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[BugFix] Fix colab in tutos #2113
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2113
Note: Links to docs will display an error until the docs builds have been completed. ❌ 10 New Failures, 2 Unrelated FailuresAs of commit b4a6ada with merge base fd280ed ( NEW FAILURES - The following jobs have failed:
BROKEN TRUNK - The following jobs failed but were present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 56.0819ms | 54.8020ms | 18.2475 Ops/s | 18.8737 Ops/s | |
test_sync | 36.0835ms | 29.6264ms | 33.7537 Ops/s | 34.2178 Ops/s | |
test_async | 56.6706ms | 26.5205ms | 37.7067 Ops/s | 37.9417 Ops/s | |
test_simple | 0.3404s | 0.3387s | 2.9524 Ops/s | 2.9689 Ops/s | |
test_transformed | 0.4886s | 0.4872s | 2.0526 Ops/s | 2.0073 Ops/s | |
test_serial | 1.2743s | 1.2271s | 0.8149 Ops/s | 0.8159 Ops/s | |
test_parallel | 1.0548s | 1.0132s | 0.9870 Ops/s | 0.9979 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.3185ms | 21.7843μs | 45.9046 KOps/s | 46.0963 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 80.9010μs | 13.3538μs | 74.8848 KOps/s | 76.0377 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 39.2540μs | 12.6622μs | 78.9753 KOps/s | 78.8640 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 67.4560μs | 7.7340μs | 129.2989 KOps/s | 129.7820 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 50.5640μs | 22.9174μs | 43.6349 KOps/s | 43.8067 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 66.5560μs | 14.5397μs | 68.7774 KOps/s | 69.0946 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 77.4140μs | 13.8916μs | 71.9859 KOps/s | 71.9498 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 33.2510μs | 9.0300μs | 110.7423 KOps/s | 111.9999 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 58.3590μs | 24.1642μs | 41.3836 KOps/s | 41.4224 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 40.5760μs | 15.9222μs | 62.8052 KOps/s | 63.6329 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 42.6100μs | 13.9513μs | 71.6780 KOps/s | 72.2109 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 31.8800μs | 9.0623μs | 110.3474 KOps/s | 110.8896 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 58.8300μs | 25.5243μs | 39.1783 KOps/s | 39.4553 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 41.9790μs | 17.1737μs | 58.2286 KOps/s | 58.8491 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 64.6490μs | 15.0903μs | 66.2679 KOps/s | 66.3631 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 52.0080μs | 10.1755μs | 98.2755 KOps/s | 98.8329 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 72.5850μs | 24.1240μs | 41.4526 KOps/s | 41.2700 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 49.1710μs | 15.8960μs | 62.9089 KOps/s | 63.2572 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 46.8780μs | 15.9248μs | 62.7951 KOps/s | 62.1207 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 36.2880μs | 10.3229μs | 96.8717 KOps/s | 98.2337 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 41.3370μs | 25.9488μs | 38.5374 KOps/s | 38.5768 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 53.4180μs | 17.1371μs | 58.3529 KOps/s | 58.8591 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 53.0490μs | 17.2810μs | 57.8669 KOps/s | 57.9524 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 40.3950μs | 11.5668μs | 86.4541 KOps/s | 87.9343 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 87.1630μs | 26.6497μs | 37.5238 KOps/s | 37.6421 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 47.7190μs | 18.6328μs | 53.6688 KOps/s | 54.5710 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 59.8310μs | 17.3611μs | 57.6000 KOps/s | 58.0494 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 42.3390μs | 11.4565μs | 87.2866 KOps/s | 89.1614 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 91.4510μs | 27.5612μs | 36.2828 KOps/s | 36.4687 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 87.1330μs | 19.8719μs | 50.3224 KOps/s | 52.4507 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 46.2870μs | 18.0184μs | 55.4988 KOps/s | 54.7262 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 67.2450μs | 12.5619μs | 79.6059 KOps/s | 81.5502 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 11.7210ms | 9.6990ms | 103.1030 Ops/s | 106.5389 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 36.8591ms | 35.1571ms | 28.4437 Ops/s | 28.4419 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2282ms | 0.1773ms | 5.6395 KOps/s | 5.9477 KOps/s | |
test_values[td1_return_estimate-False-False] | 25.3225ms | 24.2641ms | 41.2131 Ops/s | 42.2138 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 36.5047ms | 35.3550ms | 28.2846 Ops/s | 28.3656 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 37.4470ms | 34.9321ms | 28.6270 Ops/s | 29.3210 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 36.7437ms | 35.3036ms | 28.3258 Ops/s | 28.3869 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 11.5638ms | 8.5829ms | 116.5112 Ops/s | 123.5309 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 2.5681ms | 1.9906ms | 502.3522 Ops/s | 504.1998 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.4803ms | 0.3585ms | 2.7892 KOps/s | 2.8876 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 44.3665ms | 43.0451ms | 23.2315 Ops/s | 21.7485 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 3.7669ms | 3.0627ms | 326.5102 Ops/s | 328.0555 Ops/s | |
test_dqn_speed | 1.5705ms | 1.3833ms | 722.8930 Ops/s | 738.7805 Ops/s | |
test_ddpg_speed | 3.1816ms | 2.9175ms | 342.7561 Ops/s | 348.7309 Ops/s | |
test_sac_speed | 10.4806ms | 8.8815ms | 112.5936 Ops/s | 116.8119 Ops/s | |
test_redq_speed | 15.2897ms | 13.5105ms | 74.0165 Ops/s | 75.4295 Ops/s | |
test_redq_deprec_speed | 14.9301ms | 13.9691ms | 71.5867 Ops/s | 72.5610 Ops/s | |
test_td3_speed | 9.3449ms | 8.6524ms | 115.5752 Ops/s | 117.9927 Ops/s | |
test_cql_speed | 39.8051ms | 37.2384ms | 26.8540 Ops/s | 26.6066 Ops/s | |
test_a2c_speed | 8.3730ms | 7.6981ms | 129.9025 Ops/s | 130.5768 Ops/s | |
test_ppo_speed | 8.8904ms | 7.8889ms | 126.7607 Ops/s | 125.1786 Ops/s | |
test_reinforce_speed | 7.7077ms | 6.7791ms | 147.5114 Ops/s | 146.2095 Ops/s | |
test_iql_speed | 34.6455ms | 33.1580ms | 30.1586 Ops/s | 30.0590 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 3.4138ms | 2.2539ms | 443.6803 Ops/s | 422.1214 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.8436ms | 0.5126ms | 1.9507 KOps/s | 1.9323 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 3.4084ms | 0.4809ms | 2.0794 KOps/s | 2.0304 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 3.4255ms | 2.2798ms | 438.6363 Ops/s | 435.3859 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.9227ms | 0.4987ms | 2.0053 KOps/s | 2.0139 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.7603ms | 0.4798ms | 2.0842 KOps/s | 2.1018 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 2.0319ms | 1.2703ms | 787.2148 Ops/s | 812.2137 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.6993ms | 1.1983ms | 834.5494 Ops/s | 857.7788 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.3782ms | 2.3718ms | 421.6169 Ops/s | 429.4993 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.9094ms | 0.6199ms | 1.6131 KOps/s | 1.6231 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 3.7393ms | 0.6001ms | 1.6665 KOps/s | 1.6422 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.4413ms | 2.1915ms | 456.3132 Ops/s | 454.3817 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.8126ms | 0.5073ms | 1.9714 KOps/s | 2.0055 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 3.7611ms | 0.4819ms | 2.0750 KOps/s | 2.1083 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 3.3461ms | 2.2340ms | 447.6273 Ops/s | 444.9103 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.0356ms | 0.4939ms | 2.0246 KOps/s | 2.0352 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.9373ms | 0.4850ms | 2.0618 KOps/s | 2.0986 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.6599ms | 2.4453ms | 408.9537 Ops/s | 426.8378 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.7773ms | 0.6203ms | 1.6121 KOps/s | 1.6314 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 3.6981ms | 0.6046ms | 1.6540 KOps/s | 1.6774 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.1049s | 7.7134ms | 129.6438 Ops/s | 125.8317 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 18.6565ms | 12.7055ms | 78.7059 Ops/s | 82.7243 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 1.5494ms | 1.0626ms | 941.0703 Ops/s | 927.0434 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.1056s | 5.7201ms | 174.8210 Ops/s | 171.0899 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 0.1168s | 14.5023ms | 68.9547 Ops/s | 82.7573 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 1.7555ms | 1.0849ms | 921.7024 Ops/s | 927.5442 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.1029s | 6.0929ms | 164.1249 Ops/s | 166.2105 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 15.6156ms | 12.7242ms | 78.5903 Ops/s | 81.0906 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 2.1655ms | 1.3927ms | 718.0291 Ops/s | 694.6297 Ops/s |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 0.1011s | 0.1009s | 9.9084 Ops/s | 10.1079 Ops/s | |
test_sync | 86.7239ms | 86.4051ms | 11.5734 Ops/s | 11.3111 Ops/s | |
test_async | 0.1619s | 70.5348ms | 14.1774 Ops/s | 11.9449 Ops/s | |
test_single_pixels | 0.1115s | 0.1115s | 8.9712 Ops/s | 9.1499 Ops/s | |
test_sync_pixels | 0.1241s | 69.5065ms | 14.3872 Ops/s | 14.1622 Ops/s | |
test_async_pixels | 0.1204s | 61.5505ms | 16.2468 Ops/s | 16.1086 Ops/s | |
test_simple | 0.6862s | 0.6833s | 1.4634 Ops/s | 1.4782 Ops/s | |
test_transformed | 0.9163s | 0.9133s | 1.0949 Ops/s | 1.1230 Ops/s | |
test_serial | 2.1623s | 2.1041s | 0.4753 Ops/s | 0.4869 Ops/s | |
test_parallel | 1.8334s | 1.7639s | 0.5669 Ops/s | 0.5733 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 82.7010μs | 34.3301μs | 29.1289 KOps/s | 29.5525 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 46.4710μs | 20.5328μs | 48.7026 KOps/s | 50.2929 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 36.0900μs | 19.3713μs | 51.6228 KOps/s | 53.2501 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 31.7910μs | 11.5800μs | 86.3555 KOps/s | 87.5229 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 62.1610μs | 35.3863μs | 28.2595 KOps/s | 28.0678 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 78.6310μs | 21.9716μs | 45.5132 KOps/s | 46.0352 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 60.5410μs | 21.0296μs | 47.5521 KOps/s | 48.7525 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 32.1210μs | 13.5409μs | 73.8505 KOps/s | 75.4360 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 58.5400μs | 37.1993μs | 26.8822 KOps/s | 27.1476 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 46.2310μs | 23.9338μs | 41.7820 KOps/s | 42.2722 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 42.3910μs | 20.7963μs | 48.0855 KOps/s | 48.4676 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 33.9210μs | 13.3426μs | 74.9477 KOps/s | 75.1570 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 67.6610μs | 39.0959μs | 25.5781 KOps/s | 25.9804 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 49.0600μs | 26.2766μs | 38.0566 KOps/s | 39.4055 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 43.3310μs | 22.6598μs | 44.1311 KOps/s | 44.7147 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 34.8710μs | 15.1418μs | 66.0426 KOps/s | 66.3346 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 59.3810μs | 37.4560μs | 26.6980 KOps/s | 26.7557 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 49.1910μs | 24.1243μs | 41.4520 KOps/s | 42.4983 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 44.5910μs | 24.9669μs | 40.0530 KOps/s | 41.1169 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 37.9810μs | 15.3872μs | 64.9892 KOps/s | 65.3692 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 64.4710μs | 39.8764μs | 25.0775 KOps/s | 25.3600 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 59.8700μs | 26.3544μs | 37.9443 KOps/s | 38.6989 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 48.8500μs | 26.9788μs | 37.0661 KOps/s | 37.4837 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 77.0510μs | 16.9418μs | 59.0256 KOps/s | 59.0020 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 67.6810μs | 41.3254μs | 24.1982 KOps/s | 24.3655 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 51.1800μs | 28.1766μs | 35.4905 KOps/s | 36.1378 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 49.9210μs | 26.8287μs | 37.2735 KOps/s | 37.5242 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 34.9800μs | 17.2256μs | 58.0531 KOps/s | 59.1530 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 66.0000μs | 42.3637μs | 23.6051 KOps/s | 23.7096 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 57.6010μs | 29.6941μs | 33.6767 KOps/s | 33.9727 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 54.4910μs | 28.8082μs | 34.7123 KOps/s | 35.8035 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 41.5000μs | 19.1721μs | 52.1592 KOps/s | 53.1251 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 25.9006ms | 24.2858ms | 41.1763 Ops/s | 43.1137 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 81.1941ms | 3.1855ms | 313.9181 Ops/s | 299.4686 Ops/s | |
test_values[td0_return_estimate-False-False] | 87.6510μs | 62.7176μs | 15.9445 KOps/s | 16.3793 KOps/s | |
test_values[td1_return_estimate-False-False] | 55.1202ms | 53.6174ms | 18.6507 Ops/s | 20.1303 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 2.0295ms | 1.7547ms | 569.8895 Ops/s | 574.6899 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 87.4779ms | 84.4522ms | 11.8410 Ops/s | 12.6111 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 2.1129ms | 1.7539ms | 570.1573 Ops/s | 574.8611 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 24.7643ms | 24.3007ms | 41.1511 Ops/s | 44.7231 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 0.8760ms | 0.7182ms | 1.3924 KOps/s | 1.4747 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.6949ms | 0.6421ms | 1.5575 KOps/s | 1.5870 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 1.4694ms | 1.4446ms | 692.2459 Ops/s | 697.0298 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 0.9337ms | 0.6636ms | 1.5069 KOps/s | 1.5353 KOps/s | |
test_dqn_speed | 1.5532ms | 1.4222ms | 703.1391 Ops/s | 704.6178 Ops/s | |
test_ddpg_speed | 3.0923ms | 2.9267ms | 341.6780 Ops/s | 349.7712 Ops/s | |
test_sac_speed | 8.7474ms | 8.3467ms | 119.8082 Ops/s | 120.1806 Ops/s | |
test_redq_speed | 10.9525ms | 10.0982ms | 99.0272 Ops/s | 99.0760 Ops/s | |
test_redq_deprec_speed | 11.8698ms | 11.3940ms | 87.7657 Ops/s | 91.0537 Ops/s | |
test_td3_speed | 17.4218ms | 8.3776ms | 119.3661 Ops/s | 123.1592 Ops/s | |
test_cql_speed | 27.3163ms | 25.8154ms | 38.7366 Ops/s | 39.2525 Ops/s | |
test_a2c_speed | 6.5203ms | 5.6775ms | 176.1335 Ops/s | 181.7654 Ops/s | |
test_ppo_speed | 6.1967ms | 5.9727ms | 167.4298 Ops/s | 172.0228 Ops/s | |
test_reinforce_speed | 4.8091ms | 4.6455ms | 215.2601 Ops/s | 222.1123 Ops/s | |
test_iql_speed | 20.6401ms | 19.7834ms | 50.5474 Ops/s | 51.4077 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.8930ms | 2.7954ms | 357.7324 Ops/s | 359.7910 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.1018s | 0.6058ms | 1.6508 KOps/s | 1.8821 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6928ms | 0.5124ms | 1.9517 KOps/s | 1.9567 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.9844ms | 2.8267ms | 353.7643 Ops/s | 358.3356 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.6666ms | 0.5251ms | 1.9045 KOps/s | 1.9099 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 4.1257ms | 0.5086ms | 1.9661 KOps/s | 1.9897 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.4881ms | 1.4019ms | 713.2942 Ops/s | 602.7638 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.5329ms | 1.3357ms | 748.6871 Ops/s | 730.2836 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.0502ms | 2.9285ms | 341.4701 Ops/s | 342.1307 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.2870ms | 0.6513ms | 1.5354 KOps/s | 1.5292 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.7708ms | 0.6328ms | 1.5803 KOps/s | 1.5742 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.8569ms | 2.7798ms | 359.7366 Ops/s | 364.0597 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.6485ms | 0.5338ms | 1.8734 KOps/s | 1.8845 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6512ms | 0.5138ms | 1.9465 KOps/s | 1.9371 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.9836ms | 2.8305ms | 353.2930 Ops/s | 355.8862 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.6201ms | 0.5264ms | 1.8996 KOps/s | 1.9139 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.7062ms | 0.5055ms | 1.9783 KOps/s | 1.9817 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.0581ms | 2.9628ms | 337.5235 Ops/s | 345.1453 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.5519ms | 0.6612ms | 1.5123 KOps/s | 1.5387 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.7624ms | 0.6334ms | 1.5787 KOps/s | 1.5787 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.1286s | 9.6349ms | 103.7894 Ops/s | 133.5901 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 21.0828ms | 14.8930ms | 67.1455 Ops/s | 68.6509 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 7.2748ms | 1.3248ms | 754.8550 Ops/s | 908.2252 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.1153s | 7.0888ms | 141.0675 Ops/s | 141.7761 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 17.3244ms | 14.8989ms | 67.1193 Ops/s | 68.4338 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 6.8276ms | 1.3137ms | 761.1910 Ops/s | 901.4381 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.1182s | 7.5053ms | 133.2390 Ops/s | 101.8566 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 17.4216ms | 14.9656ms | 66.8198 Ops/s | 67.0549 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 2.7021ms | 1.5070ms | 663.5580 Ops/s | 701.3678 Ops/s |
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