Ray Libraries (Data, Train, Tune, Serve)

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

Topic	Replies	Views	Activity
About the Ray Libraries (Data, Train, Tune, Serve) category Ray Libraries (Data, Train, Tune, Serve)	0	848	August 6, 2022
Continue Fitting Tuner Ray Tune	0	13	April 26, 2024
Changing training_iterations from 20 to 50 is more than 20x my run time Ray Tune	1	15	April 26, 2024
Passing two datasets to `map_batches` Ray Libraries (Data, Train, Tune, Serve)	0	10	April 26, 2024
Map DeploymentResponse to Dataset Ray Serve	4	63	April 26, 2024
FileNotFoundError: [WinError 206] The filename or extension is too long Ray Tune	7	1710	April 25, 2024
Kuberay sample RayService not launching serve apps Ray Serve	10	94	April 25, 2024
[Data] Pandas throwing error when iterating over batches using `Dataset.iter_batches()` Ray Data	1	25	April 25, 2024
PopulationBasedTraining Verbosity assignment not followed & no forward progress Ray Train	0	19	April 25, 2024
Model outputs variable length data Ray Data	2	44	April 24, 2024
[Ray Data] Need a custom ray.data.aggregate.AggregateFn to sum over numpy arrays Ray Libraries (Data, Train, Tune, Serve)	1	203	April 24, 2024
Map Dataset with Rolling Window Ray Data	1	38	April 22, 2024
Avoiding cross node communication ray data pipeline Ray Libraries (Data, Train, Tune, Serve)	0	18	April 22, 2024
Ray Train and sharded models with Jax--possible? Desirable? Ray Libraries (Data, Train, Tune, Serve)	2	203	April 22, 2024
[Serve] The `ray start --head --node-ip-address ip` is not working correctly in Docker. And it's not clear which ports to open Ray Serve	6	319	April 19, 2024
Ray serve deployment is not scaling up, ongoing request is always 0 Ray Serve	1	136	April 18, 2024
Optimizing Real-Time ML Model Serving with Ray Serve on AWS GPU Cluster: Best Practices and Resource Allocation Strategies Ray Data	0	33	April 18, 2024
Relationship of epochs and training itertions Ray Libraries (Data, Train, Tune, Serve)	0	27	April 17, 2024
Custom data sharing in DataParallelTrainer Ray Libraries (Data, Train, Tune, Serve)	1	38	April 16, 2024
Error issue when deploying model in ray server : AttributeError: Can't get attribute 'Router.app' on <module 'starlette.routing' from '/home/ray/anaconda3/lib/python3.8/site-packages/starlette/routing.py'> Ray Serve	0	26	April 16, 2024
Ray Column With Custom Python Dataclass Type Ray Data	2	73	April 15, 2024
AttributeError: module 'ray.tune' has no attribute 'report' Ray Libraries (Data, Train, Tune, Serve)	2	185	April 12, 2024
Benchmarks for Ray Serve? Ray Serve	6	525	April 12, 2024
XGBoostTrainer access to indices of data in Ray Dataset Ray Train	0	32	April 12, 2024
Ray Data and Train connection options Ray Libraries (Data, Train, Tune, Serve)	0	31	April 12, 2024
Challenges and Questions on Implementing Custom Sampling Strategy for CNN Training with Large Multichannel TIFF Files in Ray Ray Libraries (Data, Train, Tune, Serve)	3	76	April 11, 2024
Ray train can't run in kaggle Ray Train	2	75	April 11, 2024
How to divide data freely to worker? Ray Train	8	609	April 11, 2024
Read_binary_files does not load data from S3 in parallel Ray Data	1	64	April 9, 2024
Can we share dataset among users Ray Data	1	41	April 9, 2024