Add 0.8.1 release test results (#6943)

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Edward Oakes 2020-01-28 14:14:33 -08:00 committed by GitHub
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@ -144,7 +144,7 @@ This document describes the process for creating new releases.
scripts. Make sure that it is finding the version of Ray that you just
installed by checking ``ray.__version__`` and ``ray.__file__``.
Do this at least for MacOS and Linux, as well as for Python 2 and Python 3.
Do this at least for MacOS and Linux.
9. **Upload to PyPI:** Now that you've tested the wheels on the PyPI test
repository, they can be uploaded to the main PyPI repository. Be careful,

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wget https://s3-us-west-2.amazonaws.com/ray-wheels/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp35-cp35m-manylinux1_x86_64.whl
wget https://s3-us-west-2.amazonaws.com/ray-wheels/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp36-cp36m-manylinux1_x86_64.whl
wget https://s3-us-west-2.amazonaws.com/ray-wheels/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp37-cp37m-manylinux1_x86_64.whl
wget https://s3-us-west-2.amazonaws.com/ray-wheels/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp35-cp35m-macosx_10_6_intel.whl
wget https://s3-us-west-2.amazonaws.com/ray-wheels/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp36-cp36m-macosx_10_6_intel.whl
wget https://s3-us-west-2.amazonaws.com/ray-wheels/releases/$RAY_VERSION/$RAY_HASH/ray-$RAY_VERSION-cp37-cp37m-macosx_10_6_intel.whl

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# NOTE: performance decreases are related to enabling reference counting and
# pinning by default for objects passed using the ray API. 'single client get'
# results dropped because we are no longer keeping a buffer reference in object
# IDs for ray.put() objects. This shouldn't have a large impact on applications
# and will be fixed in the future by caching buffers after the first ray.get()
# on each object ID.
single client get calls per second 12550.57 +- 1835.19
single client put calls per second 6791.78 +- 176.65
single client put gigabytes per second 13.36 +- 5.7
multi client put calls per second 13503.59 +- 179.1
multi client put gigabytes per second 16.22 +- 1.36
single client tasks sync per second 1295.56 +- 42.81
single client tasks async per second 14825.7 +- 358.92
multi client tasks async per second 43699.93 +- 627.98
1:1 actor calls sync per second 2194.35 +- 57.18
1:1 actor calls async per second 6873.68 +- 87.3
1:1 actor calls concurrent per second 7285.91 +- 50.57
1:n actor calls async per second 13290.25 +- 140.2
n:n actor calls async per second 45354.88 +- 678.84
n:n actor calls with arg async per second 13668.97 +- 105.62

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+----------------------------------------+------------+-------+--------+------------------+-------------+----------+
| Trial name | status | loc | iter | total time (s) | timesteps | reward |
|----------------------------------------+------------+-------+--------+------------------+-------------+----------|
| IMPALA_BreakoutNoFrameskip-v4_84d6d8e6 | TERMINATED | | 297 | 3606.54 | 6304000 | 362.33 |
| IMPALA_BreakoutNoFrameskip-v4_84d75776 | TERMINATED | | 295 | 3605.31 | 6274500 | 361.79 |
| IMPALA_BreakoutNoFrameskip-v4_84d7c2f6 | TERMINATED | | 294 | 3606.04 | 6267500 | 298.03 |
| IMPALA_BreakoutNoFrameskip-v4_84d9bfa2 | TERMINATED | | 294 | 3609.24 | 6256500 | 358.66 |
| PPO_BreakoutNoFrameskip-v4_84dafff2 | TERMINATED | | 550 | 3605.93 | 2750000 | 34.19 |
| PPO_BreakoutNoFrameskip-v4_84dc19e6 | TERMINATED | | 546 | 3604.47 | 2730000 | 39.9 |
| PPO_BreakoutNoFrameskip-v4_84dc8be2 | TERMINATED | | 545 | 3603.96 | 2725000 | 18.28 |
| PPO_BreakoutNoFrameskip-v4_84dda946 | TERMINATED | | 549 | 3601.85 | 2745000 | 28.13 |
| APEX_BreakoutNoFrameskip-v4_84e092fa | TERMINATED | | 113 | 3622.29 | 3535840 | 18.75 |
| APEX_BreakoutNoFrameskip-v4_84e13336 | TERMINATED | | 113 | 3604.95 | 3556960 | 28.56 |
| APEX_BreakoutNoFrameskip-v4_84e44026 | TERMINATED | | 113 | 3608.22 | 3453440 | 12.88 |
| APEX_BreakoutNoFrameskip-v4_84e81cbe | TERMINATED | | 113 | 3600.83 | 3566880 | 32.35 |
| A2C_BreakoutNoFrameskip-v4_84e9aa48 | TERMINATED | | 350 | 3609.93 | 3094500 | 102.92 |
| A2C_BreakoutNoFrameskip-v4_84eb23fa | TERMINATED | | 350 | 3609.93 | 3000000 | 141.7 |
| A2C_BreakoutNoFrameskip-v4_84eba21c | TERMINATED | | 349 | 3601.24 | 3009500 | 87.86 |
| A2C_BreakoutNoFrameskip-v4_84eeb7c2 | TERMINATED | | 349 | 3600.57 | 3037500 | 83.63 |
| DQN_BreakoutNoFrameskip-v4_84efd378 | TERMINATED | | 32 | 3628.85 | 320000 | 11.45 |
| DQN_BreakoutNoFrameskip-v4_84f13bf0 | TERMINATED | | 31 | 3686.04 | 310000 | 10.33 |
| DQN_BreakoutNoFrameskip-v4_84f68b8c | TERMINATED | | 32 | 3686.78 | 320000 | 17.51 |
| DQN_BreakoutNoFrameskip-v4_84f7152a | TERMINATED | | 32 | 3601.57 | 320000 | 16.78 |
+----------------------------------------+------------+-------+--------+------------------+-------------+----------+

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== Status ==
Memory usage on this node: 37.0/480.3 GiB
Using FIFO scheduling algorithm.
Resources requested: 0/640 CPUs, 0/8 GPUs, 0.0/2526.95 GiB heap, 0.0/128.42 GiB objects
Result logdir: /home/ubuntu/ray_results/atari-impala
Number of trials: 4 (4 TERMINATED)
+---------------------------------------------+------------+-------+-----------------------------+--------+------------------+-------------+----------+
| Trial name | status | loc | env | iter | total time (s) | timesteps | reward |
|---------------------------------------------+------------+-------+-----------------------------+--------+------------------+-------------+----------|
| IMPALA_BreakoutNoFrameskip-v4_511a1830 | TERMINATED | | BreakoutNoFrameskip-v4 | 39 | 699.024 | 3050000 | 44.21 |
| IMPALA_BeamRiderNoFrameskip-v4_511b6726 | TERMINATED | | BeamRiderNoFrameskip-v4 | 37 | 664.972 | 3083500 | 449.72 |
| IMPALA_QbertNoFrameskip-v4_511bd44a | TERMINATED | | QbertNoFrameskip-v4 | 40 | 707.975 | 3088000 | 495.464 |
| IMPALA_SpaceInvadersNoFrameskip-v4_511c4858 | TERMINATED | | SpaceInvadersNoFrameskip-v4 | 38 | 680.926 | 3004500 | 380.35 |
+---------------------------------------------+------------+-------+-----------------------------+--------+------------------+-------------+----------+

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Finished in: 138.03558135032654s
Average iteration time: 1.3803531074523925s
Max iteration time: 2.4373393058776855s
Min iteration time: 0.20983195304870605s

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Stage 0 results:
Total time: 20.65841770172119
Stage 1 results:
Total time: 109.76851415634155
Average iteration time: 10.976841711997986
Max iteration time: 11.290549039840698
Min iteration time: 10.660207271575928
Stage 2 results:
Total time: 476.79087471961975
Average iteration time: 95.35772457122803
Max iteration time: 98.76972222328186
Min iteration time: 90.59104466438293
Stage 3 results:
Actor creation time: 0.07228231430053711
Total time: 2383.4370431900024