1 Release published by 1 person

• ray-2.33.0 Ray-2.33.0

  published Jul 25, 2024

48 Pull requests merged by 18 people

• [release auto] use python3 for interpreter

  #46800 merged Jul 25, 2024

• [RLlib; Offline RL] Make data pipeline better configurable and tuneable for users.

  #46777 merged Jul 25, 2024

• Revert "[doc][build/02] remove local site-package files from global cache"

  #46786 merged Jul 25, 2024

• [doc][build/02] remove local site-package files from global cache

  #46781 merged Jul 25, 2024

• [air examples] remove runtime env on dependencies

  #46759 merged Jul 25, 2024

• [doc][build/01] BuildCache api class

  #46780 merged Jul 25, 2024

• [py312] Fix or skip tests+examples for Tune dependencies that do not support py312

  #46761 merged Jul 25, 2024

• [core] Change most boost::optional to std::optional

  #46779 merged Jul 25, 2024

• [train] Sort workers by node ID rather than by node IP

  #46163 merged Jul 24, 2024

• Update VLLM serving example for compatibility with new vLLM release

  #46697 merged Jul 24, 2024

• Add max queued requests docs

  #46778 merged Jul 24, 2024

• Add more information about developer tooling for docs contributions

  #46636 merged Jul 24, 2024

• [ci] update release test requirements

  #46745 merged Jul 24, 2024

• [Doc] Fix 404 "Edit on GitHub" links for autogenerated pages

  #46718 merged Jul 24, 2024

• [Data] Update Dataset.zip() docs

  #46757 merged Jul 24, 2024

• [doc][build] build doc with python 3.12

  #46772 merged Jul 24, 2024

• [ci] fix ray build

  #46775 merged Jul 24, 2024

• [ADAG] Handle one more exceptional case in DAG execution

  #46763 merged Jul 24, 2024

• [Train] Remove dead RayDatasetSpec

  #46764 merged Jul 24, 2024

• [RLlib] Remove CLI from docs (soon to be deprecated and replaced by python API).

  #46724 merged Jul 23, 2024

• [air examples] stop using runtime env deps

  #46744 merged Jul 23, 2024

• [core][experimental] Support actor as the InputNode and MultiOutputNode of an ADAG

  #46700 merged Jul 23, 2024

• Revert "Clean up CODEOWNERS"

  #46755 merged Jul 23, 2024

• [doc][build/2] upload doc build artifacts

  #46749 merged Jul 23, 2024

• [RLlib] Move DQN into the TargetNetworkAPI (and deprecate RLModuleWithTargetNetworksInterface).

  #46752 merged Jul 23, 2024

• [py12] data tests

  #46730 merged Jul 23, 2024

• doc: ignore auto-generated API files

  #46711 merged Jul 23, 2024

• [RLlib] Cleanup examples folder 22: Add 2 (count-based) curiosity examples.

  #46737 merged Jul 23, 2024

• [RLlib, Offline RL] Add user-defined schemas for data loading.

  #46738 merged Jul 23, 2024

• [doc][build/01] wrapper command for doc build

  #46743 merged Jul 23, 2024

• [Data] Fix read_tfrecords() docstring to display tfx-bsl tip

  #46717 merged Jul 22, 2024

• [ray release] change version to 2.33.0

  #46739 merged Jul 22, 2024

• [core] The New GcsClient binding

  #46186 merged Jul 22, 2024

• [RLlib] Cleanup, rename, clarify: Algorithm.workers/evaluation_workers, local_worker(), etc..

  #46726 merged Jul 22, 2024

• [RLlib] Rename all np.product usage to np.prod

  #46317 merged Jul 22, 2024

• [RLlib] Initial design for Ray-Data based offline RL Algos (on new API stack).

  #44969 merged Jul 22, 2024

• Clean up CODEOWNERS

  #46716 merged Jul 21, 2024

• [ml] update air examples dependencies

  #46723 merged Jul 20, 2024

• [core][experimental] Add an actionable log when detecting a deadlock caused by using NCCL between DAG nodes on the same actor

  #46673 merged Jul 19, 2024

• cherry pick GTM for docs

  #46708 merged Jul 19, 2024

• [Data] Remove dead execute_to_legacy_block_iterator

  #46714 merged Jul 19, 2024

• [Data] Remove ExecutionPlan.stats_summary

  #46713 merged Jul 19, 2024

• [RLlib] RLModule: Add TargetNetworkAPI and implement for APPO and SAC.

  #46656 merged Jul 19, 2024

• [Data] Add support for objects to Arrow blocks

  #45272 merged Jul 19, 2024

• Fix events row being too large

  #46701 merged Jul 19, 2024

• [Data] Log full tracebacks in tests

  #46101 merged Jul 19, 2024

• [Data] Improve filesystem retry coverage

  #46685 merged Jul 19, 2024

• [py12] serve tests

  #46671 merged Jul 19, 2024

27 Pull requests opened by 21 people

• Introducing StaleTaskError

  #46705 opened Jul 19, 2024

• [GCS] Optimize Redis query performance with `table_name:keys` dictionary

  #46706 opened Jul 19, 2024

• docs: introduce quickstart button to guides and examples

  #46715 opened Jul 19, 2024

• Add hardware stats to train_head

  #46719 opened Jul 20, 2024

• [RLlib] Add correct terminated and truncated batch sizes on zero-length episodes

  #46721 opened Jul 20, 2024

• Serve microbenchmarks perf regression

  #46725 opened Jul 20, 2024

• [core] Add string rep to the new status ChannelTimeoutError

  #46728 opened Jul 20, 2024

• [Data] Display only running actors in the denominator of the progress bar (#46384)

  #46729 opened Jul 21, 2024

• Add perf metrics for 2.33.0

  #46742 opened Jul 22, 2024

• Update rllib-env.rst

  #46750 opened Jul 23, 2024

• Clean up CODEOWNERS

  #46756 opened Jul 23, 2024

• [Prototype] Write export events to file

  #46758 opened Jul 23, 2024

• [data] Add better support for udf returns from list of datetime objects

  #46762 opened Jul 23, 2024

• [Data] Remove read task warning if size bytes not set in metadata

  #46765 opened Jul 23, 2024

• Added spaces to disallowed char for working dir

  #46767 opened Jul 24, 2024

• Fix load_code_from_local to support function without wrapper in local.

  #46770 opened Jul 24, 2024

• Support Merge code search path from env variable

  #46771 opened Jul 24, 2024

• [Data] Extend API to enable passing sample weights via ray.dataset.to_tf (#45701)

  #46784 opened Jul 25, 2024

• [core] New gcs client async no cpython

  #46788 opened Jul 25, 2024

• Bump torch from 1.12.0 to 2.2.0 in /rllib_contrib/a3c

  #46791 opened Jul 25, 2024

• [RLlib; Offline RL] RLUnplugged example on new API stack.

  #46792 opened Jul 25, 2024

• [doc][build/02] remove site-packages from global cache

  #46797 opened Jul 25, 2024

• [serve] add cmdline options to control which microbenchmarks to run

  #46798 opened Jul 25, 2024

• [RLlib] Fix bug in BC config (automatically setting new API stack related settings).

  #46799 opened Jul 25, 2024

• [Data] Truncate progress bar description

  #46801 opened Jul 25, 2024

• api check for serve

  #46805 opened Jul 25, 2024

• [serve] Deprecate passing DeploymentResponse to handle

  #46806 opened Jul 25, 2024

26 Issues closed by 12 people

• [Data] Ray Data doesn't account for object store memory from object dtypes

  #44577 closed Jul 25, 2024

• Release test microbenchmark_gpu_unstable failed

  #45573 closed Jul 25, 2024

• [python 3.12][core] fix tests for python 3.12

  #46197 closed Jul 25, 2024

• CI test linux://rllib:learning_tests_multi_agent_cartpole_appo_multi_cpu is flaky

  #46334 closed Jul 25, 2024

• Release test read_images_train_4_gpu_node_chaos.aws failed

  #46793 closed Jul 25, 2024

• Release test long_running_many_drivers.aws failed

  #46789 closed Jul 25, 2024

• Release test long_running_many_tasks.aws failed

  #46787 closed Jul 25, 2024

• Release test air_example_vicuna_13b_lightning_deepspeed_finetuning failed

  #46709 closed Jul 25, 2024

• Ray Serve with Fastapi is a lot (10x) slower than plain fastapi

  #46693 closed Jul 25, 2024

• CI test linux://python/ray/dashboard:test_serve_dashboard is flaky

  #46459 closed Jul 25, 2024

• [python 3.12][ml] fix tests for python 3.12

  #46220 closed Jul 25, 2024

• CI test windows://python/ray/tests:test_actor_retry is flaky

  #43845 closed Jul 25, 2024

• CI test linux://rllib:learning_tests_cartpole_appo_fake_gpus_old_api_stack is consistently_failing

  #45402 closed Jul 24, 2024

• [docs infra] `Edit on GitHub` button 404's for API references

  #41438 closed Jul 24, 2024

• Expired TLS certificates for docs.ray.io

  #44842 closed Jul 24, 2024

• CI test windows://python/ray/tests:test_object_spilling is flaky

  #45961 closed Jul 24, 2024

• CI test windows://python/ray/tests:test_object_spilling_asan is flaky

  #45962 closed Jul 23, 2024

• Release test dataset_shuffle_sort_1tb.aws failed

  #46734 closed Jul 23, 2024

• [RLlib] PPO does not respect `sample_timeout_s` with old and hybrid API stacks

  #45146 closed Jul 22, 2024

• Ray dashboard should not exit when GCS exits or becomes unavailable

  #45940 closed Jul 22, 2024

• Release test air_example_gptj_deepspeed_fine_tuning failed

  #46710 closed Jul 20, 2024

• CI test linux://rllib:TestLearnerGroupSyncUpdate is flaky

  #46689 closed Jul 20, 2024

• CI test linux://rllib:learning_tests_multi_agent_cartpole_impala_gpu is flaky

  #46211 closed Jul 19, 2024

• Release test single_node_oom.aws failed

  #46703 closed Jul 19, 2024

• UnicodeDecodeError: 'utf-8' codec can't decode byte 0xf8 in position 0: invalid start byte [<Ray component: tune }

  #45492 closed Jul 19, 2024

• [Data] Retry on `OSError: AWS Error NETWORK_CONNECTION during GetObject operation: curlCode: 28, Timeout was reached`

  #43803 closed Jul 19, 2024

31 Issues opened by 26 people

• [Core] Build time error due to `-Wignored-attributes`

  #46804 opened Jul 25, 2024

• Release test torch_batch_inference_hetero_10tb_parquet failed

  #46803 opened Jul 25, 2024

• [Dashboard] Move to yarn or pnpm for dashboard builds

  #46802 opened Jul 25, 2024

• [Core\aDAG] AttributeError: 'Worker' object has no attribute 'core_worker' upon destruction

  #46796 opened Jul 25, 2024

• Ray gets stuck at the second training iteration

  #46795 opened Jul 25, 2024

• [Dashboard] Document RAY_OVERRIDE_DASHBOARD_URL

  #46794 opened Jul 25, 2024

• Release test dataset_shuffle_sort_1tb.aws failed

  #46790 opened Jul 25, 2024

• [Data] Ray Data heap OOMs when using fused pandas

  #46785 opened Jul 25, 2024

• [Data][Train] TorchTrainer stalls if pre-validation is performed before training

  #46783 opened Jul 25, 2024

• Ray tasks in batch operation not completing - 144 out of 145 tasks complete but not all

  #46782 opened Jul 25, 2024

• Install Ray version 1.5.2

  #46776 opened Jul 24, 2024

• [Data] Part of Datasources moved to _internal

  #46774 opened Jul 24, 2024

• [RLlib] DQN Torch modules `__init__.py` is missing.

  #46773 opened Jul 24, 2024

• CI test linux://python/ray/train:torch_quick_start is consistently_failing

  #46769 opened Jul 24, 2024

• Ray adds path to sys.path with no __init__.py

  #46768 opened Jul 24, 2024

• [ADAG] CompiledDAGFuture does not go out of scope cleanly

  #46766 opened Jul 24, 2024

• [Core] Limited interoperability with JAX

  #46760 opened Jul 23, 2024

• [Ray Core] Type hints for actor methods

  #46754 opened Jul 23, 2024

• [Core] Resources dict corrupted during cleanup between `ray.get` calls

  #46753 opened Jul 23, 2024

• [serve] using `seve run demo:app`, it runs successfully. However, when using `serve run demo.yaml`, it throws an error: "No CUDA GPUs are available."

  #46751 opened Jul 23, 2024

• [Data] Sorting on grouped data not working with pandas format

  #46748 opened Jul 23, 2024

• [tune] ClientObjectRef is not found for client

  #46747 opened Jul 23, 2024

• [core] `retry_exceptions` for Actor ctors.

  #46746 opened Jul 22, 2024

• [tune] Can't reload a past experiment (pickling error in pyarrow?)

  #46740 opened Jul 22, 2024

• [Data] Enabling verbose_stats_logs shadows user function error

  #46736 opened Jul 22, 2024

• [ConnectionError: ray client connection timeout]

  #46733 opened Jul 22, 2024

• [Cluster] Ray cluster with necessary process only

  #46732 opened Jul 22, 2024

• [Clusters] dashboard is empty with AWS Cluster

  #46731 opened Jul 21, 2024

• Unable to find installation candidates for ray (2.32.0)

  #46727 opened Jul 20, 2024

• [data] Limit does not produce correctly sized dataset which causes `ds.schema()` to be incorrect

  #46712 opened Jul 19, 2024

• [Ray Dashboard] Support killing interactively submitted ray jobs from dashboard

  #46704 opened Jul 19, 2024

97 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [Docs][Kuberay] Documentation for Using Kuberay with TPUs

  #45924 commented on Jul 25, 2024 • 56 new comments

• [RLlib] MARWIL RLModule

  #44970 commented on Jul 25, 2024 • 19 new comments

• [Train] Decouple device-related modules and add Huawei NPU support to Ray Train

  #44086 commented on Jul 25, 2024 • 14 new comments

• [Data]Update Data progress bars to use row as the iteration unit

  #46699 commented on Jul 25, 2024 • 12 new comments

• [devprod] Add cython-lint to pre-commit

  #46663 commented on Jul 25, 2024 • 4 new comments

• [train] Updates to support `xgboost==2.1.0`

  #46667 commented on Jul 25, 2024 • 2 new comments

• [lint] upgrade flake8 and isort

  #45844 commented on Jul 25, 2024 • 0 new comments

• Bump tornado from 6.1 to 6.4.1 in /python

  #45782 commented on Jul 23, 2024 • 0 new comments

• Bump gradio from 3.50.2 to 4.36.0 in /python

  #45779 commented on Jul 23, 2024 • 0 new comments

• [Data] add arguments to pyarrow.parquet.ParquetWriter

  #45772 commented on Jul 22, 2024 • 0 new comments

• Bump pymongo from 4.3.2 to 4.6.3 in /python/requirements

  #45760 commented on Jul 23, 2024 • 0 new comments

• [core][experimental] Accelerated DAG: Infer torch.Tensor shape and metadata on first DAG execution

  #45677 commented on Jul 22, 2024 • 0 new comments

• fix dashboard process reporting on windows

  #45578 commented on Jul 22, 2024 • 0 new comments

• Bump requests from 2.31.0 to 2.32.2 in /release

  #45548 commented on Jul 23, 2024 • 0 new comments

• build(deps): bump mlflow from 2.9.2 to 2.12.1 in /python/requirements/ml

  #45390 commented on Jul 23, 2024 • 0 new comments

• [Data] should set num_returns in ray.wait inside ray data progress bar

  #46692 commented on Jul 25, 2024 • 0 new comments

• [data] add better support for list-typed fields when using `write_bigquery`

  #44564 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/ddppo

  #40155 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/crr

  #40145 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/dt

  #40142 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/alpha_zero

  #40111 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/leela_chess_zero

  #40101 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/mbmpo

  #40100 commented on Jul 22, 2024 • 0 new comments

• Bump torch from 1.12.0 to 1.13.1 in /rllib_contrib/qmix

  #40095 commented on Jul 22, 2024 • 0 new comments

• [core][experimental] Higher than expected overhead for shared memory channels with NCCL

  #45319 commented on Jul 25, 2024 • 0 new comments

• [DAG] cpu tensor returned by DAG actor method gets automatically converted to gpu tensor

  #46440 commented on Jul 25, 2024 • 0 new comments

• [Core] The actor task hangs when it is re-submitted

  #46538 commented on Jul 25, 2024 • 0 new comments

• [dashboard] Place the submit job on a separate page

  #46613 commented on Jul 19, 2024 • 0 new comments

• [core] Async Python bindings of C++ GcsClient.

  #46609 commented on Jul 22, 2024 • 0 new comments

• [util] remove pygloo support

  #46590 commented on Jul 21, 2024 • 0 new comments

• [dont review] release 2.10.0+pinterest1

  #46551 commented on Jul 25, 2024 • 0 new comments

• [Data] Enable streaming json read

  #46550 commented on Jul 25, 2024 • 0 new comments

• python/ray/autoscaler/gcp/*.yaml: change scheduling from dict to list

  #46500 commented on Jul 22, 2024 • 0 new comments

• [Doc] Add Algolia search to docs

  #46477 commented on Jul 23, 2024 • 0 new comments

• Bump certifi from 2023.11.17 to 2024.7.4 in /python

  #46454 commented on Jul 23, 2024 • 0 new comments

• [Doc][KubeRay] Add KubeRay image resize example to Ray doc page

  #46447 commented on Jul 20, 2024 • 0 new comments

• [WIP][Core] limit log for gcs_server.out

  #46423 commented on Jul 19, 2024 • 0 new comments

• [py312] fix stable diffusion doc code

  #46313 commented on Jul 19, 2024 • 0 new comments

• api check for core

  #46310 commented on Jul 25, 2024 • 0 new comments

• [WIP] CI: jemalloc & mimalloc

  #46271 commented on Jul 24, 2024 • 0 new comments

• Bump gradio from 3.50.2 to 4.36.1 in /python/requirements

  #46234 commented on Jul 25, 2024 • 0 new comments

• Pinterest/release 2.9.3+pinterest5

  #46175 commented on Jul 24, 2024 • 0 new comments

• [Dashboard] Add cleanup of `job_table` in `delete_job`

  #46173 commented on Jul 25, 2024 • 0 new comments

• Add PyFlyt waypoints example to documentation

  #46145 commented on Jul 25, 2024 • 0 new comments

• Bump urllib3 from 1.26.18 to 1.26.19 in /python

  #46109 commented on Jul 23, 2024 • 0 new comments

• Bump scikit-learn from 1.3.2 to 1.5.0 in /python/requirements

  #46108 commented on Jul 23, 2024 • 0 new comments

• [Data] Remove gaps between tasks in ray data.

  #45935 commented on Jul 23, 2024 • 0 new comments

• Bump msal from 1.18.0b1 to 1.28.0 in /python

  #45875 commented on Jul 23, 2024 • 0 new comments

• Bump azure-identity from 1.10.0 to 1.16.1 in /python

  #45874 commented on Jul 23, 2024 • 0 new comments

• [Core] Write a doc about worker processes behaviors

  #39876 commented on Jul 23, 2024 • 0 new comments

• CI test linux://rllib:examples/offline_rl/pretrain_bc_single_agent_evaluate_as_multi_agent is consistently_failing

  #46338 commented on Jul 23, 2024 • 0 new comments

• [autoscaler][gcp] wrong values for scheduling in example gcp cluster yaml files

  #46248 commented on Jul 22, 2024 • 0 new comments

• [core][experimental] Handle NCCL errors in accelerated DAGs

  #45307 commented on Jul 22, 2024 • 0 new comments

• Feature Request: Python API to get current Ray cluster information

  #14998 commented on Jul 22, 2024 • 0 new comments

• CI test linux://rllib:learning_tests_multi_agent_cartpole_appo_gpu is flaky

  #46316 commented on Jul 22, 2024 • 0 new comments

• CI test linux://rllib:test_bc is consistently_failing

  #45365 commented on Jul 22, 2024 • 0 new comments

• [RLlib]: PPO agent training error: Invalid NaN values in Normal distribution parameters

  #46442 commented on Jul 22, 2024 • 0 new comments

• [RLlib] nan value error in compute gradient policy with PPO& large state and action space

  #28283 commented on Jul 21, 2024 • 0 new comments

• [DAG] Incompatible `.execute()` API for DAG and Compiled DAG

  #46441 commented on Jul 21, 2024 • 0 new comments

• [core] Ray session conflicts with PyArrow+HDFS

  #36415 commented on Jul 21, 2024 • 0 new comments

• [Data] files written by ray-data cannot be read back

  #45801 commented on Jul 21, 2024 • 0 new comments

• [Data] More GPUs in progress bar summary than actually running

  #46384 commented on Jul 21, 2024 • 0 new comments

• [data] Bad error message when function outputs cannot be pickled

  #46642 commented on Jul 20, 2024 • 0 new comments

• [Data] Execution hangs when there are many operators in the pipeline

  #46319 commented on Jul 20, 2024 • 0 new comments

• CI test linux://rllib:learning_tests_multi_agent_cartpole_impala_multi_gpu is flaky

  #46225 commented on Jul 20, 2024 • 0 new comments

• [Data] ArrowNotImplementedError for array column after `map_batches` in pandas format

  #45732 commented on Jul 19, 2024 • 0 new comments

• [Data] Allow split by column value in Dataset

  #45634 commented on Jul 19, 2024 • 0 new comments

• [RLlib] Connectors API get_actions does not compute action_logp when actions are present.

  #44662 commented on Jul 19, 2024 • 0 new comments

• ray.tune.error.TuneError: ('Trials did not complete', [A3C_A3C_four_way_train-v0_ff741_00000])

  #46501 commented on Jul 19, 2024 • 0 new comments

• Cannot start a simple local cluster using the config.yaml - workers are not found

  #42128 commented on Jul 19, 2024 • 0 new comments

• [Serve] Streamlit example

  #46694 commented on Jul 19, 2024 • 0 new comments

• [Dashboard] Decoupling dashboard and dashboard lifetime from Ray Cluster

  #46444 commented on Jul 19, 2024 • 0 new comments

• [serve] Support resource-based autoscaling

  #44901 commented on Jul 19, 2024 • 0 new comments

• Setup Commands not running with Ray Cluster on GCP

  #46451 commented on Jul 25, 2024 • 0 new comments

• [core] Failed to build Ray from source on MacOS

  #42505 commented on Jul 25, 2024 • 0 new comments

• [core][serve] 1MB latency performance regression

  #46428 commented on Jul 25, 2024 • 0 new comments

• [RLlib] Attribute error when trying to compute action after training Multi Agent PPO with New API Stack

  #44475 commented on Jul 25, 2024 • 0 new comments

• [RLlib] New API Stack: Action masking not working with wrapper, default encoder config issue

  #44780 commented on Jul 25, 2024 • 0 new comments

• [RayService] can not support cross language

  #44261 commented on Jul 25, 2024 • 0 new comments

• [Serve] performance bottlenecked by the ProxyActor

  #42565 commented on Jul 25, 2024 • 0 new comments

• [Ray Serve] | Replicas keep failing health check under high QPS while scaling up

  #46702 commented on Jul 25, 2024 • 0 new comments

• Ray RL | Local Env Runner spinning up when it shouldn't

  #46696 commented on Jul 24, 2024 • 0 new comments

• [Ray Data] how to set spawn start method to ray, when using torch

  #46691 commented on Jul 24, 2024 • 0 new comments

• Release test air_benchmark_tensorflow_mnist_gpu_4x4.aws failed

  #46687 commented on Jul 24, 2024 • 0 new comments

• [autoscaler][aws] cloudwatch alarm config placeholders are not replaced

  #46686 commented on Jul 24, 2024 • 0 new comments

• [Data] Execution of repartition stuck at `ray.wait`

  #46674 commented on Jul 24, 2024 • 0 new comments

• [Core] Default concurrency using concurrency groups

  #46666 commented on Jul 24, 2024 • 0 new comments

• [RLlib] unexpected sample_batch in policy.postprocess_trajectory()

  #46660 commented on Jul 24, 2024 • 0 new comments

• [core] Timeline shows Ray not reusing workers.

  #46658 commented on Jul 24, 2024 • 0 new comments

• Accelerated DAG: Ensure chunks are received in order on the receiver node

  #46603 commented on Jul 24, 2024 • 0 new comments

• [RuntimeEnv] RAY_RUNTIME_ENV_CREATE_WORKING_DIR not works for the env_vars

  #44633 commented on Jul 24, 2024 • 0 new comments

• [Ray Autoscaler] Autoscaler kills working nodes unexpectedly

  #46492 commented on Jul 24, 2024 • 0 new comments

• [ray local cluster] nodes marked as uninitialized

  #39565 commented on Jul 23, 2024 • 0 new comments

• [Data] Add API support for passing sample weights via ray.dataset.to_tf

  #45701 commented on Jul 23, 2024 • 0 new comments

• [Core | Jobs] Ray Cluster Affected by TensorFlow GPU Detection Bug

  #46632 commented on Jul 23, 2024 • 0 new comments

• [Serve] Add a timeout parameter for scheduling ray tasks to replicas

  #40995 commented on Jul 23, 2024 • 0 new comments

• [RLlib] Last info of episode not passed to `OutputWriter`

  #33391 commented on Jul 23, 2024 • 0 new comments