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vmoens merged 3 commits into from
Dec 18, 2025
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[CI] Fix uv install with --no-deps #3261

vmoens merged 3 commits into from
Dec 18, 2025

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@vmoens vmoens commented Dec 18, 2025 •
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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/3261

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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 Dec 18, 2025
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 164. Improved: $\large\color{#35bf28}19$. Worsened: $\large\color{#d91a1a}8$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_tensor_to_bytestream_speed[pickle] 82.5083μs 81.3665μs 12.2901 KOps/s 12.1071 KOps/s $\color{#35bf28}+1.51\%$
test_tensor_to_bytestream_speed[torch.save] 0.1399ms 0.1393ms 7.1773 KOps/s 7.0818 KOps/s $\color{#35bf28}+1.35\%$
test_tensor_to_bytestream_speed[untyped_storage] 0.1186s 0.1184s 8.4439 Ops/s 8.2856 Ops/s $\color{#35bf28}+1.91\%$
test_tensor_to_bytestream_speed[numpy] 2.7389μs 2.7265μs 366.7693 KOps/s 370.2247 KOps/s $\color{#d91a1a}-0.93\%$
test_tensor_to_bytestream_speed[safetensors] 41.0044μs 39.1232μs 25.5603 KOps/s 24.9435 KOps/s $\color{#35bf28}+2.47\%$
test_simple 0.5661s 0.5541s 1.8048 Ops/s 1.7216 Ops/s $\color{#35bf28}+4.84\%$
test_transformed 1.1211s 1.1200s 0.8929 Ops/s 0.8694 Ops/s $\color{#35bf28}+2.70\%$
test_serial 1.6864s 1.6775s 0.5961 Ops/s 0.5933 Ops/s $\color{#35bf28}+0.48\%$
test_parallel 1.2589s 1.1865s 0.8428 Ops/s 0.8993 Ops/s $\textbf{\color{#d91a1a}-6.28\%}$
test_step_mdp_speed[True-True-True-True-True] 0.1433ms 45.6602μs 21.9009 KOps/s 21.9225 KOps/s $\color{#d91a1a}-0.10\%$
test_step_mdp_speed[True-True-True-True-False] 64.0710μs 25.7329μs 38.8608 KOps/s 39.1314 KOps/s $\color{#d91a1a}-0.69\%$
test_step_mdp_speed[True-True-True-False-True] 0.1036ms 25.0966μs 39.8461 KOps/s 39.2666 KOps/s $\color{#35bf28}+1.48\%$
test_step_mdp_speed[True-True-True-False-False] 54.0310μs 13.8310μs 72.3015 KOps/s 70.8747 KOps/s $\color{#35bf28}+2.01\%$
test_step_mdp_speed[True-True-False-True-True] 80.1220μs 47.8653μs 20.8920 KOps/s 20.5128 KOps/s $\color{#35bf28}+1.85\%$
test_step_mdp_speed[True-True-False-True-False] 61.6610μs 28.3555μs 35.2665 KOps/s 35.4426 KOps/s $\color{#d91a1a}-0.50\%$
test_step_mdp_speed[True-True-False-False-True] 0.1445ms 27.8659μs 35.8862 KOps/s 35.1851 KOps/s $\color{#35bf28}+1.99\%$
test_step_mdp_speed[True-True-False-False-False] 73.4310μs 16.5994μs 60.2432 KOps/s 58.7012 KOps/s $\color{#35bf28}+2.63\%$
test_step_mdp_speed[True-False-True-True-True] 0.1047ms 50.6344μs 19.7494 KOps/s 19.1652 KOps/s $\color{#35bf28}+3.05\%$
test_step_mdp_speed[True-False-True-True-False] 71.3810μs 31.1346μs 32.1186 KOps/s 31.7774 KOps/s $\color{#35bf28}+1.07\%$
test_step_mdp_speed[True-False-True-False-True] 69.8120μs 28.2390μs 35.4120 KOps/s 35.0520 KOps/s $\color{#35bf28}+1.03\%$
test_step_mdp_speed[True-False-True-False-False] 46.7910μs 17.0733μs 58.5709 KOps/s 59.0598 KOps/s $\color{#d91a1a}-0.83\%$
test_step_mdp_speed[True-False-False-True-True] 96.9120μs 54.5429μs 18.3342 KOps/s 18.4338 KOps/s $\color{#d91a1a}-0.54\%$
test_step_mdp_speed[True-False-False-True-False] 96.1520μs 34.1206μs 29.3078 KOps/s 29.4054 KOps/s $\color{#d91a1a}-0.33\%$
test_step_mdp_speed[True-False-False-False-True] 82.5120μs 31.0497μs 32.2064 KOps/s 32.1442 KOps/s $\color{#35bf28}+0.19\%$
test_step_mdp_speed[True-False-False-False-False] 50.8910μs 19.8241μs 50.4437 KOps/s 50.5904 KOps/s $\color{#d91a1a}-0.29\%$
test_step_mdp_speed[False-True-True-True-True] 84.7020μs 51.3685μs 19.4672 KOps/s 19.3236 KOps/s $\color{#35bf28}+0.74\%$
test_step_mdp_speed[False-True-True-True-False] 79.3010μs 31.2995μs 31.9494 KOps/s 31.8690 KOps/s $\color{#35bf28}+0.25\%$
test_step_mdp_speed[False-True-True-False-True] 2.2833ms 32.1170μs 31.1361 KOps/s 30.4833 KOps/s $\color{#35bf28}+2.14\%$
test_step_mdp_speed[False-True-True-False-False] 50.2610μs 18.4889μs 54.0865 KOps/s 53.6787 KOps/s $\color{#35bf28}+0.76\%$
test_step_mdp_speed[False-True-False-True-True] 0.1434ms 53.7108μs 18.6182 KOps/s 18.3562 KOps/s $\color{#35bf28}+1.43\%$
test_step_mdp_speed[False-True-False-True-False] 80.5920μs 33.8503μs 29.5418 KOps/s 29.5217 KOps/s $\color{#35bf28}+0.07\%$
test_step_mdp_speed[False-True-False-False-True] 87.6620μs 34.2177μs 29.2246 KOps/s 28.7185 KOps/s $\color{#35bf28}+1.76\%$
test_step_mdp_speed[False-True-False-False-False] 64.8210μs 21.1514μs 47.2781 KOps/s 47.0048 KOps/s $\color{#35bf28}+0.58\%$
test_step_mdp_speed[False-False-True-True-True] 85.6810μs 56.5878μs 17.6716 KOps/s 17.4641 KOps/s $\color{#35bf28}+1.19\%$
test_step_mdp_speed[False-False-True-True-False] 91.1710μs 36.7711μs 27.1953 KOps/s 27.0802 KOps/s $\color{#35bf28}+0.42\%$
test_step_mdp_speed[False-False-True-False-True] 92.8620μs 34.4979μs 28.9873 KOps/s 28.5124 KOps/s $\color{#35bf28}+1.67\%$
test_step_mdp_speed[False-False-True-False-False] 56.5910μs 21.6651μs 46.1573 KOps/s 46.7290 KOps/s $\color{#d91a1a}-1.22\%$
test_step_mdp_speed[False-False-False-True-True] 0.1016ms 59.1165μs 16.9158 KOps/s 16.9578 KOps/s $\color{#d91a1a}-0.25\%$
test_step_mdp_speed[False-False-False-True-False] 0.1086ms 39.2702μs 25.4646 KOps/s 25.4055 KOps/s $\color{#35bf28}+0.23\%$
test_step_mdp_speed[False-False-False-False-True] 73.7210μs 36.6697μs 27.2705 KOps/s 26.7726 KOps/s $\color{#35bf28}+1.86\%$
test_step_mdp_speed[False-False-False-False-False] 57.5310μs 23.6721μs 42.2438 KOps/s 42.1562 KOps/s $\color{#35bf28}+0.21\%$
test_non_tensor_env_rollout_speed[1000-single-True] 0.8805s 0.7796s 1.2827 Ops/s 1.2862 Ops/s $\color{#d91a1a}-0.27\%$
test_non_tensor_env_rollout_speed[1000-single-False] 0.7401s 0.6424s 1.5567 Ops/s 1.5590 Ops/s $\color{#d91a1a}-0.14\%$
test_non_tensor_env_rollout_speed[1000-serial-no-buffers-True] 1.7780s 1.6992s 0.5885 Ops/s 0.5939 Ops/s $\color{#d91a1a}-0.90\%$
test_non_tensor_env_rollout_speed[1000-serial-no-buffers-False] 1.5545s 1.4732s 0.6788 Ops/s 0.6839 Ops/s $\color{#d91a1a}-0.75\%$
test_non_tensor_env_rollout_speed[1000-serial-buffers-True] 2.0301s 1.9520s 0.5123 Ops/s 0.5144 Ops/s $\color{#d91a1a}-0.40\%$
test_non_tensor_env_rollout_speed[1000-serial-buffers-False] 1.8076s 1.7263s 0.5793 Ops/s 0.5831 Ops/s $\color{#d91a1a}-0.66\%$
test_non_tensor_env_rollout_speed[1000-parallel-no-buffers-True] 4.7021s 4.6511s 0.2150 Ops/s 0.2122 Ops/s $\color{#35bf28}+1.34\%$
test_non_tensor_env_rollout_speed[1000-parallel-no-buffers-False] 4.6140s 4.4537s 0.2245 Ops/s 0.2223 Ops/s $\color{#35bf28}+1.01\%$
test_non_tensor_env_rollout_speed[1000-parallel-buffers-True] 2.1757s 2.0606s 0.4853 Ops/s 0.4997 Ops/s $\color{#d91a1a}-2.89\%$
test_non_tensor_env_rollout_speed[1000-parallel-buffers-False] 1.7736s 1.6814s 0.5948 Ops/s 0.5942 Ops/s $\color{#35bf28}+0.09\%$
test_values[generalized_advantage_estimate-True-True] 10.5555ms 10.0818ms 99.1889 Ops/s 98.7248 Ops/s $\color{#35bf28}+0.47\%$
test_values[vec_generalized_advantage_estimate-True-True] 21.5334ms 18.0204ms 55.4928 Ops/s 57.0202 Ops/s $\color{#d91a1a}-2.68\%$
test_values[td0_return_estimate-False-False] 0.2519ms 0.1345ms 7.4348 KOps/s 7.7608 KOps/s $\color{#d91a1a}-4.20\%$
test_values[td1_return_estimate-False-False] 28.5676ms 27.7623ms 36.0200 Ops/s 36.2767 Ops/s $\color{#d91a1a}-0.71\%$
test_values[vec_td1_return_estimate-False-False] 22.9865ms 18.0226ms 55.4859 Ops/s 57.0873 Ops/s $\color{#d91a1a}-2.81\%$
test_values[td_lambda_return_estimate-True-False] 44.5895ms 40.8016ms 24.5089 Ops/s 24.6988 Ops/s $\color{#d91a1a}-0.77\%$
test_values[vec_td_lambda_return_estimate-True-False] 20.6330ms 17.8457ms 56.0360 Ops/s 56.4497 Ops/s $\color{#d91a1a}-0.73\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 9.3650ms 8.9265ms 112.0263 Ops/s 109.8210 Ops/s $\color{#35bf28}+2.01\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 1.9285ms 1.4911ms 670.6375 Ops/s 654.8156 Ops/s $\color{#35bf28}+2.42\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.4756ms 0.4103ms 2.4373 KOps/s 2.4101 KOps/s $\color{#35bf28}+1.13\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 38.7520ms 34.8112ms 28.7264 Ops/s 28.5644 Ops/s $\color{#35bf28}+0.57\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 5.5927ms 1.7327ms 577.1194 Ops/s 585.2374 Ops/s $\color{#d91a1a}-1.39\%$
test_dqn_speed[False-None] 1.8244ms 1.4422ms 693.4086 Ops/s 713.4923 Ops/s $\color{#d91a1a}-2.81\%$
test_dqn_speed[False-backward] 2.0374ms 1.9781ms 505.5297 Ops/s 518.0618 Ops/s $\color{#d91a1a}-2.42\%$
test_dqn_speed[True-None] 0.7513ms 0.5375ms 1.8605 KOps/s 1.8451 KOps/s $\color{#35bf28}+0.83\%$
test_dqn_speed[True-backward] 1.0343ms 0.9979ms 1.0021 KOps/s 1.0123 KOps/s $\color{#d91a1a}-1.01\%$
test_dqn_speed[reduce-overhead-None] 0.9136ms 0.5145ms 1.9437 KOps/s 1.8312 KOps/s $\textbf{\color{#35bf28}+6.14\%}$
test_dqn_speed[reduce-overhead-backward] 1.0328ms 0.9686ms 1.0324 KOps/s 939.3282 Ops/s $\textbf{\color{#35bf28}+9.91\%}$
test_ddpg_speed[False-None] 3.5329ms 2.8780ms 347.4587 Ops/s 344.5627 Ops/s $\color{#35bf28}+0.84\%$
test_ddpg_speed[False-backward] 4.3346ms 4.1322ms 242.0011 Ops/s 240.4173 Ops/s $\color{#35bf28}+0.66\%$
test_ddpg_speed[True-None] 1.7740ms 1.3799ms 724.6995 Ops/s 706.7951 Ops/s $\color{#35bf28}+2.53\%$
test_ddpg_speed[True-backward] 2.4281ms 2.3627ms 423.2363 Ops/s 348.7402 Ops/s $\textbf{\color{#35bf28}+21.36\%}$
test_ddpg_speed[reduce-overhead-None] 1.5338ms 1.3744ms 727.5900 Ops/s 667.5836 Ops/s $\textbf{\color{#35bf28}+8.99\%}$
test_ddpg_speed[reduce-overhead-backward] 2.3935ms 2.3421ms 426.9729 Ops/s 381.3999 Ops/s $\textbf{\color{#35bf28}+11.95\%}$
test_sac_speed[False-None] 9.5204ms 8.0940ms 123.5483 Ops/s 125.0822 Ops/s $\color{#d91a1a}-1.23\%$
test_sac_speed[False-backward] 11.9439ms 11.3556ms 88.0620 Ops/s 88.7238 Ops/s $\color{#d91a1a}-0.75\%$
test_sac_speed[True-None] 2.2873ms 2.1253ms 470.5180 Ops/s 467.5513 Ops/s $\color{#35bf28}+0.63\%$
test_sac_speed[True-backward] 4.0796ms 3.9830ms 251.0689 Ops/s 215.8306 Ops/s $\textbf{\color{#35bf28}+16.33\%}$
test_sac_speed[reduce-overhead-None] 2.3418ms 2.1399ms 467.3221 Ops/s 444.1412 Ops/s $\textbf{\color{#35bf28}+5.22\%}$
test_sac_speed[reduce-overhead-backward] 4.2056ms 4.0337ms 247.9112 Ops/s 249.5078 Ops/s $\color{#d91a1a}-0.64\%$
test_redq_speed[False-None] 14.8477ms 10.6689ms 93.7302 Ops/s 94.8194 Ops/s $\color{#d91a1a}-1.15\%$
test_redq_speed[False-backward] 21.8848ms 18.1098ms 55.2188 Ops/s 54.8818 Ops/s $\color{#35bf28}+0.61\%$
test_redq_speed[True-None] 4.8094ms 4.5118ms 221.6422 Ops/s 231.3719 Ops/s $\color{#d91a1a}-4.21\%$
test_redq_speed[True-backward] 10.6675ms 9.9515ms 100.4871 Ops/s 98.8237 Ops/s $\color{#35bf28}+1.68\%$
test_redq_speed[reduce-overhead-None] 5.8598ms 4.6025ms 217.2740 Ops/s 219.4893 Ops/s $\color{#d91a1a}-1.01\%$
test_redq_speed[reduce-overhead-backward] 10.2801ms 10.0399ms 99.6027 Ops/s 97.4520 Ops/s $\color{#35bf28}+2.21\%$
test_redq_deprec_speed[False-None] 13.9002ms 11.2390ms 88.9757 Ops/s 89.9003 Ops/s $\color{#d91a1a}-1.03\%$
test_redq_deprec_speed[False-backward] 16.7045ms 16.1528ms 61.9088 Ops/s 62.7285 Ops/s $\color{#d91a1a}-1.31\%$
test_redq_deprec_speed[True-None] 3.7747ms 3.6269ms 275.7157 Ops/s 271.0251 Ops/s $\color{#35bf28}+1.73\%$
test_redq_deprec_speed[True-backward] 7.7549ms 7.5964ms 131.6411 Ops/s 114.9408 Ops/s $\textbf{\color{#35bf28}+14.53\%}$
test_redq_deprec_speed[reduce-overhead-None] 3.8790ms 3.6361ms 275.0209 Ops/s 270.3250 Ops/s $\color{#35bf28}+1.74\%$
test_redq_deprec_speed[reduce-overhead-backward] 7.9440ms 7.7025ms 129.8276 Ops/s 127.5289 Ops/s $\color{#35bf28}+1.80\%$
test_td3_speed[False-None] 8.2882ms 8.0596ms 124.0759 Ops/s 116.6778 Ops/s $\textbf{\color{#35bf28}+6.34\%}$
test_td3_speed[False-backward] 11.4806ms 10.9500ms 91.3241 Ops/s 89.8105 Ops/s $\color{#35bf28}+1.69\%$
test_td3_speed[True-None] 1.8878ms 1.8379ms 544.1026 Ops/s 544.5490 Ops/s $\color{#d91a1a}-0.08\%$
test_td3_speed[True-backward] 3.7554ms 3.6253ms 275.8381 Ops/s 246.6023 Ops/s $\textbf{\color{#35bf28}+11.86\%}$
test_td3_speed[reduce-overhead-None] 1.8587ms 1.7974ms 556.3495 Ops/s 546.3489 Ops/s $\color{#35bf28}+1.83\%$
test_td3_speed[reduce-overhead-backward] 3.8336ms 3.6697ms 272.5015 Ops/s 263.8476 Ops/s $\color{#35bf28}+3.28\%$
test_cql_speed[False-None] 28.0738ms 26.0881ms 38.3316 Ops/s 38.0460 Ops/s $\color{#35bf28}+0.75\%$
test_cql_speed[False-backward] 36.3606ms 35.5278ms 28.1470 Ops/s 28.0643 Ops/s $\color{#35bf28}+0.29\%$
test_cql_speed[True-None] 12.9520ms 12.5518ms 79.6697 Ops/s 81.4178 Ops/s $\color{#d91a1a}-2.15\%$
test_cql_speed[True-backward] 18.9955ms 18.5811ms 53.8180 Ops/s 56.4984 Ops/s $\color{#d91a1a}-4.74\%$
test_cql_speed[reduce-overhead-None] 12.7828ms 12.5427ms 79.7274 Ops/s 80.0155 Ops/s $\color{#d91a1a}-0.36\%$
test_cql_speed[reduce-overhead-backward] 19.0122ms 18.5072ms 54.0330 Ops/s 58.3011 Ops/s $\textbf{\color{#d91a1a}-7.32\%}$
test_a2c_speed[False-None] 5.5131ms 5.3082ms 188.3872 Ops/s 180.7258 Ops/s $\color{#35bf28}+4.24\%$
test_a2c_speed[False-backward] 12.2168ms 11.8712ms 84.2378 Ops/s 83.3286 Ops/s $\color{#35bf28}+1.09\%$
test_a2c_speed[True-None] 3.8923ms 3.7391ms 267.4460 Ops/s 261.8626 Ops/s $\color{#35bf28}+2.13\%$
test_a2c_speed[True-backward] 8.8112ms 8.5747ms 116.6224 Ops/s 109.8281 Ops/s $\textbf{\color{#35bf28}+6.19\%}$
test_a2c_speed[reduce-overhead-None] 3.9503ms 3.7404ms 267.3482 Ops/s 262.6625 Ops/s $\color{#35bf28}+1.78\%$
test_a2c_speed[reduce-overhead-backward] 9.2450ms 8.7982ms 113.6600 Ops/s 110.8852 Ops/s $\color{#35bf28}+2.50\%$
test_ppo_speed[False-None] 6.2542ms 5.9493ms 168.0864 Ops/s 169.3768 Ops/s $\color{#d91a1a}-0.76\%$
test_ppo_speed[False-backward] 13.0646ms 12.7247ms 78.5875 Ops/s 80.1075 Ops/s $\color{#d91a1a}-1.90\%$
test_ppo_speed[True-None] 3.8222ms 3.6336ms 275.2058 Ops/s 271.1054 Ops/s $\color{#35bf28}+1.51\%$
test_ppo_speed[True-backward] 8.6740ms 8.4705ms 118.0573 Ops/s 118.4624 Ops/s $\color{#d91a1a}-0.34\%$
test_ppo_speed[reduce-overhead-None] 3.8308ms 3.6377ms 274.8962 Ops/s 271.7934 Ops/s $\color{#35bf28}+1.14\%$
test_ppo_speed[reduce-overhead-backward] 9.0029ms 8.7397ms 114.4207 Ops/s 111.0335 Ops/s $\color{#35bf28}+3.05\%$
test_reinforce_speed[False-None] 6.1017ms 4.5624ms 219.1849 Ops/s 212.2442 Ops/s $\color{#35bf28}+3.27\%$
test_reinforce_speed[False-backward] 7.7858ms 7.4980ms 133.3690 Ops/s 131.7382 Ops/s $\color{#35bf28}+1.24\%$
test_reinforce_speed[True-None] 3.1018ms 2.8914ms 345.8517 Ops/s 339.2625 Ops/s $\color{#35bf28}+1.94\%$
test_reinforce_speed[True-backward] 8.0574ms 7.7989ms 128.2234 Ops/s 128.7690 Ops/s $\color{#d91a1a}-0.42\%$
test_reinforce_speed[reduce-overhead-None] 3.1811ms 2.8984ms 345.0185 Ops/s 334.6862 Ops/s $\color{#35bf28}+3.09\%$
test_reinforce_speed[reduce-overhead-backward] 8.1746ms 7.9647ms 125.5538 Ops/s 112.0844 Ops/s $\textbf{\color{#35bf28}+12.02\%}$
test_iql_speed[False-None] 25.8446ms 20.6186ms 48.4998 Ops/s 49.9707 Ops/s $\color{#d91a1a}-2.94\%$
test_iql_speed[False-backward] 36.8042ms 31.0627ms 32.1930 Ops/s 32.4780 Ops/s $\color{#d91a1a}-0.88\%$
test_iql_speed[True-None] 9.1329ms 8.5981ms 116.3041 Ops/s 113.7882 Ops/s $\color{#35bf28}+2.21\%$
test_iql_speed[True-backward] 17.5117ms 16.8708ms 59.2740 Ops/s 59.9000 Ops/s $\color{#d91a1a}-1.05\%$
test_iql_speed[reduce-overhead-None] 9.2988ms 8.6763ms 115.2558 Ops/s 113.6152 Ops/s $\color{#35bf28}+1.44\%$
test_iql_speed[reduce-overhead-backward] 17.8228ms 17.2761ms 57.8834 Ops/s 58.3069 Ops/s $\color{#d91a1a}-0.73\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.1961ms 6.0401ms 165.5611 Ops/s 165.4593 Ops/s $\color{#35bf28}+0.06\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.8134ms 0.2810ms 3.5592 KOps/s 2.6120 KOps/s $\textbf{\color{#35bf28}+36.26\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.6294ms 0.3274ms 3.0542 KOps/s 2.7801 KOps/s $\textbf{\color{#35bf28}+9.86\%}$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.0351ms 5.7899ms 172.7142 Ops/s 173.8020 Ops/s $\color{#d91a1a}-0.63\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 2.4259ms 0.3640ms 2.7470 KOps/s 2.8196 KOps/s $\color{#d91a1a}-2.58\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5691ms 0.3532ms 2.8310 KOps/s 2.9761 KOps/s $\color{#d91a1a}-4.88\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 1.7361ms 1.4132ms 707.6256 Ops/s 676.0135 Ops/s $\color{#35bf28}+4.68\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 1.5610ms 1.3376ms 747.5817 Ops/s 710.7775 Ops/s $\textbf{\color{#35bf28}+5.18\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 6.1856ms 5.9294ms 168.6520 Ops/s 170.2787 Ops/s $\color{#d91a1a}-0.96\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 2.1703ms 0.5119ms 1.9535 KOps/s 1.8939 KOps/s $\color{#35bf28}+3.14\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.6489ms 0.4937ms 2.0254 KOps/s 2.0293 KOps/s $\color{#d91a1a}-0.19\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 5.9308ms 5.8309ms 171.5000 Ops/s 172.5889 Ops/s $\color{#d91a1a}-0.63\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.7051ms 0.3702ms 2.7013 KOps/s 3.1718 KOps/s $\textbf{\color{#d91a1a}-14.83\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.5821ms 0.3617ms 2.7644 KOps/s 3.3824 KOps/s $\textbf{\color{#d91a1a}-18.27\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.0621ms 5.7989ms 172.4465 Ops/s 170.4340 Ops/s $\color{#35bf28}+1.18\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 2.3603ms 0.3665ms 2.7287 KOps/s 3.1722 KOps/s $\textbf{\color{#d91a1a}-13.98\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.4926ms 0.3521ms 2.8401 KOps/s 3.3767 KOps/s $\textbf{\color{#d91a1a}-15.89\%}$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 6.0516ms 5.9519ms 168.0147 Ops/s 166.6004 Ops/s $\color{#35bf28}+0.85\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 2.1019ms 0.4382ms 2.2819 KOps/s 1.9956 KOps/s $\textbf{\color{#35bf28}+14.35\%}$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.6763ms 0.4571ms 2.1876 KOps/s 2.1636 KOps/s $\color{#35bf28}+1.11\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.7049s 19.1313ms 52.2704 Ops/s 195.1917 Ops/s $\textbf{\color{#d91a1a}-73.22\%}$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 9.6398ms 2.1142ms 472.9908 Ops/s 430.0863 Ops/s $\textbf{\color{#35bf28}+9.98\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 7.6799ms 1.2130ms 824.4142 Ops/s 822.3727 Ops/s $\color{#35bf28}+0.25\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 7.4659ms 5.1873ms 192.7796 Ops/s 193.3152 Ops/s $\color{#d91a1a}-0.28\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 9.0985ms 2.0931ms 477.7622 Ops/s 427.7539 Ops/s $\textbf{\color{#35bf28}+11.69\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 7.1002ms 1.2366ms 808.6808 Ops/s 824.3216 Ops/s $\color{#d91a1a}-1.90\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 6.8648ms 5.2696ms 189.7664 Ops/s 49.1156 Ops/s $\textbf{\color{#35bf28}+286.37\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 12.3704ms 2.1528ms 464.5111 Ops/s 465.1799 Ops/s $\color{#d91a1a}-0.14\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 6.4355ms 1.3490ms 741.2784 Ops/s 969.6356 Ops/s $\textbf{\color{#d91a1a}-23.55\%}$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] 35.7465ms 33.6755ms 29.6952 Ops/s 29.2844 Ops/s $\color{#35bf28}+1.40\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] 19.7510ms 17.8138ms 56.1363 Ops/s 56.6775 Ops/s $\color{#d91a1a}-0.96\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] 38.4955ms 35.0772ms 28.5086 Ops/s 28.3619 Ops/s $\color{#35bf28}+0.52\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] 19.4373ms 17.7132ms 56.4551 Ops/s 56.1717 Ops/s $\color{#35bf28}+0.50\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] 41.7448ms 36.4706ms 27.4193 Ops/s 26.9812 Ops/s $\color{#35bf28}+1.62\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] 21.1193ms 19.4896ms 51.3093 Ops/s 51.2160 Ops/s $\color{#35bf28}+0.18\%$

@vmoens
Update
714b596 
[ghstack-poisoned]
vmoens added a commit that referenced this pull request Dec 18, 2025
@vmoens
[CI] Fix uv install with --no-deps
546a1b7 
ghstack-source-id: 4f5d4f8
Pull-Request: #3261
@vmoens vmoens merged commit 714b596 into gh/vmoens/170/base Dec 18, 2025
51 of 69 checks passed
@vmoens vmoens deleted the gh/vmoens/170/head branch December 18, 2025 11:14
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@vmoens