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[CI] Add pybind11 to list of deps #2846

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@vmoens vmoens commented Mar 10, 2025

[ghstack-poisoned]
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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2846

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vmoens added a commit that referenced this pull request Mar 10, 2025
ghstack-source-id: f32dfa9443eac8c1a2586763fe1be0b10be7496e
Pull Request resolved: #2846
@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 Mar 10, 2025
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of GPU Benchmark Tests

Total Benchmarks: 149. Improved: $\large\color{#35bf28}8$. Worsened: $\large\color{#d91a1a}18$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_simple 0.9518s 0.8676s 1.1526 Ops/s 1.2147 Ops/s $\textbf{\color{#d91a1a}-5.11\%}$
test_transformed 1.6273s 1.5396s 0.6495 Ops/s 0.6783 Ops/s $\color{#d91a1a}-4.24\%$
test_serial 2.5725s 2.4856s 0.4023 Ops/s 0.4210 Ops/s $\color{#d91a1a}-4.44\%$
test_parallel 2.0668s 1.9132s 0.5227 Ops/s 0.5241 Ops/s $\color{#d91a1a}-0.27\%$
test_step_mdp_speed[True-True-True-True-True] 0.1803ms 42.0553μs 23.7782 KOps/s 23.7886 KOps/s $\color{#d91a1a}-0.04\%$
test_step_mdp_speed[True-True-True-True-False] 51.9910μs 24.3076μs 41.1394 KOps/s 40.8614 KOps/s $\color{#35bf28}+0.68\%$
test_step_mdp_speed[True-True-True-False-True] 53.6720μs 23.1905μs 43.1210 KOps/s 44.1202 KOps/s $\color{#d91a1a}-2.26\%$
test_step_mdp_speed[True-True-True-False-False] 44.2610μs 13.4453μs 74.3756 KOps/s 76.0980 KOps/s $\color{#d91a1a}-2.26\%$
test_step_mdp_speed[True-True-False-True-True] 0.1099ms 43.1387μs 23.1810 KOps/s 22.9225 KOps/s $\color{#35bf28}+1.13\%$
test_step_mdp_speed[True-True-False-True-False] 53.8210μs 26.2072μs 38.1575 KOps/s 38.0106 KOps/s $\color{#35bf28}+0.39\%$
test_step_mdp_speed[True-True-False-False-True] 50.6010μs 25.3982μs 39.3729 KOps/s 39.2313 KOps/s $\color{#35bf28}+0.36\%$
test_step_mdp_speed[True-True-False-False-False] 51.9910μs 15.9178μs 62.8227 KOps/s 63.6846 KOps/s $\color{#d91a1a}-1.35\%$
test_step_mdp_speed[True-False-True-True-True] 73.5920μs 47.1308μs 21.2176 KOps/s 21.6491 KOps/s $\color{#d91a1a}-1.99\%$
test_step_mdp_speed[True-False-True-True-False] 77.5620μs 29.2030μs 34.2431 KOps/s 34.7604 KOps/s $\color{#d91a1a}-1.49\%$
test_step_mdp_speed[True-False-True-False-True] 63.0910μs 25.9492μs 38.5368 KOps/s 39.5427 KOps/s $\color{#d91a1a}-2.54\%$
test_step_mdp_speed[True-False-True-False-False] 39.1910μs 15.8530μs 63.0796 KOps/s 63.8379 KOps/s $\color{#d91a1a}-1.19\%$
test_step_mdp_speed[True-False-False-True-True] 77.6010μs 49.3234μs 20.2743 KOps/s 20.5539 KOps/s $\color{#d91a1a}-1.36\%$
test_step_mdp_speed[True-False-False-True-False] 66.3910μs 31.2374μs 32.0129 KOps/s 32.4490 KOps/s $\color{#d91a1a}-1.34\%$
test_step_mdp_speed[True-False-False-False-True] 54.4310μs 28.3798μs 35.2364 KOps/s 35.9164 KOps/s $\color{#d91a1a}-1.89\%$
test_step_mdp_speed[True-False-False-False-False] 60.1110μs 18.5717μs 53.8454 KOps/s 55.2225 KOps/s $\color{#d91a1a}-2.49\%$
test_step_mdp_speed[False-True-True-True-True] 80.1620μs 46.8760μs 21.3329 KOps/s 21.5366 KOps/s $\color{#d91a1a}-0.95\%$
test_step_mdp_speed[False-True-True-True-False] 59.4010μs 29.3992μs 34.0145 KOps/s 34.1553 KOps/s $\color{#d91a1a}-0.41\%$
test_step_mdp_speed[False-True-True-False-True] 2.4848ms 30.5412μs 32.7426 KOps/s 33.4018 KOps/s $\color{#d91a1a}-1.97\%$
test_step_mdp_speed[False-True-True-False-False] 49.5210μs 18.1177μs 55.1947 KOps/s 56.1615 KOps/s $\color{#d91a1a}-1.72\%$
test_step_mdp_speed[False-True-False-True-True] 83.9420μs 49.7760μs 20.0900 KOps/s 20.1007 KOps/s $\color{#d91a1a}-0.05\%$
test_step_mdp_speed[False-True-False-True-False] 63.8320μs 31.5301μs 31.7157 KOps/s 31.5585 KOps/s $\color{#35bf28}+0.50\%$
test_step_mdp_speed[False-True-False-False-True] 65.5310μs 32.4571μs 30.8099 KOps/s 31.2122 KOps/s $\color{#d91a1a}-1.29\%$
test_step_mdp_speed[False-True-False-False-False] 42.1110μs 20.0762μs 49.8101 KOps/s 50.1733 KOps/s $\color{#d91a1a}-0.72\%$
test_step_mdp_speed[False-False-True-True-True] 93.0320μs 51.4825μs 19.4241 KOps/s 19.8945 KOps/s $\color{#d91a1a}-2.36\%$
test_step_mdp_speed[False-False-True-True-False] 61.1210μs 34.1692μs 29.2661 KOps/s 29.3074 KOps/s $\color{#d91a1a}-0.14\%$
test_step_mdp_speed[False-False-True-False-True] 66.9520μs 32.2339μs 31.0232 KOps/s 31.4202 KOps/s $\color{#d91a1a}-1.26\%$
test_step_mdp_speed[False-False-True-False-False] 44.8810μs 20.1914μs 49.5260 KOps/s 50.2078 KOps/s $\color{#d91a1a}-1.36\%$
test_step_mdp_speed[False-False-False-True-True] 87.1720μs 53.7385μs 18.6086 KOps/s 18.8847 KOps/s $\color{#d91a1a}-1.46\%$
test_step_mdp_speed[False-False-False-True-False] 69.6910μs 36.4669μs 27.4221 KOps/s 27.6548 KOps/s $\color{#d91a1a}-0.84\%$
test_step_mdp_speed[False-False-False-False-True] 65.2120μs 33.8728μs 29.5222 KOps/s 30.0012 KOps/s $\color{#d91a1a}-1.60\%$
test_step_mdp_speed[False-False-False-False-False] 52.4610μs 22.2504μs 44.9429 KOps/s 44.9565 KOps/s $\color{#d91a1a}-0.03\%$
test_values[generalized_advantage_estimate-True-True] 26.3255ms 25.7273ms 38.8692 Ops/s 39.6475 Ops/s $\color{#d91a1a}-1.96\%$
test_values[vec_generalized_advantage_estimate-True-True] 0.1059s 3.0314ms 329.8760 Ops/s 354.3848 Ops/s $\textbf{\color{#d91a1a}-6.92\%}$
test_values[td0_return_estimate-False-False] 0.1542ms 86.9365μs 11.5026 KOps/s 12.5977 KOps/s $\textbf{\color{#d91a1a}-8.69\%}$
test_values[td1_return_estimate-False-False] 60.2535ms 58.6108ms 17.0617 Ops/s 17.7777 Ops/s $\color{#d91a1a}-4.03\%$
test_values[vec_td1_return_estimate-False-False] 1.3568ms 1.1015ms 907.8787 Ops/s 919.4736 Ops/s $\color{#d91a1a}-1.26\%$
test_values[td_lambda_return_estimate-True-False] 95.3796ms 92.5850ms 10.8009 Ops/s 11.4089 Ops/s $\textbf{\color{#d91a1a}-5.33\%}$
test_values[vec_td_lambda_return_estimate-True-False] 1.3972ms 1.1040ms 905.8234 Ops/s 924.2525 Ops/s $\color{#d91a1a}-1.99\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 27.1754ms 26.5252ms 37.7001 Ops/s 40.5140 Ops/s $\textbf{\color{#d91a1a}-6.95\%}$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 1.0584ms 0.7736ms 1.2927 KOps/s 1.3240 KOps/s $\color{#d91a1a}-2.36\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.7266ms 0.6796ms 1.4714 KOps/s 1.4889 KOps/s $\color{#d91a1a}-1.18\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 1.5644ms 1.5025ms 665.5579 Ops/s 667.0063 Ops/s $\color{#d91a1a}-0.22\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 0.7662ms 0.7269ms 1.3757 KOps/s 1.4115 KOps/s $\color{#d91a1a}-2.54\%$
test_dqn_speed[False-None] 1.6661ms 1.5675ms 637.9645 Ops/s 651.2775 Ops/s $\color{#d91a1a}-2.04\%$
test_dqn_speed[False-backward] 2.2485ms 2.1902ms 456.5720 Ops/s 464.1865 Ops/s $\color{#d91a1a}-1.64\%$
test_dqn_speed[True-None] 0.6068ms 0.5574ms 1.7941 KOps/s 1.7102 KOps/s $\color{#35bf28}+4.91\%$
test_dqn_speed[True-backward] 1.2998ms 1.2424ms 804.8864 Ops/s 876.6595 Ops/s $\textbf{\color{#d91a1a}-8.19\%}$
test_dqn_speed[reduce-overhead-None] 0.6493ms 0.5754ms 1.7379 KOps/s 1.6779 KOps/s $\color{#35bf28}+3.58\%$
test_dqn_speed[reduce-overhead-backward] 1.1380ms 1.0815ms 924.6050 Ops/s 1.0239 KOps/s $\textbf{\color{#d91a1a}-9.69\%}$
test_ddpg_speed[False-None] 3.2546ms 2.9215ms 342.2888 Ops/s 348.6234 Ops/s $\color{#d91a1a}-1.82\%$
test_ddpg_speed[False-backward] 4.7843ms 4.3279ms 231.0570 Ops/s 238.3426 Ops/s $\color{#d91a1a}-3.06\%$
test_ddpg_speed[True-None] 1.4318ms 1.3579ms 736.4284 Ops/s 745.1810 Ops/s $\color{#d91a1a}-1.17\%$
test_ddpg_speed[True-backward] 2.6610ms 2.6268ms 380.6937 Ops/s 405.1892 Ops/s $\textbf{\color{#d91a1a}-6.05\%}$
test_ddpg_speed[reduce-overhead-None] 1.4999ms 1.3699ms 729.9740 Ops/s 735.5559 Ops/s $\color{#d91a1a}-0.76\%$
test_ddpg_speed[reduce-overhead-backward] 2.1183ms 2.0729ms 482.4049 Ops/s 507.0124 Ops/s $\color{#d91a1a}-4.85\%$
test_sac_speed[False-None] 8.7557ms 8.3245ms 120.1269 Ops/s 119.5685 Ops/s $\color{#35bf28}+0.47\%$
test_sac_speed[False-backward] 12.0409ms 11.5531ms 86.5566 Ops/s 89.1806 Ops/s $\color{#d91a1a}-2.94\%$
test_sac_speed[True-None] 2.0284ms 1.8650ms 536.1869 Ops/s 537.9462 Ops/s $\color{#d91a1a}-0.33\%$
test_sac_speed[True-backward] 3.9548ms 3.8629ms 258.8723 Ops/s 263.6077 Ops/s $\color{#d91a1a}-1.80\%$
test_sac_speed[reduce-overhead-None] 21.0734ms 11.9783ms 83.4843 Ops/s 80.9044 Ops/s $\color{#35bf28}+3.19\%$
test_sac_speed[reduce-overhead-backward] 1.8991ms 1.8105ms 552.3403 Ops/s 546.4504 Ops/s $\color{#35bf28}+1.08\%$
test_redq_speed[False-None] 9.3316ms 7.9161ms 126.3254 Ops/s 129.5973 Ops/s $\color{#d91a1a}-2.52\%$
test_redq_speed[False-backward] 12.6682ms 12.1728ms 82.1507 Ops/s 82.8247 Ops/s $\color{#d91a1a}-0.81\%$
test_redq_speed[True-None] 2.4257ms 2.3574ms 424.1923 Ops/s 422.7826 Ops/s $\color{#35bf28}+0.33\%$
test_redq_speed[True-backward] 4.5548ms 4.2760ms 233.8653 Ops/s 244.3201 Ops/s $\color{#d91a1a}-4.28\%$
test_redq_speed[reduce-overhead-None] 2.4906ms 2.3869ms 418.9468 Ops/s 421.6007 Ops/s $\color{#d91a1a}-0.63\%$
test_redq_speed[reduce-overhead-backward] 4.2979ms 4.1276ms 242.2692 Ops/s 229.9060 Ops/s $\textbf{\color{#35bf28}+5.38\%}$
test_redq_deprec_speed[False-None] 9.8872ms 9.3944ms 106.4461 Ops/s 109.0589 Ops/s $\color{#d91a1a}-2.40\%$
test_redq_deprec_speed[False-backward] 13.0046ms 12.4612ms 80.2494 Ops/s 80.1283 Ops/s $\color{#35bf28}+0.15\%$
test_redq_deprec_speed[True-None] 2.8231ms 2.6804ms 373.0782 Ops/s 373.5190 Ops/s $\color{#d91a1a}-0.12\%$
test_redq_deprec_speed[True-backward] 4.8828ms 4.4427ms 225.0899 Ops/s 216.0065 Ops/s $\color{#35bf28}+4.21\%$
test_redq_deprec_speed[reduce-overhead-None] 2.8597ms 2.6845ms 372.5034 Ops/s 366.0249 Ops/s $\color{#35bf28}+1.77\%$
test_redq_deprec_speed[reduce-overhead-backward] 4.9634ms 4.5016ms 222.1443 Ops/s 219.7393 Ops/s $\color{#35bf28}+1.09\%$
test_td3_speed[False-None] 8.6001ms 8.2396ms 121.3650 Ops/s 124.4495 Ops/s $\color{#d91a1a}-2.48\%$
test_td3_speed[False-backward] 11.2792ms 10.6520ms 93.8788 Ops/s 93.5679 Ops/s $\color{#35bf28}+0.33\%$
test_td3_speed[True-None] 1.6925ms 1.6640ms 600.9450 Ops/s 604.5724 Ops/s $\color{#d91a1a}-0.60\%$
test_td3_speed[True-backward] 3.3253ms 3.2564ms 307.0866 Ops/s 290.8267 Ops/s $\textbf{\color{#35bf28}+5.59\%}$
test_td3_speed[reduce-overhead-None] 78.8245ms 27.2491ms 36.6985 Ops/s 36.8968 Ops/s $\color{#d91a1a}-0.54\%$
test_td3_speed[reduce-overhead-backward] 1.4184ms 1.3482ms 741.7091 Ops/s 662.0496 Ops/s $\textbf{\color{#35bf28}+12.03\%}$
test_cql_speed[False-None] 17.7751ms 17.3001ms 57.8032 Ops/s 58.9397 Ops/s $\color{#d91a1a}-1.93\%$
test_cql_speed[False-backward] 22.9704ms 22.5919ms 44.2636 Ops/s 44.3516 Ops/s $\color{#d91a1a}-0.20\%$
test_cql_speed[True-None] 3.5683ms 3.4206ms 292.3432 Ops/s 304.0937 Ops/s $\color{#d91a1a}-3.86\%$
test_cql_speed[True-backward] 6.2930ms 5.8222ms 171.7556 Ops/s 176.2527 Ops/s $\color{#d91a1a}-2.55\%$
test_cql_speed[reduce-overhead-None] 0.5893s 16.4444ms 60.8109 Ops/s 73.9747 Ops/s $\textbf{\color{#d91a1a}-17.80\%}$
test_cql_speed[reduce-overhead-backward] 2.0863ms 2.0179ms 495.5742 Ops/s 526.0375 Ops/s $\textbf{\color{#d91a1a}-5.79\%}$
test_a2c_speed[False-None] 3.4799ms 3.3393ms 299.4663 Ops/s 304.9420 Ops/s $\color{#d91a1a}-1.80\%$
test_a2c_speed[False-backward] 7.3183ms 6.4837ms 154.2337 Ops/s 160.4482 Ops/s $\color{#d91a1a}-3.87\%$
test_a2c_speed[True-None] 1.5058ms 1.3794ms 724.9460 Ops/s 722.9985 Ops/s $\color{#35bf28}+0.27\%$
test_a2c_speed[True-backward] 3.2188ms 3.1357ms 318.9106 Ops/s 315.0912 Ops/s $\color{#35bf28}+1.21\%$
test_a2c_speed[reduce-overhead-None] 16.5425ms 9.1492ms 109.2993 Ops/s 107.2639 Ops/s $\color{#35bf28}+1.90\%$
test_a2c_speed[reduce-overhead-backward] 1.7236ms 1.6286ms 614.0305 Ops/s 602.2474 Ops/s $\color{#35bf28}+1.96\%$
test_ppo_speed[False-None] 3.9482ms 3.8031ms 262.9461 Ops/s 265.6675 Ops/s $\color{#d91a1a}-1.02\%$
test_ppo_speed[False-backward] 7.6132ms 7.2328ms 138.2599 Ops/s 139.7436 Ops/s $\color{#d91a1a}-1.06\%$
test_ppo_speed[True-None] 1.5510ms 1.4379ms 695.4600 Ops/s 677.2182 Ops/s $\color{#35bf28}+2.69\%$
test_ppo_speed[True-backward] 3.4350ms 3.3095ms 302.1646 Ops/s 300.6774 Ops/s $\color{#35bf28}+0.49\%$
test_ppo_speed[reduce-overhead-None] 1.0718ms 0.9851ms 1.0151 KOps/s 985.8479 Ops/s $\color{#35bf28}+2.97\%$
test_ppo_speed[reduce-overhead-backward] 1.6409ms 1.5790ms 633.2981 Ops/s 629.2431 Ops/s $\color{#35bf28}+0.64\%$
test_reinforce_speed[False-None] 2.4992ms 2.3378ms 427.7510 Ops/s 418.7899 Ops/s $\color{#35bf28}+2.14\%$
test_reinforce_speed[False-backward] 3.9696ms 3.5128ms 284.6713 Ops/s 283.0334 Ops/s $\color{#35bf28}+0.58\%$
test_reinforce_speed[True-None] 1.4329ms 1.3109ms 762.8353 Ops/s 762.1926 Ops/s $\color{#35bf28}+0.08\%$
test_reinforce_speed[True-backward] 3.1920ms 3.1513ms 317.3318 Ops/s 320.3166 Ops/s $\color{#d91a1a}-0.93\%$
test_reinforce_speed[reduce-overhead-None] 19.1177ms 10.5544ms 94.7476 Ops/s 93.0056 Ops/s $\color{#35bf28}+1.87\%$
test_reinforce_speed[reduce-overhead-backward] 1.7022ms 1.6539ms 604.6438 Ops/s 604.3550 Ops/s $\color{#35bf28}+0.05\%$
test_iql_speed[False-None] 9.9636ms 9.4704ms 105.5918 Ops/s 106.4152 Ops/s $\color{#d91a1a}-0.77\%$
test_iql_speed[False-backward] 13.8856ms 13.4462ms 74.3706 Ops/s 72.7829 Ops/s $\color{#35bf28}+2.18\%$
test_iql_speed[True-None] 2.5569ms 2.3033ms 434.1657 Ops/s 438.1394 Ops/s $\color{#d91a1a}-0.91\%$
test_iql_speed[True-backward] 5.5165ms 5.0936ms 196.3256 Ops/s 195.7870 Ops/s $\color{#35bf28}+0.28\%$
test_iql_speed[reduce-overhead-None] 0.5266s 13.3024ms 75.1746 Ops/s 87.1520 Ops/s $\textbf{\color{#d91a1a}-13.74\%}$
test_iql_speed[reduce-overhead-backward] 2.1581ms 2.0758ms 481.7400 Ops/s 470.7404 Ops/s $\color{#35bf28}+2.34\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 7.8869ms 6.4368ms 155.3577 Ops/s 155.6142 Ops/s $\color{#d91a1a}-0.16\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.4974ms 0.3033ms 3.2975 KOps/s 3.0090 KOps/s $\textbf{\color{#35bf28}+9.58\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.5639ms 0.2947ms 3.3934 KOps/s 3.3991 KOps/s $\color{#d91a1a}-0.17\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.5086ms 6.1527ms 162.5291 Ops/s 163.9068 Ops/s $\color{#d91a1a}-0.84\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 2.1260ms 0.3087ms 3.2392 KOps/s 3.3076 KOps/s $\color{#d91a1a}-2.07\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.6063ms 0.2878ms 3.4744 KOps/s 3.3330 KOps/s $\color{#35bf28}+4.24\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 1.6323ms 1.3857ms 721.6616 Ops/s 691.1604 Ops/s $\color{#35bf28}+4.41\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 1.6323ms 1.2942ms 772.6564 Ops/s 761.3952 Ops/s $\color{#35bf28}+1.48\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 6.4129ms 6.2838ms 159.1395 Ops/s 159.5882 Ops/s $\color{#d91a1a}-0.28\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 2.1162ms 0.4582ms 2.1826 KOps/s 2.0376 KOps/s $\textbf{\color{#35bf28}+7.12\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.8090ms 0.3964ms 2.5230 KOps/s 2.5666 KOps/s $\color{#d91a1a}-1.70\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.3312ms 6.1743ms 161.9620 Ops/s 160.7336 Ops/s $\color{#35bf28}+0.76\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 1.8074ms 0.3855ms 2.5942 KOps/s 3.7504 KOps/s $\textbf{\color{#d91a1a}-30.83\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 1.2872ms 0.3679ms 2.7183 KOps/s 3.7418 KOps/s $\textbf{\color{#d91a1a}-27.35\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.4555ms 6.0720ms 164.6898 Ops/s 162.4039 Ops/s $\color{#35bf28}+1.41\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.7519ms 0.3364ms 2.9724 KOps/s 3.1958 KOps/s $\textbf{\color{#d91a1a}-6.99\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5582ms 0.3139ms 3.1855 KOps/s 3.0783 KOps/s $\color{#35bf28}+3.48\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 6.6504ms 6.2945ms 158.8687 Ops/s 158.3913 Ops/s $\color{#35bf28}+0.30\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 1.8773ms 0.4618ms 2.1656 KOps/s 2.3292 KOps/s $\textbf{\color{#d91a1a}-7.03\%}$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.7699ms 0.4399ms 2.2733 KOps/s 2.5325 KOps/s $\textbf{\color{#d91a1a}-10.23\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 7.3015ms 5.6574ms 176.7599 Ops/s 173.5733 Ops/s $\color{#35bf28}+1.84\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 10.2640ms 2.1211ms 471.4529 Ops/s 432.2702 Ops/s $\textbf{\color{#35bf28}+9.06\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 6.7965ms 1.2521ms 798.6448 Ops/s 827.9803 Ops/s $\color{#d91a1a}-3.54\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 7.3875ms 5.8067ms 172.2140 Ops/s 172.5706 Ops/s $\color{#d91a1a}-0.21\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 10.6994ms 2.1905ms 456.5072 Ops/s 430.4338 Ops/s $\textbf{\color{#35bf28}+6.06\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 3.5408ms 1.1610ms 861.3519 Ops/s 835.7541 Ops/s $\color{#35bf28}+3.06\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.5179s 16.1951ms 61.7470 Ops/s 30.4921 Ops/s $\textbf{\color{#35bf28}+102.50\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 8.2027ms 2.1792ms 458.8743 Ops/s 496.1800 Ops/s $\textbf{\color{#d91a1a}-7.52\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 8.7249ms 1.3600ms 735.3015 Ops/s 821.5094 Ops/s $\textbf{\color{#d91a1a}-10.49\%}$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] 14.1010ms 13.6383ms 73.3232 Ops/s 71.4453 Ops/s $\color{#35bf28}+2.63\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] 18.8377ms 17.0084ms 58.7943 Ops/s 59.0261 Ops/s $\color{#d91a1a}-0.39\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] 18.8032ms 18.1032ms 55.2390 Ops/s 54.1198 Ops/s $\color{#35bf28}+2.07\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] 19.0798ms 17.3006ms 57.8014 Ops/s 58.1124 Ops/s $\color{#d91a1a}-0.54\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] 18.5567ms 18.1159ms 55.2001 Ops/s 54.1210 Ops/s $\color{#35bf28}+1.99\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] 20.1035ms 18.7191ms 53.4213 Ops/s 54.6367 Ops/s $\color{#d91a1a}-2.22\%$

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