Skip to content

[BugFix] Fix vLLM CompilationConfig compat and Windows CI pybind11#3673

Merged
vmoens merged 1 commit intomainfrom
fix-for-12
Apr 27, 2026
Merged

[BugFix] Fix vLLM CompilationConfig compat and Windows CI pybind11#3673
vmoens merged 1 commit intomainfrom
fix-for-12

Conversation

@vmoens
Copy link
Copy Markdown
Collaborator

@vmoens vmoens commented Apr 27, 2026

Summary

  • Fix vLLM >=0.18.0 compatibility: the level keyword was removed from CompilationConfig and replaced with mode. Uses pyvers.implement_for to select the right key based on installed vLLM version.
  • Fix Windows CI build failure on release branches: cmake and pybind11[global] are now installed unconditionally (they were previously only installed when RELEASE==0, but torchrl's C++ extensions need them regardless).

Test plan

  • vLLM async tests that were previously skipped (~115 tests) due to CompilationConfig validation error should now load successfully
  • Windows CI unittests-cpu job should no longer fail at pip install -e .

🤖 Generated with Claude Code

@pytorch-bot
Copy link
Copy Markdown

pytorch-bot Bot commented Apr 27, 2026 •
edited
Loading

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/3673

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

❗ 1 Active SEVs

There are 1 currently active SEVs. If your PR is affected, please view them below:

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

@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 Apr 27, 2026
@github-actions github-actions Bot added BugFix CI Has to do with CI setup (e.g. wheels & builds, tests...) Collectors llm/ LLM-related PR, triggers LLM CI tests Modules Record Integrations/torch_geometric Integrations labels Apr 27, 2026
@vmoens @claude
[BugFix] Fix vLLM CompilationConfig compat and Windows CI pybind11
2ea0de1 
vLLM >=0.18.0 removed the `level` keyword from CompilationConfig
(replaced by `mode`). Use pyvers implement_for to select the right
key based on installed vLLM version.

Also install cmake and pybind11 unconditionally in the Windows CI
script so release-branch builds can compile TorchRL C++ extensions.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@vmoens vmoens changed the base branch from release/0.12.0 to main April 27, 2026 11:59
@vmoens vmoens merged commit 4a976a0 into main Apr 27, 2026
92 of 96 checks passed
@vmoens vmoens deleted the fix-for-12 branch April 27, 2026 12:05
@github-actions
Copy link
Copy Markdown
Contributor

github-actions Bot commented Apr 27, 2026

$\color{#D29922}\textsf{\Large&amp;#x26A0;\kern{0.2cm}\normalsize Warning}$ Result of GPU Benchmark Tests

Total Benchmarks: 172. Improved: $\large\color{#35bf28}15$. Worsened: $\large\color{#d91a1a}13$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_tensor_to_bytestream_speed[pickle] 82.0970μs 80.7073μs 12.3905 KOps/s 12.3388 KOps/s $\color{#35bf28}+0.42\%$
test_tensor_to_bytestream_speed[torch.save] 0.1424ms 0.1415ms 7.0686 KOps/s 7.0814 KOps/s $\color{#d91a1a}-0.18\%$
test_tensor_to_bytestream_speed[untyped_storage] 0.1105s 0.1101s 9.0855 Ops/s 9.5746 Ops/s $\textbf{\color{#d91a1a}-5.11\%}$
test_tensor_to_bytestream_speed[numpy] 2.5956μs 2.5917μs 385.8449 KOps/s 386.4880 KOps/s $\color{#d91a1a}-0.17\%$
test_tensor_to_bytestream_speed[safetensors] 38.8019μs 38.2812μs 26.1225 KOps/s 25.6584 KOps/s $\color{#35bf28}+1.81\%$
test_simple 0.7886s 0.7857s 1.2728 Ops/s 1.2349 Ops/s $\color{#35bf28}+3.07\%$
test_transformed 1.3859s 1.3815s 0.7238 Ops/s 0.7124 Ops/s $\color{#35bf28}+1.60\%$
test_serial 2.3166s 2.3109s 0.4327 Ops/s 0.4293 Ops/s $\color{#35bf28}+0.79\%$
test_parallel 1.9138s 1.8263s 0.5475 Ops/s 0.5611 Ops/s $\color{#d91a1a}-2.41\%$
test_step_mdp_speed[True-True-True-True-True] 0.2281ms 40.5122μs 24.6839 KOps/s 23.5973 KOps/s $\color{#35bf28}+4.60\%$
test_step_mdp_speed[True-True-True-True-False] 89.2440μs 22.9979μs 43.4821 KOps/s 42.7788 KOps/s $\color{#35bf28}+1.64\%$
test_step_mdp_speed[True-True-True-False-True] 49.7920μs 23.6182μs 42.3403 KOps/s 42.4327 KOps/s $\color{#d91a1a}-0.22\%$
test_step_mdp_speed[True-True-True-False-False] 35.9320μs 12.9313μs 77.3317 KOps/s 77.9088 KOps/s $\color{#d91a1a}-0.74\%$
test_step_mdp_speed[True-True-False-True-True] 74.1440μs 44.0569μs 22.6979 KOps/s 22.1821 KOps/s $\color{#35bf28}+2.33\%$
test_step_mdp_speed[True-True-False-True-False] 49.2030μs 25.4432μs 39.3033 KOps/s 39.0138 KOps/s $\color{#35bf28}+0.74\%$
test_step_mdp_speed[True-True-False-False-True] 92.0650μs 26.4352μs 37.8284 KOps/s 37.9880 KOps/s $\color{#d91a1a}-0.42\%$
test_step_mdp_speed[True-True-False-False-False] 45.9930μs 15.3472μs 65.1585 KOps/s 65.1400 KOps/s $\color{#35bf28}+0.03\%$
test_step_mdp_speed[True-False-True-True-True] 86.8350μs 47.4215μs 21.0875 KOps/s 21.3604 KOps/s $\color{#d91a1a}-1.28\%$
test_step_mdp_speed[True-False-True-True-False] 57.7230μs 28.2505μs 35.3976 KOps/s 35.2241 KOps/s $\color{#35bf28}+0.49\%$
test_step_mdp_speed[True-False-True-False-True] 52.6530μs 26.2219μs 38.1360 KOps/s 37.0341 KOps/s $\color{#35bf28}+2.98\%$
test_step_mdp_speed[True-False-True-False-False] 46.0720μs 15.4701μs 64.6408 KOps/s 64.3220 KOps/s $\color{#35bf28}+0.50\%$
test_step_mdp_speed[True-False-False-True-True] 82.0840μs 50.2857μs 19.8864 KOps/s 20.3990 KOps/s $\color{#d91a1a}-2.51\%$
test_step_mdp_speed[True-False-False-True-False] 61.8430μs 30.9501μs 32.3101 KOps/s 32.8884 KOps/s $\color{#d91a1a}-1.76\%$
test_step_mdp_speed[True-False-False-False-True] 60.3630μs 28.5952μs 34.9709 KOps/s 35.0161 KOps/s $\color{#d91a1a}-0.13\%$
test_step_mdp_speed[True-False-False-False-False] 47.4230μs 17.9352μs 55.7561 KOps/s 54.6769 KOps/s $\color{#35bf28}+1.97\%$
test_step_mdp_speed[False-True-True-True-True] 77.6440μs 47.2938μs 21.1444 KOps/s 21.3050 KOps/s $\color{#d91a1a}-0.75\%$
test_step_mdp_speed[False-True-True-True-False] 2.4937ms 28.3831μs 35.2322 KOps/s 35.3506 KOps/s $\color{#d91a1a}-0.33\%$
test_step_mdp_speed[False-True-True-False-True] 76.2740μs 29.7021μs 33.6677 KOps/s 34.2147 KOps/s $\color{#d91a1a}-1.60\%$
test_step_mdp_speed[False-True-True-False-False] 48.3920μs 17.1638μs 58.2621 KOps/s 57.9616 KOps/s $\color{#35bf28}+0.52\%$
test_step_mdp_speed[False-True-False-True-True] 3.7352ms 48.9605μs 20.4246 KOps/s 20.6358 KOps/s $\color{#d91a1a}-1.02\%$
test_step_mdp_speed[False-True-False-True-False] 61.2240μs 30.0321μs 33.2977 KOps/s 33.3578 KOps/s $\color{#d91a1a}-0.18\%$
test_step_mdp_speed[False-True-False-False-True] 0.4430ms 31.6039μs 31.6417 KOps/s 31.1502 KOps/s $\color{#35bf28}+1.58\%$
test_step_mdp_speed[False-True-False-False-False] 0.4436ms 19.3003μs 51.8126 KOps/s 52.7033 KOps/s $\color{#d91a1a}-1.69\%$
test_step_mdp_speed[False-False-True-True-True] 91.3040μs 51.5947μs 19.3818 KOps/s 19.3239 KOps/s $\color{#35bf28}+0.30\%$
test_step_mdp_speed[False-False-True-True-False] 0.4581ms 32.8698μs 30.4231 KOps/s 30.2445 KOps/s $\color{#35bf28}+0.59\%$
test_step_mdp_speed[False-False-True-False-True] 0.4616ms 31.4527μs 31.7937 KOps/s 30.7854 KOps/s $\color{#35bf28}+3.28\%$
test_step_mdp_speed[False-False-True-False-False] 0.4384ms 19.1677μs 52.1711 KOps/s 51.1117 KOps/s $\color{#35bf28}+2.07\%$
test_step_mdp_speed[False-False-False-True-True] 89.0740μs 53.0135μs 18.8631 KOps/s 18.3820 KOps/s $\color{#35bf28}+2.62\%$
test_step_mdp_speed[False-False-False-True-False] 0.4619ms 35.2075μs 28.4030 KOps/s 27.4987 KOps/s $\color{#35bf28}+3.29\%$
test_step_mdp_speed[False-False-False-False-True] 0.4578ms 33.5965μs 29.7650 KOps/s 29.4479 KOps/s $\color{#35bf28}+1.08\%$
test_step_mdp_speed[False-False-False-False-False] 0.4582ms 21.7817μs 45.9100 KOps/s 45.2121 KOps/s $\color{#35bf28}+1.54\%$
test_non_tensor_env_rollout_speed[1000-single-True] 0.8489s 0.7462s 1.3402 Ops/s 1.3409 Ops/s $\color{#d91a1a}-0.06\%$
test_non_tensor_env_rollout_speed[1000-single-False] 0.7178s 0.6109s 1.6368 Ops/s 1.6411 Ops/s $\color{#d91a1a}-0.26\%$
test_non_tensor_env_rollout_speed[1000-serial-no-buffers-True] 1.7358s 1.6495s 0.6062 Ops/s 0.5984 Ops/s $\color{#35bf28}+1.31\%$
test_non_tensor_env_rollout_speed[1000-serial-no-buffers-False] 1.5118s 1.4260s 0.7013 Ops/s 0.7047 Ops/s $\color{#d91a1a}-0.49\%$
test_non_tensor_env_rollout_speed[1000-serial-buffers-True] 1.9748s 1.9086s 0.5239 Ops/s 0.5287 Ops/s $\color{#d91a1a}-0.91\%$
test_non_tensor_env_rollout_speed[1000-serial-buffers-False] 1.7647s 1.6808s 0.5950 Ops/s 0.5963 Ops/s $\color{#d91a1a}-0.22\%$
test_non_tensor_env_rollout_speed[1000-parallel-no-buffers-True] 4.7205s 4.6460s 0.2152 Ops/s 0.2172 Ops/s $\color{#d91a1a}-0.90\%$
test_non_tensor_env_rollout_speed[1000-parallel-no-buffers-False] 4.5963s 4.4699s 0.2237 Ops/s 0.2259 Ops/s $\color{#d91a1a}-0.95\%$
test_non_tensor_env_rollout_speed[1000-parallel-buffers-True] 1.9524s 1.8740s 0.5336 Ops/s 0.5289 Ops/s $\color{#35bf28}+0.89\%$
test_non_tensor_env_rollout_speed[1000-parallel-buffers-False] 1.7167s 1.6118s 0.6204 Ops/s 0.6274 Ops/s $\color{#d91a1a}-1.11\%$
test_values[generalized_advantage_estimate-True-True] 20.5931ms 20.1996ms 49.5059 Ops/s 50.2810 Ops/s $\color{#d91a1a}-1.54\%$
test_values[vec_generalized_advantage_estimate-True-True] 0.1465s 3.8475ms 259.9109 Ops/s 284.4241 Ops/s $\textbf{\color{#d91a1a}-8.62\%}$
test_values[td0_return_estimate-False-False] 0.1044ms 82.9568μs 12.0545 KOps/s 12.1033 KOps/s $\color{#d91a1a}-0.40\%$
test_values[td1_return_estimate-False-False] 51.8291ms 49.3894ms 20.2472 Ops/s 21.1359 Ops/s $\color{#d91a1a}-4.20\%$
test_values[vec_td1_return_estimate-False-False] 1.3209ms 1.0899ms 917.5515 Ops/s 927.4081 Ops/s $\color{#d91a1a}-1.06\%$
test_values[td_lambda_return_estimate-True-False] 85.0968ms 83.1667ms 12.0240 Ops/s 13.0194 Ops/s $\textbf{\color{#d91a1a}-7.65\%}$
test_values[vec_td_lambda_return_estimate-True-False] 1.3057ms 1.0915ms 916.2110 Ops/s 933.9399 Ops/s $\color{#d91a1a}-1.90\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 22.1607ms 21.3285ms 46.8856 Ops/s 46.7647 Ops/s $\color{#35bf28}+0.26\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 1.0356ms 0.7617ms 1.3128 KOps/s 1.3335 KOps/s $\color{#d91a1a}-1.55\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.9276ms 0.6901ms 1.4490 KOps/s 1.5011 KOps/s $\color{#d91a1a}-3.47\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 1.5309ms 1.4849ms 673.4516 Ops/s 674.7496 Ops/s $\color{#d91a1a}-0.19\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 0.7723ms 0.7245ms 1.3802 KOps/s 1.4689 KOps/s $\textbf{\color{#d91a1a}-6.04\%}$
test_dqn_speed[False-None] 1.7495ms 1.5938ms 627.4196 Ops/s 627.2225 Ops/s $\color{#35bf28}+0.03\%$
test_dqn_speed[False-backward] 2.2684ms 2.2273ms 448.9688 Ops/s 449.8450 Ops/s $\color{#d91a1a}-0.19\%$
test_dqn_speed[True-None] 0.9217ms 0.6401ms 1.5622 KOps/s 1.5988 KOps/s $\color{#d91a1a}-2.29\%$
test_dqn_speed[True-backward] 2.0668ms 1.2243ms 816.7633 Ops/s 779.6715 Ops/s $\color{#35bf28}+4.76\%$
test_dqn_speed[reduce-overhead-None] 0.6782ms 0.6231ms 1.6048 KOps/s 1.5783 KOps/s $\color{#35bf28}+1.68\%$
test_ddpg_speed[False-None] 3.3490ms 2.9858ms 334.9239 Ops/s 336.1010 Ops/s $\color{#d91a1a}-0.35\%$
test_ddpg_speed[False-backward] 4.5644ms 4.2270ms 236.5744 Ops/s 236.3471 Ops/s $\color{#35bf28}+0.10\%$
test_ddpg_speed[True-None] 1.5187ms 1.4298ms 699.3926 Ops/s 697.3808 Ops/s $\color{#35bf28}+0.29\%$
test_ddpg_speed[True-backward] 2.5668ms 2.4703ms 404.8040 Ops/s 404.1112 Ops/s $\color{#35bf28}+0.17\%$
test_ddpg_speed[reduce-overhead-None] 1.4918ms 1.4138ms 707.2920 Ops/s 712.3854 Ops/s $\color{#d91a1a}-0.71\%$
test_sac_speed[False-None] 8.8513ms 8.4435ms 118.4338 Ops/s 118.5848 Ops/s $\color{#d91a1a}-0.13\%$
test_sac_speed[False-backward] 11.8926ms 11.3424ms 88.1646 Ops/s 88.0878 Ops/s $\color{#35bf28}+0.09\%$
test_sac_speed[True-None] 2.3256ms 2.0498ms 487.8640 Ops/s 510.1116 Ops/s $\color{#d91a1a}-4.36\%$
test_sac_speed[True-backward] 3.6750ms 3.6160ms 276.5509 Ops/s 263.9930 Ops/s $\color{#35bf28}+4.76\%$
test_sac_speed[reduce-overhead-None] 16.5376ms 10.2529ms 97.5339 Ops/s 99.3157 Ops/s $\color{#d91a1a}-1.79\%$
test_redq_deprec_speed[False-None] 10.2966ms 9.4372ms 105.9632 Ops/s 106.3206 Ops/s $\color{#d91a1a}-0.34\%$
test_redq_deprec_speed[False-backward] 12.9532ms 12.4301ms 80.4501 Ops/s 78.5155 Ops/s $\color{#35bf28}+2.46\%$
test_redq_deprec_speed[True-None] 2.8780ms 2.7602ms 362.2965 Ops/s 349.3980 Ops/s $\color{#35bf28}+3.69\%$
test_redq_deprec_speed[True-backward] 4.9809ms 4.3231ms 231.3181 Ops/s 221.6821 Ops/s $\color{#35bf28}+4.35\%$
test_redq_deprec_speed[reduce-overhead-None] 14.9980ms 9.6699ms 103.4141 Ops/s 103.7897 Ops/s $\color{#d91a1a}-0.36\%$
test_td3_speed[False-None] 8.7172ms 8.3301ms 120.0472 Ops/s 120.4793 Ops/s $\color{#d91a1a}-0.36\%$
test_td3_speed[False-backward] 11.8870ms 10.8662ms 92.0282 Ops/s 92.1456 Ops/s $\color{#d91a1a}-0.13\%$
test_td3_speed[True-None] 1.7889ms 1.7453ms 572.9600 Ops/s 571.4550 Ops/s $\color{#35bf28}+0.26\%$
test_td3_speed[True-backward] 4.3767ms 3.3944ms 294.6008 Ops/s 300.3258 Ops/s $\color{#d91a1a}-1.91\%$
test_td3_speed[reduce-overhead-None] 0.1001s 26.4148ms 37.8576 Ops/s 38.2002 Ops/s $\color{#d91a1a}-0.90\%$
test_cql_speed[False-None] 18.1412ms 17.6526ms 56.6490 Ops/s 56.9921 Ops/s $\color{#d91a1a}-0.60\%$
test_cql_speed[False-backward] 23.5101ms 23.1127ms 43.2662 Ops/s 43.5832 Ops/s $\color{#d91a1a}-0.73\%$
test_cql_speed[True-None] 3.6416ms 3.5348ms 282.9000 Ops/s 283.0828 Ops/s $\color{#d91a1a}-0.06\%$
test_cql_speed[True-backward] 7.7772ms 6.0142ms 166.2728 Ops/s 174.7650 Ops/s $\color{#d91a1a}-4.86\%$
test_cql_speed[reduce-overhead-None] 0.8598s 17.8009ms 56.1769 Ops/s 83.3098 Ops/s $\textbf{\color{#d91a1a}-32.57\%}$
test_a2c_speed[False-None] 3.4122ms 3.3006ms 302.9722 Ops/s 303.5799 Ops/s $\color{#d91a1a}-0.20\%$
test_a2c_speed[False-backward] 6.8494ms 6.4088ms 156.0364 Ops/s 164.3789 Ops/s $\textbf{\color{#d91a1a}-5.08\%}$
test_a2c_speed[True-None] 1.6326ms 1.4921ms 670.2105 Ops/s 682.7849 Ops/s $\color{#d91a1a}-1.84\%$
test_a2c_speed[True-backward] 3.4906ms 3.3967ms 294.4022 Ops/s 317.0611 Ops/s $\textbf{\color{#d91a1a}-7.15\%}$
test_a2c_speed[reduce-overhead-None] 1.1730ms 1.0998ms 909.2203 Ops/s 878.7725 Ops/s $\color{#35bf28}+3.46\%$
test_ppo_speed[False-None] 4.2980ms 4.0340ms 247.8942 Ops/s 247.2559 Ops/s $\color{#35bf28}+0.26\%$
test_ppo_speed[False-backward] 7.7090ms 7.3246ms 136.5261 Ops/s 140.0110 Ops/s $\color{#d91a1a}-2.49\%$
test_ppo_speed[True-None] 1.6865ms 1.6289ms 613.9120 Ops/s 611.5344 Ops/s $\color{#35bf28}+0.39\%$
test_ppo_speed[True-backward] 3.5775ms 3.5354ms 282.8531 Ops/s 293.3794 Ops/s $\color{#d91a1a}-3.59\%$
test_ppo_speed[reduce-overhead-None] 1.2920ms 1.1530ms 867.3319 Ops/s 829.7149 Ops/s $\color{#35bf28}+4.53\%$
test_reinforce_speed[False-None] 2.4747ms 2.3849ms 419.3077 Ops/s 422.5815 Ops/s $\color{#d91a1a}-0.77\%$
test_reinforce_speed[False-backward] 3.9661ms 3.5225ms 283.8872 Ops/s 286.2979 Ops/s $\color{#d91a1a}-0.84\%$
test_reinforce_speed[True-None] 1.5263ms 1.4711ms 679.7496 Ops/s 686.4746 Ops/s $\color{#d91a1a}-0.98\%$
test_reinforce_speed[True-backward] 3.7921ms 3.3489ms 298.6084 Ops/s 294.8758 Ops/s $\color{#35bf28}+1.27\%$
test_reinforce_speed[reduce-overhead-None] 16.1792ms 8.9128ms 112.1988 Ops/s 112.3940 Ops/s $\color{#d91a1a}-0.17\%$
test_iql_speed[False-None] 9.9822ms 9.7067ms 103.0217 Ops/s 103.9128 Ops/s $\color{#d91a1a}-0.86\%$
test_iql_speed[False-backward] 13.9533ms 13.5256ms 73.9337 Ops/s 75.8465 Ops/s $\color{#d91a1a}-2.52\%$
test_iql_speed[True-None] 2.5855ms 2.3828ms 419.6706 Ops/s 425.4972 Ops/s $\color{#d91a1a}-1.37\%$
test_iql_speed[True-backward] 5.7033ms 5.1921ms 192.6006 Ops/s 194.3898 Ops/s $\color{#d91a1a}-0.92\%$
test_iql_speed[reduce-overhead-None] 16.8437ms 10.0957ms 99.0520 Ops/s 97.3981 Ops/s $\color{#35bf28}+1.70\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.4842ms 6.0142ms 166.2727 Ops/s 165.8897 Ops/s $\color{#35bf28}+0.23\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 2.9063ms 0.4087ms 2.4465 KOps/s 2.7751 KOps/s $\textbf{\color{#d91a1a}-11.84\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.6635ms 0.3480ms 2.8737 KOps/s 2.6904 KOps/s $\textbf{\color{#35bf28}+6.81\%}$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.1526ms 5.7908ms 172.6870 Ops/s 172.7820 Ops/s $\color{#d91a1a}-0.06\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 2.1878ms 0.3131ms 3.1943 KOps/s 2.7172 KOps/s $\textbf{\color{#35bf28}+17.56\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5609ms 0.3041ms 3.2889 KOps/s 2.7160 KOps/s $\textbf{\color{#35bf28}+21.10\%}$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 1.4895ms 1.2723ms 785.9612 Ops/s 736.7014 Ops/s $\textbf{\color{#35bf28}+6.69\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 1.4367ms 1.1854ms 843.6060 Ops/s 751.0688 Ops/s $\textbf{\color{#35bf28}+12.32\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 12.9040ms 6.0648ms 164.8855 Ops/s 169.3966 Ops/s $\color{#d91a1a}-2.66\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 1.3949ms 0.5242ms 1.9076 KOps/s 2.3150 KOps/s $\textbf{\color{#d91a1a}-17.60\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.7454ms 0.4864ms 2.0557 KOps/s 2.4108 KOps/s $\textbf{\color{#d91a1a}-14.73\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.1769ms 5.6811ms 176.0215 Ops/s 171.6604 Ops/s $\color{#35bf28}+2.54\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 1.3595ms 0.3014ms 3.3175 KOps/s 2.6679 KOps/s $\textbf{\color{#35bf28}+24.35\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.4606ms 0.2710ms 3.6897 KOps/s 2.8175 KOps/s $\textbf{\color{#35bf28}+30.95\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 5.9264ms 5.6869ms 175.8424 Ops/s 169.4830 Ops/s $\color{#35bf28}+3.75\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 1.6115ms 0.3225ms 3.1007 KOps/s 2.9638 KOps/s $\color{#35bf28}+4.62\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5210ms 0.3199ms 3.1261 KOps/s 3.1673 KOps/s $\color{#d91a1a}-1.30\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 8.2497ms 5.8704ms 170.3458 Ops/s 164.6493 Ops/s $\color{#35bf28}+3.46\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.9998s 2.0416ms 489.8037 Ops/s 2.2738 KOps/s $\textbf{\color{#d91a1a}-78.46\%}$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.8634ms 0.4281ms 2.3360 KOps/s 2.1669 KOps/s $\textbf{\color{#35bf28}+7.80\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 6.7498ms 5.1250ms 195.1205 Ops/s 194.3504 Ops/s $\color{#35bf28}+0.40\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 3.9968ms 1.8585ms 538.0713 Ops/s 445.3141 Ops/s $\textbf{\color{#35bf28}+20.83\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 1.2959ms 0.9576ms 1.0442 KOps/s 760.3484 Ops/s $\textbf{\color{#35bf28}+37.34\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 11.2835ms 5.1710ms 193.3854 Ops/s 192.8515 Ops/s $\color{#35bf28}+0.28\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 6.5257ms 1.8766ms 532.8683 Ops/s 433.1508 Ops/s $\textbf{\color{#35bf28}+23.02\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 1.0833ms 0.9687ms 1.0323 KOps/s 1.0287 KOps/s $\color{#35bf28}+0.35\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.6782s 18.8063ms 53.1736 Ops/s 44.0321 Ops/s $\textbf{\color{#35bf28}+20.76\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 4.1381ms 2.0067ms 498.3307 Ops/s 443.7691 Ops/s $\textbf{\color{#35bf28}+12.30\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 2.2670ms 1.1675ms 856.5124 Ops/s 831.0734 Ops/s $\color{#35bf28}+3.06\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] 43.3097ms 40.4400ms 24.7280 Ops/s 24.9966 Ops/s $\color{#d91a1a}-1.07\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] 20.3285ms 18.6177ms 53.7123 Ops/s 54.3620 Ops/s $\color{#d91a1a}-1.20\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] 45.0534ms 41.1975ms 24.2733 Ops/s 24.2954 Ops/s $\color{#d91a1a}-0.09\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] 20.3145ms 18.6329ms 53.6686 Ops/s 52.6948 Ops/s $\color{#35bf28}+1.85\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] 45.3212ms 43.5211ms 22.9774 Ops/s 23.4474 Ops/s $\color{#d91a1a}-2.00\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] 21.1821ms 20.0188ms 49.9530 Ops/s 50.6071 Ops/s $\color{#d91a1a}-1.29\%$
test_storage_write_lazystack[50-img_shape0-small] 0.8915ms 0.2259ms 4.4272 KOps/s 4.4203 KOps/s $\color{#35bf28}+0.16\%$
test_storage_write_lazystack[100-img_shape1-atari] 1.7727ms 1.4618ms 684.1110 Ops/s 686.2627 Ops/s $\color{#d91a1a}-0.31\%$
test_storage_write_lazystack[100-img_shape2-large_img] 2.8059ms 2.3871ms 418.9239 Ops/s 405.6179 Ops/s $\color{#35bf28}+3.28\%$
test_storage_write_lazystack[200-img_shape3-large_batch] 3.2757ms 3.0334ms 329.6590 Ops/s 330.4118 Ops/s $\color{#d91a1a}-0.23\%$
test_storage_write_contiguous[50-img_shape0-small] 0.5225ms 0.1670ms 5.9896 KOps/s 5.8949 KOps/s $\color{#35bf28}+1.61\%$
test_storage_write_contiguous[100-img_shape1-atari] 0.3994ms 0.2347ms 4.2609 KOps/s 4.6189 KOps/s $\textbf{\color{#d91a1a}-7.75\%}$
test_storage_write_contiguous[100-img_shape2-large_img] 2.3277ms 1.9413ms 515.1097 Ops/s 574.6648 Ops/s $\textbf{\color{#d91a1a}-10.36\%}$
test_storage_write_contiguous[200-img_shape3-large_batch] 1.5505ms 1.3783ms 725.5449 Ops/s 753.3862 Ops/s $\color{#d91a1a}-3.70\%$
test_collector_stack_then_write[50-img_shape0-small] 1.2377ms 1.1687ms 855.6176 Ops/s 863.7022 Ops/s $\color{#d91a1a}-0.94\%$
test_collector_stack_then_write[100-img_shape1-atari] 3.7871ms 3.6391ms 274.7944 Ops/s 273.4248 Ops/s $\color{#35bf28}+0.50\%$
test_collector_stack_then_write[100-img_shape2-large_img] 6.1005ms 5.8136ms 172.0115 Ops/s 165.2400 Ops/s $\color{#35bf28}+4.10\%$
test_collector_stack_then_write[200-img_shape3-large_batch] 7.6422ms 7.1865ms 139.1497 Ops/s 133.3703 Ops/s $\color{#35bf28}+4.33\%$
test_collector_lazystack_then_write[50-img_shape0-small] 0.4343ms 0.2807ms 3.5624 KOps/s 3.6321 KOps/s $\color{#d91a1a}-1.92\%$
test_collector_lazystack_then_write[100-img_shape1-atari] 1.6919ms 1.4823ms 674.6319 Ops/s 628.7577 Ops/s $\textbf{\color{#35bf28}+7.30\%}$
test_collector_lazystack_then_write[100-img_shape2-large_img] 2.9530ms 2.4755ms 403.9522 Ops/s 384.4728 Ops/s $\textbf{\color{#35bf28}+5.07\%}$
test_collector_lazystack_then_write[200-img_shape3-large_batch] 3.5205ms 3.2333ms 309.2814 Ops/s 306.9423 Ops/s $\color{#35bf28}+0.76\%$
test_collector_without_rb[100-img_shape0-atari] 34.2966ms 33.5362ms 29.8185 Ops/s 30.5369 Ops/s $\color{#d91a1a}-2.35\%$
test_collector_without_rb[200-img_shape1-large_batch] 66.9733ms 65.7879ms 15.2004 Ops/s 15.7199 Ops/s $\color{#d91a1a}-3.30\%$
test_collector_with_rb[100-img_shape0-atari] 38.9078ms 38.1376ms 26.2208 Ops/s 26.9012 Ops/s $\color{#d91a1a}-2.53\%$
test_collector_with_rb[200-img_shape1-large_batch] 75.0100ms 74.2734ms 13.4638 Ops/s 13.7254 Ops/s $\color{#d91a1a}-1.91\%$
test_collector_without_rb_cuda[100-img_shape0-atari] 57.9222ms 56.8486ms 17.5906 Ops/s 17.9775 Ops/s $\color{#d91a1a}-2.15\%$
test_collector_without_rb_cuda[200-img_shape1-large_batch] 0.1141s 0.1132s 8.8303 Ops/s 9.0837 Ops/s $\color{#d91a1a}-2.79\%$
test_collector_with_rb_cuda[100-img_shape0-atari] 59.4365ms 58.7268ms 17.0280 Ops/s 17.4782 Ops/s $\color{#d91a1a}-2.58\%$
test_collector_with_rb_cuda[200-img_shape1-large_batch] 0.1167s 0.1157s 8.6447 Ops/s 8.8017 Ops/s $\color{#d91a1a}-1.78\%$

@github-actions
Copy link
Copy Markdown
Contributor

github-actions Bot commented Apr 27, 2026

$\color{#D29922}\textsf{\Large&amp;#x26A0;\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 172. Improved: $\large\color{#35bf28}10$. Worsened: $\large\color{#d91a1a}13$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_tensor_to_bytestream_speed[pickle] 87.2799μs 85.9093μs 11.6402 KOps/s 11.4088 KOps/s $\color{#35bf28}+2.03\%$
test_tensor_to_bytestream_speed[torch.save] 0.1477ms 0.1459ms 6.8542 KOps/s 6.7914 KOps/s $\color{#35bf28}+0.92\%$
test_tensor_to_bytestream_speed[untyped_storage] 0.1116s 0.1114s 8.9787 Ops/s 9.0543 Ops/s $\color{#d91a1a}-0.83\%$
test_tensor_to_bytestream_speed[numpy] 2.5482μs 2.5432μs 393.2111 KOps/s 387.9236 KOps/s $\color{#35bf28}+1.36\%$
test_tensor_to_bytestream_speed[safetensors] 39.8115μs 39.2511μs 25.4770 KOps/s 25.2148 KOps/s $\color{#35bf28}+1.04\%$
test_simple 0.5631s 0.5622s 1.7788 Ops/s 1.7093 Ops/s $\color{#35bf28}+4.06\%$
test_transformed 1.1128s 1.1110s 0.9001 Ops/s 0.8782 Ops/s $\color{#35bf28}+2.49\%$
test_serial 1.7349s 1.7320s 0.5774 Ops/s 0.5648 Ops/s $\color{#35bf28}+2.23\%$
test_parallel 1.0611s 1.0589s 0.9444 Ops/s 0.9558 Ops/s $\color{#d91a1a}-1.20\%$
test_step_mdp_speed[True-True-True-True-True] 0.3284ms 42.9893μs 23.2616 KOps/s 23.2085 KOps/s $\color{#35bf28}+0.23\%$
test_step_mdp_speed[True-True-True-True-False] 57.3010μs 23.8826μs 41.8714 KOps/s 42.3344 KOps/s $\color{#d91a1a}-1.09\%$
test_step_mdp_speed[True-True-True-False-True] 56.9310μs 24.3742μs 41.0271 KOps/s 39.1866 KOps/s $\color{#35bf28}+4.70\%$
test_step_mdp_speed[True-True-True-False-False] 37.4810μs 13.1643μs 75.9633 KOps/s 73.8884 KOps/s $\color{#35bf28}+2.81\%$
test_step_mdp_speed[True-True-False-True-True] 0.1362ms 46.0777μs 21.7025 KOps/s 21.7240 KOps/s $\color{#d91a1a}-0.10\%$
test_step_mdp_speed[True-True-False-True-False] 58.6910μs 26.2649μs 38.0736 KOps/s 37.6634 KOps/s $\color{#35bf28}+1.09\%$
test_step_mdp_speed[True-True-False-False-True] 52.1110μs 27.0389μs 36.9837 KOps/s 36.3154 KOps/s $\color{#35bf28}+1.84\%$
test_step_mdp_speed[True-True-False-False-False] 45.7510μs 15.9313μs 62.7694 KOps/s 61.7637 KOps/s $\color{#35bf28}+1.63\%$
test_step_mdp_speed[True-False-True-True-True] 0.1174ms 48.7543μs 20.5110 KOps/s 20.1798 KOps/s $\color{#35bf28}+1.64\%$
test_step_mdp_speed[True-False-True-True-False] 56.8910μs 29.5215μs 33.8736 KOps/s 33.9461 KOps/s $\color{#d91a1a}-0.21\%$
test_step_mdp_speed[True-False-True-False-True] 60.5910μs 27.5196μs 36.3377 KOps/s 36.1618 KOps/s $\color{#35bf28}+0.49\%$
test_step_mdp_speed[True-False-True-False-False] 54.6310μs 16.0341μs 62.3670 KOps/s 62.5925 KOps/s $\color{#d91a1a}-0.36\%$
test_step_mdp_speed[True-False-False-True-True] 89.3020μs 50.8676μs 19.6589 KOps/s 18.9267 KOps/s $\color{#35bf28}+3.87\%$
test_step_mdp_speed[True-False-False-True-False] 69.6420μs 32.1754μs 31.0796 KOps/s 31.2105 KOps/s $\color{#d91a1a}-0.42\%$
test_step_mdp_speed[True-False-False-False-True] 69.3410μs 29.7864μs 33.5723 KOps/s 32.9014 KOps/s $\color{#35bf28}+2.04\%$
test_step_mdp_speed[True-False-False-False-False] 53.4210μs 18.7168μs 53.4280 KOps/s 53.0710 KOps/s $\color{#35bf28}+0.67\%$
test_step_mdp_speed[False-True-True-True-True] 0.1292ms 49.0658μs 20.3808 KOps/s 19.9189 KOps/s $\color{#35bf28}+2.32\%$
test_step_mdp_speed[False-True-True-True-False] 2.1008ms 29.7551μs 33.6077 KOps/s 34.0208 KOps/s $\color{#d91a1a}-1.21\%$
test_step_mdp_speed[False-True-True-False-True] 62.8210μs 31.1114μs 32.1425 KOps/s 31.6159 KOps/s $\color{#35bf28}+1.67\%$
test_step_mdp_speed[False-True-True-False-False] 46.1300μs 17.4616μs 57.2684 KOps/s 55.4812 KOps/s $\color{#35bf28}+3.22\%$
test_step_mdp_speed[False-True-False-True-True] 84.6810μs 51.2803μs 19.5007 KOps/s 19.1622 KOps/s $\color{#35bf28}+1.77\%$
test_step_mdp_speed[False-True-False-True-False] 62.4220μs 31.9947μs 31.2552 KOps/s 31.4174 KOps/s $\color{#d91a1a}-0.52\%$
test_step_mdp_speed[False-True-False-False-True] 61.3810μs 33.7800μs 29.6034 KOps/s 29.8350 KOps/s $\color{#d91a1a}-0.78\%$
test_step_mdp_speed[False-True-False-False-False] 58.1310μs 20.3954μs 49.0306 KOps/s 49.4408 KOps/s $\color{#d91a1a}-0.83\%$
test_step_mdp_speed[False-False-True-True-True] 86.8810μs 54.4759μs 18.3567 KOps/s 18.3644 KOps/s $\color{#d91a1a}-0.04\%$
test_step_mdp_speed[False-False-True-True-False] 74.7010μs 34.5157μs 28.9723 KOps/s 28.6492 KOps/s $\color{#35bf28}+1.13\%$
test_step_mdp_speed[False-False-True-False-True] 67.1610μs 33.9555μs 29.4503 KOps/s 29.2240 KOps/s $\color{#35bf28}+0.77\%$
test_step_mdp_speed[False-False-True-False-False] 46.1100μs 20.1766μs 49.5624 KOps/s 48.3239 KOps/s $\color{#35bf28}+2.56\%$
test_step_mdp_speed[False-False-False-True-True] 93.7620μs 56.9961μs 17.5450 KOps/s 17.9952 KOps/s $\color{#d91a1a}-2.50\%$
test_step_mdp_speed[False-False-False-True-False] 64.3710μs 37.7239μs 26.5084 KOps/s 27.2110 KOps/s $\color{#d91a1a}-2.58\%$
test_step_mdp_speed[False-False-False-False-True] 68.8510μs 35.9263μs 27.8348 KOps/s 28.2265 KOps/s $\color{#d91a1a}-1.39\%$
test_step_mdp_speed[False-False-False-False-False] 56.4010μs 22.8473μs 43.7688 KOps/s 43.7272 KOps/s $\color{#35bf28}+0.09\%$
test_non_tensor_env_rollout_speed[1000-single-True] 0.7577s 0.7547s 1.3251 Ops/s 1.2867 Ops/s $\color{#35bf28}+2.98\%$
test_non_tensor_env_rollout_speed[1000-single-False] 0.7313s 0.6337s 1.5779 Ops/s 1.5727 Ops/s $\color{#35bf28}+0.33\%$
test_non_tensor_env_rollout_speed[1000-serial-no-buffers-True] 1.8042s 1.7096s 0.5849 Ops/s 0.5810 Ops/s $\color{#35bf28}+0.67\%$
test_non_tensor_env_rollout_speed[1000-serial-no-buffers-False] 1.5535s 1.4740s 0.6784 Ops/s 0.6734 Ops/s $\color{#35bf28}+0.74\%$
test_non_tensor_env_rollout_speed[1000-serial-buffers-True] 2.0423s 1.9628s 0.5095 Ops/s 0.5062 Ops/s $\color{#35bf28}+0.64\%$
test_non_tensor_env_rollout_speed[1000-serial-buffers-False] 1.8188s 1.7346s 0.5765 Ops/s 0.5720 Ops/s $\color{#35bf28}+0.80\%$
test_non_tensor_env_rollout_speed[1000-parallel-no-buffers-True] 5.0686s 4.7708s 0.2096 Ops/s 0.2115 Ops/s $\color{#d91a1a}-0.91\%$
test_non_tensor_env_rollout_speed[1000-parallel-no-buffers-False] 4.5743s 4.4528s 0.2246 Ops/s 0.2227 Ops/s $\color{#35bf28}+0.85\%$
test_non_tensor_env_rollout_speed[1000-parallel-buffers-True] 2.0614s 1.9445s 0.5143 Ops/s 0.5046 Ops/s $\color{#35bf28}+1.91\%$
test_non_tensor_env_rollout_speed[1000-parallel-buffers-False] 1.8453s 1.7219s 0.5808 Ops/s 0.6086 Ops/s $\color{#d91a1a}-4.57\%$
test_values[generalized_advantage_estimate-True-True] 10.4936ms 10.0788ms 99.2180 Ops/s 99.0876 Ops/s $\color{#35bf28}+0.13\%$
test_values[vec_generalized_advantage_estimate-True-True] 21.4637ms 17.6237ms 56.7416 Ops/s 56.4927 Ops/s $\color{#35bf28}+0.44\%$
test_values[td0_return_estimate-False-False] 0.2947ms 0.1409ms 7.0956 KOps/s 7.5592 KOps/s $\textbf{\color{#d91a1a}-6.13\%}$
test_values[td1_return_estimate-False-False] 28.8287ms 27.6672ms 36.1438 Ops/s 36.1557 Ops/s $\color{#d91a1a}-0.03\%$
test_values[vec_td1_return_estimate-False-False] 20.4663ms 17.7500ms 56.3379 Ops/s 56.3818 Ops/s $\color{#d91a1a}-0.08\%$
test_values[td_lambda_return_estimate-True-False] 45.1468ms 40.9761ms 24.4045 Ops/s 24.3242 Ops/s $\color{#35bf28}+0.33\%$
test_values[vec_td_lambda_return_estimate-True-False] 20.7641ms 17.7867ms 56.2219 Ops/s 56.5270 Ops/s $\color{#d91a1a}-0.54\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 9.0125ms 8.8819ms 112.5884 Ops/s 113.4966 Ops/s $\color{#d91a1a}-0.80\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 4.6383ms 1.5230ms 656.5877 Ops/s 653.2781 Ops/s $\color{#35bf28}+0.51\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.5504ms 0.4294ms 2.3286 KOps/s 2.3751 KOps/s $\color{#d91a1a}-1.96\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 38.6520ms 34.4793ms 29.0029 Ops/s 32.5684 Ops/s $\textbf{\color{#d91a1a}-10.95\%}$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 2.0770ms 1.7421ms 574.0342 Ops/s 577.6597 Ops/s $\color{#d91a1a}-0.63\%$
test_dqn_speed[False-None] 1.7770ms 1.4735ms 678.6504 Ops/s 687.4567 Ops/s $\color{#d91a1a}-1.28\%$
test_dqn_speed[False-backward] 2.0831ms 2.0136ms 496.6228 Ops/s 503.9315 Ops/s $\color{#d91a1a}-1.45\%$
test_dqn_speed[True-None] 1.2964ms 0.6724ms 1.4871 KOps/s 1.7124 KOps/s $\textbf{\color{#d91a1a}-13.16\%}$
test_dqn_speed[True-backward] 1.1228ms 1.0674ms 936.8862 Ops/s 886.2539 Ops/s $\textbf{\color{#35bf28}+5.71\%}$
test_dqn_speed[reduce-overhead-None] 0.7941ms 0.5664ms 1.7655 KOps/s 1.6909 KOps/s $\color{#35bf28}+4.41\%$
test_ddpg_speed[False-None] 3.4584ms 2.9955ms 333.8305 Ops/s 336.3141 Ops/s $\color{#d91a1a}-0.74\%$
test_ddpg_speed[False-backward] 4.3567ms 4.2068ms 237.7092 Ops/s 235.0208 Ops/s $\color{#35bf28}+1.14\%$
test_ddpg_speed[True-None] 1.7932ms 1.4924ms 670.0765 Ops/s 675.1641 Ops/s $\color{#d91a1a}-0.75\%$
test_ddpg_speed[True-backward] 2.6099ms 2.5195ms 396.9026 Ops/s 386.8775 Ops/s $\color{#35bf28}+2.59\%$
test_ddpg_speed[reduce-overhead-None] 1.8713ms 1.4630ms 683.5375 Ops/s 685.4717 Ops/s $\color{#d91a1a}-0.28\%$
test_sac_speed[False-None] 8.8608ms 8.3793ms 119.3417 Ops/s 121.1605 Ops/s $\color{#d91a1a}-1.50\%$
test_sac_speed[False-backward] 12.2536ms 11.7559ms 85.0635 Ops/s 86.9490 Ops/s $\color{#d91a1a}-2.17\%$
test_sac_speed[True-None] 2.3815ms 2.2537ms 443.7241 Ops/s 448.6298 Ops/s $\color{#d91a1a}-1.09\%$
test_sac_speed[True-backward] 4.3946ms 4.2109ms 237.4804 Ops/s 223.6417 Ops/s $\textbf{\color{#35bf28}+6.19\%}$
test_sac_speed[reduce-overhead-None] 2.4679ms 2.2150ms 451.4575 Ops/s 435.0004 Ops/s $\color{#35bf28}+3.78\%$
test_redq_speed[False-None] 15.9435ms 10.9637ms 91.2101 Ops/s 91.5009 Ops/s $\color{#d91a1a}-0.32\%$
test_redq_speed[False-backward] 19.0715ms 18.4182ms 54.2940 Ops/s 54.7825 Ops/s $\color{#d91a1a}-0.89\%$
test_redq_speed[True-None] 4.9007ms 4.6640ms 214.4061 Ops/s 202.4052 Ops/s $\textbf{\color{#35bf28}+5.93\%}$
test_redq_speed[reduce-overhead-None] 4.7859ms 4.6221ms 216.3541 Ops/s 207.5069 Ops/s $\color{#35bf28}+4.26\%$
test_redq_deprec_speed[False-None] 11.9764ms 11.4380ms 87.4282 Ops/s 87.1803 Ops/s $\color{#35bf28}+0.28\%$
test_redq_deprec_speed[False-backward] 16.7941ms 16.3897ms 61.0140 Ops/s 61.1083 Ops/s $\color{#d91a1a}-0.15\%$
test_redq_deprec_speed[True-None] 4.1542ms 3.7410ms 267.3108 Ops/s 269.8014 Ops/s $\color{#d91a1a}-0.92\%$
test_redq_deprec_speed[True-backward] 7.9291ms 7.6189ms 131.2529 Ops/s 125.4550 Ops/s $\color{#35bf28}+4.62\%$
test_redq_deprec_speed[reduce-overhead-None] 3.9943ms 3.6709ms 272.4128 Ops/s 268.3400 Ops/s $\color{#35bf28}+1.52\%$
test_td3_speed[False-None] 8.6428ms 8.3532ms 119.7149 Ops/s 118.6070 Ops/s $\color{#35bf28}+0.93\%$
test_td3_speed[False-backward] 15.2811ms 11.2807ms 88.6468 Ops/s 89.1464 Ops/s $\color{#d91a1a}-0.56\%$
test_td3_speed[True-None] 1.9333ms 1.8954ms 527.5852 Ops/s 532.1715 Ops/s $\color{#d91a1a}-0.86\%$
test_td3_speed[True-backward] 3.8066ms 3.6774ms 271.9314 Ops/s 265.7450 Ops/s $\color{#35bf28}+2.33\%$
test_td3_speed[reduce-overhead-None] 1.9524ms 1.8537ms 539.4693 Ops/s 557.6263 Ops/s $\color{#d91a1a}-3.26\%$
test_cql_speed[False-None] 30.9460ms 27.2084ms 36.7533 Ops/s 38.0942 Ops/s $\color{#d91a1a}-3.52\%$
test_cql_speed[False-backward] 41.2703ms 36.8148ms 27.1630 Ops/s 28.1531 Ops/s $\color{#d91a1a}-3.52\%$
test_cql_speed[True-None] 13.0108ms 12.6026ms 79.3488 Ops/s 79.1653 Ops/s $\color{#35bf28}+0.23\%$
test_cql_speed[True-backward] 18.6539ms 18.2857ms 54.6877 Ops/s 55.0228 Ops/s $\color{#d91a1a}-0.61\%$
test_cql_speed[reduce-overhead-None] 15.6962ms 12.7595ms 78.3732 Ops/s 77.7796 Ops/s $\color{#35bf28}+0.76\%$
test_a2c_speed[False-None] 5.9602ms 5.5472ms 180.2713 Ops/s 178.4195 Ops/s $\color{#35bf28}+1.04\%$
test_a2c_speed[False-backward] 12.4232ms 12.1142ms 82.5478 Ops/s 81.7565 Ops/s $\color{#35bf28}+0.97\%$
test_a2c_speed[True-None] 4.1671ms 3.9223ms 254.9524 Ops/s 252.3215 Ops/s $\color{#35bf28}+1.04\%$
test_a2c_speed[True-backward] 9.1626ms 8.8462ms 113.0423 Ops/s 110.9903 Ops/s $\color{#35bf28}+1.85\%$
test_a2c_speed[reduce-overhead-None] 4.2451ms 3.9069ms 255.9554 Ops/s 251.7850 Ops/s $\color{#35bf28}+1.66\%$
test_ppo_speed[False-None] 6.4472ms 6.1850ms 161.6824 Ops/s 162.4711 Ops/s $\color{#d91a1a}-0.49\%$
test_ppo_speed[False-backward] 13.2195ms 12.9767ms 77.0611 Ops/s 77.5154 Ops/s $\color{#d91a1a}-0.59\%$
test_ppo_speed[True-None] 4.3564ms 3.8855ms 257.3659 Ops/s 251.9778 Ops/s $\color{#35bf28}+2.14\%$
test_ppo_speed[True-backward] 9.3458ms 8.9164ms 112.1526 Ops/s 101.9403 Ops/s $\textbf{\color{#35bf28}+10.02\%}$
test_ppo_speed[reduce-overhead-None] 4.1091ms 3.8154ms 262.0982 Ops/s 260.1894 Ops/s $\color{#35bf28}+0.73\%$
test_reinforce_speed[False-None] 4.8597ms 4.6810ms 213.6274 Ops/s 211.6662 Ops/s $\color{#35bf28}+0.93\%$
test_reinforce_speed[False-backward] 7.9186ms 7.6251ms 131.1466 Ops/s 131.5952 Ops/s $\color{#d91a1a}-0.34\%$
test_reinforce_speed[True-None] 3.2954ms 3.0906ms 323.5624 Ops/s 322.1116 Ops/s $\color{#35bf28}+0.45\%$
test_reinforce_speed[True-backward] 8.3232ms 8.0960ms 123.5178 Ops/s 119.5138 Ops/s $\color{#35bf28}+3.35\%$
test_reinforce_speed[reduce-overhead-None] 3.4583ms 3.0637ms 326.4049 Ops/s 328.0903 Ops/s $\color{#d91a1a}-0.51\%$
test_iql_speed[False-None] 26.1515ms 21.1202ms 47.3480 Ops/s 48.5021 Ops/s $\color{#d91a1a}-2.38\%$
test_iql_speed[False-backward] 31.7406ms 31.0681ms 32.1874 Ops/s 32.1199 Ops/s $\color{#35bf28}+0.21\%$
test_iql_speed[True-None] 9.0472ms 8.6920ms 115.0490 Ops/s 114.4446 Ops/s $\color{#35bf28}+0.53\%$
test_iql_speed[True-backward] 17.3447ms 17.0003ms 58.8225 Ops/s 58.4840 Ops/s $\color{#35bf28}+0.58\%$
test_iql_speed[reduce-overhead-None] 9.1768ms 8.6448ms 115.6767 Ops/s 114.7038 Ops/s $\color{#35bf28}+0.85\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.6275ms 6.2859ms 159.0867 Ops/s 159.6610 Ops/s $\color{#d91a1a}-0.36\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 3.0705ms 0.4060ms 2.4628 KOps/s 2.5225 KOps/s $\color{#d91a1a}-2.37\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.6895ms 0.3430ms 2.9153 KOps/s 2.6353 KOps/s $\textbf{\color{#35bf28}+10.63\%}$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.3630ms 6.0635ms 164.9221 Ops/s 165.1474 Ops/s $\color{#d91a1a}-0.14\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 2.0185ms 0.3451ms 2.8981 KOps/s 2.5879 KOps/s $\textbf{\color{#35bf28}+11.98\%}$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5821ms 0.3403ms 2.9382 KOps/s 2.7118 KOps/s $\textbf{\color{#35bf28}+8.35\%}$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] 1.8885ms 1.4444ms 692.3398 Ops/s 674.6993 Ops/s $\color{#35bf28}+2.61\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] 1.7163ms 1.3826ms 723.2770 Ops/s 718.6310 Ops/s $\color{#35bf28}+0.65\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 10.4678ms 6.3024ms 158.6697 Ops/s 163.1136 Ops/s $\color{#d91a1a}-2.72\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.8380ms 0.5137ms 1.9468 KOps/s 1.7783 KOps/s $\textbf{\color{#35bf28}+9.48\%}$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.8067ms 0.4884ms 2.0475 KOps/s 1.8437 KOps/s $\textbf{\color{#35bf28}+11.05\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 6.2538ms 6.0633ms 164.9256 Ops/s 167.7885 Ops/s $\color{#d91a1a}-1.71\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.9102ms 0.3565ms 2.8050 KOps/s 3.3286 KOps/s $\textbf{\color{#d91a1a}-15.73\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.5533ms 0.3401ms 2.9406 KOps/s 3.5538 KOps/s $\textbf{\color{#d91a1a}-17.25\%}$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 6.2742ms 5.9965ms 166.7630 Ops/s 169.8851 Ops/s $\color{#d91a1a}-1.84\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.8348ms 0.3658ms 2.7336 KOps/s 3.2158 KOps/s $\textbf{\color{#d91a1a}-15.00\%}$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.5840ms 0.3585ms 2.7894 KOps/s 2.9030 KOps/s $\color{#d91a1a}-3.91\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 6.4504ms 6.1865ms 161.6415 Ops/s 162.0333 Ops/s $\color{#d91a1a}-0.24\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 2.1830ms 0.5047ms 1.9814 KOps/s 2.1620 KOps/s $\textbf{\color{#d91a1a}-8.35\%}$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.7458ms 0.4806ms 2.0809 KOps/s 2.0925 KOps/s $\color{#d91a1a}-0.55\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 6.6630ms 5.2086ms 191.9918 Ops/s 192.8645 Ops/s $\color{#d91a1a}-0.45\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 8.5464ms 2.2020ms 454.1289 Ops/s 503.1417 Ops/s $\textbf{\color{#d91a1a}-9.74\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 9.6314ms 1.3209ms 757.0641 Ops/s 1.0585 KOps/s $\textbf{\color{#d91a1a}-28.48\%}$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.6661s 18.4942ms 54.0710 Ops/s 194.5615 Ops/s $\textbf{\color{#d91a1a}-72.21\%}$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 8.6109ms 2.0125ms 496.8972 Ops/s 538.4357 Ops/s $\textbf{\color{#d91a1a}-7.71\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 3.5916ms 0.9901ms 1.0100 KOps/s 1.0462 KOps/s $\color{#d91a1a}-3.46\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 7.7509ms 5.4554ms 183.3047 Ops/s 51.3125 Ops/s $\textbf{\color{#35bf28}+257.23\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 11.1348ms 2.1262ms 470.3210 Ops/s 481.0555 Ops/s $\color{#d91a1a}-2.23\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 3.5161ms 1.1728ms 852.6809 Ops/s 879.9716 Ops/s $\color{#d91a1a}-3.10\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] 44.4593ms 40.1832ms 24.8860 Ops/s 24.4799 Ops/s $\color{#35bf28}+1.66\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] 21.0755ms 19.0020ms 52.6260 Ops/s 52.8467 Ops/s $\color{#d91a1a}-0.42\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] 45.6155ms 41.1183ms 24.3201 Ops/s 23.9269 Ops/s $\color{#35bf28}+1.64\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] 20.6568ms 19.1883ms 52.1151 Ops/s 51.8078 Ops/s $\color{#35bf28}+0.59\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] 44.5807ms 42.9158ms 23.3014 Ops/s 23.0191 Ops/s $\color{#35bf28}+1.23\%$
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] 22.4736ms 20.8731ms 47.9085 Ops/s 48.2047 Ops/s $\color{#d91a1a}-0.61\%$
test_storage_write_lazystack[50-img_shape0-small] 0.9465ms 0.2336ms 4.2802 KOps/s 4.4096 KOps/s $\color{#d91a1a}-2.93\%$
test_storage_write_lazystack[100-img_shape1-atari] 1.7536ms 1.4235ms 702.4886 Ops/s 716.5838 Ops/s $\color{#d91a1a}-1.97\%$
test_storage_write_lazystack[100-img_shape2-large_img] 2.8240ms 2.3621ms 423.3482 Ops/s 422.1170 Ops/s $\color{#35bf28}+0.29\%$
test_storage_write_lazystack[200-img_shape3-large_batch] 3.1463ms 2.9138ms 343.1938 Ops/s 338.5552 Ops/s $\color{#35bf28}+1.37\%$
test_storage_write_contiguous[50-img_shape0-small] 0.4625ms 0.1430ms 6.9941 KOps/s 6.9215 KOps/s $\color{#35bf28}+1.05\%$
test_storage_write_contiguous[100-img_shape1-atari] 0.3714ms 0.2139ms 4.6750 KOps/s 5.1710 KOps/s $\textbf{\color{#d91a1a}-9.59\%}$
test_storage_write_contiguous[100-img_shape2-large_img] 1.9037ms 1.7844ms 560.4125 Ops/s 568.9050 Ops/s $\color{#d91a1a}-1.49\%$
test_storage_write_contiguous[200-img_shape3-large_batch] 1.5427ms 1.3323ms 750.5704 Ops/s 768.0659 Ops/s $\color{#d91a1a}-2.28\%$
test_collector_stack_then_write[50-img_shape0-small] 1.2524ms 1.1540ms 866.5234 Ops/s 865.6851 Ops/s $\color{#35bf28}+0.10\%$
test_collector_stack_then_write[100-img_shape1-atari] 3.7547ms 3.5958ms 278.0985 Ops/s 279.8875 Ops/s $\color{#d91a1a}-0.64\%$
test_collector_stack_then_write[100-img_shape2-large_img] 6.2067ms 5.8427ms 171.1547 Ops/s 171.8398 Ops/s $\color{#d91a1a}-0.40\%$
test_collector_stack_then_write[200-img_shape3-large_batch] 7.5880ms 7.3842ms 135.4246 Ops/s 134.2915 Ops/s $\color{#35bf28}+0.84\%$
test_collector_lazystack_then_write[50-img_shape0-small] 0.4612ms 0.2885ms 3.4666 KOps/s 3.5252 KOps/s $\color{#d91a1a}-1.66\%$
test_collector_lazystack_then_write[100-img_shape1-atari] 1.7097ms 1.5322ms 652.6662 Ops/s 654.7056 Ops/s $\color{#d91a1a}-0.31\%$
test_collector_lazystack_then_write[100-img_shape2-large_img] 2.9270ms 2.4880ms 401.9330 Ops/s 403.0020 Ops/s $\color{#d91a1a}-0.27\%$
test_collector_lazystack_then_write[200-img_shape3-large_batch] 3.3961ms 3.1167ms 320.8570 Ops/s 314.1511 Ops/s $\color{#35bf28}+2.13\%$
test_collector_without_rb[100-img_shape0-atari] 34.4024ms 33.2967ms 30.0330 Ops/s 29.8565 Ops/s $\color{#35bf28}+0.59\%$
test_collector_without_rb[200-img_shape1-large_batch] 65.6397ms 65.3183ms 15.3096 Ops/s 15.1083 Ops/s $\color{#35bf28}+1.33\%$
test_collector_with_rb[100-img_shape0-atari] 0.7048s 64.2470ms 15.5649 Ops/s 25.8539 Ops/s $\textbf{\color{#d91a1a}-39.80\%}$
test_collector_with_rb[200-img_shape1-large_batch] 75.7539ms 75.3336ms 13.2743 Ops/s 13.1154 Ops/s $\color{#35bf28}+1.21\%$

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

No reviews

Assignees

No one assigned

Labels

BugFix CI Has to do with CI setup (e.g. wheels & builds, tests...) CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. Collectors Integrations/torch_geometric Integrations llm/ LLM-related PR, triggers LLM CI tests Modules Record

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

1 participant

@vmoens