Ray Libraries (Data, Train, Tune, Serve)

Ray Data For all questions related to Ray Data. Don’t be shy – all questions are welcome! Ray Train Ray Tune For all questions about Ray Tune. Don’t be shy - all questions welcome! Ray Serve For all questions about Ray Serve. Don’t be shy - all questions welcome!

Topic	Replies	Views	Activity
About the Ray Libraries (Data, Train, Tune, Serve) category Ray Libraries (Data, Train, Tune, Serve)	2	1009	August 6, 2024
Using 0.0.0.0 is inaccessible on same subnet Ray Serve	0	1	November 22, 2024
Loading Geotiff Images Into Ray Dataset Ray Data	3	230	November 22, 2024
Best Way to Pipeline Serve App Ray Serve	3	31	November 21, 2024
Ray data creating multiple datasets and repeating map operations on ray dashboard Ray Train	2	44	November 21, 2024
Example Image Writing Code: 'list' object has no attribute '__array_interface__' Ray Data	3	6	November 20, 2024
`map_batches` fails with Huggingface NER pipeline Ray Data	0	13	November 19, 2024
Runing ray.train.report(metrics=metrics, checkpoint=checkpoint) Async to maximize GPU usage Ray Train	0	5	November 19, 2024
Ray serve: no attribute 'add_done_callback' Ray Serve	4	807	November 18, 2024
[Data] Async functions in map_batches Ray Data	1	9	November 18, 2024
Bucketing in Ray Dataset? Ray Libraries (Data, Train, Tune, Serve)	1	7	November 18, 2024
Gpu allocation for ray serve on multi gpu environment Ray Serve	5	37	November 18, 2024
Ray dataset from IterableDataset. No lazy implementation? Ray Libraries (Data, Train, Tune, Serve)	0	7	November 15, 2024
Ray train with tensorflow Ray Train	0	11	November 15, 2024
Prioritize paused trials over starting new ones Ray Tune	0	5	November 13, 2024
Metadata fetching seems to be a sequential run Ray Data	0	4	November 12, 2024
[Tune] How are schedulers interfering with stoppers Ray Tune	0	10	November 11, 2024
Random Halt and No Error/Warnings Ray Libraries (Data, Train, Tune, Serve)	3	19	November 10, 2024
Ray split data unevenly across GPUs Ray Data	1	13	November 10, 2024
Is ray serve queue FIFO? Ray Libraries (Data, Train, Tune, Serve)	0	14	November 8, 2024
Spread trials evenly with fractional gpu resources Ray Tune	2	16	November 8, 2024
Multiple callbacks in Tune Ray Tune	1	24	November 8, 2024
Ray Tune Sync Threshold Bottleneck Ray Tune	1	15	November 8, 2024
[Data] how to schedule UDF by grouped key's order in map_groups api Ray Libraries (Data, Train, Tune, Serve)	1	6	November 8, 2024
Configuring Ray Serve Logging: JSON Formatting, Stream Handling, and CLI Output Ray Serve	1	11	November 6, 2024
Logging configuration with Ray Serve Ray Libraries (Data, Train, Tune, Serve)	2	652	November 6, 2024
[Data] How to limit the number of retries from system failures for dataset.map? Ray Data	3	18	November 1, 2024
How to post data to dynamic batch directly？ Ray Serve	1	13	October 24, 2024
[Data] map_batches is not respecting concurrency from the beginning Ray Libraries (Data, Train, Tune, Serve)	0	29	October 24, 2024
Read large webdatasets Ray Libraries (Data, Train, Tune, Serve)	1	22	October 22, 2024