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Release process update (#13798)
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@@ -56,6 +56,7 @@ This checklist is meant to be used in conjunction with the RELEASE_PROCESS.rst d
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- [ ] Results added to `release/release_logs`
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- [ ] Results added to `release/release_logs`
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- [ ] stress_tests
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- [ ] stress_tests
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- [ ] unit_gpu_tests
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- [ ] unit_gpu_tests
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- [ ] Scalability Envelope Tests
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- [ ] ASAN Test
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- [ ] ASAN Test
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- [ ] K8s Test
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- [ ] K8s Test
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- [ ] K8s cluster launcher test
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- [ ] K8s cluster launcher test
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@@ -107,4 +108,4 @@ This checklist is meant to be used in conjunction with the RELEASE_PROCESS.rst d
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- [ ] PR to bump master version is merged
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- [ ] PR to bump master version is merged
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- [ ] Release is announced internally
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- [ ] Release is announced internally
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- [ ] Release is announced externally
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- [ ] Release is announced externally
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- [ ] Any code/doc changes made during the release process contributed back to master branch
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- [ ] Any code/doc changes made during the release process contributed back to master branch
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@@ -316,10 +316,11 @@ to proceed with the final stages of the release!
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of the docs, trigger a new build of the "latest" branch in
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of the docs, trigger a new build of the "latest" branch in
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readthedocs to see if that fixes it.
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readthedocs to see if that fixes it.
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7. **Update latest Docker Image:** Message Ian Rodney to bump the "latest" tag
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7. **Update latest Docker Image:** SET THE VERSION NUMBER IN `docker/fix-docker-latest.sh`, then run the script ot update the "latest" tag
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in Dockerhub for the
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in Dockerhub for the
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``rayproject/ray`` and ``rayproject/ray-ml`` Docker images to point to the Docker images built from the release. (If you have privileges in these
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``rayproject/ray`` and ``rayproject/ray-ml`` Docker images to point to the Docker images built from the release. (Make sure there is no permission denied error, you will likely have to ask Thomas for permissions).
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docker projects, you can do this step yourself.)
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Check the dockerhub to verify the update worked. https://hub.docker.com/repository/docker/rayproject/ray/tags?page=1&name=latest&ordering=last_updated
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8. **Send out an email announcing the release** to the engineering@anyscale.com
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8. **Send out an email announcing the release** to the engineering@anyscale.com
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Google group, and post a slack message in the Announcements channel of the
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Google group, and post a slack message in the Announcements channel of the
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@@ -0,0 +1,28 @@
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single client get calls per second 48106.48 +- 847.52
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single client put calls per second 42709.1 +- 84.85
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multi client put calls per second 172608.71 +- 3071.81
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single client get calls (Plasma Store) per second 10669.26 +- 286.63
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single client put calls (Plasma Store) per second 6622.51 +- 47.03
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multi client put calls (Plasma Store) per second 9804.51 +- 462.32
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single client put gigabytes per second 11.45 +- 10.79
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multi client put gigabytes per second 35.06 +- 0.26
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single client tasks sync per second 1899.11 +- 87.63
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single client tasks async per second 18599.58 +- 124.02
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multi client tasks async per second 50388.88 +- 2585.47
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1:1 actor calls sync per second 3053.21 +- 60.37
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1:1 actor calls async per second 7768.59 +- 268.78
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1:1 actor calls concurrent per second 7106.24 +- 219.87
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1:n actor calls async per second 17132.11 +- 881.8
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n:n actor calls async per second 51037.11 +- 1732.95
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n:n actor calls with arg async per second 13746.19 +- 171.94
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1:1 async-actor calls sync per second 2103.39 +- 52.51
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1:1 async-actor calls async per second 4100.13 +- 53.6
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1:1 async-actor calls with args async per second 3085.78 +- 165.8
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1:n async-actor calls async per second 13906.28 +- 363.9
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n:n async-actor calls async per second 40269.65 +- 1113.55
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client: get calls per second 2414.77 +- 43.07
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client: put calls per second 1346.13 +- 8.2
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client: remote put calls per second 58855.54 +- 849.21
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client: 1:1 actor calls sync per second 730.58 +- 11.66
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client: 1:1 actor calls async per second 774.79 +- 14.1
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client: 1:1 actor calls concurrent per second 805.73 +- 11.46
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@@ -0,0 +1,3 @@
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The test.pypi.org wheel does not match the release wheel because there was #14062 was discovered during the sanity check.
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Wheels were re-sanity checked by pip installing from s3.
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@@ -0,0 +1,27 @@
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== Status ==
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Memory usage on this node: 8.8/480.3 GiB
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Using FIFO scheduling algorithm.
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Resources requested: 0/64 CPUs, 0.0/8 GPUs, 0.0/325.83 GiB heap, 0.0/99.07 GiB objects (0/1.0 accelerator_type:V100)
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Result logdir: /home/ray/ray_results/a2c-tf-atari
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Result logdir: /home/ray/ray_results/apex-dqn-tf-atari
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Result logdir: /home/ray/ray_results/dqn-tf-atari
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Result logdir: /home/ray/ray_results/impala-tf-atari
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Result logdir: /home/ray/ray_results/ppo-tf-atari
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Result logdir: /home/ray/ray_results/sac-tf-halfcheetah-pybullet
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Number of trials: 12/12 (12 TERMINATED)
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+-------------------------------------------+------------+-------+--------+------------------+---------+-----------+----------------------+----------------------+--------------------+
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| Trial name | status | loc | iter | total time (s) | ts | reward | episode_reward_max | episode_reward_min | episode_len_mean |
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|-------------------------------------------+------------+-------+--------+------------------+---------+-----------+----------------------+----------------------+--------------------|
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| A2C_BreakoutNoFrameskip-v4_e6509_00000 | TERMINATED | | 355 | 3604.01 | 4137500 | 1.86 | 10 | 0 | 815.78 |
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| A2C_BreakoutNoFrameskip-v4_e6509_00001 | TERMINATED | | 354 | 3601.32 | 4067500 | 1.79 | 10 | 0 | 803.07 |
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| APEX_BreakoutNoFrameskip-v4_e6509_00002 | TERMINATED | | 98 | 3626.91 | 7297440 | 1.4 | 9 | 0 | 739.886 |
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| APEX_BreakoutNoFrameskip-v4_e6509_00003 | TERMINATED | | 97 | 3607.18 | 7222240 | 1.17816 | 5 | 0 | 702.362 |
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| DQN_BreakoutNoFrameskip-v4_e6509_00004 | TERMINATED | | 35 | 3636.53 | 360000 | 1.25 | 6 | 0 | 710.49 |
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| DQN_BreakoutNoFrameskip-v4_e6509_00005 | TERMINATED | | 35 | 3631.05 | 360000 | 1.36 | 9 | 0 | 723.54 |
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| IMPALA_BreakoutNoFrameskip-v4_e6509_00006 | TERMINATED | | 350 | 3607.49 | 3024500 | 1.87 | 9 | 0 | 816.3 |
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| IMPALA_BreakoutNoFrameskip-v4_e6509_00007 | TERMINATED | | 349 | 3601.95 | 3025500 | 1.21 | 6 | 0 | 716.7 |
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| PPO_BreakoutNoFrameskip-v4_e6509_00008 | TERMINATED | | 1858 | 3600.41 | 9290000 | 1.69 | 10 | 0 | 792.13 |
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| PPO_BreakoutNoFrameskip-v4_e6509_00009 | TERMINATED | | 1851 | 3601.2 | 9255000 | 1.6 | 11 | 0 | 770.95 |
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| SAC_HalfCheetahBulletEnv-v0_e6509_00010 | TERMINATED | | 45 | 3670.33 | 54000 | 269.06 | 622.238 | -454.818 | 1000 |
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| SAC_HalfCheetahBulletEnv-v0_e6509_00011 | TERMINATED | | 45 | 3654.38 | 54000 | 473.166 | 628.875 | 156.264 | 1000 |
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+-------------------------------------------+------------+-------+--------+------------------+---------+-----------+----------------------+----------------------+--------------------+
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== Status ==
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Memory usage on this node: 8.6/480.3 GiB
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Using FIFO scheduling algorithm.
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Resources requested: 0/64 CPUs, 0.0/8 GPUs, 0.0/325.73 GiB heap, 0.0/99.07 GiB objects (0/1.0 accelerator_type:V100)
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Result logdir: /home/ray/ray_results/a2c-torch-atari
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Result logdir: /home/ray/ray_results/apex-dqn-torch-atari
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Result logdir: /home/ray/ray_results/dqn-torch-atari
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Result logdir: /home/ray/ray_results/impala-torch-atari
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Result logdir: /home/ray/ray_results/ppo-torch-atari
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Result logdir: /home/ray/ray_results/sac-torch-halfcheetah-pybullet
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Number of trials: 12/12 (12 TERMINATED)
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+-------------------------------------------+------------+-------+--------+------------------+---------+-----------+----------------------+----------------------+--------------------+
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| Trial name | status | loc | iter | total time (s) | ts | reward | episode_reward_max | episode_reward_min | episode_len_mean |
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|-------------------------------------------+------------+-------+--------+------------------+---------+-----------+----------------------+----------------------+--------------------|
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| A2C_BreakoutNoFrameskip-v4_a6f57_00000 | TERMINATED | | 353 | 3603.76 | 3378500 | 1.93 | 15 | 0 | 821.58 |
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| A2C_BreakoutNoFrameskip-v4_a6f57_00001 | TERMINATED | | 353 | 3608.48 | 3404500 | 1.15 | 6 | 0 | 701.51 |
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| APEX_BreakoutNoFrameskip-v4_a6f57_00002 | TERMINATED | | 113 | 3615.57 | 5680160 | 1.6381 | 9 | 0 | 773.381 |
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| APEX_BreakoutNoFrameskip-v4_a6f57_00003 | TERMINATED | | 114 | 3636.38 | 5764800 | 1.39655 | 6 | 0 | 735.914 |
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| DQN_BreakoutNoFrameskip-v4_a6f57_00004 | TERMINATED | | 27 | 3684.72 | 280000 | 1.79 | 12 | 0 | 743.6 |
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| DQN_BreakoutNoFrameskip-v4_a6f57_00005 | TERMINATED | | 27 | 3685.26 | 280000 | 1.14 | 5 | 0 | 699.19 |
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| IMPALA_BreakoutNoFrameskip-v4_a6f57_00006 | TERMINATED | | 356 | 3606.67 | 7850250 | 1.7803 | 12 | 0 | 795.455 |
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| IMPALA_BreakoutNoFrameskip-v4_a6f57_00007 | TERMINATED | | 355 | 3609.98 | 7903500 | 1.68217 | 8 | 0 | 796.659 |
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| PPO_BreakoutNoFrameskip-v4_a6f57_00008 | TERMINATED | | 1401 | 3601.51 | 7005000 | 2.61 | 10 | 0 | 897.83 |
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| PPO_BreakoutNoFrameskip-v4_a6f57_00009 | TERMINATED | | 1406 | 3600.35 | 7030000 | 1.47 | 11 | 0 | 647.8 |
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| SAC_HalfCheetahBulletEnv-v0_a6f57_00010 | TERMINATED | | 37 | 3686.44 | 46000 | 641.43 | 723.144 | 504.62 | 1000 |
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| SAC_HalfCheetahBulletEnv-v0_a6f57_00011 | TERMINATED | | 37 | 3645.16 | 46000 | 631.65 | 664.021 | 599.864 | 1000 |
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+-------------------------------------------+------------+-------+--------+------------------+---------+-----------+----------------------+----------------------+--------------------+
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Actor time: 34.21903751100001 (10000 actors) │
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Task time: 386.82114117900005 (10000 tasks) │
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PG time: 31.368525181999985 (1000 placement groups) │
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Node launch time: 756.3447095859999 (250 nodes)
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@@ -0,0 +1 @@
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Broadcast time: 135.75278311699998 (1073741824 B x 50 nodes)
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@@ -0,0 +1,5 @@
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Many args time: 11.433474627000002 (10000 args)
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Many returns time: 4.487700554 (3000 returns)
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Ray.get time: 21.957432587999996 (10000 args)
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Queued task time: 124.148238013 (1000000 tasks)
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Ray.get large object time: 35.118229127000006 (107374182400 bytes)
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Finished in: 133.60612034797668s
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Average iteration time: 1.3360581374168397s
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Max iteration time: 5.137001276016235s
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Min iteration time: 0.15551400184631348s
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Stage 0 results:
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Total time: 50.40076494216919
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Stage 1 results:
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Total time: 191.78780102729797
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Average iteration time: 19.178766775131226
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Max iteration time: 21.238199949264526
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Min iteration time: 18.299438953399658
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Stage 2 results:
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Total time: 280.4905333518982
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Average iteration time: 56.0978446483612
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Max iteration time: 56.96464133262634
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Min iteration time: 53.859785318374634
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Stage 3 results:
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Actor creation time: 0.3304018974304199
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Total time: 2303.117142677307
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Stage 4 results:
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Scheduling spread: 66.90121385927009.
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Avg placement group creating time: 0.2691924729741867 ms
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Avg placement group removing time: 0.8786630945927776 ms
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Stress Test succeed.
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