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Merged
vmoens merged 1 commit into from
Oct 25, 2025
Merged

[CI] Upgrade doc python version #3222

vmoens merged 1 commit into from
Oct 25, 2025

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@vmoens vmoens commented Oct 25, 2025

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/3222

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

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@meta-cla meta-cla 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 Oct 25, 2025
@vmoens vmoens force-pushed the fix-doc branch 2 times, most recently from 13f0dbc to 6338a89 Compare October 25, 2025 00:45
@vmoens vmoens added the CI Has to do with CI setup (e.g. wheels & builds, tests...) label Oct 25, 2025
@vmoens vmoens merged commit 3d1748f into main Oct 25, 2025
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 154. Improved: $\large\color{#35bf28}14$. Worsened: $\large\color{#d91a1a}18$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_tensor_to_bytestream_speed[pickle] 86.2354μs 84.2978μs 11.8627 KOps/s 11.5663 KOps/s $\color{#35bf28}+2.56\%$
test_tensor_to_bytestream_speed[torch.save] 0.1424ms 0.1413ms 7.0785 KOps/s 6.8968 KOps/s $\color{#35bf28}+2.63\%$
test_tensor_to_bytestream_speed[untyped_storage] 0.1210s 0.1205s 8.3020 Ops/s 8.5015 Ops/s $\color{#d91a1a}-2.35\%$
test_tensor_to_bytestream_speed[numpy] 2.8114μs 2.8059μs 356.3931 KOps/s 361.1282 KOps/s $\color{#d91a1a}-1.31\%$
test_tensor_to_bytestream_speed[safetensors] 41.8739μs 41.4008μs 24.1541 KOps/s 23.1714 KOps/s $\color{#35bf28}+4.24\%$
test_simple 0.5538s 0.5529s 1.8087 Ops/s 1.7429 Ops/s $\color{#35bf28}+3.77\%$
test_transformed 1.1218s 1.1189s 0.8938 Ops/s 0.8806 Ops/s $\color{#35bf28}+1.50\%$
test_serial 1.6777s 1.6724s 0.5979 Ops/s 0.5925 Ops/s $\color{#35bf28}+0.91\%$
test_parallel 1.1731s 1.1021s 0.9073 Ops/s 0.9331 Ops/s $\color{#d91a1a}-2.76\%$
test_step_mdp_speed[True-True-True-True-True] 0.2125ms 45.5262μs 21.9654 KOps/s 21.9117 KOps/s $\color{#35bf28}+0.24\%$
test_step_mdp_speed[True-True-True-True-False] 58.1410μs 25.9407μs 38.5495 KOps/s 39.1306 KOps/s $\color{#d91a1a}-1.49\%$
test_step_mdp_speed[True-True-True-False-True] 55.8610μs 26.3589μs 37.9378 KOps/s 38.7726 KOps/s $\color{#d91a1a}-2.15\%$
test_step_mdp_speed[True-True-True-False-False] 39.8300μs 14.1714μs 70.5649 KOps/s 71.0588 KOps/s $\color{#d91a1a}-0.70\%$
test_step_mdp_speed[True-True-False-True-True] 0.1055ms 48.6609μs 20.5504 KOps/s 20.3982 KOps/s $\color{#35bf28}+0.75\%$
test_step_mdp_speed[True-True-False-True-False] 60.9510μs 28.3268μs 35.3022 KOps/s 35.5144 KOps/s $\color{#d91a1a}-0.60\%$
test_step_mdp_speed[True-True-False-False-True] 60.1410μs 28.5386μs 35.0402 KOps/s 35.2497 KOps/s $\color{#d91a1a}-0.59\%$
test_step_mdp_speed[True-True-False-False-False] 47.9510μs 17.0357μs 58.7003 KOps/s 59.0430 KOps/s $\color{#d91a1a}-0.58\%$
test_step_mdp_speed[True-False-True-True-True] 86.1510μs 51.8653μs 19.2807 KOps/s 19.3905 KOps/s $\color{#d91a1a}-0.57\%$
test_step_mdp_speed[True-False-True-True-False] 65.4000μs 31.2368μs 32.0136 KOps/s 32.0739 KOps/s $\color{#d91a1a}-0.19\%$
test_step_mdp_speed[True-False-True-False-True] 67.0910μs 28.3091μs 35.3243 KOps/s 35.5060 KOps/s $\color{#d91a1a}-0.51\%$
test_step_mdp_speed[True-False-True-False-False] 45.8010μs 17.0042μs 58.8090 KOps/s 59.3445 KOps/s $\color{#d91a1a}-0.90\%$
test_step_mdp_speed[True-False-False-True-True] 0.1163ms 53.6692μs 18.6327 KOps/s 18.3078 KOps/s $\color{#35bf28}+1.77\%$
test_step_mdp_speed[True-False-False-True-False] 62.5300μs 33.8499μs 29.5422 KOps/s 29.1405 KOps/s $\color{#35bf28}+1.38\%$
test_step_mdp_speed[True-False-False-False-True] 71.5510μs 31.0897μs 32.1650 KOps/s 31.6376 KOps/s $\color{#35bf28}+1.67\%$
test_step_mdp_speed[True-False-False-False-False] 45.6000μs 19.7658μs 50.5924 KOps/s 51.2613 KOps/s $\color{#d91a1a}-1.30\%$
test_step_mdp_speed[False-True-True-True-True] 82.1010μs 51.1823μs 19.5380 KOps/s 19.6748 KOps/s $\color{#d91a1a}-0.70\%$
test_step_mdp_speed[False-True-True-True-False] 68.1300μs 31.5056μs 31.7404 KOps/s 32.7218 KOps/s $\color{#d91a1a}-3.00\%$
test_step_mdp_speed[False-True-True-False-True] 2.3838ms 32.9063μs 30.3893 KOps/s 30.7962 KOps/s $\color{#d91a1a}-1.32\%$
test_step_mdp_speed[False-True-True-False-False] 49.6610μs 19.2530μs 51.9401 KOps/s 53.8136 KOps/s $\color{#d91a1a}-3.48\%$
test_step_mdp_speed[False-True-False-True-True] 91.1610μs 54.6178μs 18.3091 KOps/s 18.6128 KOps/s $\color{#d91a1a}-1.63\%$
test_step_mdp_speed[False-True-False-True-False] 0.1050ms 33.9478μs 29.4570 KOps/s 29.4123 KOps/s $\color{#35bf28}+0.15\%$
test_step_mdp_speed[False-True-False-False-True] 67.7110μs 34.7921μs 28.7422 KOps/s 28.8444 KOps/s $\color{#d91a1a}-0.35\%$
test_step_mdp_speed[False-True-False-False-False] 56.3600μs 21.7548μs 45.9668 KOps/s 46.8033 KOps/s $\color{#d91a1a}-1.79\%$
test_step_mdp_speed[False-False-True-True-True] 0.1155ms 57.1885μs 17.4860 KOps/s 17.4620 KOps/s $\color{#35bf28}+0.14\%$
test_step_mdp_speed[False-False-True-True-False] 68.8210μs 37.1633μs 26.9083 KOps/s 27.0609 KOps/s $\color{#d91a1a}-0.56\%$
test_step_mdp_speed[False-False-True-False-True] 0.1072ms 35.1042μs 28.4866 KOps/s 29.2756 KOps/s $\color{#d91a1a}-2.70\%$
test_step_mdp_speed[False-False-True-False-False] 50.0210μs 21.5258μs 46.4559 KOps/s 46.9085 KOps/s $\color{#d91a1a}-0.96\%$
test_step_mdp_speed[False-False-False-True-True] 95.1410μs 59.1424μs 16.9083 KOps/s 16.9695 KOps/s $\color{#d91a1a}-0.36\%$
test_step_mdp_speed[False-False-False-True-False] 73.6810μs 39.5622μs 25.2767 KOps/s 25.4784 KOps/s $\color{#d91a1a}-0.79\%$
test_step_mdp_speed[False-False-False-False-True] 73.8310μs 37.2662μs 26.8339 KOps/s 26.9096 KOps/s $\color{#d91a1a}-0.28\%$
test_step_mdp_speed[False-False-False-False-False] 51.0110μs 24.2177μs 41.2921 KOps/s 41.5759 KOps/s $\color{#d91a1a}-0.68\%$
test_values[generalized_advantage_estimate-True-True] 10.3795ms 10.1739ms 98.2908 Ops/s 97.7393 Ops/s $\color{#35bf28}+0.56\%$
test_values[vec_generalized_advantage_estimate-True-True] 19.1644ms 17.5086ms 57.1147 Ops/s 57.4662 Ops/s $\color{#d91a1a}-0.61\%$
test_values[td0_return_estimate-False-False] 0.2241ms 0.1220ms 8.1983 KOps/s 8.0422 KOps/s $\color{#35bf28}+1.94\%$
test_values[td1_return_estimate-False-False] 28.6378ms 27.8998ms 35.8426 Ops/s 35.9881 Ops/s $\color{#d91a1a}-0.40\%$
test_values[vec_td1_return_estimate-False-False] 18.2935ms 17.6638ms 56.6129 Ops/s 56.9859 Ops/s $\color{#d91a1a}-0.65\%$
test_values[td_lambda_return_estimate-True-False] 43.0794ms 42.0543ms 23.7788 Ops/s 24.1441 Ops/s $\color{#d91a1a}-1.51\%$
test_values[vec_td_lambda_return_estimate-True-False] 18.0001ms 17.5602ms 56.9469 Ops/s 57.4407 Ops/s $\color{#d91a1a}-0.86\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 9.1438ms 8.8380ms 113.1479 Ops/s 113.8531 Ops/s $\color{#d91a1a}-0.62\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 1.7304ms 1.5335ms 652.1146 Ops/s 653.3984 Ops/s $\color{#d91a1a}-0.20\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.5007ms 0.4243ms 2.3567 KOps/s 2.3988 KOps/s $\color{#d91a1a}-1.75\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 30.2785ms 29.4511ms 33.9546 Ops/s 33.4840 Ops/s $\color{#35bf28}+1.41\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 1.8627ms 1.7248ms 579.7848 Ops/s 582.9370 Ops/s $\color{#d91a1a}-0.54\%$
test_dqn_speed[False-None] 6.3023ms 1.4331ms 697.7793 Ops/s 701.4392 Ops/s $\color{#d91a1a}-0.52\%$
test_dqn_speed[False-backward] 2.1103ms 1.9354ms 516.6961 Ops/s 511.9444 Ops/s $\color{#35bf28}+0.93\%$
test_dqn_speed[True-None] 0.6893ms 0.5275ms 1.8957 KOps/s 1.8979 KOps/s $\color{#d91a1a}-0.11\%$
test_dqn_speed[True-backward] 1.0185ms 0.9728ms 1.0280 KOps/s 945.7089 Ops/s $\textbf{\color{#35bf28}+8.70\%}$
test_dqn_speed[reduce-overhead-None] 0.5575ms 0.5068ms 1.9730 KOps/s 1.8824 KOps/s $\color{#35bf28}+4.81\%$
test_dqn_speed[reduce-overhead-backward] 0.9824ms 0.9532ms 1.0491 KOps/s 939.1394 Ops/s $\textbf{\color{#35bf28}+11.71\%}$
test_ddpg_speed[False-None] 3.2073ms 2.9057ms 344.1551 Ops/s 345.3122 Ops/s $\color{#d91a1a}-0.34\%$
test_ddpg_speed[False-backward] 4.2721ms 4.1289ms 242.1964 Ops/s 242.8444 Ops/s $\color{#d91a1a}-0.27\%$
test_ddpg_speed[True-None] 1.6127ms 1.3742ms 727.6738 Ops/s 705.4457 Ops/s $\color{#35bf28}+3.15\%$
test_ddpg_speed[True-backward] 2.5442ms 2.4066ms 415.5310 Ops/s 414.3308 Ops/s $\color{#35bf28}+0.29\%$
test_ddpg_speed[reduce-overhead-None] 1.7562ms 1.3721ms 728.8087 Ops/s 719.2374 Ops/s $\color{#35bf28}+1.33\%$
test_ddpg_speed[reduce-overhead-backward] 2.4698ms 2.4070ms 415.4572 Ops/s 420.8618 Ops/s $\color{#d91a1a}-1.28\%$
test_sac_speed[False-None] 8.4475ms 7.9668ms 125.5217 Ops/s 124.5637 Ops/s $\color{#35bf28}+0.77\%$
test_sac_speed[False-backward] 11.6572ms 11.3051ms 88.4554 Ops/s 88.4018 Ops/s $\color{#35bf28}+0.06\%$
test_sac_speed[True-None] 2.2753ms 2.1099ms 473.9490 Ops/s 469.4833 Ops/s $\color{#35bf28}+0.95\%$
test_sac_speed[True-backward] 4.3057ms 4.1293ms 242.1697 Ops/s 245.2933 Ops/s $\color{#d91a1a}-1.27\%$
test_sac_speed[reduce-overhead-None] 2.3191ms 2.1002ms 476.1439 Ops/s 468.4387 Ops/s $\color{#35bf28}+1.64\%$
test_sac_speed[reduce-overhead-backward] 4.1840ms 4.0898ms 244.5131 Ops/s 215.3218 Ops/s $\textbf{\color{#35bf28}+13.56\%}$
test_redq_speed[False-None] 13.4796ms 10.4516ms 95.6789 Ops/s 96.5958 Ops/s $\color{#d91a1a}-0.95\%$
test_redq_speed[False-backward] 20.9224ms 17.9646ms 55.6651 Ops/s 54.8926 Ops/s $\color{#35bf28}+1.41\%$
test_redq_speed[True-None] 4.5915ms 4.3796ms 228.3295 Ops/s 220.8438 Ops/s $\color{#35bf28}+3.39\%$
test_redq_speed[True-backward] 10.0928ms 9.8061ms 101.9779 Ops/s 99.9690 Ops/s $\color{#35bf28}+2.01\%$
test_redq_speed[reduce-overhead-None] 4.5558ms 4.3052ms 232.2754 Ops/s 228.6750 Ops/s $\color{#35bf28}+1.57\%$
test_redq_speed[reduce-overhead-backward] 10.2897ms 10.0682ms 99.3221 Ops/s 100.7646 Ops/s $\color{#d91a1a}-1.43\%$
test_redq_deprec_speed[False-None] 11.5021ms 11.0691ms 90.3413 Ops/s 90.4451 Ops/s $\color{#d91a1a}-0.11\%$
test_redq_deprec_speed[False-backward] 16.4793ms 16.0083ms 62.4675 Ops/s 62.5756 Ops/s $\color{#d91a1a}-0.17\%$
test_redq_deprec_speed[True-None] 3.8041ms 3.5954ms 278.1302 Ops/s 267.5156 Ops/s $\color{#35bf28}+3.97\%$
test_redq_deprec_speed[True-backward] 7.7593ms 7.5330ms 132.7501 Ops/s 113.1879 Ops/s $\textbf{\color{#35bf28}+17.28\%}$
test_redq_deprec_speed[reduce-overhead-None] 3.7865ms 3.5640ms 280.5826 Ops/s 284.2587 Ops/s $\color{#d91a1a}-1.29\%$
test_redq_deprec_speed[reduce-overhead-backward] 7.8511ms 7.5729ms 132.0491 Ops/s 129.5607 Ops/s $\color{#35bf28}+1.92\%$
test_td3_speed[False-None] 8.1920ms 8.0316ms 124.5081 Ops/s 119.4619 Ops/s $\color{#35bf28}+4.22\%$
test_td3_speed[False-backward] 11.5440ms 11.0243ms 90.7086 Ops/s 92.0395 Ops/s $\color{#d91a1a}-1.45\%$
test_td3_speed[True-None] 1.8368ms 1.7875ms 559.4473 Ops/s 557.8773 Ops/s $\color{#35bf28}+0.28\%$
test_td3_speed[True-backward] 3.7552ms 3.6116ms 276.8868 Ops/s 233.0814 Ops/s $\textbf{\color{#35bf28}+18.79\%}$
test_td3_speed[reduce-overhead-None] 1.8433ms 1.7615ms 567.6868 Ops/s 569.6591 Ops/s $\color{#d91a1a}-0.35\%$
test_td3_speed[reduce-overhead-backward] 3.7786ms 3.6103ms 276.9882 Ops/s 238.4893 Ops/s $\textbf{\color{#35bf28}+16.14\%}$
test_cql_speed[False-None] 30.3690ms 26.2946ms 38.0307 Ops/s 37.8337 Ops/s $\color{#35bf28}+0.52\%$
test_cql_speed[False-backward] 39.0995ms 35.5802ms 28.1055 Ops/s 27.8555 Ops/s $\color{#35bf28}+0.90\%$
test_cql_speed[True-None] 12.5667ms 12.2442ms 81.6711 Ops/s 79.8127 Ops/s $\color{#35bf28}+2.33\%$
test_cql_speed[True-backward] 19.5097ms 18.5307ms 53.9645 Ops/s 56.6991 Ops/s $\color{#d91a1a}-4.82\%$
test_cql_speed[reduce-overhead-None] 12.7956ms 12.4629ms 80.2382 Ops/s 86.4334 Ops/s $\textbf{\color{#d91a1a}-7.17\%}$
test_cql_speed[reduce-overhead-backward] 19.1391ms 18.3741ms 54.4243 Ops/s 58.4705 Ops/s $\textbf{\color{#d91a1a}-6.92\%}$
test_a2c_speed[False-None] 5.8315ms 5.3650ms 186.3933 Ops/s 194.9193 Ops/s $\color{#d91a1a}-4.37\%$
test_a2c_speed[False-backward] 12.3262ms 11.8483ms 84.4002 Ops/s 84.6487 Ops/s $\color{#d91a1a}-0.29\%$
test_a2c_speed[True-None] 3.9872ms 3.6630ms 273.0026 Ops/s 290.2549 Ops/s $\textbf{\color{#d91a1a}-5.94\%}$
test_a2c_speed[True-backward] 8.8597ms 8.5919ms 116.3889 Ops/s 109.4185 Ops/s $\textbf{\color{#35bf28}+6.37\%}$
test_a2c_speed[reduce-overhead-None] 3.8410ms 3.7074ms 269.7272 Ops/s 292.3215 Ops/s $\textbf{\color{#d91a1a}-7.73\%}$
test_a2c_speed[reduce-overhead-backward] 9.2493ms 8.8133ms 113.4645 Ops/s 118.2770 Ops/s $\color{#d91a1a}-4.07\%$
test_ppo_speed[False-None] 6.3102ms 5.9905ms 166.9299 Ops/s 178.0330 Ops/s $\textbf{\color{#d91a1a}-6.24\%}$
test_ppo_speed[False-backward] 13.1270ms 12.6855ms 78.8302 Ops/s 79.7199 Ops/s $\color{#d91a1a}-1.12\%$
test_ppo_speed[True-None] 4.7459ms 3.6712ms 272.3895 Ops/s 288.0124 Ops/s $\textbf{\color{#d91a1a}-5.42\%}$
test_ppo_speed[True-backward] 8.6534ms 8.4535ms 118.2947 Ops/s 122.6523 Ops/s $\color{#d91a1a}-3.55\%$
test_ppo_speed[reduce-overhead-None] 3.7610ms 3.6356ms 275.0542 Ops/s 295.0829 Ops/s $\textbf{\color{#d91a1a}-6.79\%}$
test_ppo_speed[reduce-overhead-backward] 9.2556ms 8.8026ms 113.6029 Ops/s 120.4567 Ops/s $\textbf{\color{#d91a1a}-5.69\%}$
test_reinforce_speed[False-None] 4.8553ms 4.5808ms 218.3009 Ops/s 234.1066 Ops/s $\textbf{\color{#d91a1a}-6.75\%}$
test_reinforce_speed[False-backward] 7.7624ms 7.4633ms 133.9892 Ops/s 139.7697 Ops/s $\color{#d91a1a}-4.14\%$
test_reinforce_speed[True-None] 3.0869ms 2.8606ms 349.5745 Ops/s 379.0851 Ops/s $\textbf{\color{#d91a1a}-7.78\%}$
test_reinforce_speed[True-backward] 8.2412ms 7.7038ms 129.8057 Ops/s 136.1899 Ops/s $\color{#d91a1a}-4.69\%$
test_reinforce_speed[reduce-overhead-None] 3.0051ms 2.8650ms 349.0445 Ops/s 338.4724 Ops/s $\color{#35bf28}+3.12\%$
test_reinforce_speed[reduce-overhead-backward] 8.1433ms 7.8149ms 127.9614 Ops/s 126.9755 Ops/s $\color{#35bf28}+0.78\%$
test_iql_speed[False-None] 25.5363ms 19.9679ms 50.0804 Ops/s 49.7133 Ops/s $\color{#35bf28}+0.74\%$
test_iql_speed[False-backward] 32.2931ms 30.5991ms 32.6807 Ops/s 32.7781 Ops/s $\color{#d91a1a}-0.30\%$
test_iql_speed[True-None] 8.9969ms 8.4690ms 118.0774 Ops/s 118.7032 Ops/s $\color{#d91a1a}-0.53\%$
test_iql_speed[True-backward] 17.1390ms 16.6976ms 59.8887 Ops/s 59.6266 Ops/s $\color{#35bf28}+0.44\%$
test_iql_speed[reduce-overhead-None] 8.7690ms 8.4688ms 118.0806 Ops/s 116.8700 Ops/s $\color{#35bf28}+1.04\%$
test_iql_speed[reduce-overhead-backward] 17.6173ms 17.1361ms 58.3563 Ops/s 58.5266 Ops/s $\color{#d91a1a}-0.29\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 7.6039ms 6.0447ms 165.4340 Ops/s 166.4995 Ops/s $\color{#d91a1a}-0.64\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.5971ms 0.3613ms 2.7676 KOps/s 2.7341 KOps/s $\color{#35bf28}+1.23\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.5650ms 0.3432ms 2.9134 KOps/s 2.8718 KOps/s $\color{#35bf28}+1.45\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 5.9748ms 5.7563ms 173.7227 Ops/s 175.9252 Ops/s $\color{#d91a1a}-1.25\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.5782s 0.6586ms 1.5185 KOps/s 3.1191 KOps/s $\textbf{\color{#d91a1a}-51.32\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5461ms 0.2945ms 3.3954 KOps/s 3.3626 KOps/s $\color{#35bf28}+0.97\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 1.4553ms 1.2731ms 785.4974 Ops/s 687.7320 Ops/s $\textbf{\color{#35bf28}+14.22\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 1.4052ms 1.1921ms 838.8597 Ops/s 740.6695 Ops/s $\textbf{\color{#35bf28}+13.26\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 6.0461ms 5.9286ms 168.6747 Ops/s 171.1156 Ops/s $\color{#d91a1a}-1.43\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 2.1447ms 0.4703ms 2.1262 KOps/s 1.9641 KOps/s $\textbf{\color{#35bf28}+8.26\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.7066ms 0.4499ms 2.2229 KOps/s 2.2651 KOps/s $\color{#d91a1a}-1.86\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 5.9058ms 5.7843ms 172.8819 Ops/s 175.5920 Ops/s $\color{#d91a1a}-1.54\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 1.9550ms 0.3089ms 3.2373 KOps/s 802.0855 Ops/s $\textbf{\color{#35bf28}+303.61\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.6085ms 0.3296ms 3.0341 KOps/s 3.9198 KOps/s $\textbf{\color{#d91a1a}-22.59\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 5.9718ms 5.7442ms 174.0873 Ops/s 173.0055 Ops/s $\color{#35bf28}+0.63\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.7776ms 0.3144ms 3.1804 KOps/s 3.6662 KOps/s $\textbf{\color{#d91a1a}-13.25\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5554ms 0.3101ms 3.2249 KOps/s 3.9736 KOps/s $\textbf{\color{#d91a1a}-18.84\%}$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 9.2194ms 6.0324ms 165.7707 Ops/s 167.7551 Ops/s $\color{#d91a1a}-1.18\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.9134ms 0.4293ms 2.3294 KOps/s 2.3462 KOps/s $\color{#d91a1a}-0.72\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.6955ms 0.4514ms 2.2154 KOps/s 2.4104 KOps/s $\textbf{\color{#d91a1a}-8.09\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.5086s 15.1416ms 66.0432 Ops/s 194.1137 Ops/s $\textbf{\color{#d91a1a}-65.98\%}$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 9.7133ms 2.0887ms 478.7637 Ops/s 438.6937 Ops/s $\textbf{\color{#35bf28}+9.13\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 7.6315ms 1.2229ms 817.7427 Ops/s 838.1766 Ops/s $\color{#d91a1a}-2.44\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 6.8438ms 5.1037ms 195.9378 Ops/s 56.1608 Ops/s $\textbf{\color{#35bf28}+248.89\%}$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 9.6678ms 2.0940ms 477.5522 Ops/s 487.8907 Ops/s $\color{#d91a1a}-2.12\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 7.2707ms 1.2536ms 797.7135 Ops/s 882.3849 Ops/s $\textbf{\color{#d91a1a}-9.60\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 6.8472ms 5.3145ms 188.1629 Ops/s 185.5036 Ops/s $\color{#35bf28}+1.43\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 0.4808s 11.6961ms 85.4986 Ops/s 450.1675 Ops/s $\textbf{\color{#d91a1a}-81.01\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 1.2200ms 1.0078ms 992.2587 Ops/s 799.7808 Ops/s $\textbf{\color{#35bf28}+24.07\%}$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] 35.2014ms 32.9736ms 30.3273 Ops/s 30.0352 Ops/s $\color{#35bf28}+0.97\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] 19.4180ms 18.1068ms 55.2280 Ops/s 56.5083 Ops/s $\color{#d91a1a}-2.27\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] 36.1371ms 33.6329ms 29.7328 Ops/s 29.1372 Ops/s $\color{#35bf28}+2.04\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] 19.4500ms 17.7504ms 56.3369 Ops/s 55.5521 Ops/s $\color{#35bf28}+1.41\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] 37.9718ms 35.5114ms 28.1599 Ops/s 27.8568 Ops/s $\color{#35bf28}+1.09\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] 20.8046ms 19.2426ms 51.9681 Ops/s 52.2979 Ops/s $\color{#d91a1a}-0.63\%$

vmoens added a commit that referenced this pull request Oct 30, 2025
@vmoens
[CI] Upgrade doc python version (#3222)
376a27d
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@vmoens