Package: tfevents 0.0.4
tfevents: Write Events for 'TensorBoard'
Provides a convenient way to log scalars, images, audio, and histograms in the 'tfevent' record file format. Logged data can be visualized on the fly using 'TensorBoard', a web based tool that focuses on visualizing the training progress of machine learning models.
Authors:
tfevents_0.0.4.tar.gz
tfevents_0.0.4.tar.gz(r-4.5-noble)tfevents_0.0.4.tar.gz(r-4.4-noble)
tfevents.pdf |tfevents.html✨
tfevents/json (API)
NEWS
# Install 'tfevents' in R: |
install.packages('tfevents', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlverse/tfevents/issues
Pkgdown:https://mlverse.github.io
Last updated 6 months agofrom:db1ea23924. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 25 2024 |
R-4.5-linux-x86_64 | OK | Nov 25 2024 |
Exports:as_eventcollect_eventsevents_logdirget_default_logdirget_global_stephparams_hparamhparams_metriclocal_logdirlog_eventlog_hparamslog_hparams_configset_default_logdirset_global_stepsummary_audiosummary_histogramsummary_hparamssummary_hparams_configsummary_imagesummary_metadatasummary_scalarsummary_textvaluewith_logdir
Dependencies:blobclidigestfsgluelifecyclepngRcpprlangvctrswithrzeallot
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Coerce an object to a event. | as_event |
Collect data from tfevents records | collect_events events_logdir |
Query and modify the logdir | get_default_logdir local_logdir set_default_logdir with_logdir |
Global step counters | get_global_step set_global_step |
Defines a HParam | hparams_hparam |
Defines a Metric | hparams_metric |
Log event | log_event |
Log hyperaparameters | log_hparams summary_hparams |
Logs hyperparameters configuration | log_hparams_config summary_hparams_config |
Summary audio | summary_audio summary_audio.array summary_audio.blob summary_audio.raw |
Creates an histogram summary | summary_histogram summary_histogram.array summary_histogram.numeric |
Creates a image summary | summary_image summary_image.array summary_image.blob summary_image.ggplot summary_image.raw |
Summary metadata | summary_metadata |
Scalar event | summary_scalar |
Creates a text summary | summary_text summary_text.character |
Extracts the value of a summary value | value value.tfevents_summary_values |