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python 3.11 in README #1434

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merged 2 commits into from
Aug 1, 2023
Merged

python 3.11 in README #1434

merged 2 commits into from
Aug 1, 2023

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@vmoens vmoens commented Aug 1, 2023

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@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 Aug 1, 2023
@vmoens vmoens added the documentation Improvements or additions to documentation label Aug 1, 2023
@vmoens vmoens changed the title python 3.11 0 Update README.md python 3.11 in README Aug 1, 2023
@vmoens vmoens merged commit bbf5545 into main Aug 1, 2023
@vmoens vmoens deleted the vmoens-patch-1 branch August 1, 2023 09:28
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 89. Improved: $\large\color{#35bf28}12$. Worsened: $\large\color{#d91a1a}10$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_single 0.1693s 0.1683s 5.9422 Ops/s 5.7713 Ops/s $\color{#35bf28}+2.96\%$
test_sync 96.8334ms 91.4161ms 10.9390 Ops/s 11.0457 Ops/s $\color{#d91a1a}-0.97\%$
test_async 0.1766s 0.1086s 9.2061 Ops/s 10.1887 Ops/s $\textbf{\color{#d91a1a}-9.64\%}$
test_simple 0.8601s 0.7398s 1.3517 Ops/s 1.3483 Ops/s $\color{#35bf28}+0.25\%$
test_transformed 2.0747s 1.9767s 0.5059 Ops/s 0.4962 Ops/s $\color{#35bf28}+1.95\%$
test_serial 2.3685s 2.2673s 0.4411 Ops/s 0.4239 Ops/s $\color{#35bf28}+4.04\%$
test_parallel 2.0444s 1.9458s 0.5139 Ops/s 0.5102 Ops/s $\color{#35bf28}+0.73\%$
test_step_mdp_speed[True-True-True-True-True] 5.1284ms 55.9944μs 17.8589 KOps/s 18.9854 KOps/s $\textbf{\color{#d91a1a}-5.93\%}$
test_step_mdp_speed[True-True-True-True-False] 0.1554ms 28.8675μs 34.6411 KOps/s 33.4911 KOps/s $\color{#35bf28}+3.43\%$
test_step_mdp_speed[True-True-True-False-True] 0.1247ms 36.3214μs 27.5320 KOps/s 26.8933 KOps/s $\color{#35bf28}+2.37\%$
test_step_mdp_speed[True-True-True-False-False] 66.1040μs 19.8881μs 50.2814 KOps/s 49.8721 KOps/s $\color{#35bf28}+0.82\%$
test_step_mdp_speed[True-True-False-True-True] 0.1016ms 54.1400μs 18.4706 KOps/s 18.4933 KOps/s $\color{#d91a1a}-0.12\%$
test_step_mdp_speed[True-True-False-True-False] 0.1498ms 31.4188μs 31.8281 KOps/s 31.3189 KOps/s $\color{#35bf28}+1.63\%$
test_step_mdp_speed[True-True-False-False-True] 0.1784ms 38.8101μs 25.7665 KOps/s 25.5946 KOps/s $\color{#35bf28}+0.67\%$
test_step_mdp_speed[True-True-False-False-False] 0.1424ms 22.4839μs 44.4763 KOps/s 43.9633 KOps/s $\color{#35bf28}+1.17\%$
test_step_mdp_speed[True-False-True-True-True] 0.2842ms 55.5952μs 17.9872 KOps/s 17.8065 KOps/s $\color{#35bf28}+1.01\%$
test_step_mdp_speed[True-False-True-True-False] 0.1253ms 33.4515μs 29.8940 KOps/s 29.4011 KOps/s $\color{#35bf28}+1.68\%$
test_step_mdp_speed[True-False-True-False-True] 0.1712ms 39.1624μs 25.5347 KOps/s 25.9987 KOps/s $\color{#d91a1a}-1.78\%$
test_step_mdp_speed[True-False-True-False-False] 55.9040μs 22.2556μs 44.9326 KOps/s 44.1648 KOps/s $\color{#35bf28}+1.74\%$
test_step_mdp_speed[True-False-False-True-True] 0.1952ms 57.6545μs 17.3447 KOps/s 17.1669 KOps/s $\color{#35bf28}+1.04\%$
test_step_mdp_speed[True-False-False-True-False] 0.1232ms 35.5254μs 28.1489 KOps/s 27.7312 KOps/s $\color{#35bf28}+1.51\%$
test_step_mdp_speed[True-False-False-False-True] 0.1580ms 40.9669μs 24.4100 KOps/s 24.4716 KOps/s $\color{#d91a1a}-0.25\%$
test_step_mdp_speed[True-False-False-False-False] 0.1221ms 24.6151μs 40.6255 KOps/s 40.3372 KOps/s $\color{#35bf28}+0.71\%$
test_step_mdp_speed[False-True-True-True-True] 0.1061ms 55.5223μs 18.0108 KOps/s 17.7981 KOps/s $\color{#35bf28}+1.20\%$
test_step_mdp_speed[False-True-True-True-False] 0.1279ms 33.4891μs 29.8604 KOps/s 29.6768 KOps/s $\color{#35bf28}+0.62\%$
test_step_mdp_speed[False-True-True-False-True] 80.9050μs 45.1733μs 22.1370 KOps/s 21.8961 KOps/s $\color{#35bf28}+1.10\%$
test_step_mdp_speed[False-True-True-False-False] 99.6070μs 25.4322μs 39.3202 KOps/s 38.7255 KOps/s $\color{#35bf28}+1.54\%$
test_step_mdp_speed[False-True-False-True-True] 0.1960ms 57.4988μs 17.3917 KOps/s 17.0605 KOps/s $\color{#35bf28}+1.94\%$
test_step_mdp_speed[False-True-False-True-False] 0.1520ms 35.3225μs 28.3106 KOps/s 27.7189 KOps/s $\color{#35bf28}+2.13\%$
test_step_mdp_speed[False-True-False-False-True] 0.1746ms 47.2333μs 21.1715 KOps/s 20.8927 KOps/s $\color{#35bf28}+1.33\%$
test_step_mdp_speed[False-True-False-False-False] 0.5820ms 27.8696μs 35.8814 KOps/s 36.0127 KOps/s $\color{#d91a1a}-0.36\%$
test_step_mdp_speed[False-False-True-True-True] 0.6150ms 59.9519μs 16.6800 KOps/s 16.3349 KOps/s $\color{#35bf28}+2.11\%$
test_step_mdp_speed[False-False-True-True-False] 0.1529ms 37.4196μs 26.7240 KOps/s 26.2588 KOps/s $\color{#35bf28}+1.77\%$
test_step_mdp_speed[False-False-True-False-True] 91.6060μs 47.0854μs 21.2380 KOps/s 20.9870 KOps/s $\color{#35bf28}+1.20\%$
test_step_mdp_speed[False-False-True-False-False] 0.1457ms 27.1625μs 36.8155 KOps/s 36.8669 KOps/s $\color{#d91a1a}-0.14\%$
test_step_mdp_speed[False-False-False-True-True] 0.1350ms 61.6898μs 16.2101 KOps/s 15.9391 KOps/s $\color{#35bf28}+1.70\%$
test_step_mdp_speed[False-False-False-True-False] 0.1716ms 39.2140μs 25.5011 KOps/s 24.7772 KOps/s $\color{#35bf28}+2.92\%$
test_step_mdp_speed[False-False-False-False-True] 84.4060μs 48.5732μs 20.5875 KOps/s 20.3920 KOps/s $\color{#35bf28}+0.96\%$
test_step_mdp_speed[False-False-False-False-False] 0.1043ms 29.2075μs 34.2378 KOps/s 33.9433 KOps/s $\color{#35bf28}+0.87\%$
test_values[generalized_advantage_estimate-True-True] 17.7681ms 16.0417ms 62.3376 Ops/s 60.0795 Ops/s $\color{#35bf28}+3.76\%$
test_values[vec_generalized_advantage_estimate-True-True] 79.2132ms 62.9067ms 15.8966 Ops/s 15.9916 Ops/s $\color{#d91a1a}-0.59\%$
test_values[td0_return_estimate-False-False] 0.5886ms 0.3033ms 3.2966 KOps/s 3.6053 KOps/s $\textbf{\color{#d91a1a}-8.56\%}$
test_values[td1_return_estimate-False-False] 15.9772ms 15.7110ms 63.6498 Ops/s 62.4289 Ops/s $\color{#35bf28}+1.96\%$
test_values[vec_td1_return_estimate-False-False] 71.2147ms 61.8722ms 16.1623 Ops/s 15.9613 Ops/s $\color{#35bf28}+1.26\%$
test_values[td_lambda_return_estimate-True-False] 37.4505ms 37.0840ms 26.9658 Ops/s 26.0109 Ops/s $\color{#35bf28}+3.67\%$
test_values[vec_td_lambda_return_estimate-True-False] 69.5676ms 62.6576ms 15.9598 Ops/s 15.8971 Ops/s $\color{#35bf28}+0.39\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 13.8797ms 13.6418ms 73.3042 Ops/s 70.1118 Ops/s $\color{#35bf28}+4.55\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 5.0404ms 4.0963ms 244.1209 Ops/s 215.8400 Ops/s $\textbf{\color{#35bf28}+13.10\%}$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.8597ms 0.5505ms 1.8167 KOps/s 1.7552 KOps/s $\color{#35bf28}+3.50\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 85.2052ms 80.0450ms 12.4930 Ops/s 15.1432 Ops/s $\textbf{\color{#d91a1a}-17.50\%}$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 4.4335ms 3.8161ms 262.0452 Ops/s 258.8302 Ops/s $\color{#35bf28}+1.24\%$
test_dqn_speed 9.8378ms 1.8727ms 533.9973 Ops/s 533.7719 Ops/s $\color{#35bf28}+0.04\%$
test_ddpg_speed 4.0702ms 3.4685ms 288.3094 Ops/s 283.3524 Ops/s $\color{#35bf28}+1.75\%$
test_sac_speed 11.2542ms 10.0802ms 99.2042 Ops/s 90.1454 Ops/s $\textbf{\color{#35bf28}+10.05\%}$
test_redq_speed 20.3582ms 18.1010ms 55.2454 Ops/s 53.2130 Ops/s $\color{#35bf28}+3.82\%$
test_redq_deprec_speed 17.6945ms 16.1198ms 62.0355 Ops/s 56.8900 Ops/s $\textbf{\color{#35bf28}+9.04\%}$
test_td3_speed 27.1121ms 12.7174ms 78.6325 Ops/s 76.6687 Ops/s $\color{#35bf28}+2.56\%$
test_cql_speed 47.1401ms 37.6420ms 26.5661 Ops/s 28.4126 Ops/s $\textbf{\color{#d91a1a}-6.50\%}$
test_a2c_speed 13.0140ms 7.2603ms 137.7350 Ops/s 142.3769 Ops/s $\color{#d91a1a}-3.26\%$
test_ppo_speed 16.7186ms 8.1516ms 122.6748 Ops/s 132.2323 Ops/s $\textbf{\color{#d91a1a}-7.23\%}$
test_reinforce_speed 9.2300ms 5.8193ms 171.8421 Ops/s 178.7485 Ops/s $\color{#d91a1a}-3.86\%$
test_iql_speed 30.6336ms 29.1351ms 34.3229 Ops/s 36.3945 Ops/s $\textbf{\color{#d91a1a}-5.69\%}$
test_sample_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.0739ms 3.8184ms 261.8902 Ops/s 276.1228 Ops/s $\textbf{\color{#d91a1a}-5.15\%}$
test_sample_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 9.8835ms 4.0032ms 249.7981 Ops/s 195.1905 Ops/s $\textbf{\color{#35bf28}+27.98\%}$
test_sample_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.2697s 5.0214ms 199.1469 Ops/s 201.4202 Ops/s $\color{#d91a1a}-1.13\%$
test_sample_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.5946ms 3.7990ms 263.2254 Ops/s 272.4970 Ops/s $\color{#d91a1a}-3.40\%$
test_sample_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.2660s 5.0030ms 199.8813 Ops/s 200.1317 Ops/s $\color{#d91a1a}-0.13\%$
test_sample_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 10.9314ms 3.9644ms 252.2438 Ops/s 200.9137 Ops/s $\textbf{\color{#35bf28}+25.55\%}$
test_sample_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 5.0988ms 3.6977ms 270.4372 Ops/s 274.7513 Ops/s $\color{#d91a1a}-1.57\%$
test_sample_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 11.0400ms 3.9848ms 250.9539 Ops/s 199.4249 Ops/s $\textbf{\color{#35bf28}+25.84\%}$
test_sample_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 7.9061ms 3.8708ms 258.3474 Ops/s 257.9351 Ops/s $\color{#35bf28}+0.16\%$
test_iterate_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 5.0556ms 3.6415ms 274.6142 Ops/s 274.1972 Ops/s $\color{#35bf28}+0.15\%$
test_iterate_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 7.0935ms 3.8213ms 261.6940 Ops/s 258.5502 Ops/s $\color{#35bf28}+1.22\%$
test_iterate_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 8.0625ms 3.8530ms 259.5397 Ops/s 256.2528 Ops/s $\color{#35bf28}+1.28\%$
test_iterate_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.9455ms 3.5396ms 282.5153 Ops/s 267.8386 Ops/s $\textbf{\color{#35bf28}+5.48\%}$
test_iterate_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.2678s 5.2553ms 190.2826 Ops/s 252.3743 Ops/s $\textbf{\color{#d91a1a}-24.60\%}$
test_iterate_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 8.9580ms 3.8490ms 259.8077 Ops/s 254.4174 Ops/s $\color{#35bf28}+2.12\%$
test_iterate_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 4.1400ms 3.5500ms 281.6898 Ops/s 275.4828 Ops/s $\color{#35bf28}+2.25\%$
test_iterate_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 8.2460ms 3.9261ms 254.7047 Ops/s 256.2754 Ops/s $\color{#d91a1a}-0.61\%$
test_iterate_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 8.7966ms 3.8676ms 258.5586 Ops/s 252.7618 Ops/s $\color{#35bf28}+2.29\%$
test_populate_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.5213s 44.0324ms 22.7106 Ops/s 22.6771 Ops/s $\color{#35bf28}+0.15\%$
test_populate_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 0.2538s 42.3181ms 23.6306 Ops/s 23.1652 Ops/s $\color{#35bf28}+2.01\%$
test_populate_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 0.2560s 38.2812ms 26.1225 Ops/s 29.5396 Ops/s $\textbf{\color{#d91a1a}-11.57\%}$
test_populate_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.2570s 42.8640ms 23.3296 Ops/s 22.7902 Ops/s $\color{#35bf28}+2.37\%$
test_populate_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 0.2523s 38.1090ms 26.2405 Ops/s 24.9463 Ops/s $\textbf{\color{#35bf28}+5.19\%}$
test_populate_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 0.2546s 42.6097ms 23.4689 Ops/s 22.1067 Ops/s $\textbf{\color{#35bf28}+6.16\%}$
test_populate_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.2491s 37.8003ms 26.4548 Ops/s 24.6096 Ops/s $\textbf{\color{#35bf28}+7.50\%}$
test_populate_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 0.2672s 43.3004ms 23.0945 Ops/s 21.9778 Ops/s $\textbf{\color{#35bf28}+5.08\%}$
test_populate_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 0.2543s 37.9687ms 26.3375 Ops/s 24.8342 Ops/s $\textbf{\color{#35bf28}+6.05\%}$

vmoens added a commit to hyerra/rl that referenced this pull request Oct 10, 2023
@vmoens
python 3.11 in README (pytorch#1434)
2d6f949
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