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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/3099
Note: Links to docs will display an error until the docs builds have been completed. This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Tested locally and minor cosmetic changes - merging |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_tensor_to_bytestream_speed[pickle] | 82.4701μs | 80.9439μs | 12.3542 KOps/s | 12.2224 KOps/s | |
test_tensor_to_bytestream_speed[torch.save] | 0.1419ms | 0.1403ms | 7.1257 KOps/s | 6.7896 KOps/s | |
test_tensor_to_bytestream_speed[untyped_storage] | 0.1091s | 0.1088s | 9.1871 Ops/s | 9.1303 Ops/s | |
test_tensor_to_bytestream_speed[numpy] | 2.7864μs | 2.7757μs | 360.2719 KOps/s | 362.1252 KOps/s | |
test_tensor_to_bytestream_speed[safetensors] | 40.3191μs | 40.2016μs | 24.8746 KOps/s | 24.2218 KOps/s | |
test_simple | 0.5419s | 0.5413s | 1.8474 Ops/s | 1.8360 Ops/s | |
test_transformed | 1.1097s | 1.1077s | 0.9028 Ops/s | 0.8830 Ops/s | |
test_serial | 1.7611s | 1.6766s | 0.5965 Ops/s | 0.5936 Ops/s | |
test_parallel | 1.1652s | 1.0790s | 0.9268 Ops/s | 0.9251 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.1442ms | 44.7806μs | 22.3311 KOps/s | 21.9754 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 59.8940μs | 25.4135μs | 39.3492 KOps/s | 39.5224 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 54.9340μs | 25.1378μs | 39.7808 KOps/s | 39.1540 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 49.6330μs | 13.8443μs | 72.2319 KOps/s | 72.3249 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 0.1123ms | 47.6222μs | 20.9986 KOps/s | 20.9869 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 63.8250μs | 28.2847μs | 35.3548 KOps/s | 35.8146 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 77.8350μs | 28.1800μs | 35.4862 KOps/s | 35.9054 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 59.6440μs | 16.7263μs | 59.7862 KOps/s | 60.0698 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 0.1087ms | 50.9998μs | 19.6079 KOps/s | 19.7061 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 69.6950μs | 30.9548μs | 32.3052 KOps/s | 32.1190 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 57.7340μs | 28.6188μs | 34.9420 KOps/s | 35.5238 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 46.9830μs | 16.6621μs | 60.0165 KOps/s | 60.3096 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 0.2433ms | 53.6094μs | 18.6535 KOps/s | 19.0733 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 64.4550μs | 33.7529μs | 29.6271 KOps/s | 30.2256 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 0.1790ms | 30.7793μs | 32.4893 KOps/s | 32.8728 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 49.9230μs | 19.5995μs | 51.0218 KOps/s | 51.8436 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 84.5560μs | 50.0678μs | 19.9729 KOps/s | 19.9807 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 59.9640μs | 31.4369μs | 31.8097 KOps/s | 32.6112 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 59.8240μs | 31.8603μs | 31.3871 KOps/s | 32.4678 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 52.7740μs | 19.1461μs | 52.2300 KOps/s | 52.5078 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 2.6665ms | 54.2803μs | 18.4229 KOps/s | 18.7348 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 81.6460μs | 34.4115μs | 29.0600 KOps/s | 29.8652 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 74.5550μs | 35.3918μs | 28.2551 KOps/s | 29.0445 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 59.8840μs | 21.8178μs | 45.8340 KOps/s | 46.2309 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 0.1048ms | 56.0408μs | 17.8442 KOps/s | 18.2307 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 73.0550μs | 36.5355μs | 27.3706 KOps/s | 27.7186 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 0.1250ms | 35.0472μs | 28.5329 KOps/s | 29.2257 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 50.8940μs | 21.5177μs | 46.4734 KOps/s | 46.0603 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 90.6860μs | 58.3574μs | 17.1358 KOps/s | 17.3905 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 0.1273ms | 38.4834μs | 25.9852 KOps/s | 25.9530 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 77.3750μs | 37.2261μs | 26.8629 KOps/s | 27.8347 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 47.3330μs | 24.0236μs | 41.6258 KOps/s | 42.7935 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 10.9359ms | 10.6827ms | 93.6091 Ops/s | 94.1410 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 15.2359ms | 11.3787ms | 87.8834 Ops/s | 90.1277 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2166ms | 0.1294ms | 7.7257 KOps/s | 7.9105 KOps/s | |
test_values[td1_return_estimate-False-False] | 28.5662ms | 27.8861ms | 35.8601 Ops/s | 36.0584 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 11.5698ms | 11.0396ms | 90.5829 Ops/s | 89.8682 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 42.2612ms | 41.1625ms | 24.2940 Ops/s | 24.1057 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 13.0225ms | 11.0683ms | 90.3481 Ops/s | 90.6011 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 9.4024ms | 9.3103ms | 107.4082 Ops/s | 108.0718 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 1.7737ms | 1.5227ms | 656.7189 Ops/s | 650.7553 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.5758ms | 0.4168ms | 2.3995 KOps/s | 2.4433 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 30.0004ms | 24.2720ms | 41.1998 Ops/s | 34.1197 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 1.8725ms | 1.7057ms | 586.2565 Ops/s | 578.3839 Ops/s | |
test_dqn_speed[False-None] | 1.7720ms | 1.3622ms | 734.1035 Ops/s | 725.1641 Ops/s | |
test_dqn_speed[False-backward] | 2.0535ms | 1.8951ms | 527.6834 Ops/s | 533.9755 Ops/s | |
test_dqn_speed[True-None] | 0.6966ms | 0.5151ms | 1.9412 KOps/s | 1.9164 KOps/s | |
test_dqn_speed[True-backward] | 0.9892ms | 0.9617ms | 1.0398 KOps/s | 864.8309 Ops/s | |
test_dqn_speed[reduce-overhead-None] | 0.6583ms | 0.5158ms | 1.9388 KOps/s | 1.8200 KOps/s | |
test_dqn_speed[reduce-overhead-backward] | 1.1323ms | 0.9710ms | 1.0298 KOps/s | 1.0053 KOps/s | |
test_ddpg_speed[False-None] | 3.1010ms | 2.8212ms | 354.4561 Ops/s | 352.8385 Ops/s | |
test_ddpg_speed[False-backward] | 4.0705ms | 3.9917ms | 250.5201 Ops/s | 249.3686 Ops/s | |
test_ddpg_speed[True-None] | 1.5425ms | 1.3695ms | 730.1767 Ops/s | 713.1466 Ops/s | |
test_ddpg_speed[True-backward] | 2.4073ms | 2.3643ms | 422.9578 Ops/s | 413.5352 Ops/s | |
test_ddpg_speed[reduce-overhead-None] | 1.5454ms | 1.3721ms | 728.8130 Ops/s | 716.6631 Ops/s | |
test_ddpg_speed[reduce-overhead-backward] | 2.5519ms | 2.3737ms | 421.2840 Ops/s | 422.2243 Ops/s | |
test_sac_speed[False-None] | 8.3936ms | 7.7030ms | 129.8199 Ops/s | 130.6303 Ops/s | |
test_sac_speed[False-backward] | 11.1642ms | 10.7815ms | 92.7513 Ops/s | 92.0641 Ops/s | |
test_sac_speed[True-None] | 2.2676ms | 2.0962ms | 477.0492 Ops/s | 455.9626 Ops/s | |
test_sac_speed[True-backward] | 4.1096ms | 3.9575ms | 252.6823 Ops/s | 219.8155 Ops/s | |
test_sac_speed[reduce-overhead-None] | 2.2981ms | 2.1261ms | 470.3382 Ops/s | 459.2899 Ops/s | |
test_sac_speed[reduce-overhead-backward] | 4.1111ms | 4.0062ms | 249.6145 Ops/s | 244.6607 Ops/s | |
test_redq_speed[False-None] | 10.5478ms | 9.9623ms | 100.3780 Ops/s | 96.4927 Ops/s | |
test_redq_speed[False-backward] | 18.0172ms | 17.2988ms | 57.8073 Ops/s | 55.8518 Ops/s | |
test_redq_speed[True-None] | 4.4661ms | 4.2069ms | 237.7034 Ops/s | 228.2206 Ops/s | |
test_redq_speed[True-backward] | 9.6073ms | 9.3054ms | 107.4639 Ops/s | 103.0495 Ops/s | |
test_redq_speed[reduce-overhead-None] | 4.4978ms | 4.2694ms | 234.2236 Ops/s | 233.4129 Ops/s | |
test_redq_speed[reduce-overhead-backward] | 9.7261ms | 9.3193ms | 107.3046 Ops/s | 102.9704 Ops/s | |
test_redq_deprec_speed[False-None] | 11.0145ms | 10.4936ms | 95.2966 Ops/s | 94.0916 Ops/s | |
test_redq_deprec_speed[False-backward] | 15.6691ms | 15.1194ms | 66.1402 Ops/s | 65.2050 Ops/s | |
test_redq_deprec_speed[True-None] | 3.8604ms | 3.4663ms | 288.4938 Ops/s | 280.9121 Ops/s | |
test_redq_deprec_speed[True-backward] | 7.4083ms | 7.0353ms | 142.1398 Ops/s | 117.6390 Ops/s | |
test_redq_deprec_speed[reduce-overhead-None] | 3.6808ms | 3.4432ms | 290.4249 Ops/s | 265.1791 Ops/s | |
test_redq_deprec_speed[reduce-overhead-backward] | 7.3770ms | 7.0773ms | 141.2960 Ops/s | 122.2552 Ops/s | |
test_td3_speed[False-None] | 7.8689ms | 7.6551ms | 130.6319 Ops/s | 128.7247 Ops/s | |
test_td3_speed[False-backward] | 11.0178ms | 10.5133ms | 95.1175 Ops/s | 94.9946 Ops/s | |
test_td3_speed[True-None] | 1.8208ms | 1.7880ms | 559.2940 Ops/s | 538.5594 Ops/s | |
test_td3_speed[True-backward] | 3.5498ms | 3.4736ms | 287.8819 Ops/s | 281.1552 Ops/s | |
test_td3_speed[reduce-overhead-None] | 1.8255ms | 1.7857ms | 559.9899 Ops/s | 545.3910 Ops/s | |
test_td3_speed[reduce-overhead-backward] | 3.5970ms | 3.5066ms | 285.1782 Ops/s | 280.0262 Ops/s | |
test_cql_speed[False-None] | 28.5975ms | 25.4218ms | 39.3364 Ops/s | 39.1039 Ops/s | |
test_cql_speed[False-backward] | 35.2818ms | 34.3480ms | 29.1138 Ops/s | 28.2156 Ops/s | |
test_cql_speed[True-None] | 12.2493ms | 11.9542ms | 83.6526 Ops/s | 82.8825 Ops/s | |
test_cql_speed[True-backward] | 17.7274ms | 17.4387ms | 57.3439 Ops/s | 54.3842 Ops/s | |
test_cql_speed[reduce-overhead-None] | 12.3214ms | 12.0840ms | 82.7538 Ops/s | 81.2346 Ops/s | |
test_cql_speed[reduce-overhead-backward] | 18.0280ms | 17.5003ms | 57.1419 Ops/s | 54.8406 Ops/s | |
test_a2c_speed[False-None] | 5.6596ms | 5.3246ms | 187.8087 Ops/s | 182.5838 Ops/s | |
test_a2c_speed[False-backward] | 12.0699ms | 11.7537ms | 85.0795 Ops/s | 84.9679 Ops/s | |
test_a2c_speed[True-None] | 3.9179ms | 3.7040ms | 269.9774 Ops/s | 270.0493 Ops/s | |
test_a2c_speed[True-backward] | 9.0594ms | 8.6281ms | 115.9008 Ops/s | 114.5972 Ops/s | |
test_a2c_speed[reduce-overhead-None] | 3.8899ms | 3.6840ms | 271.4442 Ops/s | 271.4805 Ops/s | |
test_a2c_speed[reduce-overhead-backward] | 8.8999ms | 8.5166ms | 117.4180 Ops/s | 117.0068 Ops/s | |
test_ppo_speed[False-None] | 6.0235ms | 5.7432ms | 174.1179 Ops/s | 176.3776 Ops/s | |
test_ppo_speed[False-backward] | 13.1289ms | 12.3785ms | 80.7851 Ops/s | 82.3596 Ops/s | |
test_ppo_speed[True-None] | 3.8432ms | 3.6164ms | 276.5152 Ops/s | 269.5993 Ops/s | |
test_ppo_speed[True-backward] | 8.7821ms | 8.4496ms | 118.3484 Ops/s | 117.0950 Ops/s | |
test_ppo_speed[reduce-overhead-None] | 3.7985ms | 3.5801ms | 279.3250 Ops/s | 271.3362 Ops/s | |
test_ppo_speed[reduce-overhead-backward] | 8.8472ms | 8.4232ms | 118.7198 Ops/s | 118.4527 Ops/s | |
test_reinforce_speed[False-None] | 4.9745ms | 4.4670ms | 223.8632 Ops/s | 218.5473 Ops/s | |
test_reinforce_speed[False-backward] | 7.5718ms | 7.3633ms | 135.8083 Ops/s | 135.9757 Ops/s | |
test_reinforce_speed[True-None] | 3.1303ms | 2.8537ms | 350.4218 Ops/s | 350.1304 Ops/s | |
test_reinforce_speed[True-backward] | 7.7096ms | 7.4952ms | 133.4186 Ops/s | 125.9745 Ops/s | |
test_reinforce_speed[reduce-overhead-None] | 3.0507ms | 2.8254ms | 353.9267 Ops/s | 345.4952 Ops/s | |
test_reinforce_speed[reduce-overhead-backward] | 7.8422ms | 7.5423ms | 132.5859 Ops/s | 128.7777 Ops/s | |
test_iql_speed[False-None] | 20.1494ms | 19.3841ms | 51.5886 Ops/s | 49.5487 Ops/s | |
test_iql_speed[False-backward] | 30.4343ms | 29.7456ms | 33.6184 Ops/s | 32.9052 Ops/s | |
test_iql_speed[True-None] | 8.5672ms | 8.3150ms | 120.2651 Ops/s | 114.6687 Ops/s | |
test_iql_speed[True-backward] | 17.2185ms | 16.4280ms | 60.8716 Ops/s | 59.5377 Ops/s | |
test_iql_speed[reduce-overhead-None] | 8.6669ms | 8.4106ms | 118.8981 Ops/s | 117.8067 Ops/s | |
test_iql_speed[reduce-overhead-backward] | 16.7949ms | 16.3452ms | 61.1799 Ops/s | 59.4956 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 7.5554ms | 6.1670ms | 162.1522 Ops/s | 161.0378 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.5839ms | 0.3490ms | 2.8651 KOps/s | 3.7285 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6412ms | 0.3364ms | 2.9723 KOps/s | 4.0403 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.2198ms | 5.9180ms | 168.9769 Ops/s | 169.1256 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.1630ms | 0.3443ms | 2.9041 KOps/s | 3.7779 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.5676ms | 0.3214ms | 3.1112 KOps/s | 3.2111 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.6449ms | 1.3564ms | 737.2527 Ops/s | 722.3552 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.5219ms | 1.2847ms | 778.3918 Ops/s | 798.4908 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.2192ms | 6.0465ms | 165.3852 Ops/s | 164.2813 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.6917ms | 0.4407ms | 2.2693 KOps/s | 2.1060 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6934ms | 0.4244ms | 2.3563 KOps/s | 2.3109 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 6.1518ms | 5.9734ms | 167.4100 Ops/s | 166.2908 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.7980ms | 0.2990ms | 3.3447 KOps/s | 3.7154 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.5495ms | 0.2957ms | 3.3813 KOps/s | 4.0540 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 9.4779ms | 5.8751ms | 170.2105 Ops/s | 167.6207 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.6749ms | 0.3466ms | 2.8848 KOps/s | 3.6456 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6363ms | 0.3021ms | 3.3105 KOps/s | 3.5570 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.2620ms | 6.0804ms | 164.4625 Ops/s | 163.2159 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.0818ms | 0.4931ms | 2.0281 KOps/s | 2.1960 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6810ms | 0.4563ms | 2.1914 KOps/s | 2.4145 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 7.1285ms | 5.5697ms | 179.5425 Ops/s | 177.9732 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 7.7694ms | 2.1089ms | 474.1797 Ops/s | 433.6537 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 8.1841ms | 1.3145ms | 760.7646 Ops/s | 763.8522 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.4313s | 14.1131ms | 70.8561 Ops/s | 60.3570 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 9.3860ms | 2.0954ms | 477.2302 Ops/s | 488.3254 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 7.0129ms | 1.2556ms | 796.4122 Ops/s | 775.1413 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 7.4937ms | 5.7996ms | 172.4267 Ops/s | 171.3046 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 10.1747ms | 2.2963ms | 435.4917 Ops/s | 443.3290 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 6.7831ms | 1.4427ms | 693.1586 Ops/s | 697.5077 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] | 59.4062ms | 57.6208ms | 17.3548 Ops/s | 17.1694 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] | 18.2954ms | 16.7514ms | 59.6963 Ops/s | 60.5249 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] | 62.3424ms | 58.9785ms | 16.9553 Ops/s | 17.2063 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] | 18.7697ms | 16.8534ms | 59.3351 Ops/s | 59.6674 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] | 61.8141ms | 60.2536ms | 16.5965 Ops/s | 17.0188 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] | 20.3279ms | 18.8507ms | 53.0483 Ops/s | 53.5666 Ops/s |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_tensor_to_bytestream_speed[pickle] | 79.5893μs | 78.5239μs | 12.7350 KOps/s | 12.1446 KOps/s | |
test_tensor_to_bytestream_speed[torch.save] | 0.1432ms | 0.1398ms | 7.1513 KOps/s | 6.9225 KOps/s | |
test_tensor_to_bytestream_speed[untyped_storage] | 0.1066s | 0.1060s | 9.4365 Ops/s | 8.9831 Ops/s | |
test_tensor_to_bytestream_speed[numpy] | 2.7704μs | 2.7642μs | 361.7627 KOps/s | 353.8189 KOps/s | |
test_tensor_to_bytestream_speed[safetensors] | 42.0846μs | 41.9026μs | 23.8649 KOps/s | 23.7752 KOps/s | |
test_simple | 0.7642s | 0.7604s | 1.3150 Ops/s | 1.2763 Ops/s | |
test_transformed | 1.3638s | 1.3628s | 0.7338 Ops/s | 0.7235 Ops/s | |
test_serial | 2.2117s | 2.2103s | 0.4524 Ops/s | 0.4457 Ops/s | |
test_parallel | 1.9189s | 1.8633s | 0.5367 Ops/s | 0.5328 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.1753ms | 42.0227μs | 23.7967 KOps/s | 22.9188 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 51.2210μs | 24.0234μs | 41.6261 KOps/s | 41.2884 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 51.8110μs | 23.7425μs | 42.1186 KOps/s | 41.7402 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 39.2110μs | 13.3655μs | 74.8194 KOps/s | 75.0477 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 76.5120μs | 44.7645μs | 22.3391 KOps/s | 21.6809 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 53.0510μs | 26.7446μs | 37.3908 KOps/s | 37.3226 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 52.0410μs | 26.1772μs | 38.2012 KOps/s | 37.5473 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 44.1510μs | 16.3623μs | 61.1162 KOps/s | 62.6222 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 76.7310μs | 47.0052μs | 21.2742 KOps/s | 20.5024 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 59.3210μs | 29.1485μs | 34.3071 KOps/s | 34.0415 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 75.4020μs | 27.0580μs | 36.9577 KOps/s | 37.2533 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 39.5910μs | 15.8733μs | 62.9987 KOps/s | 62.5552 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 87.7920μs | 49.3211μs | 20.2753 KOps/s | 19.5495 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 67.6510μs | 31.2309μs | 32.0196 KOps/s | 31.4706 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 57.2110μs | 28.5745μs | 34.9962 KOps/s | 34.1533 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 48.6100μs | 18.6927μs | 53.4969 KOps/s | 54.2811 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 79.6120μs | 46.9449μs | 21.3015 KOps/s | 20.7576 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 57.7610μs | 28.9997μs | 34.4832 KOps/s | 33.7692 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 59.9610μs | 30.0262μs | 33.3043 KOps/s | 33.3452 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 44.4610μs | 17.7172μs | 56.4422 KOps/s | 55.4601 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 2.9039ms | 50.2253μs | 19.9103 KOps/s | 19.4598 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 64.0710μs | 31.2761μs | 31.9733 KOps/s | 31.6960 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 66.1120μs | 32.2550μs | 31.0029 KOps/s | 30.8422 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 53.0010μs | 20.2803μs | 49.3091 KOps/s | 48.1970 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 0.1097ms | 51.0720μs | 19.5802 KOps/s | 18.5245 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 64.1910μs | 34.1734μs | 29.2625 KOps/s | 29.1989 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 61.8410μs | 32.5764μs | 30.6970 KOps/s | 29.9762 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 51.4710μs | 20.3422μs | 49.1588 KOps/s | 48.1234 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 88.1410μs | 54.1363μs | 18.4719 KOps/s | 17.9345 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 78.4320μs | 36.0550μs | 27.7354 KOps/s | 27.0455 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 63.1010μs | 34.9556μs | 28.6077 KOps/s | 28.7079 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 50.0610μs | 22.9183μs | 43.6332 KOps/s | 43.1625 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 21.0329ms | 20.6318ms | 48.4688 Ops/s | 47.9376 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 0.1443s | 3.7874ms | 264.0324 Ops/s | 267.6601 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.1156ms | 79.9261μs | 12.5116 KOps/s | 12.5165 KOps/s | |
test_values[td1_return_estimate-False-False] | 51.0476ms | 48.7507ms | 20.5125 Ops/s | 20.2297 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 1.3036ms | 1.0822ms | 924.0245 Ops/s | 921.6794 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 83.4794ms | 79.5296ms | 12.5739 Ops/s | 12.4997 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 1.3514ms | 1.0782ms | 927.4756 Ops/s | 926.7042 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 22.2370ms | 21.9941ms | 45.4667 Ops/s | 47.5194 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 1.0400ms | 0.7386ms | 1.3539 KOps/s | 1.3490 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.7224ms | 0.6763ms | 1.4787 KOps/s | 1.5205 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 1.5214ms | 1.4715ms | 679.5736 Ops/s | 678.0166 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 0.7557ms | 0.6940ms | 1.4409 KOps/s | 1.4820 KOps/s | |
test_dqn_speed[False-None] | 7.1390ms | 1.5434ms | 647.9071 Ops/s | 660.0641 Ops/s | |
test_dqn_speed[False-backward] | 2.2251ms | 2.1474ms | 465.6786 Ops/s | 464.1875 Ops/s | |
test_dqn_speed[True-None] | 17.4325ms | 0.5916ms | 1.6905 KOps/s | 1.7522 KOps/s | |
test_dqn_speed[True-backward] | 1.2152ms | 1.1580ms | 863.5628 Ops/s | 831.8052 Ops/s | |
test_dqn_speed[reduce-overhead-None] | 0.6583ms | 0.6023ms | 1.6604 KOps/s | 1.6553 KOps/s | |
test_dqn_speed[reduce-overhead-backward] | 1.0518ms | 0.9800ms | 1.0204 KOps/s | 1.0098 KOps/s | |
test_ddpg_speed[False-None] | 3.1387ms | 2.8414ms | 351.9411 Ops/s | 351.3689 Ops/s | |
test_ddpg_speed[False-backward] | 4.5342ms | 4.1497ms | 240.9809 Ops/s | 237.0160 Ops/s | |
test_ddpg_speed[True-None] | 1.4036ms | 1.3545ms | 738.2991 Ops/s | 723.8572 Ops/s | |
test_ddpg_speed[True-backward] | 2.6098ms | 2.5602ms | 390.5876 Ops/s | 382.6924 Ops/s | |
test_ddpg_speed[reduce-overhead-None] | 1.5360ms | 1.3762ms | 726.6213 Ops/s | 720.1692 Ops/s | |
test_ddpg_speed[reduce-overhead-backward] | 0.2120s | 0.1911s | 5.2331 Ops/s | 4.4367 Ops/s | |
test_sac_speed[False-None] | 8.3779ms | 7.9341ms | 126.0385 Ops/s | 124.9110 Ops/s | |
test_sac_speed[False-backward] | 11.5157ms | 10.9281ms | 91.5068 Ops/s | 89.9114 Ops/s | |
test_sac_speed[True-None] | 2.0604ms | 1.8759ms | 533.0816 Ops/s | 525.9235 Ops/s | |
test_sac_speed[True-backward] | 3.7403ms | 3.7017ms | 270.1428 Ops/s | 253.4993 Ops/s | |
test_sac_speed[reduce-overhead-None] | 19.9698ms | 11.3178ms | 88.3561 Ops/s | 87.6542 Ops/s | |
test_sac_speed[reduce-overhead-backward] | 1.6555ms | 1.6154ms | 619.0523 Ops/s | 619.5648 Ops/s | |
test_redq_deprec_speed[False-None] | 9.2796ms | 8.8903ms | 112.4820 Ops/s | 110.7139 Ops/s | |
test_redq_deprec_speed[False-backward] | 12.3417ms | 12.1069ms | 82.5973 Ops/s | 81.4281 Ops/s | |
test_redq_deprec_speed[True-None] | 2.6660ms | 2.5066ms | 398.9473 Ops/s | 394.3416 Ops/s | |
test_redq_deprec_speed[True-backward] | 4.5339ms | 4.3979ms | 227.3823 Ops/s | 227.4639 Ops/s | |
test_redq_deprec_speed[reduce-overhead-None] | 2.6922ms | 2.5144ms | 397.7131 Ops/s | 392.2931 Ops/s | |
test_redq_deprec_speed[reduce-overhead-backward] | 4.4643ms | 4.3569ms | 229.5212 Ops/s | 226.1162 Ops/s | |
test_td3_speed[False-None] | 8.0692ms | 7.8583ms | 127.2540 Ops/s | 126.4190 Ops/s | |
test_td3_speed[False-backward] | 11.0337ms | 10.3883ms | 96.2625 Ops/s | 95.8249 Ops/s | |
test_td3_speed[True-None] | 1.7264ms | 1.7004ms | 588.0919 Ops/s | 573.1646 Ops/s | |
test_td3_speed[True-backward] | 3.7739ms | 3.3502ms | 298.4910 Ops/s | 293.6653 Ops/s | |
test_td3_speed[reduce-overhead-None] | 48.4549ms | 24.8926ms | 40.1725 Ops/s | 40.0013 Ops/s | |
test_td3_speed[reduce-overhead-backward] | 1.3209ms | 1.2685ms | 788.3232 Ops/s | 768.9744 Ops/s | |
test_cql_speed[False-None] | 17.0091ms | 16.5981ms | 60.2478 Ops/s | 59.9293 Ops/s | |
test_cql_speed[False-backward] | 22.3163ms | 21.8654ms | 45.7343 Ops/s | 45.0009 Ops/s | |
test_cql_speed[True-None] | 3.4698ms | 3.3786ms | 295.9798 Ops/s | 284.2799 Ops/s | |
test_cql_speed[True-backward] | 5.7622ms | 5.7255ms | 174.6563 Ops/s | 165.7495 Ops/s | |
test_cql_speed[reduce-overhead-None] | 20.2947ms | 12.4554ms | 80.2864 Ops/s | 79.7079 Ops/s | |
test_cql_speed[reduce-overhead-backward] | 1.9925ms | 1.7164ms | 582.6106 Ops/s | 553.4634 Ops/s | |
test_a2c_speed[False-None] | 3.2302ms | 3.1477ms | 317.6901 Ops/s | 316.8156 Ops/s | |
test_a2c_speed[False-backward] | 6.7997ms | 6.1618ms | 162.2912 Ops/s | 158.0008 Ops/s | |
test_a2c_speed[True-None] | 1.3730ms | 1.3166ms | 759.5542 Ops/s | 761.1575 Ops/s | |
test_a2c_speed[True-backward] | 3.0895ms | 3.0220ms | 330.9025 Ops/s | 309.3285 Ops/s | |
test_a2c_speed[reduce-overhead-None] | 15.4655ms | 8.7342ms | 114.4919 Ops/s | 116.1915 Ops/s | |
test_a2c_speed[reduce-overhead-backward] | 1.4590ms | 1.3933ms | 717.7247 Ops/s | 642.5487 Ops/s | |
test_ppo_speed[False-None] | 3.9185ms | 3.7422ms | 267.2232 Ops/s | 263.3171 Ops/s | |
test_ppo_speed[False-backward] | 7.3088ms | 6.8494ms | 145.9977 Ops/s | 141.1136 Ops/s | |
test_ppo_speed[True-None] | 1.5099ms | 1.4171ms | 705.6733 Ops/s | 685.0318 Ops/s | |
test_ppo_speed[True-backward] | 3.3378ms | 3.2277ms | 309.8138 Ops/s | 305.9150 Ops/s | |
test_ppo_speed[reduce-overhead-None] | 1.4561ms | 1.4029ms | 712.7997 Ops/s | 697.4434 Ops/s | |
test_ppo_speed[reduce-overhead-backward] | 3.2486ms | 3.1835ms | 314.1187 Ops/s | 308.1378 Ops/s | |
test_reinforce_speed[False-None] | 2.3420ms | 2.2523ms | 443.9915 Ops/s | 439.5409 Ops/s | |
test_reinforce_speed[False-backward] | 3.6951ms | 3.2802ms | 304.8589 Ops/s | 298.2915 Ops/s | |
test_reinforce_speed[True-None] | 1.3514ms | 1.2690ms | 788.0213 Ops/s | 767.4264 Ops/s | |
test_reinforce_speed[True-backward] | 3.1200ms | 3.0401ms | 328.9363 Ops/s | 320.6591 Ops/s | |
test_reinforce_speed[reduce-overhead-None] | 18.9339ms | 10.3993ms | 96.1601 Ops/s | 98.5504 Ops/s | |
test_reinforce_speed[reduce-overhead-backward] | 1.5007ms | 1.4471ms | 691.0323 Ops/s | 675.0287 Ops/s | |
test_iql_speed[False-None] | 9.9964ms | 9.2350ms | 108.2832 Ops/s | 107.9111 Ops/s | |
test_iql_speed[False-backward] | 13.5205ms | 13.0442ms | 76.6622 Ops/s | 76.0641 Ops/s | |
test_iql_speed[True-None] | 2.3445ms | 2.2669ms | 441.1234 Ops/s | 434.3629 Ops/s | |
test_iql_speed[True-backward] | 5.3842ms | 4.9297ms | 202.8507 Ops/s | 196.6323 Ops/s | |
test_iql_speed[reduce-overhead-None] | 19.0062ms | 10.6580ms | 93.8267 Ops/s | 93.2058 Ops/s | |
test_iql_speed[reduce-overhead-backward] | 1.8655ms | 1.8114ms | 552.0636 Ops/s | 529.8135 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 7.4556ms | 5.9898ms | 166.9519 Ops/s | 163.9596 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.6027ms | 0.3503ms | 2.8544 KOps/s | 3.4013 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.4831ms | 0.2435ms | 4.1066 KOps/s | 3.7562 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 5.9832ms | 5.7678ms | 173.3759 Ops/s | 171.6539 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.6958ms | 0.2758ms | 3.6255 KOps/s | 3.8541 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.5204ms | 0.2475ms | 4.0408 KOps/s | 3.4251 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.4954ms | 1.2738ms | 785.0765 Ops/s | 786.5967 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.5827ms | 1.2926ms | 773.6308 Ops/s | 802.6170 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.0390ms | 5.8854ms | 169.9133 Ops/s | 166.2438 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.1581ms | 0.3961ms | 2.5243 KOps/s | 2.3299 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6634ms | 0.4058ms | 2.4641 KOps/s | 2.0385 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 5.8390ms | 5.7286ms | 174.5623 Ops/s | 172.6870 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.8220ms | 0.3133ms | 3.1917 KOps/s | 3.0365 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.5500ms | 0.3227ms | 3.0992 KOps/s | 4.0091 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 5.9075ms | 5.6678ms | 176.4348 Ops/s | 173.0734 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.8198ms | 0.3100ms | 3.2259 KOps/s | 2.9866 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.5268ms | 0.2962ms | 3.3756 KOps/s | 4.0795 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 5.9845ms | 5.8213ms | 171.7818 Ops/s | 169.4770 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.7673ms | 0.4600ms | 2.1741 KOps/s | 2.2133 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6696ms | 0.4262ms | 2.3465 KOps/s | 2.2584 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 6.9516ms | 5.3808ms | 185.8446 Ops/s | 49.7565 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 9.1912ms | 2.0945ms | 477.4499 Ops/s | 460.0320 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 7.5547ms | 1.2965ms | 771.3211 Ops/s | 760.2932 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 7.3635ms | 5.5163ms | 181.2821 Ops/s | 179.4036 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 8.9706ms | 2.1026ms | 475.5953 Ops/s | 461.0365 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 1.9618ms | 0.9816ms | 1.0187 KOps/s | 973.3184 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.5224s | 16.0088ms | 62.4657 Ops/s | 170.3891 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 11.2999ms | 2.2874ms | 437.1758 Ops/s | 62.9604 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 2.2356ms | 1.2918ms | 774.1166 Ops/s | 783.5672 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] | 61.7881ms | 58.0279ms | 17.2331 Ops/s | 17.3392 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] | 17.8502ms | 16.4029ms | 60.9647 Ops/s | 60.2429 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] | 61.8502ms | 57.2699ms | 17.4612 Ops/s | 16.8884 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] | 17.8187ms | 16.4469ms | 60.8018 Ops/s | 59.6344 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] | 61.2076ms | 57.4970ms | 17.3922 Ops/s | 17.2805 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] | 19.1589ms | 17.8158ms | 56.1298 Ops/s | 55.8616 Ops/s |
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