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[Versioning] Add python 3.12 to setup.py #2282

Merged
merged 11 commits into from
Jul 28, 2024
Merged

[Versioning] Add python 3.12 to setup.py #2282

merged 11 commits into from
Jul 28, 2024

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vmoens
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@vmoens vmoens commented Jul 9, 2024

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pytorch-bot bot commented Jul 9, 2024 •
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2282

Note: Links to docs will display an error until the docs builds have been completed.

❌ 1 New Failure, 1 Pending, 1 Unrelated Failure

As of commit 5aba2b6 with merge base 474e837 (image):

NEW FAILURE - The following job has failed:

BROKEN TRUNK - The following job failed but were present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jul 9, 2024
@vmoens vmoens added the CI Has to do with CI setup (e.g. wheels & builds, tests...) label Jul 9, 2024
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 91. Improved: $\large\color{#35bf28}7$. Worsened: $\large\color{#d91a1a}5$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_single 61.7742ms 61.1698ms 16.3479 Ops/s 16.7302 Ops/s $\color{#d91a1a}-2.28\%$
test_sync 40.1115ms 34.0899ms 29.3342 Ops/s 30.5006 Ops/s $\color{#d91a1a}-3.82\%$
test_async 61.9108ms 31.8788ms 31.3688 Ops/s 31.9749 Ops/s $\color{#d91a1a}-1.90\%$
test_simple 0.5238s 0.4357s 2.2950 Ops/s 2.4339 Ops/s $\textbf{\color{#d91a1a}-5.71\%}$
test_transformed 0.6808s 0.6033s 1.6575 Ops/s 1.6699 Ops/s $\color{#d91a1a}-0.74\%$
test_serial 1.4223s 1.3353s 0.7489 Ops/s 0.7551 Ops/s $\color{#d91a1a}-0.82\%$
test_parallel 1.2166s 1.1387s 0.8782 Ops/s 0.8817 Ops/s $\color{#d91a1a}-0.40\%$
test_step_mdp_speed[True-True-True-True-True] 0.2801ms 24.4019μs 40.9805 KOps/s 41.2463 KOps/s $\color{#d91a1a}-0.64\%$
test_step_mdp_speed[True-True-True-True-False] 45.4960μs 14.2926μs 69.9665 KOps/s 70.5477 KOps/s $\color{#d91a1a}-0.82\%$
test_step_mdp_speed[True-True-True-False-True] 44.4830μs 14.1163μs 70.8400 KOps/s 72.1634 KOps/s $\color{#d91a1a}-1.83\%$
test_step_mdp_speed[True-True-True-False-False] 36.8590μs 8.1768μs 122.2975 KOps/s 122.9659 KOps/s $\color{#d91a1a}-0.54\%$
test_step_mdp_speed[True-True-False-True-True] 72.3760μs 25.9057μs 38.6015 KOps/s 39.1764 KOps/s $\color{#d91a1a}-1.47\%$
test_step_mdp_speed[True-True-False-True-False] 70.0110μs 15.5520μs 64.3005 KOps/s 63.7120 KOps/s $\color{#35bf28}+0.92\%$
test_step_mdp_speed[True-True-False-False-True] 55.9350μs 15.6120μs 64.0531 KOps/s 65.0488 KOps/s $\color{#d91a1a}-1.53\%$
test_step_mdp_speed[True-True-False-False-False] 71.1740μs 9.6744μs 103.3654 KOps/s 104.6624 KOps/s $\color{#d91a1a}-1.24\%$
test_step_mdp_speed[True-False-True-True-True] 72.0950μs 27.5761μs 36.2633 KOps/s 36.7270 KOps/s $\color{#d91a1a}-1.26\%$
test_step_mdp_speed[True-False-True-True-False] 55.8650μs 17.2091μs 58.1087 KOps/s 58.0311 KOps/s $\color{#35bf28}+0.13\%$
test_step_mdp_speed[True-False-True-False-True] 51.6970μs 15.5713μs 64.2209 KOps/s 65.2582 KOps/s $\color{#d91a1a}-1.59\%$
test_step_mdp_speed[True-False-True-False-False] 57.9890μs 9.6392μs 103.7427 KOps/s 105.1383 KOps/s $\color{#d91a1a}-1.33\%$
test_step_mdp_speed[True-False-False-True-True] 72.2960μs 28.8991μs 34.6031 KOps/s 34.8112 KOps/s $\color{#d91a1a}-0.60\%$
test_step_mdp_speed[True-False-False-True-False] 66.9350μs 18.6801μs 53.5329 KOps/s 53.9786 KOps/s $\color{#d91a1a}-0.83\%$
test_step_mdp_speed[True-False-False-False-True] 64.8120μs 17.0530μs 58.6406 KOps/s 60.4475 KOps/s $\color{#d91a1a}-2.99\%$
test_step_mdp_speed[True-False-False-False-False] 43.5820μs 11.0127μs 90.8041 KOps/s 91.9888 KOps/s $\color{#d91a1a}-1.29\%$
test_step_mdp_speed[False-True-True-True-True] 66.3650μs 27.5416μs 36.3087 KOps/s 36.6463 KOps/s $\color{#d91a1a}-0.92\%$
test_step_mdp_speed[False-True-True-True-False] 60.0820μs 17.1090μs 58.4488 KOps/s 57.9362 KOps/s $\color{#35bf28}+0.88\%$
test_step_mdp_speed[False-True-True-False-True] 0.1138ms 18.5650μs 53.8648 KOps/s 56.5745 KOps/s $\color{#d91a1a}-4.79\%$
test_step_mdp_speed[False-True-True-False-False] 48.9620μs 10.9695μs 91.1622 KOps/s 93.6100 KOps/s $\color{#d91a1a}-2.61\%$
test_step_mdp_speed[False-True-False-True-True] 84.4580μs 28.9912μs 34.4932 KOps/s 35.1361 KOps/s $\color{#d91a1a}-1.83\%$
test_step_mdp_speed[False-True-False-True-False] 77.4050μs 18.5346μs 53.9530 KOps/s 54.4004 KOps/s $\color{#d91a1a}-0.82\%$
test_step_mdp_speed[False-True-False-False-True] 63.7200μs 19.7559μs 50.6177 KOps/s 52.5037 KOps/s $\color{#d91a1a}-3.59\%$
test_step_mdp_speed[False-True-False-False-False] 56.0660μs 12.3042μs 81.2728 KOps/s 82.9155 KOps/s $\color{#d91a1a}-1.98\%$
test_step_mdp_speed[False-False-True-True-True] 3.6287ms 30.5268μs 32.7581 KOps/s 33.0357 KOps/s $\color{#d91a1a}-0.84\%$
test_step_mdp_speed[False-False-True-True-False] 65.1220μs 20.1393μs 49.6541 KOps/s 50.1224 KOps/s $\color{#d91a1a}-0.93\%$
test_step_mdp_speed[False-False-True-False-True] 61.7060μs 19.6597μs 50.8655 KOps/s 52.4683 KOps/s $\color{#d91a1a}-3.05\%$
test_step_mdp_speed[False-False-True-False-False] 53.1390μs 12.3218μs 81.1570 KOps/s 81.5778 KOps/s $\color{#d91a1a}-0.52\%$
test_step_mdp_speed[False-False-False-True-True] 84.4490μs 31.4163μs 31.8306 KOps/s 31.8848 KOps/s $\color{#d91a1a}-0.17\%$
test_step_mdp_speed[False-False-False-True-False] 93.4760μs 21.1882μs 47.1960 KOps/s 46.1748 KOps/s $\color{#35bf28}+2.21\%$
test_step_mdp_speed[False-False-False-False-True] 65.8940μs 20.7536μs 48.1844 KOps/s 48.9634 KOps/s $\color{#d91a1a}-1.59\%$
test_step_mdp_speed[False-False-False-False-False] 52.4890μs 13.5078μs 74.0313 KOps/s 74.5249 KOps/s $\color{#d91a1a}-0.66\%$
test_values[generalized_advantage_estimate-True-True] 10.3357ms 10.0956ms 99.0532 Ops/s 102.9572 Ops/s $\color{#d91a1a}-3.79\%$
test_values[vec_generalized_advantage_estimate-True-True] 38.4322ms 35.8150ms 27.9212 Ops/s 29.6194 Ops/s $\textbf{\color{#d91a1a}-5.73\%}$
test_values[td0_return_estimate-False-False] 0.2478ms 0.1993ms 5.0173 KOps/s 5.0476 KOps/s $\color{#d91a1a}-0.60\%$
test_values[td1_return_estimate-False-False] 36.2268ms 24.9428ms 40.0918 Ops/s 41.2689 Ops/s $\color{#d91a1a}-2.85\%$
test_values[vec_td1_return_estimate-False-False] 37.9533ms 35.8357ms 27.9052 Ops/s 29.7081 Ops/s $\textbf{\color{#d91a1a}-6.07\%}$
test_values[td_lambda_return_estimate-True-False] 39.7429ms 35.8490ms 27.8948 Ops/s 28.7506 Ops/s $\color{#d91a1a}-2.98\%$
test_values[vec_td_lambda_return_estimate-True-False] 43.0306ms 36.3717ms 27.4939 Ops/s 29.6883 Ops/s $\textbf{\color{#d91a1a}-7.39\%}$
test_gae_speed[generalized_advantage_estimate-False-1-512] 8.7427ms 8.5186ms 117.3896 Ops/s 122.5353 Ops/s $\color{#d91a1a}-4.20\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 2.2375ms 1.9033ms 525.4026 Ops/s 496.5753 Ops/s $\textbf{\color{#35bf28}+5.81\%}$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.5926ms 0.3682ms 2.7160 KOps/s 2.8082 KOps/s $\color{#d91a1a}-3.29\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 49.9815ms 47.1686ms 21.2005 Ops/s 22.1689 Ops/s $\color{#d91a1a}-4.37\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 4.1964ms 3.1095ms 321.5926 Ops/s 318.6155 Ops/s $\color{#35bf28}+0.93\%$
test_dqn_speed 1.7295ms 1.3234ms 755.6472 Ops/s 757.3971 Ops/s $\color{#d91a1a}-0.23\%$
test_ddpg_speed 3.4640ms 2.7715ms 360.8161 Ops/s 359.6947 Ops/s $\color{#35bf28}+0.31\%$
test_sac_speed 10.1745ms 8.5835ms 116.5025 Ops/s 114.3137 Ops/s $\color{#35bf28}+1.91\%$
test_redq_speed 14.4362ms 13.5032ms 74.0565 Ops/s 71.9017 Ops/s $\color{#35bf28}+3.00\%$
test_redq_deprec_speed 15.4725ms 14.0024ms 71.4162 Ops/s 69.0355 Ops/s $\color{#35bf28}+3.45\%$
test_td3_speed 8.9492ms 8.5299ms 117.2341 Ops/s 116.1136 Ops/s $\color{#35bf28}+0.96\%$
test_cql_speed 42.7338ms 37.4014ms 26.7370 Ops/s 26.3412 Ops/s $\color{#35bf28}+1.50\%$
test_a2c_speed 8.9719ms 7.8799ms 126.9046 Ops/s 125.1961 Ops/s $\color{#35bf28}+1.36\%$
test_ppo_speed 9.0261ms 8.2603ms 121.0608 Ops/s 119.5879 Ops/s $\color{#35bf28}+1.23\%$
test_reinforce_speed 8.1029ms 6.8920ms 145.0950 Ops/s 142.7721 Ops/s $\color{#35bf28}+1.63\%$
test_iql_speed 34.8745ms 33.0546ms 30.2529 Ops/s 29.1315 Ops/s $\color{#35bf28}+3.85\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 5.4840ms 5.2731ms 189.6418 Ops/s 185.6949 Ops/s $\color{#35bf28}+2.13\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.9332ms 0.4998ms 2.0008 KOps/s 1.9689 KOps/s $\color{#35bf28}+1.62\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.8581ms 0.4725ms 2.1162 KOps/s 2.1070 KOps/s $\color{#35bf28}+0.44\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 8.9504ms 5.2858ms 189.1852 Ops/s 185.7874 Ops/s $\color{#35bf28}+1.83\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.8178ms 0.4957ms 2.0173 KOps/s 1.9753 KOps/s $\color{#35bf28}+2.13\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.7665ms 0.4666ms 2.1432 KOps/s 2.0988 KOps/s $\color{#35bf28}+2.11\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 1.8751ms 1.7154ms 582.9584 Ops/s 583.5743 Ops/s $\color{#d91a1a}-0.11\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 2.4984ms 1.6388ms 610.2130 Ops/s 614.4873 Ops/s $\color{#d91a1a}-0.70\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 5.5527ms 5.2087ms 191.9847 Ops/s 173.4835 Ops/s $\textbf{\color{#35bf28}+10.66\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 1.0476ms 0.6411ms 1.5598 KOps/s 1.5403 KOps/s $\color{#35bf28}+1.26\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 1.1845ms 0.6092ms 1.6415 KOps/s 1.6076 KOps/s $\color{#35bf28}+2.11\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 8.2382ms 5.1705ms 193.4051 Ops/s 180.2535 Ops/s $\textbf{\color{#35bf28}+7.30\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 1.2894ms 0.4955ms 2.0181 KOps/s 1.3953 KOps/s $\textbf{\color{#35bf28}+44.64\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.7872ms 0.4765ms 2.0985 KOps/s 2.0512 KOps/s $\color{#35bf28}+2.30\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 8.1044ms 5.2561ms 190.2558 Ops/s 179.4971 Ops/s $\textbf{\color{#35bf28}+5.99\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.6143ms 0.4934ms 2.0266 KOps/s 1.9799 KOps/s $\color{#35bf28}+2.36\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.7583ms 0.4702ms 2.1267 KOps/s 2.1077 KOps/s $\color{#35bf28}+0.90\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 5.7206ms 5.3572ms 186.6652 Ops/s 178.3927 Ops/s $\color{#35bf28}+4.64\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.9499ms 0.6463ms 1.5473 KOps/s 1.5383 KOps/s $\color{#35bf28}+0.58\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.1358s 0.8094ms 1.2355 KOps/s 1.5966 KOps/s $\textbf{\color{#d91a1a}-22.62\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.1240s 6.2419ms 160.2084 Ops/s 147.8321 Ops/s $\textbf{\color{#35bf28}+8.37\%}$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 18.8872ms 13.8589ms 72.1557 Ops/s 73.2874 Ops/s $\color{#d91a1a}-1.54\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 1.8901ms 1.1691ms 855.3542 Ops/s 893.1496 Ops/s $\color{#d91a1a}-4.23\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.1274s 6.3629ms 157.1621 Ops/s 156.8428 Ops/s $\color{#35bf28}+0.20\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 18.3043ms 13.8085ms 72.4191 Ops/s 73.8042 Ops/s $\color{#d91a1a}-1.88\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 1.6590ms 1.1218ms 891.4084 Ops/s 888.8051 Ops/s $\color{#35bf28}+0.29\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.1236s 8.7666ms 114.0690 Ops/s 107.5859 Ops/s $\textbf{\color{#35bf28}+6.03\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 17.9992ms 13.8506ms 72.1989 Ops/s 72.0670 Ops/s $\color{#35bf28}+0.18\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 2.2776ms 1.3200ms 757.5786 Ops/s 730.5870 Ops/s $\color{#35bf28}+3.69\%$

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github-actions bot commented Jul 9, 2024 •
edited
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of GPU Benchmark Tests

Total Benchmarks: 94. Improved: $\large\color{#35bf28}2$. Worsened: $\large\color{#d91a1a}4$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_single 0.1095s 0.1093s 9.1525 Ops/s 8.2767 Ops/s $\textbf{\color{#35bf28}+10.58\%}$
test_sync 95.5903ms 95.0392ms 10.5220 Ops/s 10.4972 Ops/s $\color{#35bf28}+0.24\%$
test_async 0.1788s 90.9437ms 10.9958 Ops/s 11.0508 Ops/s $\color{#d91a1a}-0.50\%$
test_single_pixels 0.1195s 0.1191s 8.3962 Ops/s 8.2666 Ops/s $\color{#35bf28}+1.57\%$
test_sync_pixels 76.9080ms 75.2217ms 13.2940 Ops/s 13.3353 Ops/s $\color{#d91a1a}-0.31\%$
test_async_pixels 0.1414s 70.6318ms 14.1579 Ops/s 14.2295 Ops/s $\color{#d91a1a}-0.50\%$
test_simple 0.7928s 0.7874s 1.2700 Ops/s 1.2250 Ops/s $\color{#35bf28}+3.68\%$
test_transformed 1.1295s 1.0498s 0.9526 Ops/s 0.9644 Ops/s $\color{#d91a1a}-1.23\%$
test_serial 2.3456s 2.2709s 0.4404 Ops/s 0.4333 Ops/s $\color{#35bf28}+1.63\%$
test_parallel 2.0377s 1.9779s 0.5056 Ops/s 0.5026 Ops/s $\color{#35bf28}+0.59\%$
test_step_mdp_speed[True-True-True-True-True] 0.1004ms 36.7200μs 27.2331 KOps/s 27.4626 KOps/s $\color{#d91a1a}-0.84\%$
test_step_mdp_speed[True-True-True-True-False] 53.0720μs 20.6838μs 48.3471 KOps/s 47.4844 KOps/s $\color{#35bf28}+1.82\%$
test_step_mdp_speed[True-True-True-False-True] 56.2800μs 20.5696μs 48.6153 KOps/s 48.7883 KOps/s $\color{#d91a1a}-0.35\%$
test_step_mdp_speed[True-True-True-False-False] 78.7920μs 11.7049μs 85.4342 KOps/s 84.2388 KOps/s $\color{#35bf28}+1.42\%$
test_step_mdp_speed[True-True-False-True-True] 81.0710μs 38.3159μs 26.0988 KOps/s 25.5553 KOps/s $\color{#35bf28}+2.13\%$
test_step_mdp_speed[True-True-False-True-False] 51.3510μs 22.9342μs 43.6030 KOps/s 42.9274 KOps/s $\color{#35bf28}+1.57\%$
test_step_mdp_speed[True-True-False-False-True] 51.4110μs 22.5774μs 44.2922 KOps/s 43.5768 KOps/s $\color{#35bf28}+1.64\%$
test_step_mdp_speed[True-True-False-False-False] 36.5920μs 13.8883μs 72.0033 KOps/s 70.6380 KOps/s $\color{#35bf28}+1.93\%$
test_step_mdp_speed[True-False-True-True-True] 76.8920μs 40.6475μs 24.6018 KOps/s 24.2786 KOps/s $\color{#35bf28}+1.33\%$
test_step_mdp_speed[True-False-True-True-False] 54.8420μs 25.1690μs 39.7314 KOps/s 39.2145 KOps/s $\color{#35bf28}+1.32\%$
test_step_mdp_speed[True-False-True-False-True] 50.4810μs 22.5334μs 44.3785 KOps/s 43.6495 KOps/s $\color{#35bf28}+1.67\%$
test_step_mdp_speed[True-False-True-False-False] 76.0420μs 13.7896μs 72.5185 KOps/s 70.3756 KOps/s $\color{#35bf28}+3.04\%$
test_step_mdp_speed[True-False-False-True-True] 79.6830μs 41.8617μs 23.8882 KOps/s 22.9527 KOps/s $\color{#35bf28}+4.08\%$
test_step_mdp_speed[True-False-False-True-False] 88.8110μs 26.7834μs 37.3366 KOps/s 35.8934 KOps/s $\color{#35bf28}+4.02\%$
test_step_mdp_speed[True-False-False-False-True] 55.9200μs 24.7890μs 40.3404 KOps/s 40.1286 KOps/s $\color{#35bf28}+0.53\%$
test_step_mdp_speed[True-False-False-False-False] 40.3010μs 15.9221μs 62.8059 KOps/s 61.3230 KOps/s $\color{#35bf28}+2.42\%$
test_step_mdp_speed[False-True-True-True-True] 80.4720μs 40.3119μs 24.8066 KOps/s 24.3413 KOps/s $\color{#35bf28}+1.91\%$
test_step_mdp_speed[False-True-True-True-False] 58.7520μs 24.9920μs 40.0128 KOps/s 38.9376 KOps/s $\color{#35bf28}+2.76\%$
test_step_mdp_speed[False-True-True-False-True] 59.0900μs 27.0857μs 36.9198 KOps/s 36.2802 KOps/s $\color{#35bf28}+1.76\%$
test_step_mdp_speed[False-True-True-False-False] 41.5200μs 15.7642μs 63.4348 KOps/s 61.9324 KOps/s $\color{#35bf28}+2.43\%$
test_step_mdp_speed[False-True-False-True-True] 77.3120μs 42.6858μs 23.4270 KOps/s 23.0972 KOps/s $\color{#35bf28}+1.43\%$
test_step_mdp_speed[False-True-False-True-False] 55.7620μs 26.9833μs 37.0599 KOps/s 35.9313 KOps/s $\color{#35bf28}+3.14\%$
test_step_mdp_speed[False-True-False-False-True] 59.6010μs 28.8408μs 34.6731 KOps/s 33.7705 KOps/s $\color{#35bf28}+2.67\%$
test_step_mdp_speed[False-True-False-False-False] 43.9410μs 17.8332μs 56.0752 KOps/s 54.3210 KOps/s $\color{#35bf28}+3.23\%$
test_step_mdp_speed[False-False-True-True-True] 3.8284ms 45.1687μs 22.1392 KOps/s 21.6586 KOps/s $\color{#35bf28}+2.22\%$
test_step_mdp_speed[False-False-True-True-False] 60.0020μs 29.5728μs 33.8149 KOps/s 33.1287 KOps/s $\color{#35bf28}+2.07\%$
test_step_mdp_speed[False-False-True-False-True] 62.1510μs 29.2185μs 34.2249 KOps/s 33.8760 KOps/s $\color{#35bf28}+1.03\%$
test_step_mdp_speed[False-False-True-False-False] 44.4810μs 17.8628μs 55.9823 KOps/s 54.8899 KOps/s $\color{#35bf28}+1.99\%$
test_step_mdp_speed[False-False-False-True-True] 81.7410μs 46.2594μs 21.6172 KOps/s 21.0162 KOps/s $\color{#35bf28}+2.86\%$
test_step_mdp_speed[False-False-False-True-False] 60.6820μs 31.3248μs 31.9235 KOps/s 31.1895 KOps/s $\color{#35bf28}+2.35\%$
test_step_mdp_speed[False-False-False-False-True] 60.2810μs 30.9254μs 32.3359 KOps/s 31.9769 KOps/s $\color{#35bf28}+1.12\%$
test_step_mdp_speed[False-False-False-False-False] 45.8610μs 20.0727μs 49.8190 KOps/s 49.2687 KOps/s $\color{#35bf28}+1.12\%$
test_values[generalized_advantage_estimate-True-True] 26.4242ms 25.1056ms 39.8318 Ops/s 38.3614 Ops/s $\color{#35bf28}+3.83\%$
test_values[vec_generalized_advantage_estimate-True-True] 90.7085ms 2.7150ms 368.3267 Ops/s 366.2334 Ops/s $\color{#35bf28}+0.57\%$
test_values[td0_return_estimate-False-False] 90.8520μs 66.5564μs 15.0249 KOps/s 14.8653 KOps/s $\color{#35bf28}+1.07\%$
test_values[td1_return_estimate-False-False] 59.7554ms 58.2435ms 17.1693 Ops/s 17.4316 Ops/s $\color{#d91a1a}-1.50\%$
test_values[vec_td1_return_estimate-False-False] 1.4223ms 1.0926ms 915.2399 Ops/s 909.7982 Ops/s $\color{#35bf28}+0.60\%$
test_values[td_lambda_return_estimate-True-False] 95.1251ms 92.8634ms 10.7685 Ops/s 10.6766 Ops/s $\color{#35bf28}+0.86\%$
test_values[vec_td_lambda_return_estimate-True-False] 1.4583ms 1.0891ms 918.2041 Ops/s 914.4188 Ops/s $\color{#35bf28}+0.41\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 26.6181ms 26.2636ms 38.0756 Ops/s 39.3201 Ops/s $\color{#d91a1a}-3.17\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 0.9456ms 0.7636ms 1.3095 KOps/s 1.3524 KOps/s $\color{#d91a1a}-3.17\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.7567ms 0.7006ms 1.4274 KOps/s 1.4677 KOps/s $\color{#d91a1a}-2.74\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 1.5555ms 1.4767ms 677.1772 Ops/s 672.5737 Ops/s $\color{#35bf28}+0.68\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 0.7762ms 0.7118ms 1.4050 KOps/s 1.4386 KOps/s $\color{#d91a1a}-2.34\%$
test_dqn_speed 92.6287ms 1.4921ms 670.2050 Ops/s 712.2702 Ops/s $\textbf{\color{#d91a1a}-5.91\%}$
test_ddpg_speed 3.0643ms 2.7590ms 362.4479 Ops/s 362.8263 Ops/s $\color{#d91a1a}-0.10\%$
test_sac_speed 8.3386ms 7.9274ms 126.1449 Ops/s 126.1708 Ops/s $\color{#d91a1a}-0.02\%$
test_redq_speed 12.1447ms 10.1063ms 98.9484 Ops/s 99.1859 Ops/s $\color{#d91a1a}-0.24\%$
test_redq_deprec_speed 11.6402ms 10.9940ms 90.9589 Ops/s 92.4192 Ops/s $\color{#d91a1a}-1.58\%$
test_td3_speed 8.0231ms 7.9000ms 126.5821 Ops/s 124.9968 Ops/s $\color{#35bf28}+1.27\%$
test_cql_speed 26.7741ms 25.6671ms 38.9604 Ops/s 39.6365 Ops/s $\color{#d91a1a}-1.71\%$
test_a2c_speed 6.2882ms 5.6162ms 178.0569 Ops/s 180.8574 Ops/s $\color{#d91a1a}-1.55\%$
test_ppo_speed 7.8126ms 5.8641ms 170.5284 Ops/s 169.0929 Ops/s $\color{#35bf28}+0.85\%$
test_reinforce_speed 4.7695ms 4.4656ms 223.9346 Ops/s 223.4778 Ops/s $\color{#35bf28}+0.20\%$
test_iql_speed 21.2833ms 19.9798ms 50.0506 Ops/s 50.7309 Ops/s $\color{#d91a1a}-1.34\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.8843ms 6.7535ms 148.0705 Ops/s 150.3999 Ops/s $\color{#d91a1a}-1.55\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 1.5166ms 0.5329ms 1.8766 KOps/s 1.8712 KOps/s $\color{#35bf28}+0.29\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.7286ms 0.5143ms 1.9443 KOps/s 1.9471 KOps/s $\color{#d91a1a}-0.15\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.9644ms 6.6481ms 150.4178 Ops/s 152.0668 Ops/s $\color{#d91a1a}-1.08\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.8505ms 0.5163ms 1.9369 KOps/s 1.8945 KOps/s $\color{#35bf28}+2.24\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.7249ms 0.5004ms 1.9983 KOps/s 1.9681 KOps/s $\color{#35bf28}+1.54\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 2.1769ms 2.0239ms 494.1046 Ops/s 487.9081 Ops/s $\color{#35bf28}+1.27\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 2.1149ms 1.9161ms 521.8857 Ops/s 513.9129 Ops/s $\color{#35bf28}+1.55\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 7.0283ms 6.8063ms 146.9236 Ops/s 145.9484 Ops/s $\color{#35bf28}+0.67\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.1269s 0.7920ms 1.2627 KOps/s 1.4316 KOps/s $\textbf{\color{#d91a1a}-11.80\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 1.8329ms 0.7065ms 1.4155 KOps/s 1.4308 KOps/s $\color{#d91a1a}-1.07\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 7.0393ms 6.6951ms 149.3636 Ops/s 149.6522 Ops/s $\color{#d91a1a}-0.19\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 1.5951ms 0.5315ms 1.8816 KOps/s 1.9296 KOps/s $\color{#d91a1a}-2.48\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.7440ms 0.5097ms 1.9620 KOps/s 2.0118 KOps/s $\color{#d91a1a}-2.48\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.9266ms 6.6328ms 150.7658 Ops/s 151.8527 Ops/s $\color{#d91a1a}-0.72\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.9363ms 0.5176ms 1.9320 KOps/s 1.9548 KOps/s $\color{#d91a1a}-1.17\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.6802ms 0.4981ms 2.0076 KOps/s 2.0156 KOps/s $\color{#d91a1a}-0.39\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 7.9324ms 6.8838ms 145.2693 Ops/s 146.9265 Ops/s $\color{#d91a1a}-1.13\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 1.5608ms 0.6868ms 1.4561 KOps/s 1.4356 KOps/s $\color{#35bf28}+1.43\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.8239ms 0.6637ms 1.5067 KOps/s 1.5099 KOps/s $\color{#d91a1a}-0.21\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.1450s 7.9598ms 125.6306 Ops/s 126.1411 Ops/s $\color{#d91a1a}-0.40\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 19.2812ms 16.3981ms 60.9826 Ops/s 59.7284 Ops/s $\color{#35bf28}+2.10\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 5.9276ms 1.3660ms 732.0635 Ops/s 798.2301 Ops/s $\textbf{\color{#d91a1a}-8.29\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.1260s 7.5919ms 131.7189 Ops/s 132.8677 Ops/s $\color{#d91a1a}-0.86\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 18.4976ms 16.1788ms 61.8094 Ops/s 59.5636 Ops/s $\color{#35bf28}+3.77\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 2.3725ms 1.2957ms 771.7573 Ops/s 784.9669 Ops/s $\color{#d91a1a}-1.68\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.1281s 10.2422ms 97.6350 Ops/s 129.7929 Ops/s $\textbf{\color{#d91a1a}-24.78\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 19.2532ms 16.4321ms 60.8566 Ops/s 59.2750 Ops/s $\color{#35bf28}+2.67\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 2.4903ms 1.4530ms 688.2518 Ops/s 652.2234 Ops/s $\textbf{\color{#35bf28}+5.52\%}$

@vmoens vmoens linked an issue Jul 10, 2024 that may be closed by this pull request
[BUG] Unable to install torchrl via pip #2035
Closed
@vmoens vmoens merged commit 935e8da into main Jul 28, 2024
54 of 56 checks passed
@vmoens vmoens deleted the add-python3.12-setup branch July 28, 2024 08:45
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[BUG] Unable to install torchrl via pip
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