wandb

What's Changed

Added

• Add the ability to monitor the utilization metrics of Google's Cloud TPU devices (@dmitryduev in https://github.com/wandb/wandb/pull/8504)

Fixed

• Capture Nvidia GPU stats on Windows (@dmitryduev in https://github.com/wandb/wandb/pull/8524)
• Fixed a regression introduced in v0.18.2 that affected capturing the names of Nvidia GPU devices (@dmitryduev in https://github.com/wandb/wandb/pull/8503)
• run.log_artifact() no longer blocks other data uploads until the artifact upload finishes (@timoffex in https://github.com/wandb/wandb/pull/8466)
• Fixed media dependency for rdkit updated from rdkit-pypi to rdkit (@jacobromero in https://github.com/wandb/wandb/compare/WB-20894)
• Saving an artifact with many large files no longer exhausts OS threads (@timoffex in https://github.com/wandb/wandb/pull/8518)

Changed

• After artifact = run.log_artifact(), you must use artifact.wait() before operations that rely on the artifact having been uploaded. Previously, this wasn't necessary in some cases because run.log_artifact() blocked other operations on the run (@timoffex in https://github.com/wandb/wandb/pull/8466)

What's Changed

Added

• Add upsert_run_queue method to wandb.Api. (@bcsherma in https://github.com/wandb/wandb/pull/8348)
• Add tags parameter to wandb.Api.artifacts() to filter artifacts by tag. (@moredatarequired in https://github.com/wandb/wandb/pull/8441)

Fixed

• Update the signature and docstring of wandb.api.public.runs.Run.log_artifact() to support artifact tags like Run instances returned by wandb.init(). (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8414)
• Add docstring for wandb.watch to support auto-complete (@kptkin in https://github.com/wandb/wandb/pull/8425)
• Fix glob matching in define metric to work with logged keys containing / (@KyleGoyette in https://github.com/wandb/wandb/pull/8434)
• Allow a\.b syntax in run.define_metric to refer to a dotted metric name (@jacobromero in https://github.com/wandb/wandb/pull/8445)
• Fix Unknown image format error when uploading a gif through tensorboard. (@jacobromero in https://github.com/wandb/wandb/pull/8476)
• Fix OSError from calling Artifact.add_file with file paths on mounted filesystems (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8473)
• Restored compatibility for macOS versions <= 10.15 for wandb-core. (@dmitryduev in https://github.com/wandb/wandb/pull/8487)

What's Changed

Fixed

• Allow all users to read cache files when core is enabled (@moredatarequired in https://github.com/wandb/wandb/pull/8362)
• Infinite scalars logged in TensorBoard are uploaded successfully rather than skipped (@timoffex in https://github.com/wandb/wandb/pull/8380)
• Properly respect WANDB_ERROR_REPORTING=false. This fixes a regression introduced in 0.18.0 (@kptkin in https://github.com/wandb/wandb/pull/8379)

Changed

• Default to capturing requirements.txt in Run.log_code (@KyleGoyette in https://github.com/wandb/wandb/pull/7864)

What's Changed

Added

• Add support for artifact tags, via Artifact.tags and Run.log_artifact() (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8085)

Fixed

• Detect the notebook name in VS Code's built-in jupyter server (@dmitryduev in https://github.com/wandb/wandb/pull/8311)

Changed

• The new "core" backend, previously activated using wandb.require("core"), is now used by default. To revert to the legacy behavior,
  add wandb.require("legacy-service") at the beginning of your script. Note: In the upcoming minor release, the option
  to disable this new behavior will be removed (@kptkin in https://github.com/wandb/wandb/pull/7777)

What's Changed

Changed

• Changed the default system metrics sampling interval to 10 seconds without averaging, while allowing custom intervals via wandb.init(settings=wandb.Settings(_stats_sampling_interval=...)) (@dmitryduev in https://github.com/wandb/wandb/pull/8208)

Deprecated

• define_metric(summary='best', goal=...) is deprecated and soon will be removed, use define_metric(summary='min') or define_metric(summary='min') instead (@kptkin in https://github.com/wandb/wandb/pull/8219)

What's Changed

Added

• Capture SM (Streaming Multiprocessor), memory, and graphics clock speed (MHz), (un)corrected error counts, fan speed (%), and encoder utilization for Nvidia GPU devices when using core (@dmitryduev in https://github.com/wandb/wandb/pull/8144)
• Allow iterating over wandb.Config like a dictionary (@fsherry in https://github.com/wandb/wandb/pull/8129)
• PR curves, images and histograms are supported when using TensorBoard with core enabled (@timoffex in https://github.com/wandb/wandb/pull/8181, https://github.com/wandb/wandb/pull/8188, https://github.com/wandb/wandb/pull/8189)
• Added wandb.require("legacy-service") as the opt-out analog of wandb.require("core") (@timoffex in https://github.com/wandb/wandb/pull/8201)

Fixed

• Avoid leaving behind wandb-core process if user hits Ctrl+C twice (@timoffex in https://github.com/wandb/wandb/pull/8153)
• Fix deprecation warnings arising from NumPy >= 2.1 by removing newshape argument from numpy.reshape by @phinate in https://github.com/wandb/wandb/pull/8167
• Skip uploading/downloading GCS reference artifact manifest entries corresponding to folders (@amusipatla-wandb in https://github.com/wandb/wandb/pull/8084)

Deprecated

• Ability to disable the service process (WANDB__DISABLE_SERVICE) is deprecated and will be removed in the next minor release (@kptkin in https://github.com/wandb/wandb/pull/8193)

What's Changed

Fixed

• Ensure Nvidia GPU metrics are captured if libnvidia-ml.so is unavailable when using core (@dmitryduev in https://github.com/wandb/wandb/pull/8138)
• Allow define_metric("x", step_metric="x") when using core (@timoffex in https://github.com/wandb/wandb/pull/8107)
• Correctly upload empty files when using core (@timoffex in https://github.com/wandb/wandb/pull/8109)
• Fix occasional "send on closed channel" panic when finishing a run using core (@timoffex in https://github.com/wandb/wandb/pull/8140)

What's Changed

Added

• Specify job input schemas when calling manage_config_file or manage_wandb_config to create a nicer UI when launching the job (@TimH98 in https://github.com/wandb/wandb/pull/7907, https://github.com/wandb/wandb/pull/7924, https://github.com/wandb/wandb/pull/7971)
• Use the filesystem rather than protobuf messages to transport manifests with more than 100k entries to the core process (@moredatarequired in https://github.com/wandb/wandb/pull/7992)
• Adds the box3d constructor for Box3D (@timoffex in https://github.com/wandb/wandb/pull/8086)

Changed

• run.define_metric() raises an error when given extraneous arguments (@timoffex in https://github.com/wandb/wandb/pull/8040)
• In disabled mode, use the wandb.sdk.wandb_run.Run class instead of wandb.sdk.wandb_run.RunDisabled, which has been removed (@dmitryduev in https://github.com/wandb/wandb/pull/8037)
• When WANDB_MODE = offline calling artifact.download() now throws an error instead of stalling (@trane293 in https://github.com/wandb/wandb/pull/8009)

Fixed

• Correctly handle directory stubs when logging external artifact in azure storage account with Hierarchical Namespace enabled (@marijncv in https://github.com/wandb/wandb/pull/7876)
• Docstring in api.runs() regarding default sort order, missed in https://github.com/wandb/wandb/pull/7675 (@fellhorn in https://github.com/wandb/wandb/pull/8063)

What's Changed

Added

• When using wandb-core, support multipart uploads to S3 (@moredatarequired in https://github.com/wandb/wandb/pull/7659)

Changed

• run.finish() may raise an exception in cases where previously it would os._exit() (@timoffex in https://github.com/wandb/wandb/pull/7921)
• run.link_artifact() can now surface server errors. (@ibindlish in https://github.com/wandb/wandb/pull/6941)

Fixed

• Handle path_prefixes that don't correspond to directory names when downloading artifacts (@moredatarequired in https://github.com/wandb/wandb/pull/7721)
• Fix creating or updating an artifact with the incremental=True flag (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7939)

What's Changed

Added

• Support queue template variables in launch sweep scheduelr jobs (@KyleGoyette in https://github.com/wandb/wandb/pull/7787)

Fixed

• Use sys.exit() instead of os._exit() if an internal subprocess exits with a non-zero code (@timoffex in https://github.com/wandb/wandb/pull/7866)
• Fix an occasional race condition when using core that could affect run logs (@timoffex in https://github.com/wandb/wandb/pull/7889)
• Fix OSError on Artifact.download(skip_cache=True) when encountering different filesystems (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7835)

What's Changed

Fixed

• Correctly handle the netrc file on Windows (@dmitryduev in https://github.com/wandb/wandb/pull/7844)
• With core enabled, nested tqdm bars show up correctly in the Logs tab (@timoffex in https://github.com/wandb/wandb/pull/7825)
• Fix W&B Launch registry ECR regex separating tag on forward slash and period (@KyleGoyette in https://github.com/wandb/wandb/pull/7837)

What's Changed

Added

• Add prior runs when creating a sweep from the CLI (@TimH98 in https://github.com/wandb/wandb/pull/7803)

Fixed

• Fix issues with numpy>=2 support (@dmitryduev in https://github.com/wandb/wandb/pull/7816)
• Fix "UnicodeDecodeError: 'charmap'" when opening HTML files on Windows by specifying UTF-8 encoding (@KilnOfTheSecondFlame in https://github.com/wandb/wandb/pull/7730)
• Ensure Artifact.delete() on linked artifacts only removes link, not source artifact (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7742)
• Sweep runs no longer appear to be resumed when they are not (@TimH98 in https://github.com/wandb/wandb/pull/7684)

What's Changed

Added

• Added api.runs().histories() to fetch history metrics for runs that meet specified conditions (@thanos-wandb in https://github.com/wandb/wandb/pull/7690)
• Display warning when Kubernetes pod fails to schedule (@TimH98 in https://github.com/wandb/wandb/pull/7576)
• Added ArtifactCollection.save() to allow persisting changes (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7555)
• Added the ability to overwrite history of previous runs at an arbitrary step and continue logging from that step (@dannygoldstein in https://github.com/wandb/wandb/pull/7711)
• Added new Workspace API for programmatically editing W&B Workspaces (@andrewtruong in https://github.com/wandb/wandb/pull/7728)
• Added Artifact.unlink() to allow programmatic unlinking of artifacts (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7735)

Fixed

• Fix define_metric behavior for multiple metrics in shared mode (@dmitryduev in https://github.com/wandb/wandb/pull/7715)
• Correctly pass in project name to internal api from run while calling run.use_artifact() (@ibindlish in https://github.com/wandb/wandb/pull/7701)
• Correctly upload console output log files when resuming runs enabled with console_multipart setting (@kptkin in https://github.com/wandb/wandb/pull/7694 and @dmitryduev in https://github.com/wandb/wandb/pull/7697)
• Interpret non-octal strings with leading zeros as strings and not integers in sweep configs (@KyleGoyette in https://github.com/wandb/wandb/pull/7649)
• Support Azure repo URI format in Launch (@KyleGoyette in https://github.com/wandb/wandb/pull/7664)
• Fix path parsing for artifacts with aliases containing forward slashes (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7676)
• Add missing docstrings for any public methods in Api class (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7713)
• Correctly add latest alias to jobs built by the job builder (@KyleGoyette in https://github.com/wandb/wandb/pull/7727)

Changed

• Option to change naming scheme for console output logs from output.log to logs/YYYYMMDD_HHmmss.ms_output.log (@kptkin in https://github.com/wandb/wandb/pull/7694)
• Require unsafe=True in use_model calls that could potentially load and deserialize unsafe pickle files (@anandwandb in https://github.com/wandb/wandb/pull/7663)
• Update order in api.runs() to ascending to prevent duplicate responses (@thanos-wandb in https://github.com/wandb/wandb/pull/7675)
• Eliminate signed URL timeout errors during artifact file uploads in core (@moredatarequired in https://github.com/wandb/wandb/pull/7586)

Deprecated

• Deprecated ArtifactCollection.change_type() in favor of ArtifactCollection.save() (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7555)

What's Changed

Added

• The wandb package now includes the wandb-core binary (@timoffex in https://github.com/wandb/wandb/pull/7381)
  • wandb-core is a new and improved backend for the W&B SDK that focuses on performance, versatility, and robustness.
  • Currently, it is opt-in. To start using the new backend, add wandb.require("core") to your script after importing wandb.
• wandb-core now supports Artifact file caching (@moredatarequired in https://github.com/wandb/wandb/pull/7364 and https://github.com/wandb/wandb/pull/7366)
• Added artifact_exists() and artifact_collection_exists() methods to Api to check if an artifact or collection exists (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7483)
• wandb launch -u <git-uri | local-path> creates and launches a job from the given source code (@bcsherma in https://github.com/wandb/wandb/pull/7485)

Fixed

• Prevent crash on run.summary for finished runs (@dmitryduev in https://github.com/wandb/wandb/pull/7440)
• Correctly report file upload errors when using wandb-core (@moredatarequired in https://github.com/wandb/wandb/pull/7196)
• Implemented a stricter check for AMD GPU availability (@dmitryduev in https://github.com/wandb/wandb/pull/7322)
• Fixed run.save() on Windows (@timoffex in https://github.com/wandb/wandb/pull/7412)
• Show a warning instead of failing when using registries other than ECR and GAR with the Kaniko builder (@TimH98 in https://github.com/wandb/wandb/pull/7461)
• Fixed wandb.init() type signature including None (@timoffex in https://github.com/wandb/wandb/pull/7563)

Changed

• When using wandb-core need to specify a required flag (wandb.require("core")) to enable it, before it was picked up automatically (@kptkin in https://github.com/wandb/wandb/pull/7228)
• Use ETags instead of MD5 hashes for GCS reference artifacts (@moredatarequired in https://github.com/wandb/wandb/pull/7337)

Removed

• Removed the deprecated wandb.plots.* functions and top-level third-party integrations wandb.[catboost,fastai,keras,lightgbm,sacred,xgboost]. Please use wandb.plot instead of wandb.plots and wandb.integration.[catboost,fastai,keras,lightgbm,sacred,xgboost] instead of wandb.[catboost,fastai,keras,lightgbm,sacred,xgboost] (@dmitryduev in https://github.com/wandb/wandb/pull/7552)
• Removed the [async] extra and the _async_upload_concurrency_limit setting (@moredatarequired in https://github.com/wandb/wandb/pull/7416)
• Removed undocumented settings: _except_exit and problem (@timoffex in https://github.com/wandb/wandb/pull/7563)

What's Changed

Added

• Added support for overriding kaniko builder settings in the agent config by @TimH98 in https://github.com/wandb/wandb/pull/7191
• Added link to the project workspace of a run in the footer by @kptkin in https://github.com/wandb/wandb/pull/7276
• Added support for overriding stopped run grace period in the agent config by @TimH98 in https://github.com/wandb/wandb/pull/7281
• Added setting (_disable_update_check) to disable version checks during init by @kptkin in https://github.com/wandb/wandb/pull/7287
• WandbLogger.sync in the OpenAI Fine-Tuning integration gets a new log_datasets boolean argument to turn off automatic logging of datasets to Artifacts by @morganmcg1 in https://github.com/wandb/wandb/pull/7150
• Reduced default status print frequency of launch agent. Added verbosity controls to allow for increased status print frequency and printing debug information to stdout by @TimH98 in https://github.com/wandb/wandb/pull/7126

Changed

• Limit policy option on artifact cli's put() to choices, ["mutable", "immutable"] by @ibindish in https://github.com/wandb/wandb/pull/7172
• Updated artifact public api methods to handle nullable Project field on the ArtifactSequence/ArtifactCollection type, based on gorilla server changes by @ibindlish in https://github.com/wandb/wandb/pull/7201

Fixed

• Fixed run.save() not working with files inside run.dir, introduced in previous release
• Fixed wandb.login causing runs not to be associated with launch queue by @KyleGoyette in https://github.com/wandb/wandb/pull/7280
• Fixed job artifact download failing silently and causing run crash when using W&B Launch by @KyleGoyette https://github.com/wandb/wandb/pull/7285
• Fix handling of saving training files to Artifacts in the OpenAI Fine-Tuning integration by @morganmcg1 in https://github.com/wandb/wandb/pull/7150

What's Changed

Added

• Added feature to move staging files to cache (instead of copying) for mutable artifact file uploads when caching is enabled by @ibindlish in https://github.com/wandb/wandb/pull/7143
• Added support to skip caching files to the local filesystem while uploading files to artifacts by @ibindlish in https://github.com/wandb/wandb/pull/7098
• Added support to skip staging artifact files during upload by selecting a storage policy by @ibindlish in https://github.com/wandb/wandb/pull/7142
• Preliminary support for forking a run using wandb.init(fork_from=...) by @dannygoldstein in https://github.com/wandb/wandb/pull/7078
• run.save() accepts pathlib.Path values; by @timoffex in https://github.com/wandb/wandb/pull/7146

Changed

• When printing the run link point to the workspace explicitly by @kptkin in https://github.com/wandb/wandb/pull/7132

Fixed

• In case of transient server issues when creating the wandb API key kubernetes secret, we'll retry up to 5 times by @TimH98 in https://github.com/wandb/wandb/pull/7108

Removed

• When printing run's information in the terminal remove links to jobs by @kptkin in https://github.com/wandb/wandb/pull/7132

New Contributors

• @tsahota made their first contribution in https://github.com/wandb/wandb/pull/7167

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.4...v0.16.5

What's Changed

🪄 Enhancements

• feat(artifacts): Add ability to change artifact collection types by @biaslucas in https://github.com/wandb/wandb/pull/6971
• feat(launch): add support for installing deps from pyproject.toml by @bcsherma in https://github.com/wandb/wandb/pull/6964
• feat(sdk): Use a hard-coded limit for requests to the backend by @timoffex in https://github.com/wandb/wandb/pull/7058
• feat(sdk): Respect backpressure headers from backend by @timoffex in https://github.com/wandb/wandb/pull/7065
• feat(sdk): Rate-limit GraphQL and filestream separately by @timoffex in https://github.com/wandb/wandb/pull/7089
• feat(launch): support kaniko build with user-provided pvc and docker config by @bcsherma in https://github.com/wandb/wandb/pull/7059
• feat(sdk): W&B to W&B Importer by @andrewtruong in https://github.com/wandb/wandb/pull/6897

🔨 Fixes

• fix(launch): Fix passing of template variables in the sweeps-on-launch scheduler by @dannygoldstein in https://github.com/wandb/wandb/pull/6959
• fix(core): link job artifact to a run to be specified as input by @kptkin in https://github.com/wandb/wandb/pull/6940
• fix(launch): Fix sagemaker entrypoint to use given entrypoint by @KyleGoyette in https://github.com/wandb/wandb/pull/6969
• fix(core): parse upload headers correctly by @kptkin in https://github.com/wandb/wandb/pull/6983
• fix(core): properly propagate server errors by @kptkin in https://github.com/wandb/wandb/pull/6944
• fix(core): make file upload faster by using parallelism by @kptkin in https://github.com/wandb/wandb/pull/6975
• fix(core): don't send git data if it's not populated by @kptkin in https://github.com/wandb/wandb/pull/6984
• fix(sdk): fix console logging resumption, avoid overwrite by @kptkin in https://github.com/wandb/wandb/pull/6963
• fix(cli): remove hostname validation when using --host on wandb login by @Jamil in https://github.com/wandb/wandb/pull/6999
• fix(sdk): Don't discard past visualizations when resuming a run by @timoffex in https://github.com/wandb/wandb/pull/7005
• fix(core): avoid retrying on conflict status code by @kptkin in https://github.com/wandb/wandb/pull/7011
• fix(sdk): Fix visualization config merging for resumed runs in wandb-core by @timoffex in https://github.com/wandb/wandb/pull/7012
• fix(core): replace usage of standard library's json with segmentio's by @kptkin in https://github.com/wandb/wandb/pull/7027
• fix(core): remove stderr as writer for the logs by @kptkin in https://github.com/wandb/wandb/pull/7022
• fix(core): disable negative steps from initialization by @kptkin in https://github.com/wandb/wandb/pull/7030
• fix(sdk): Report API: Fix report loading in pydantic26 by @andrewtruong in https://github.com/wandb/wandb/pull/6988
• fix(artifacts): Revert "make upload request async to support progress reporting (#6497)" by @jlzhao27 in https://github.com/wandb/wandb/pull/7049
• fix(launch): Fix entrypoint specification when using a Dockerfile.wandb by @KyleGoyette in https://github.com/wandb/wandb/pull/7080
• fix(sdk): fix stream releasing probe handle too early by @jlzhao27 in https://github.com/wandb/wandb/pull/7056
• fix(launch): Always attempt to pull latest image for local container by @KyleGoyette in https://github.com/wandb/wandb/pull/7079

New Contributors

• @Jamil made their first contribution in https://github.com/wandb/wandb/pull/6999

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.3...v0.16.4

What's Changed

🪄 Enhancements

• feat(core): generate data type info in core by @dmitryduev in https://github.com/wandb/wandb/pull/6827
• feat(core): add support for Launch 🚀 by @kptkin in https://github.com/wandb/wandb/pull/6822
• feat(public-api): Added option to control number of grouped sampled runs in reports by @thanos-wandb in https://github.com/wandb/wandb/pull/6840
• feat(sdk): add shared mode to enable multiple independent writers to the same run by @dmitryduev in https://github.com/wandb/wandb/pull/6882
• perf(artifacts): Reduce artifact download latency via optional cache copy + threads by @biaslucas in https://github.com/wandb/wandb/pull/6878
• feat(artifacts): Add partial file downloads, via directory prefix by @biaslucas in https://github.com/wandb/wandb/pull/6911
• feat(integrations): Update the Diffusers Integration by @soumik12345 in https://github.com/wandb/wandb/pull/6804
• feat(integrations): Update Ultralytics Integration by @soumik12345 in https://github.com/wandb/wandb/pull/6796
• feat(integrations): Add Pytorch Lightning Fabric Logger by @ash0ts in https://github.com/wandb/wandb/pull/6919
• feat(core): update go packages by @kptkin in https://github.com/wandb/wandb/pull/6908

🔨 Fixes

• fix(launch): Remove project and runner fields from agent config by @KyleGoyette in https://github.com/wandb/wandb/pull/6818
• fix(launch): recognize deleted k8s jobs as failed by @bcsherma in https://github.com/wandb/wandb/pull/6824
• fix(launch): warn of extra fields in environment block instead of erroring by @bcsherma in https://github.com/wandb/wandb/pull/6833
• fix(sdk): entity override bug where ENVVAR is prioritized over kwargs by @biaslucas in https://github.com/wandb/wandb/pull/6843
• fix(launch): Local container runner doesn't ignore override args by @TimH98 in https://github.com/wandb/wandb/pull/6844
• fix(sdk): merge-update config with sweep/launch config by @dannygoldstein in https://github.com/wandb/wandb/pull/6841
• fix(sdk): fix retry logic in wandb-core and system_tests conftest by @dmitryduev in https://github.com/wandb/wandb/pull/6847
• fix(core): use RW locks in system monitor's assets management by @dmitryduev in https://github.com/wandb/wandb/pull/6852
• fix(launch): set build context to entrypoint dir if it contains Dockerfile.wandb by @bcsherma in https://github.com/wandb/wandb/pull/6855
• security(launch): Mount wandb api key in launch job pods from a k8s secret by @TimH98 in https://github.com/wandb/wandb/pull/6722
• fix(launch): wandb job create should not look for requirements.txt if Dockerfile.wandb is next to entrypoint by @bcsherma in https://github.com/wandb/wandb/pull/6861
• fix(sdk): fix _parse_path when only id is passed to wandb.Api().run() by @luisbergua in https://github.com/wandb/wandb/pull/6858
• fix(media): Update video.py: Fix fps bug by @stellargo in https://github.com/wandb/wandb/pull/6887
• fix(sdk): clean up temp folders by @dmitryduev in https://github.com/wandb/wandb/pull/6891
• fix(artifacts): fix long artifact paths on Windows by @ArtsiomWB in https://github.com/wandb/wandb/pull/6846
• fix(sdk): Update Report API to work with pydantic2.6 by @andrewtruong in https://github.com/wandb/wandb/pull/6925
• fix(launch): fetch all commits to enable checking out by sha by @bcsherma in https://github.com/wandb/wandb/pull/6926
• fix(sweeps): dont swallow exceptions in pyagent by @dannygoldstein in https://github.com/wandb/wandb/pull/6927
• fix(artifacts): artifact file upload progress in nexus by @ibindlish in https://github.com/wandb/wandb/pull/6939
• fix(sdk): exercise caution in system monitor when rocm-smi is installed on a system with no amd gpus by @dmitryduev in https://github.com/wandb/wandb/pull/6938
• fix(cli): typo in cli.py by @eltociear in https://github.com/wandb/wandb/pull/6892
• fix(launch): remove deadsnakes from accelerator build step by @bcsherma in https://github.com/wandb/wandb/pull/6933

📚 Docs

• docs(sdk): update sweep docstrings by @ngrayluna in https://github.com/wandb/wandb/pull/6830
• docs(sdk): Updates the Tables reference docs. by @katjacksonWB in https://github.com/wandb/wandb/pull/6880
• docs(sdk): Artifact docstrings PR by @ngrayluna in https://github.com/wandb/wandb/pull/6825

New Contributors

• @biaslucas made their first contribution in https://github.com/wandb/wandb/pull/6843
• @stellargo made their first contribution in https://github.com/wandb/wandb/pull/6887
• @timoffex made their first contribution in https://github.com/wandb/wandb/pull/6916

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.2...v0.16.3

What's Changed

🪄 Enhancements

• feat(nexus): refactor store logic and add store writer by @kptkin in https://github.com/wandb/wandb/pull/6678
• feat(nexus): add AMD GPU monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6606
• feat(nexus): add console log file upload by @kptkin in https://github.com/wandb/wandb/pull/6669
• feat(launch): add registry uri field to builders by @bcsherma in https://github.com/wandb/wandb/pull/6626
• feat(core): add wandb beta sync feature to upload runs to W&B by @kptkin in https://github.com/wandb/wandb/pull/6620
• feat(launch): CLI supports allow-listed queue parameters by @TimH98 in https://github.com/wandb/wandb/pull/6679
• feat(core): add support for requirements and patch.diff by @kptkin in https://github.com/wandb/wandb/pull/6721
• feat(core): capture SLURM-related env vars in metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6710
• feat(launch): --priority flag on wandb launch command to specify priority when enqueuing jobs. by @nickpenaranda in https://github.com/wandb/wandb/pull/6705
• feat(sdk): add verify feature to wandb login by @dmitryduev in https://github.com/wandb/wandb/pull/6747
• feat(launch): Sweeps on Launch honors selected job priority for sweep runs by @nickpenaranda in https://github.com/wandb/wandb/pull/6756
• feat(core): 🦀 commence operation SDKrab 🦀 by @dmitryduev in https://github.com/wandb/wandb/pull/6000
• feat(artifacts): make upload request async to support progress reporting by @jlzhao27 in https://github.com/wandb/wandb/pull/6497
• feat(core): add TensorBoard log dir watcher by @kptkin in https://github.com/wandb/wandb/pull/6769
• feat(core): upload wandb-summary.json and config.yaml files by @kptkin in https://github.com/wandb/wandb/pull/6781

🔨 Fixes

• fix(nexus): update error message and remove extra by @kptkin in https://github.com/wandb/wandb/pull/6667
• fix(nexus): clean up issues with file sending by @kptkin in https://github.com/wandb/wandb/pull/6677
• fix(core): add jitter to retry clients' backoff strategy by @dmitryduev in https://github.com/wandb/wandb/pull/6706
• fix(artifacts): only skip file download if digest matches by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6694
• fix(core): fix resume and add tests by @dmitryduev in https://github.com/wandb/wandb/pull/6714
• fix(launch): capture errors from the creation of k8s job from yaml by @bcsherma in https://github.com/wandb/wandb/pull/6730
• fix(launch): Get default entity before checking template vars by @TimH98 in https://github.com/wandb/wandb/pull/6745
• fix(artifacts): remove run creation for artifact downloads if not using core by @ibindlish in https://github.com/wandb/wandb/pull/6746
• fix(artifacts): Retrieve ETag for ObjectVersion instead of Object for versioned buckets by @ibindlish in https://github.com/wandb/wandb/pull/6759
• fix(artifacts): revert #6759 and read object version etag in place by @ibindlish in https://github.com/wandb/wandb/pull/6774
• fix(core): put back the upload file count by @kptkin in https://github.com/wandb/wandb/pull/6767
• fix(core): add send cancel request to sender by @dmitryduev in https://github.com/wandb/wandb/pull/6787
• fix(core): check errors in memory monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6790
• fix(sdk): add job_type flag in CLI to allow override of job_type by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6523
• fix(integrations): Handle ultralytics utils import refactor by @jthetzel in https://github.com/wandb/wandb/pull/6741
• fix(core): download artifacts with wandb-core without an active run by @dmitryduev in https://github.com/wandb/wandb/pull/6798
• fix(sdk): fix error logging matplotlib scatter plot if the minimum version of plotly library is not met by @walkingmug in https://github.com/wandb/wandb/pull/6724
• fix(sdk): allow overriding the default .netrc location with NETRC env var by @dmitryduev in https://github.com/wandb/wandb/pull/6708

📚 Docs

• docs(sdk): Corrected description for email field by @ngrayluna in https://github.com/wandb/wandb/pull/6716
• docs(core): update the README-libwandb-cpp.md doc by @NinoRisteski in https://github.com/wandb/wandb/pull/6794

New Contributors

• @jthetzel made their first contribution in https://github.com/wandb/wandb/pull/6741
• @walkingmug made their first contribution in https://github.com/wandb/wandb/pull/6724

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.1...v0.16.2

What's Changed

🪄 Enhancements

• perf(artifacts): remove recursive download by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6544
• feat(nexus): add debounce summary in handler by @kptkin in https://github.com/wandb/wandb/pull/6570
• feat(integrations): fix bug in ultralytics import and version pinning by @soumik12345 in https://github.com/wandb/wandb/pull/6605
• feat(launch): Support template variables when queueing launch runs by @KyleGoyette in https://github.com/wandb/wandb/pull/6602
• feat(cli): add --skip-console option to offline sync cli command by @kptkin in https://github.com/wandb/wandb/pull/6557
• feat(nexus): add basic graphql versioning mechanism by @dmitryduev in https://github.com/wandb/wandb/pull/6624
• feat(nexus): add Apple M* GPU stats monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6619
• feat(launch): add helper to load wandb.Config from env vars by @bcsherma in https://github.com/wandb/wandb/pull/6644
• feat(integrations): port OpenAI WandbLogger for openai-python v1.0 by @ayulockin in https://github.com/wandb/wandb/pull/6498
• feat(integrations): fix version check for openAI WandbLogger by @ayulockin in https://github.com/wandb/wandb/pull/6648
• feat(integrations): Diffusers autologger by @soumik12345 in https://github.com/wandb/wandb/pull/6561
• feat(sdk): Adding parameter to image to specify file type jpg, png, bmp, gif by @fdsig in https://github.com/wandb/wandb/pull/6280

🔨 Fixes

• fix(nexus): make offline sync work properly by @dmitryduev in https://github.com/wandb/wandb/pull/6569
• fix(launch): Fix run existence check to not depend on files being uploaded in the run by @KyleGoyette in https://github.com/wandb/wandb/pull/6548
• fix(launch): gcp storage uri verifaction failed due to improper async wrapping by @bcsherma in https://github.com/wandb/wandb/pull/6581
• fix(sdk): updating summary with nested dicts now doesn't throw an error by @ArtsiomWB in https://github.com/wandb/wandb/pull/6578
• fix(launch): Add prioritization mode to RunQueue create by @TimH98 in https://github.com/wandb/wandb/pull/6610
• fix(nexus): create symlink to the server logs in the runs folder by @kptkin in https://github.com/wandb/wandb/pull/6628
• fix(integrations): single value problem in wandb/wandb_torch.py::log_tensor_stats by @gmongaras in https://github.com/wandb/wandb/pull/6640
• fix(integrations): tmin vs tmax in wandb/wandb_torch.py::log_tensor_stats by @dmitryduev in https://github.com/wandb/wandb/pull/6641
• fix(nexus): minor fix up for non server cases by @kptkin in https://github.com/wandb/wandb/pull/6645
• fix(sdk): make old settings more robust by @dmitryduev in https://github.com/wandb/wandb/pull/6654
• fix(sdk): handle tags when resuming a run by @dmitryduev in https://github.com/wandb/wandb/pull/6660

📚 Docs

• docs(integrations): fix doc-string typo in a keras callback by @evilpegasus in https://github.com/wandb/wandb/pull/6586

New Contributors

• @evilpegasus made their first contribution in https://github.com/wandb/wandb/pull/6586
• @yogeshg made their first contribution in https://github.com/wandb/wandb/pull/6573
• @gmongaras made their first contribution in https://github.com/wandb/wandb/pull/6640

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.0...v0.16.1