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[CI] Fix dreamer run in SOTA tests #2627
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2627
Note: Links to docs will display an error until the docs builds have been completed. ❌ 2 New Failures, 8 Unrelated FailuresAs of commit e33b963 with merge base 3da76f0 (): NEW FAILURES - The following jobs have failed:
FLAKY - The following job failed but was likely due to flakiness present on trunk:
BROKEN TRUNK - The following jobs failed but was present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
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ghstack-source-id: dfe3ab6fe0d29fcdcaf57f31f84d04e07e36bad3 Pull Request resolved: #2627
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|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_simple | 0.4328s | 0.4267s | 2.3435 Ops/s | 2.2424 Ops/s | |
test_transformed | 0.6253s | 0.6182s | 1.6177 Ops/s | 1.6553 Ops/s | |
test_serial | 1.3643s | 1.3552s | 0.7379 Ops/s | 0.7345 Ops/s | |
test_parallel | 1.3824s | 1.3171s | 0.7593 Ops/s | 0.7522 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.1773ms | 30.4046μs | 32.8897 KOps/s | 33.7104 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 49.3920μs | 17.8111μs | 56.1447 KOps/s | 56.5193 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 42.5900μs | 17.0949μs | 58.4969 KOps/s | 57.5494 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 54.4020μs | 10.0753μs | 99.2529 KOps/s | 101.1427 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 91.0100μs | 32.4960μs | 30.7730 KOps/s | 32.1033 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 58.3590μs | 19.6243μs | 50.9572 KOps/s | 51.6361 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 85.4450μs | 18.9270μs | 52.8344 KOps/s | 55.1473 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 40.5670μs | 11.9899μs | 83.4039 KOps/s | 85.3039 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 90.9700μs | 34.0681μs | 29.3530 KOps/s | 30.0519 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 55.3740μs | 21.7631μs | 45.9492 KOps/s | 47.6147 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 45.5850μs | 18.9214μs | 52.8503 KOps/s | 54.2248 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 43.9720μs | 11.9650μs | 83.5772 KOps/s | 85.5743 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 83.6970μs | 35.7944μs | 27.9373 KOps/s | 28.7687 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 53.6310μs | 23.5785μs | 42.4116 KOps/s | 43.9332 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 0.6027ms | 20.8723μs | 47.9104 KOps/s | 50.0478 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 50.0640μs | 13.7596μs | 72.6767 KOps/s | 74.4318 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 92.6130μs | 34.2046μs | 29.2359 KOps/s | 30.2202 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 63.8490μs | 21.9373μs | 45.5844 KOps/s | 47.0352 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 76.4570μs | 20.9518μs | 47.7285 KOps/s | 46.9703 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 38.1220μs | 13.0878μs | 76.4068 KOps/s | 76.8590 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 73.5080μs | 35.6411μs | 28.0575 KOps/s | 28.4927 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 69.2200μs | 23.4633μs | 42.6197 KOps/s | 43.7652 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 2.7263ms | 22.9449μs | 43.5827 KOps/s | 45.4368 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 65.7830μs | 14.9636μs | 66.8288 KOps/s | 67.7154 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 86.6620μs | 37.8212μs | 26.4402 KOps/s | 27.2834 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 0.1019ms | 24.9854μs | 40.0233 KOps/s | 40.2923 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 71.5240μs | 22.8229μs | 43.8156 KOps/s | 44.2898 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 40.5060μs | 14.9517μs | 66.8819 KOps/s | 67.6072 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 0.1199ms | 38.9876μs | 25.6492 KOps/s | 25.9855 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 65.5630μs | 26.8316μs | 37.2695 KOps/s | 37.7905 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 63.5790μs | 24.6175μs | 40.6215 KOps/s | 41.3368 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 60.1970μs | 16.5397μs | 60.4606 KOps/s | 61.4471 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 12.9417ms | 9.4562ms | 105.7503 Ops/s | 105.3054 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 39.5531ms | 36.1476ms | 27.6643 Ops/s | 29.6197 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2284ms | 0.1936ms | 5.1654 KOps/s | 5.3718 KOps/s | |
test_values[td1_return_estimate-False-False] | 27.8563ms | 24.3971ms | 40.9884 Ops/s | 42.3523 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 38.8140ms | 36.1651ms | 27.6510 Ops/s | 29.3310 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 37.9142ms | 34.4483ms | 29.0290 Ops/s | 29.2960 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 37.8489ms | 35.9903ms | 27.7853 Ops/s | 29.4753 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 12.3680ms | 8.2935ms | 120.5761 Ops/s | 123.2987 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 2.3214ms | 2.0229ms | 494.3439 Ops/s | 495.0325 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.6043ms | 0.3566ms | 2.8040 KOps/s | 2.7521 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 50.2356ms | 49.1005ms | 20.3664 Ops/s | 23.7264 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 3.2140ms | 3.0310ms | 329.9292 Ops/s | 325.7523 Ops/s | |
test_dqn_speed[False-None] | 2.2136ms | 1.4086ms | 709.9388 Ops/s | 673.6772 Ops/s | |
test_dqn_speed[False-backward] | 2.0572ms | 1.8950ms | 527.7145 Ops/s | 487.7709 Ops/s | |
test_dqn_speed[True-None] | 1.3402ms | 0.4727ms | 2.1155 KOps/s | 2.0790 KOps/s | |
test_dqn_speed[True-backward] | 0.9458ms | 0.9029ms | 1.1076 KOps/s | 1.1040 KOps/s | |
test_dqn_speed[reduce-overhead-None] | 0.7999ms | 0.4711ms | 2.1226 KOps/s | 2.0698 KOps/s | |
test_dqn_speed[reduce-overhead-backward] | 0.9397ms | 0.8933ms | 1.1194 KOps/s | 1.0235 KOps/s | |
test_ddpg_speed[False-None] | 3.4584ms | 2.8758ms | 347.7289 Ops/s | 344.2907 Ops/s | |
test_ddpg_speed[False-backward] | 4.1034ms | 4.0094ms | 249.4142 Ops/s | 248.8268 Ops/s | |
test_ddpg_speed[True-None] | 1.4557ms | 0.9997ms | 1.0003 KOps/s | 998.0711 Ops/s | |
test_ddpg_speed[True-backward] | 1.9443ms | 1.8912ms | 528.7760 Ops/s | 516.0584 Ops/s | |
test_ddpg_speed[reduce-overhead-None] | 1.2298ms | 0.9999ms | 1.0001 KOps/s | 1.0021 KOps/s | |
test_ddpg_speed[reduce-overhead-backward] | 2.0033ms | 1.9072ms | 524.3310 Ops/s | 528.7951 Ops/s | |
test_sac_speed[False-None] | 8.6859ms | 8.0212ms | 124.6696 Ops/s | 124.4608 Ops/s | |
test_sac_speed[False-backward] | 11.6456ms | 10.7209ms | 93.2754 Ops/s | 93.2029 Ops/s | |
test_sac_speed[True-None] | 2.4396ms | 1.8200ms | 549.4394 Ops/s | 530.0337 Ops/s | |
test_sac_speed[True-backward] | 3.6413ms | 3.5475ms | 281.8879 Ops/s | 281.4674 Ops/s | |
test_sac_speed[reduce-overhead-None] | 2.3591ms | 1.8208ms | 549.2096 Ops/s | 538.8040 Ops/s | |
test_sac_speed[reduce-overhead-backward] | 3.9593ms | 3.5057ms | 285.2516 Ops/s | 283.3807 Ops/s | |
test_redq_speed[False-None] | 14.6361ms | 12.9922ms | 76.9690 Ops/s | 77.4042 Ops/s | |
test_redq_speed[False-backward] | 25.3073ms | 22.6856ms | 44.0808 Ops/s | 44.5901 Ops/s | |
test_redq_speed[True-None] | 6.5815ms | 4.5070ms | 221.8758 Ops/s | 221.8233 Ops/s | |
test_redq_speed[True-backward] | 13.6863ms | 11.9053ms | 83.9960 Ops/s | 79.6683 Ops/s | |
test_redq_speed[reduce-overhead-None] | 6.1390ms | 4.5634ms | 219.1363 Ops/s | 213.2741 Ops/s | |
test_redq_speed[reduce-overhead-backward] | 13.1481ms | 12.1379ms | 82.3868 Ops/s | 79.2107 Ops/s | |
test_redq_deprec_speed[False-None] | 13.7400ms | 12.6586ms | 78.9975 Ops/s | 75.9584 Ops/s | |
test_redq_deprec_speed[False-backward] | 22.1812ms | 18.2353ms | 54.8387 Ops/s | 52.6043 Ops/s | |
test_redq_deprec_speed[True-None] | 4.1573ms | 3.5331ms | 283.0378 Ops/s | 275.8791 Ops/s | |
test_redq_deprec_speed[True-backward] | 9.0334ms | 8.1535ms | 122.6465 Ops/s | 110.4297 Ops/s | |
test_redq_deprec_speed[reduce-overhead-None] | 4.1213ms | 3.5329ms | 283.0548 Ops/s | 274.2959 Ops/s | |
test_redq_deprec_speed[reduce-overhead-backward] | 7.9842ms | 7.8741ms | 126.9989 Ops/s | 117.8128 Ops/s | |
test_td3_speed[False-None] | 9.8047ms | 7.9351ms | 126.0230 Ops/s | 121.9502 Ops/s | |
test_td3_speed[False-backward] | 11.4417ms | 10.3640ms | 96.4878 Ops/s | 93.3904 Ops/s | |
test_td3_speed[True-None] | 1.8735ms | 1.7028ms | 587.2724 Ops/s | 579.8203 Ops/s | |
test_td3_speed[True-backward] | 3.6010ms | 3.3024ms | 302.8082 Ops/s | 299.6955 Ops/s | |
test_td3_speed[reduce-overhead-None] | 1.8300ms | 1.6956ms | 589.7449 Ops/s | 575.2730 Ops/s | |
test_td3_speed[reduce-overhead-backward] | 3.4471ms | 3.3000ms | 303.0308 Ops/s | 292.7167 Ops/s | |
test_cql_speed[False-None] | 37.9848ms | 36.0722ms | 27.7222 Ops/s | 27.1588 Ops/s | |
test_cql_speed[False-backward] | 49.5019ms | 45.9133ms | 21.7802 Ops/s | 21.4589 Ops/s | |
test_cql_speed[True-None] | 16.4098ms | 15.5603ms | 64.2661 Ops/s | 64.4520 Ops/s | |
test_cql_speed[True-backward] | 23.8431ms | 22.2471ms | 44.9498 Ops/s | 44.5677 Ops/s | |
test_cql_speed[reduce-overhead-None] | 16.2560ms | 15.5408ms | 64.3467 Ops/s | 64.3343 Ops/s | |
test_cql_speed[reduce-overhead-backward] | 23.2747ms | 22.2871ms | 44.8690 Ops/s | 44.6414 Ops/s | |
test_a2c_speed[False-None] | 7.9544ms | 7.2748ms | 137.4607 Ops/s | 78.7304 Ops/s | |
test_a2c_speed[False-backward] | 20.9707ms | 14.6338ms | 68.3351 Ops/s | 69.0650 Ops/s | |
test_a2c_speed[True-None] | 4.9606ms | 4.1709ms | 239.7592 Ops/s | 236.4197 Ops/s | |
test_a2c_speed[True-backward] | 11.1584ms | 10.7487ms | 93.0343 Ops/s | 93.3729 Ops/s | |
test_a2c_speed[reduce-overhead-None] | 4.6620ms | 4.1764ms | 239.4407 Ops/s | 235.8840 Ops/s | |
test_a2c_speed[reduce-overhead-backward] | 11.7198ms | 11.4210ms | 87.5577 Ops/s | 93.1465 Ops/s | |
test_ppo_speed[False-None] | 10.2534ms | 7.9627ms | 125.5851 Ops/s | 133.5642 Ops/s | |
test_ppo_speed[False-backward] | 16.1809ms | 15.2997ms | 65.3609 Ops/s | 66.8191 Ops/s | |
test_ppo_speed[True-None] | 4.3515ms | 3.6683ms | 272.6066 Ops/s | 268.3054 Ops/s | |
test_ppo_speed[True-backward] | 9.8997ms | 9.5652ms | 104.5453 Ops/s | 103.5480 Ops/s | |
test_ppo_speed[reduce-overhead-None] | 4.3092ms | 3.6654ms | 272.8193 Ops/s | 270.2319 Ops/s | |
test_ppo_speed[reduce-overhead-backward] | 9.8880ms | 9.5924ms | 104.2489 Ops/s | 103.5912 Ops/s | |
test_reinforce_speed[False-None] | 7.4550ms | 6.4578ms | 154.8521 Ops/s | 152.8227 Ops/s | |
test_reinforce_speed[False-backward] | 11.3903ms | 9.7260ms | 102.8167 Ops/s | 100.3304 Ops/s | |
test_reinforce_speed[True-None] | 3.1049ms | 2.6366ms | 379.2736 Ops/s | 373.5053 Ops/s | |
test_reinforce_speed[True-backward] | 9.7842ms | 9.0093ms | 110.9960 Ops/s | 115.4468 Ops/s | |
test_reinforce_speed[reduce-overhead-None] | 2.9278ms | 2.6321ms | 379.9214 Ops/s | 375.9281 Ops/s | |
test_reinforce_speed[reduce-overhead-backward] | 8.9886ms | 8.5954ms | 116.3416 Ops/s | 115.6699 Ops/s | |
test_iql_speed[False-None] | 34.1581ms | 32.1519ms | 31.1024 Ops/s | 31.1072 Ops/s | |
test_iql_speed[False-backward] | 46.9841ms | 45.0289ms | 22.2080 Ops/s | 22.1198 Ops/s | |
test_iql_speed[True-None] | 11.8922ms | 10.5714ms | 94.5951 Ops/s | 94.0961 Ops/s | |
test_iql_speed[True-backward] | 23.3229ms | 21.6247ms | 46.2434 Ops/s | 43.7567 Ops/s | |
test_iql_speed[reduce-overhead-None] | 11.8968ms | 10.6705ms | 93.7162 Ops/s | 90.4020 Ops/s | |
test_iql_speed[reduce-overhead-backward] | 22.5567ms | 21.5454ms | 46.4137 Ops/s | 45.2381 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 6.6093ms | 4.8858ms | 204.6769 Ops/s | 193.9209 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.3387ms | 0.5054ms | 1.9788 KOps/s | 1.9007 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.9447ms | 0.4872ms | 2.0527 KOps/s | 2.0228 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 7.0038ms | 4.6007ms | 217.3566 Ops/s | 203.3259 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.9934ms | 0.4939ms | 2.0247 KOps/s | 1.9868 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.7119ms | 0.4709ms | 2.1235 KOps/s | 2.0455 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.9018ms | 1.6204ms | 617.1450 Ops/s | 605.2874 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 2.5905ms | 1.5838ms | 631.4104 Ops/s | 621.6782 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 5.5335ms | 4.7799ms | 209.2094 Ops/s | 197.7682 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.0969ms | 0.6424ms | 1.5567 KOps/s | 1.5318 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.8132ms | 0.6126ms | 1.6324 KOps/s | 1.6046 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 7.3014ms | 4.6932ms | 213.0762 Ops/s | 203.5677 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.2516ms | 0.5043ms | 1.9829 KOps/s | 1.9096 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6898ms | 0.4828ms | 2.0712 KOps/s | 1.9949 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.8989ms | 4.6383ms | 215.5980 Ops/s | 204.1108 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 3.4511ms | 0.4973ms | 2.0109 KOps/s | 1.9602 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6915ms | 0.4743ms | 2.1084 KOps/s | 2.0436 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 5.0670ms | 4.8346ms | 206.8406 Ops/s | 196.4503 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.8787ms | 0.6389ms | 1.5652 KOps/s | 1.5075 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 8.5032ms | 0.6259ms | 1.5977 KOps/s | 1.6077 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 9.3543ms | 4.2573ms | 234.8890 Ops/s | 234.6179 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 7.5573ms | 2.3427ms | 426.8663 Ops/s | 435.6653 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 5.8845ms | 1.3352ms | 748.9543 Ops/s | 794.4284 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.4097s | 12.3692ms | 80.8460 Ops/s | 35.4474 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 8.7500ms | 2.3518ms | 425.2050 Ops/s | 430.0265 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 4.9084ms | 1.3278ms | 753.1453 Ops/s | 812.3374 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 5.8631ms | 4.4073ms | 226.8942 Ops/s | 215.7065 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 8.7899ms | 2.5891ms | 386.2378 Ops/s | 406.9078 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 4.0316ms | 1.5382ms | 650.1156 Ops/s | 675.1085 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] | 12.8719ms | 11.0738ms | 90.3036 Ops/s | 88.2380 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] | 15.1167ms | 14.4546ms | 69.1822 Ops/s | 68.3288 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] | 20.6241ms | 19.7225ms | 50.7036 Ops/s | 49.3308 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] | 15.7971ms | 14.6517ms | 68.2512 Ops/s | 67.2246 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] | 21.9612ms | 19.8593ms | 50.3543 Ops/s | 50.9364 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] | 16.6040ms | 15.8971ms | 62.9045 Ops/s | 63.1580 Ops/s |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_simple | 0.7543s | 0.7474s | 1.3379 Ops/s | 1.2930 Ops/s | |
test_transformed | 1.0922s | 1.0169s | 0.9834 Ops/s | 0.9828 Ops/s | |
test_serial | 2.2451s | 2.1788s | 0.4590 Ops/s | 0.4621 Ops/s | |
test_parallel | 2.0762s | 2.0160s | 0.4960 Ops/s | 0.5047 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.2198ms | 39.8184μs | 25.1140 KOps/s | 24.9816 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 0.1679ms | 22.8721μs | 43.7214 KOps/s | 42.9124 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 52.7210μs | 21.8822μs | 45.6993 KOps/s | 45.7862 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 59.4910μs | 12.6447μs | 79.0845 KOps/s | 76.2454 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 0.1195ms | 41.9149μs | 23.8578 KOps/s | 23.2183 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 0.1268ms | 24.9005μs | 40.1598 KOps/s | 39.3416 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 52.8910μs | 24.6127μs | 40.6294 KOps/s | 41.0919 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 43.4800μs | 14.9602μs | 66.8442 KOps/s | 66.4569 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 78.0610μs | 45.2548μs | 22.0971 KOps/s | 22.4639 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 70.2310μs | 27.4373μs | 36.4467 KOps/s | 36.6718 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 61.8310μs | 24.6051μs | 40.6420 KOps/s | 40.3023 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 51.2110μs | 14.8557μs | 67.3140 KOps/s | 65.8263 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 76.0910μs | 46.6556μs | 21.4337 KOps/s | 21.5131 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 60.0210μs | 28.7496μs | 34.7831 KOps/s | 34.3785 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 57.0910μs | 25.8582μs | 38.6725 KOps/s | 37.3933 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 59.0000μs | 16.8481μs | 59.3538 KOps/s | 58.0674 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 96.3910μs | 44.4107μs | 22.5171 KOps/s | 22.4722 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 60.6110μs | 27.5701μs | 36.2712 KOps/s | 36.3512 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 0.1323ms | 28.0889μs | 35.6012 KOps/s | 35.4086 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 43.9910μs | 16.5289μs | 60.5003 KOps/s | 60.2471 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 72.1710μs | 46.5990μs | 21.4597 KOps/s | 21.0869 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 0.1044ms | 29.3803μs | 34.0364 KOps/s | 34.2529 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 3.4217ms | 30.5265μs | 32.7584 KOps/s | 32.8555 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 69.7710μs | 18.5991μs | 53.7662 KOps/s | 52.5326 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 0.1165ms | 49.1431μs | 20.3487 KOps/s | 20.3834 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 68.2410μs | 31.2490μs | 32.0010 KOps/s | 31.4821 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 61.6610μs | 30.2414μs | 33.0672 KOps/s | 32.6129 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 0.2018ms | 18.5988μs | 53.7669 KOps/s | 52.6887 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 0.2118ms | 50.4115μs | 19.8368 KOps/s | 20.0223 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 60.6010μs | 33.4621μs | 29.8846 KOps/s | 29.8478 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 0.2103ms | 31.9271μs | 31.3214 KOps/s | 31.8070 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 0.2180ms | 20.4116μs | 48.9917 KOps/s | 48.7438 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 26.3804ms | 25.3795ms | 39.4018 Ops/s | 40.2026 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 99.1797ms | 2.8870ms | 346.3849 Ops/s | 359.7201 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.1096ms | 81.7958μs | 12.2256 KOps/s | 12.2575 KOps/s | |
test_values[td1_return_estimate-False-False] | 58.8006ms | 56.6771ms | 17.6438 Ops/s | 18.0571 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 1.3906ms | 1.0889ms | 918.3593 Ops/s | 916.1390 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 94.4629ms | 90.2744ms | 11.0773 Ops/s | 11.2458 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 1.2968ms | 1.0871ms | 919.8522 Ops/s | 917.2390 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 25.6096ms | 25.3060ms | 39.5164 Ops/s | 38.0758 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 1.0544ms | 0.7626ms | 1.3113 KOps/s | 1.3029 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.8333ms | 0.6803ms | 1.4700 KOps/s | 1.4335 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 1.6889ms | 1.4910ms | 670.6738 Ops/s | 671.3645 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 4.7248ms | 0.7318ms | 1.3665 KOps/s | 1.4481 KOps/s | |
test_dqn_speed[False-None] | 1.7253ms | 1.4878ms | 672.1516 Ops/s | 673.9986 Ops/s | |
test_dqn_speed[False-backward] | 2.2841ms | 2.1133ms | 473.1830 Ops/s | 479.8514 Ops/s | |
test_dqn_speed[True-None] | 0.9637ms | 0.5473ms | 1.8271 KOps/s | 1.8320 KOps/s | |
test_dqn_speed[True-backward] | 1.2268ms | 1.1075ms | 902.9011 Ops/s | 901.8392 Ops/s | |
test_dqn_speed[reduce-overhead-None] | 0.9592ms | 0.5537ms | 1.8060 KOps/s | 1.7457 KOps/s | |
test_dqn_speed[reduce-overhead-backward] | 1.1133ms | 0.9770ms | 1.0235 KOps/s | 1.0060 KOps/s | |
test_ddpg_speed[False-None] | 3.1953ms | 2.8025ms | 356.8256 Ops/s | 357.4705 Ops/s | |
test_ddpg_speed[False-backward] | 4.4581ms | 4.0578ms | 246.4404 Ops/s | 245.0733 Ops/s | |
test_ddpg_speed[True-None] | 1.4921ms | 1.0982ms | 910.5690 Ops/s | 922.7233 Ops/s | |
test_ddpg_speed[True-backward] | 2.3985ms | 2.1862ms | 457.4226 Ops/s | 455.4564 Ops/s | |
test_ddpg_speed[reduce-overhead-None] | 1.5161ms | 1.1091ms | 901.6505 Ops/s | 877.9653 Ops/s | |
test_ddpg_speed[reduce-overhead-backward] | 1.7221ms | 1.6593ms | 602.6505 Ops/s | 603.8449 Ops/s | |
test_sac_speed[False-None] | 8.6442ms | 8.1063ms | 123.3603 Ops/s | 125.1646 Ops/s | |
test_sac_speed[False-backward] | 11.6347ms | 11.0010ms | 90.9005 Ops/s | 90.9949 Ops/s | |
test_sac_speed[True-None] | 1.7354ms | 1.5583ms | 641.7266 Ops/s | 644.4229 Ops/s | |
test_sac_speed[True-backward] | 3.5388ms | 3.3150ms | 301.6557 Ops/s | 306.3838 Ops/s | |
test_sac_speed[reduce-overhead-None] | 23.0050ms | 12.6918ms | 78.7908 Ops/s | 77.7825 Ops/s | |
test_sac_speed[reduce-overhead-backward] | 1.4866ms | 1.3480ms | 741.8398 Ops/s | 741.7925 Ops/s | |
test_redq_speed[False-None] | 8.5428ms | 7.5157ms | 133.0553 Ops/s | 132.6889 Ops/s | |
test_redq_speed[False-backward] | 12.1139ms | 11.3965ms | 87.7466 Ops/s | 87.4966 Ops/s | |
test_redq_speed[True-None] | 2.1748ms | 2.0128ms | 496.8257 Ops/s | 497.8210 Ops/s | |
test_redq_speed[True-backward] | 4.0110ms | 3.6985ms | 270.3819 Ops/s | 257.7748 Ops/s | |
test_redq_speed[reduce-overhead-None] | 2.2964ms | 2.0489ms | 488.0741 Ops/s | 480.1267 Ops/s | |
test_redq_speed[reduce-overhead-backward] | 4.2398ms | 3.7230ms | 268.6015 Ops/s | 258.4097 Ops/s | |
test_redq_deprec_speed[False-None] | 9.5566ms | 9.0038ms | 111.0641 Ops/s | 110.4663 Ops/s | |
test_redq_deprec_speed[False-backward] | 12.5307ms | 12.0638ms | 82.8928 Ops/s | 80.9590 Ops/s | |
test_redq_deprec_speed[True-None] | 2.7559ms | 2.3461ms | 426.2388 Ops/s | 423.5244 Ops/s | |
test_redq_deprec_speed[True-backward] | 4.6427ms | 4.2600ms | 234.7419 Ops/s | 248.1948 Ops/s | |
test_redq_deprec_speed[reduce-overhead-None] | 2.6444ms | 2.4015ms | 416.4000 Ops/s | 406.4746 Ops/s | |
test_redq_deprec_speed[reduce-overhead-backward] | 4.6977ms | 4.1029ms | 243.7320 Ops/s | 249.6707 Ops/s | |
test_td3_speed[False-None] | 8.0076ms | 7.8923ms | 126.7063 Ops/s | 118.2441 Ops/s | |
test_td3_speed[False-backward] | 10.8319ms | 10.3119ms | 96.9749 Ops/s | 96.3377 Ops/s | |
test_td3_speed[True-None] | 1.7118ms | 1.6594ms | 602.6334 Ops/s | 616.9564 Ops/s | |
test_td3_speed[True-backward] | 3.4691ms | 3.3197ms | 301.2299 Ops/s | 318.3319 Ops/s | |
test_td3_speed[reduce-overhead-None] | 50.5787ms | 25.8660ms | 38.6607 Ops/s | 36.5452 Ops/s | |
test_td3_speed[reduce-overhead-backward] | 1.4239ms | 1.2997ms | 769.4189 Ops/s | 755.2590 Ops/s | |
test_cql_speed[False-None] | 16.9529ms | 16.1434ms | 61.9448 Ops/s | 62.2391 Ops/s | |
test_cql_speed[False-backward] | 21.9223ms | 21.3538ms | 46.8300 Ops/s | 47.0894 Ops/s | |
test_cql_speed[True-None] | 3.4841ms | 2.9921ms | 334.2171 Ops/s | 335.6548 Ops/s | |
test_cql_speed[True-backward] | 5.4426ms | 5.0960ms | 196.2319 Ops/s | 196.9961 Ops/s | |
test_cql_speed[reduce-overhead-None] | 22.0383ms | 13.2423ms | 75.5158 Ops/s | 75.2869 Ops/s | |
test_cql_speed[reduce-overhead-backward] | 1.6791ms | 1.5197ms | 658.0435 Ops/s | 626.2481 Ops/s | |
test_a2c_speed[False-None] | 3.3260ms | 3.1529ms | 317.1652 Ops/s | 316.8877 Ops/s | |
test_a2c_speed[False-backward] | 6.7350ms | 6.1103ms | 163.6584 Ops/s | 157.8783 Ops/s | |
test_a2c_speed[True-None] | 1.2082ms | 1.0080ms | 992.0299 Ops/s | 976.1203 Ops/s | |
test_a2c_speed[True-backward] | 2.8113ms | 2.6716ms | 374.3086 Ops/s | 375.7263 Ops/s | |
test_a2c_speed[reduce-overhead-None] | 0.3897s | 12.5754ms | 79.5202 Ops/s | 84.5101 Ops/s | |
test_a2c_speed[reduce-overhead-backward] | 1.1757ms | 1.0137ms | 986.4524 Ops/s | 999.6257 Ops/s | |
test_ppo_speed[False-None] | 4.0240ms | 3.6513ms | 273.8760 Ops/s | 277.4311 Ops/s | |
test_ppo_speed[False-backward] | 7.3457ms | 6.8520ms | 145.9421 Ops/s | 147.5730 Ops/s | |
test_ppo_speed[True-None] | 1.3386ms | 0.9569ms | 1.0450 KOps/s | 1.0060 KOps/s | |
test_ppo_speed[True-backward] | 2.7759ms | 2.6341ms | 379.6384 Ops/s | 387.5036 Ops/s | |
test_ppo_speed[reduce-overhead-None] | 0.6547ms | 0.5016ms | 1.9937 KOps/s | 1.8974 KOps/s | |
test_ppo_speed[reduce-overhead-backward] | 1.2346ms | 1.0785ms | 927.1964 Ops/s | 1.0069 KOps/s | |
test_reinforce_speed[False-None] | 2.3840ms | 2.2162ms | 451.2246 Ops/s | 449.2097 Ops/s | |
test_reinforce_speed[False-backward] | 3.5763ms | 3.4013ms | 294.0047 Ops/s | 307.8988 Ops/s | |
test_reinforce_speed[True-None] | 1.0249ms | 0.8407ms | 1.1895 KOps/s | 1.1942 KOps/s | |
test_reinforce_speed[True-backward] | 2.7554ms | 2.6155ms | 382.3306 Ops/s | 408.3260 Ops/s | |
test_reinforce_speed[reduce-overhead-None] | 22.9823ms | 11.9461ms | 83.7093 Ops/s | 85.1677 Ops/s | |
test_reinforce_speed[reduce-overhead-backward] | 1.3234ms | 1.1657ms | 857.8357 Ops/s | 830.9164 Ops/s | |
test_iql_speed[False-None] | 9.6058ms | 9.1441ms | 109.3596 Ops/s | 109.7296 Ops/s | |
test_iql_speed[False-backward] | 13.7414ms | 13.1589ms | 75.9940 Ops/s | 75.9168 Ops/s | |
test_iql_speed[True-None] | 1.9986ms | 1.7869ms | 559.6337 Ops/s | 544.5243 Ops/s | |
test_iql_speed[True-backward] | 4.4733ms | 4.2887ms | 233.1722 Ops/s | 230.0780 Ops/s | |
test_iql_speed[reduce-overhead-None] | 20.6084ms | 11.5967ms | 86.2318 Ops/s | 86.7272 Ops/s | |
test_iql_speed[reduce-overhead-backward] | 1.6014ms | 1.4494ms | 689.9571 Ops/s | 695.5448 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 7.8186ms | 6.4281ms | 155.5665 Ops/s | 152.8610 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.6732ms | 0.3739ms | 2.6747 KOps/s | 3.4718 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6082ms | 0.3070ms | 3.2571 KOps/s | 3.9999 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.6340ms | 6.1963ms | 161.3867 Ops/s | 159.1460 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 2.2129ms | 0.2559ms | 3.9071 KOps/s | 3.9075 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.4471ms | 0.2338ms | 4.2766 KOps/s | 4.2689 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.7603ms | 1.5092ms | 662.6179 Ops/s | 680.4125 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.5170ms | 1.2829ms | 779.4630 Ops/s | 820.9000 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.6972ms | 6.3726ms | 156.9226 Ops/s | 155.0086 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.1634ms | 0.4147ms | 2.4112 KOps/s | 2.4320 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6685ms | 0.3874ms | 2.5812 KOps/s | 2.4281 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 6.5329ms | 6.2421ms | 160.2033 Ops/s | 160.4912 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.7416ms | 0.3279ms | 3.0501 KOps/s | 3.2692 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.5898ms | 0.2838ms | 3.5230 KOps/s | 3.5227 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.5374ms | 6.1655ms | 162.1918 Ops/s | 161.7673 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.3121ms | 0.2940ms | 3.4017 KOps/s | 3.0308 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.5572ms | 0.2711ms | 3.6885 KOps/s | 3.0425 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.6519ms | 6.3919ms | 156.4472 Ops/s | 156.5115 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.7186ms | 0.5433ms | 1.8406 KOps/s | 2.1985 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 9.6395ms | 0.5351ms | 1.8687 KOps/s | 2.5013 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 7.0356ms | 5.3414ms | 187.2152 Ops/s | 187.3948 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 4.0688ms | 1.9912ms | 502.2169 Ops/s | 440.4765 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 8.9607ms | 1.3209ms | 757.0411 Ops/s | 854.9558 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.4775s | 14.8548ms | 67.3184 Ops/s | 190.0230 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 10.0675ms | 2.0633ms | 484.6702 Ops/s | 428.4997 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 8.0536ms | 1.2889ms | 775.8254 Ops/s | 871.8712 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 7.8221ms | 5.6335ms | 177.5084 Ops/s | 33.2276 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 9.3473ms | 2.3023ms | 434.3542 Ops/s | 528.1629 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 7.2832ms | 1.4881ms | 672.0118 Ops/s | 826.7317 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] | 13.4528ms | 13.2629ms | 75.3980 Ops/s | 74.6428 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] | 17.1956ms | 16.6891ms | 59.9193 Ops/s | 59.2048 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] | 18.8926ms | 18.0843ms | 55.2966 Ops/s | 54.3031 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] | 17.6834ms | 17.0369ms | 58.6961 Ops/s | 58.9903 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] | 18.5477ms | 17.7882ms | 56.2169 Ops/s | 55.2364 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] | 18.7815ms | 18.2725ms | 54.7269 Ops/s | 55.3691 Ops/s |
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