The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
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Published by github-actions[bot] 18 days ago
run.log_artifact()
no longer blocks other data uploads until the artifact upload finishes (@timoffex in https://github.com/wandb/wandb/pull/8466)rdkit-pypi
to rdkit
(@jacobromero in https://github.com/wandb/wandb/compare/WB-20894)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)Published by github-actions[bot] 22 days ago
upsert_run_queue
method to wandb.Api
. (@bcsherma in https://github.com/wandb/wandb/pull/8348)tags
parameter to wandb.Api.artifacts()
to filter artifacts by tag. (@moredatarequired in https://github.com/wandb/wandb/pull/8441)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)wandb.watch
to support auto-complete (@kptkin in https://github.com/wandb/wandb/pull/8425)/
(@KyleGoyette in https://github.com/wandb/wandb/pull/8434)a\.b
syntax in run.define_metric to refer to a dotted metric name (@jacobromero in https://github.com/wandb/wandb/pull/8445)OSError
from calling Artifact.add_file
with file paths on mounted filesystems (@tonyyli-wandb in https://github.com/wandb/wandb/pull/8473)Published by github-actions[bot] about 1 month ago
WANDB_ERROR_REPORTING=false
. This fixes a regression introduced in 0.18.0 (@kptkin in https://github.com/wandb/wandb/pull/8379)Published by github-actions[bot] about 1 month ago
Artifact.tags
and Run.log_artifact()
(@tonyyli-wandb in https://github.com/wandb/wandb/pull/8085)wandb.require("legacy-service")
at the beginning of your script. Note: In the upcoming minor release, the optionPublished by github-actions[bot] about 1 month ago
wandb.init(settings=wandb.Settings(_stats_sampling_interval=...))
(@dmitryduev in https://github.com/wandb/wandb/pull/8208)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)Published by github-actions[bot] about 2 months ago
wandb.Config
like a dictionary (@fsherry in https://github.com/wandb/wandb/pull/8129)wandb.require("legacy-service")
as the opt-out analog of wandb.require("core")
(@timoffex in https://github.com/wandb/wandb/pull/8201)newshape
argument from numpy.reshape
by @phinate in https://github.com/wandb/wandb/pull/8167
WANDB__DISABLE_SERVICE
) is deprecated and will be removed in the next minor release (@kptkin in https://github.com/wandb/wandb/pull/8193)Published by github-actions[bot] 2 months ago
libnvidia-ml.so
is unavailable when using core (@dmitryduev in https://github.com/wandb/wandb/pull/8138)define_metric("x", step_metric="x")
when using core (@timoffex in https://github.com/wandb/wandb/pull/8107)Published by dmitryduev 2 months ago
box3d
constructor for Box3D
(@timoffex in https://github.com/wandb/wandb/pull/8086)run.define_metric()
raises an error when given extraneous arguments (@timoffex in https://github.com/wandb/wandb/pull/8040)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)WANDB_MODE = offline
calling artifact.download()
now throws an error instead of stalling (@trane293 in https://github.com/wandb/wandb/pull/8009)api.runs()
regarding default sort order, missed in https://github.com/wandb/wandb/pull/7675 (@fellhorn in https://github.com/wandb/wandb/pull/8063)Published by github-actions[bot] 3 months ago
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)path_prefix
es that don't correspond to directory names when downloading artifacts (@moredatarequired in https://github.com/wandb/wandb/pull/7721)incremental=True
flag (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7939)Published by github-actions[bot] 4 months ago
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)core
that could affect run logs (@timoffex in https://github.com/wandb/wandb/pull/7889)Artifact.download(skip_cache=True)
when encountering different filesystems (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7835)Published by github-actions[bot] 4 months ago
tqdm
bars show up correctly in the Logs tab (@timoffex in https://github.com/wandb/wandb/pull/7825)Published by github-actions[bot] 4 months ago
numpy>=2
support (@dmitryduev in https://github.com/wandb/wandb/pull/7816)Artifact.delete()
on linked artifacts only removes link, not source artifact (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7742)Published by github-actions[bot] 4 months ago
api.runs().histories()
to fetch history metrics for runs that meet specified conditions (@thanos-wandb in https://github.com/wandb/wandb/pull/7690)ArtifactCollection.save()
to allow persisting changes (@amusipatla-wandb in https://github.com/wandb/wandb/pull/7555)Artifact.unlink()
to allow programmatic unlinking of artifacts (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7735)define_metric
behavior for multiple metrics in shared
mode (@dmitryduev in https://github.com/wandb/wandb/pull/7715)console_multipart
setting (@kptkin in https://github.com/wandb/wandb/pull/7694 and @dmitryduev in https://github.com/wandb/wandb/pull/7697)Api
class (@tonyyli-wandb in https://github.com/wandb/wandb/pull/7713)output.log
to logs/YYYYMMDD_HHmmss.ms_output.log
(@kptkin in https://github.com/wandb/wandb/pull/7694)unsafe=True
in use_model
calls that could potentially load and deserialize unsafe pickle files (@anandwandb in https://github.com/wandb/wandb/pull/7663)ArtifactCollection.change_type()
in favor of ArtifactCollection.save()
(@amusipatla-wandb in https://github.com/wandb/wandb/pull/7555)Published by kptkin 5 months ago
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.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)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)run.summary
for finished runs (@dmitryduev in https://github.com/wandb/wandb/pull/7440)run.save()
on Windows (@timoffex in https://github.com/wandb/wandb/pull/7412)wandb.init()
type signature including None
(@timoffex in https://github.com/wandb/wandb/pull/7563)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)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)[async]
extra and the _async_upload_concurrency_limit
setting (@moredatarequired in https://github.com/wandb/wandb/pull/7416)_except_exit
and problem
(@timoffex in https://github.com/wandb/wandb/pull/7563)_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
run.save()
not working with files inside run.dir
, introduced in previous releasePublished by kptkin 7 months ago
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
Full Changelog: https://github.com/wandb/wandb/compare/v0.16.4...v0.16.5
Published by kptkin 8 months ago
segmentio
's by @kptkin in https://github.com/wandb/wandb/pull/7027
Full Changelog: https://github.com/wandb/wandb/compare/v0.16.3...v0.16.4
Published by timoffex 9 months ago
docstrings
by @ngrayluna in https://github.com/wandb/wandb/pull/6830
Full Changelog: https://github.com/wandb/wandb/compare/v0.16.2...v0.16.3
Published by kptkin 9 months ago
wandb beta sync
feature to upload runs to W&B by @kptkin in https://github.com/wandb/wandb/pull/6620
wandb launch
command to specify priority when enqueuing jobs. by @nickpenaranda in https://github.com/wandb/wandb/pull/6705
README-libwandb-cpp.md
doc by @NinoRisteski in https://github.com/wandb/wandb/pull/6794
Full Changelog: https://github.com/wandb/wandb/compare/v0.16.1...v0.16.2
Published by dmitryduev 11 months ago
Full Changelog: https://github.com/wandb/wandb/compare/v0.16.0...v0.16.1