3
- torch-geometric: 2.6.1
- torch-scatter: 2.1.2
- torch-sparse: 0.6.18
- torch-spline-conv: 1.2.2
- torch-tb-profiler: 0.4.3
- torchao: 0.6.1
- torchaudio: 2.4.0a0+69d4077
- torchdata: 0.8.0
- torchensemble: 0.2.0
- torchinfo: 1.8.0
- torchio: 0.20.1
- torchmetrics: 1.4.3
- torchtune: 0.3.1
- torchvision: 0.19.0a0
- torchviz: 0.0.2
* Packages:
- absl-py: 2.1.0
- accelerate: 1.0.1
- addict: 2.4.0
- aenum: 3.1.15
- affine: 2.4.0
- aim: 3.25.0
- aim-ui: 3.25.0
- aimrecords: 0.0.7
- aimrocks: 0.5.2
- aiofiles: 23.2.1
- aiohappyeyeballs: 2.4.3
- aiohttp: 3.10.10
- aiohttp-cors: 0.7.0
- aiosignal: 1.3.1
- alabaster: 0.7.16
- albucore: 0.0.18
- albumentations: 1.4.18
- alembic: 1.13.3
- aniso8601: 9.0.1
- annotated-types: 0.7.0
- antlr4-python3-runtime: 4.9.3
- anyio: 4.2.0
- apex: 0.1
- appdirs: 1.4.4
- argon2-cffi: 23.1.0
- argon2-cffi-bindings: 21.2.0
- arrow: 1.3.0
- asgiref: 3.8.1
- asn1crypto: 1.5.1
- assertpy: 1.1
- astroid: 3.3.5
- astropy: 6.1.4
- astropy-iers-data: 0.2024.10.14.0.32.55
- asttokens: 2.4.1
- astunparse: 1.6.3
- async-lru: 2.0.4
- asyncssh: 2.17.0
- atomicwrites: 1.4.1
- attrs: 24.2.0
- audioread: 3.0.1
- autocommand: 2.2.2
- autopep8: 2.0.4
- av: 13.1.0
- awscli: 1.35.8
- babel: 2.16.0
- backoff: 2.2.1
- backports.tarfile: 1.2.0
- base58: 2.0.1
- basicsr: 1.4.2
- bcrypt: 4.2.0
- beautifulsoup4: 4.12.3
- binaryornot: 0.4.4
- biopython: 1.84
- bitarray: 2.5.1
- bitsandbytes: 0.44.1
- bkcharts: 0.2
- black: 24.10.0
- bleach: 6.1.0
- blinker: 1.6.2
- blis: 0.7.11
- blobfile: 3.0.0
- bokeh: 3.6.0
- boto: 2.49.0
- boto3: 1.35.42
- botocore: 1.35.42
- bottleneck: 1.4.1
- braceexpand: 0.1.7
- branca: 0.8.0
- build: 1.2.2.post1
- cachetools: 5.5.0
- catalogue: 2.0.10
- ccimport: 0.4.4
- certifi: 2024.8.30
- cffi: 1.17.1
- chardet: 5.2.0
- charset-normalizer: 3.4.0
- chroma-hnswlib: 0.7.6
- chromadb: 0.5.15
- clarabel: 0.9.0
- click: 8.1.7
- click-plugins: 1.1.1
- cligj: 0.7.2
- clip: 0.2.0
- cloudpathlib: 0.19.0
- cloudpickle: 3.1.0
- cmake: 3.30.4
- colorama: 0.4.6
- coloredlogs: 15.0.1
- colorful: 0.5.6
- colorlog: 6.8.2
- comm: 0.2.2
- compressai: 1.2.6
- confection: 0.1.5
- contourpy: 1.3.0
- cookiecutter: 2.6.0
- cryptography: 43.0.1
- cumm-cu120: 0.4.11
- cupy-cuda12x: 13.3.0
- cvxpy: 1.5.3
- cvxpylayers: 0.1.6
- cxxfilt: 0.3.0
- cycler: 0.12.1
- cymem: 2.0.8
- cytoolz: 0.12.2
- dask: 2024.8.2
- dask-expr: 1.1.13
- dask-jobqueue: 0.8.2
- databricks-sdk: 0.35.0
- dataclasses: 0.6
- dataclasses-json: 0.6.7
- datasets: 2.12.0
- debugpy: 1.8.7
- decorator: 5.1.1
- deepspeed: 0.15.2
- defusedxml: 0.7.1
- deprecated: 1.2.13
- dgl: 2.1.0
- dglgo: 0.0.2
- diff-match-patch: 20230430
- diffcp: 1.0.23
- diffusers: 0.30.3
- dill: 0.3.6
- diskcache: 5.6.3
- distarray: 0.6.0
- distlib: 0.3.9
- distributed: 2024.8.2
- distro: 1.9.0
- dm-tree: 0.1.8
- docker: 7.1.0
- docker-pycreds: 0.4.0
- docopt: 0.6.2
- docstring-parser: 0.16
- docstring-to-markdown: 0.15
- docutils: 0.21.2
- durationpy: 0.9
- eagerpy: 0.30.0
- ecos: 2.0.14
- efficientnet-pytorch: 0.7.1
- einops: 0.8.0
- embreex: 2.17.7.post5
- entrypoints: 0.4
- eo-learn: 1.5.7
- eo-learn-core: 1.5.0
- eo-learn-coregistration: 1.5.0
- eo-learn-features: 1.5.0
- eo-learn-geometry: 1.5.0
- eo-learn-io: 1.5.0
- eo-learn-mask: 1.5.0
- eo-learn-ml-tools: 1.5.0
- eo-learn-visualization: 1.5.0
- evaluate: 0.4.3
- executing: 2.1.0
- expecttest: 0.2.1
- fabric: 2.6.0
- fastai: 2.7.17
- fastapi: 0.115.2
- fastargs: 1.2.0
- fastcore: 1.7.19
- fastdownload: 0.0.7
- fastjsonschema: 2.20.0
- fastkml: 0.12
- fastmri: 0.3.0
- fastprogress: 1.0.3
- fastrlock: 0.8.2
- ffcv: 1.0.2
- ffmpy: 0.4.0
- filelock: 3.13.1
- filetype: 1.2.0
- findiff: 0.10.2
- fiona: 1.10.1
- fire: 0.7.0
- flake8: 7.1.1
- flash-attn: 2.6.1
- flask: 3.0.3
- flatbuffers: 24.3.25
- folium: 0.17.0
- fonttools: 4.54.1
- foolbox: 3.3.4
- fqdn: 1.5.1
- frozenlist: 1.4.1
- fs: 2.4.16
- fs-s3fs: 1.1.1
- fsspec: 2023.6.0
- future: 1.0.0
- fvcore: 0.1.6
- gast: 0.5.3
- geographiclib: 2.0
- geopandas: 0.14.4
- gguf: 0.10.0
- gitdb: 4.0.11
- gitpython: 3.1.43
- glob2: 0.7
- global-land-mask: 1.0.0
- gmpy2: 2.1.2
- google-api-core: 2.21.0
- google-auth: 2.35.0
- googleapis-common-protos: 1.65.0
- gradio: 5.1.0
- gradio-client: 1.4.0
- graphene: 3.3
- graphql-core: 3.2.5
- graphql-relay: 3.2.0
- graphviz: 0.20.3
- greenlet: 3.1.1
- grpcio: 1.67.0
- gunicorn: 23.0.0
- guppy3: 3.1.4.post1
- h11: 0.14.0
- h5py: 3.12.1
- heapdict: 1.0.1
- hjson: 3.1.0
- horovod: 0.28.1
- httpcore: 1.0.6
- httptools: 0.6.4
- httpx: 0.27.2
- huggingface-hub: 0.26.0
- humanfriendly: 10.0
- humanize: 4.11.0
- hydra-core: 1.3.2
- hyperpyyaml: 1.2.2
- hypothesis: 6.115.2
- idna: 3.7
- idr-accelerate: 2.0.1
- idr-env-protect: 2.0.0
- idr-pypi: 1.0.0
- idr-torch: 2.2.0
- idris: 1.0.0
- imageio: 2.33.1
- imageio-ffmpeg: 0.5.1
- imagesize: 1.4.1
- imbalanced-learn: 0.12.4
- importlib-metadata: 8.4.0
- importlib-resources: 6.4.0
- imutils: 0.5.4
- inflect: 7.3.1
- inflection: 0.5.1
- iniconfig: 1.1.1
- interegular: 0.3.3
- intervaltree: 3.1.0
- invoke: 1.6.0
- iopath: 0.1.10
- ipykernel: 6.29.5
- ipyparallel: 8.8.0
- ipython: 8.28.0
- ipython-genutils: 0.2.0
- ipywidgets: 8.1.5
- isoduration: 20.11.0
- isort: 5.13.2
- itsdangerous: 2.2.0
- jaraco.classes: 3.4.0
- jaraco.collections: 5.1.0
- jaraco.context: 6.0.1
- jaraco.functools: 4.1.0
- jaraco.text: 3.12.1
- jedi: 0.19.1
- jeepney: 0.8.0
- jellyfish: 1.1.0
- jinja2: 3.1.4
- jiter: 0.6.1
- jmespath: 1.0.1
- joblib: 1.4.2
- json5: 0.9.25
- jsonpatch: 1.33
- jsonpointer: 3.0.0
- jsonschema: 4.23.0
- jsonschema-specifications: 2024.10.1
- jupyter: 1.1.1
- jupyter-client: 8.6.0
- jupyter-console: 6.6.3
- jupyter-contrib-core: 0.4.2
- jupyter-core: 5.7.2
- jupyter-events: 0.10.0
- jupyter-lsp: 2.2.5
- jupyter-nbextensions-configurator: 0.6.4
- jupyter-server: 2.14.1
- jupyter-server-terminals: 0.4.4
- jupyter-tensorboard: 0.2.0
- jupyterlab: 4.2.5
- jupyterlab-pygments: 0.1.2
- jupyterlab-server: 2.27.3
- jupyterlab-widgets: 3.0.13
- jupyterquiz: 2.6.3
- keyring: 25.4.1
- kiwisolver: 1.4.7
- kornia: 0.7.3
- kornia-rs: 0.1.5
- kubernetes: 31.0.0
- langchain: 0.3.3
- langchain-core: 0.3.12
- langchain-text-splitters: 0.3.0
- langcodes: 3.4.1
- langsmith: 0.1.136
- language-data: 1.2.0
- lapjv: 1.3.27
- lark: 1.2.2
- lazy-loader: 0.4
- librosa: 0.10.2.post1
- lief: 0.15.1
- lightgbm: 4.5.0
- lightning: 2.4.0
- lightning-utilities: 0.11.8
- linkify-it-py: 2.0.3
- lintrunner: 0.12.5
- littleutils: 0.2.4
- llvmlite: 0.43.0
- lm-format-enforcer: 0.10.6
- lmdb: 1.4.1
- locket: 1.0.0
- lpips: 0.1.4
- lxml: 5.2.1
- mako: 1.3.5
- manifold3d: 2.5.1
- mapbox-earcut: 1.0.2
- marisa-trie: 1.2.1
- markdown: 3.7
- markdown-it-py: 3.0.0
- markupsafe: 2.1.5
- marshmallow: 3.22.0
- matplotlib: 3.9.2
- matplotlib-inline: 0.1.7
- mccabe: 0.7.0
- mdit-py-plugins: 0.4.2
- mdurl: 0.1.2
- megatron-lm: 3.0.0
- memray: 1.14.0
- mistral-common: 1.4.4
- mistune: 3.0.2
- mizani: 0.11.4
- mlconfig: 0.2.2
- mlflow: 2.17.0
- mlflow-skinny: 2.17.0
- mmcv: 2.2.0
- mmengine: 0.10.5
- mmh3: 5.0.1
- mock: 4.0.3
- monai: 1.3.1
- monotonic: 1.6
- more-itertools: 10.5.0
- moses: 0.10.0
- mosestokenizer: 1.2.1
- mpi4py: 4.0.1
- mpmath: 1.3.0
- msgpack: 1.0.3
- msgspec: 0.18.6
- multidict: 6.1.0
- multipledispatch: 0.6.0
- multiprocess: 0.70.14
- munch: 4.0.0
- murmurhash: 1.0.10
- mypy-extensions: 1.0.0
- natsort: 8.4.0
- nbclient: 0.10.0
- nbconvert: 7.16.4
- nbformat: 5.10.4
- nest-asyncio: 1.6.0
- networkx: 3.2.1
- nh3: 0.2.18
- nibabel: 5.3.1
- ninja: 1.11.1.1
- nltk: 3.9.1
- notebook: 6.4.12
- notebook-shim: 0.2.4
- numba: 0.60.0
- numpy: 1.26.4
- numpydoc: 1.8.0
- nvidia-dali-cuda120: 1.42.0
- nvidia-dlprof: 0.17.0
- nvidia-ml-py: 12.560.30
- nvidia-nsys-cli: 2021.3.2.12
- nvidia-nvimgcodec-cu12: 0.3.0.5
- nvidia-pyprof: 3.10.0
- oauthlib: 3.2.2
- ogb: 1.3.6
- olefile: 0.46
- omegaconf: 2.3.0
- onnxruntime: 1.19.2
- openai: 1.51.2
- openai-whisper: 20240930
- opencensus: 0.11.4
- opencensus-context: 0.1.3
- opencv-python: 4.10.0.84
- opencv-python-headless: 4.10.0.84
- openfile: 0.0.7
- opentelemetry-api: 1.27.0
- opentelemetry-exporter-otlp-proto-common: 1.27.0
- opentelemetry-exporter-otlp-proto-grpc: 1.27.0
- opentelemetry-instrumentation: 0.48b0
- opentelemetry-instrumentation-asgi: 0.48b0
- opentelemetry-instrumentation-fastapi: 0.48b0
- opentelemetry-proto: 1.27.0
- opentelemetry-sdk: 1.27.0
- opentelemetry-semantic-conventions: 0.48b0
- opentelemetry-util-http: 0.48b0
- opt-einsum: 3.4.0
- optree: 0.13.0
- optuna: 4.0.0
- orjson: 3.10.7
- osqp: 0.6.7.post3
- outdated: 0.2.2
- outlines: 0.0.46
- overrides: 7.7.0
- packaging: 24.1
- pafit: 2.0.8
- pandas: 2.2.3
- pandocfilters: 1.5.1
- parameterized: 0.9.0
- paramiko: 2.8.1
- parso: 0.8.4
- partd: 1.4.1
- partial-json-parser: 0.2.1.1.post4
- pathlib2: 2.3.6
- pathspec: 0.12.1
- patsy: 0.5.6
- pccm: 0.4.16
- peft: 0.13.2
- pexpect: 4.9.0
- photutils: 2.0.1
- pickleshare: 0.7.5
- pillow: 10.4.0
- pip: 24.2
- pkginfo: 1.10.0
- platformdirs: 3.10.0
- plotbin: 3.1.7
- plotly: 5.24.1
- plotnine: 0.13.6
- pluggy: 1.5.0
- ply: 3.11
- plyfile: 1.1
- pooch: 1.8.2
- portalocker: 2.10.1
- posthog: 3.7.0
- potpourri3d: 1.1.0
- preshed: 3.0.9
- pretrainedmodels: 0.7.4
- prettytable: 3.14.0
- prometheus-client: 0.14.1
- prometheus-fastapi-instrumentator: 7.0.0
- prompt-toolkit: 3.0.48
- propcache: 0.2.0
- proto-plus: 1.24.0
- protobuf: 4.25.5
- psutil: 6.0.0
- ptyprocess: 0.7.0
- pure-eval: 0.2.3
- py-cpuinfo: 9.0.0
- py-spy: 0.3.14
- pyairports: 2.1.1
- pyarrow: 17.0.0
- pyasn1: 0.6.1
- pyasn1-modules: 0.4.1
- pybind11: 2.12.0
- pybind11-global: 2.12.0
- pycairo: 1.23.0
- pycodestyle: 2.12.1
- pycollada: 0.8
- pyconll: 3.2.0
- pycountry: 24.6.1
- pycparser: 2.22
- pycryptodomex: 3.21.0
- pycurl: 7.45.3
- pydantic: 2.9.2
- pydantic-core: 2.23.4
- pydocstyle: 6.3.0
- pydub: 0.25.1
- pyerfa: 2.0.1.4
- pyflakes: 3.2.0
- pygeoif: 0.7
- pygithub: 2.4.0
- pygments: 2.18.0
- pygraphviz: 1.9
- pyjwt: 2.8.0
- pylint: 3.3.1
- pylint-venv: 3.0.3
- pyls-spyder: 0.4.0
- pynacl: 1.5.0
- pynndescent: 0.5.13
- pynvml: 11.5.3
- pyodbc: 5.1.0
- pyogrio: 0.10.0
- pyparsing: 3.2.0
- pypika: 0.48.9
- pyproj: 3.6.1
- pyproject-hooks: 1.2.0
- pyqt5: 5.15.11
- pyqt5-qt5: 5.15.15
- pyqt5-sip: 12.15.0
- pyqtwebengine: 5.15.7
- pyqtwebengine-qt5: 5.15.15
- pytest: 7.4.4
- python-dateutil: 2.9.0.post0
- python-dotenv: 1.0.1
- python-hostlist: 1.23.0
- python-json-logger: 2.0.7
- python-louvain: 0.16
- python-lsp-black: 2.0.0
- python-lsp-jsonrpc: 1.1.2
- python-lsp-server: 1.12.0
- python-multipart: 0.0.12
- python-slugify: 8.0.4
- pytoolconfig: 1.2.6
- pytorch-fast-transformers: 0.4.0
- pytorch-ignite: 0.5.1
- pytorch-lightning: 2.4.0
- pytorch-msssim: 1.0.0
- pytorch-pfn-extras: 0.7.7
- pytorchvideo: 0.1.5
- pyturbojpeg: 1.7.7
- pytz: 2024.2
- pyuca: 1.2
- pyxdg: 0.28
- pyyaml: 6.0.2
- pyzmq: 26.2.0
- qdarkstyle: 3.2.3
- qdldl: 0.1.7.post4
- qstylizer: 0.2.2
- qtawesome: 1.3.1
- qtconsole: 5.6.0
- qtpy: 2.4.1
- qudida: 0.0.4
- rasterio: 1.4.1
- rawpy: 0.23.1
- ray: 2.37.0
- rdkit-pypi: 2022.9.5
- readme-renderer: 44.0
- referencing: 0.35.1
- regex: 2024.9.11
- requests: 2.32.3
- requests-oauthlib: 2.0.0
- requests-toolbelt: 1.0.0
- responses: 0.13.3
- restrictedpython: 7.4
- rfc3339-validator: 0.1.4
- rfc3986: 2.0.0
- rfc3986-validator: 0.1.1
- rich: 13.9.2
- robust-laplacian: 0.2.7
- rope: 1.13.0
- rpds-py: 0.20.0
- rsa: 4.7.2
- rtree: 1.3.0
- ruamel.yaml: 0.18.6
- ruamel.yaml.clib: 0.2.8
- ruff: 0.7.0
- runstats: 2.0.0
- s3transfer: 0.10.3
- sacremoses: 0.0.53
- safetensors: 0.4.5
- scalene: 1.5.45
- scikit-image: 0.24.0
- scikit-learn: 1.5.2
- scipy: 1.14.1
- scs: 3.2.7
- seaborn: 0.13.2
- secretstorage: 3.3.3
- segmentation-models-pytorch: 0.3.4
- semantic-version: 2.10.0
- send2trash: 1.8.3
- sentence-transformers: 3.2.0
- sentencepiece: 0.2.0
- sentinelhub: 3.11.1
- sentry-sdk: 2.17.0
- setproctitle: 1.3.3
- setuptools: 75.1.0
- shap: 0.46.0
- shapely: 2.0.6
- shellingham: 1.5.4
- shtab: 1.7.1
- simplegeneric: 0.8.1
- simpleitk: 2.4.0
- simplejson: 3.19.3
- singledispatch: 3.7.0
- six: 1.16.0
- slicer: 0.0.8
- smart-open: 7.0.5
- smmap: 5.0.1
- sniffio: 1.3.1
- snowballstemmer: 2.2.0
- softadapt: 0.0.5
- sortedcontainers: 2.4.0
- soundfile: 0.12.1
- soupsieve: 2.6
- soxr: 0.5.0.post1
- spacy: 3.7.5
- spacy-legacy: 3.0.12
- spacy-loggers: 1.0.5
- spatialite: 0.0.3
- spconv-cu120: 2.3.6
- speechbrain: 1.0.1
- sphinx: 7.3.7
- sphinxcontrib-applehelp: 2.0.0
- sphinxcontrib-devhelp: 2.0.0
- sphinxcontrib-htmlhelp: 2.1.0
- sphinxcontrib-jsmath: 1.0.1
- sphinxcontrib-qthelp: 2.0.0
- sphinxcontrib-serializinghtml: 2.0.0
- sphinxcontrib-websupport: 1.2.4
- spyder: 6.0.1
- spyder-kernels: 3.0.0
- sqlalchemy: 2.0.36
- sqlparse: 0.5.1
- srsly: 2.4.8
- stack-data: 0.6.3
- starlette: 0.40.0
- statsmodels: 0.14.4
- stringzilla: 3.10.4
- superqt: 0.6.7
- svg.path: 6.3
- swifter: 1.4.0
- sympy: 1.13.3
- tabulate: 0.9.0
- tb-nightly: 2.19.0a20241017
- tblib: 1.7.0
- tenacity: 8.5.0
- tensorboard: 2.18.0
- tensorboard-data-server: 0.7.2
- tensorboardx: 2.6.2.2
- termcolor: 2.1.0
- terminado: 0.18.1
- terminaltables: 3.1.10
- text-unidecode: 1.3
- textdistance: 4.6.3
- textual: 0.83.0
- thinc: 8.2.5
- threadpoolctl: 3.5.0
- three-merge: 0.1.1
- tifffile: 2024.9.20
- tiktoken: 0.7.0
- timm: 0.9.7
- tinycss2: 1.3.0
- tinycudann: 1.7
- tokenizers: 0.19.1
- tomli: 2.0.2
- tomli-w: 1.1.0
- tomlkit: 0.12.0
- toolwrapper: 2.1.0
- toolz: 0.12.0
- torch: 2.4.0
- torch-cluster: 1.6.3
- torch-ema: 0.3
- torch-geometric: 2.6.1
- torch-scatter: 2.1.2
- torch-sparse: 0.6.18
- torch-spline-conv: 1.2.2
- torch-tb-profiler: 0.4.3
- torchao: 0.6.1
- torchaudio: 2.4.0a0+69d4077
- torchdata: 0.8.0
- torchensemble: 0.2.0
- torchinfo: 1.8.0
- torchio: 0.20.1
- torchmetrics: 1.4.3
- torchtune: 0.3.1
- torchvision: 0.19.0a0
- torchviz: 0.0.2
- tornado: 6.4.1
- tqdm: 4.66.5
- traitlets: 5.14.3
- transformers: 4.44.1
- trimesh: 4.5.0
- triton: 3.1.0
- twine: 5.1.1
- typeguard: 4.3.0
- typer: 0.12.5
- types-dataclasses: 0.6.6
- types-python-dateutil: 2.9.0.20241003
- typing-extensions: 4.12.2
- typing-inspect: 0.9.0
- tyro: 0.8.12
- tzdata: 2024.2
- uc-micro-py: 1.0.3
- uctools: 1.3.0
- ujson: 5.10.0
- ultralytics: 8.3.15
- ultralytics-thop: 2.0.9
- umap-learn: 0.5.6
- unicodecsv: 0.14.1
- unidecode: 1.3.8
- uri-template: 1.3.0
- urllib3: 2.2.3
- utm: 0.7.0
- uvicorn: 0.32.0
- uvloop: 0.19.0
- vhacdx: 0.0.8.post1
- virtualenv: 20.27.0
- vllm-flash-attn: 2.6.1
- wandb: 0.19.7
- wasabi: 1.1.3
- watchdog: 5.0.3
- watchfiles: 0.24.0
- wcwidth: 0.2.13
- weasel: 0.4.1
- webcolors: 24.8.0
- webdataset: 0.2.100
- webencodings: 0.5.1
- websocket-client: 1.8.0
- websockets: 12.0
- werkzeug: 3.0.4
- whatthepatch: 1.0.6
- wheel: 0.44.0
- widgetsnbextension: 4.0.13
- wrapt: 1.16.0
- wurlitzer: 3.1.1
- xarray: 2024.9.0
- xatlas: 0.0.9
- xeus-python: 0.15.12
- xeus-python-shell: 0.5.0
- xformers: 0.0.27.post2
- xgboost: 2.0.0
- xlsxwriter: 3.1.1
- xlwt: 1.3.0
- xmltodict: 0.13.0
- xxhash: 2.0.2
- xyzservices: 2024.9.0
- yacs: 0.1.8
- yapf: 0.40.2
- yarl: 1.15.3
- zict: 3.0.0
- zipp: 3.20.2
* System:
- OS: Linux
- architecture:
- 64bit
- ELF
- processor: x86_64
- python: 3.11.5
- release: 5.14.0-284.55.1.el9_2.x86_64
- version: #1 SMP PREEMPT_DYNAMIC Mon Feb 19 16:57:59 EST 2024

### More info

_No response_

cc @lantiga @morganmcg1 @borisdayma @scottire @parambharat

Start with the WandbLogger integration and the LightningModule self.log() calls shown in the issue, reproducing the offline run and subsequent wandb sync. Trace why system logs appear while self.log() metrics do not, then add coverage demonstrating that logged loss values are available after sync.

Written by the indexing model from the issue text.