Package: tfevents 0.0.4
Daniel Falbel
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 site:https://mlverse.github.io
Last updated 6 months agofrom:db1ea23924. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 25 2024 |
| R-4.5-linux-x86_64 | OK | Dec 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 |
