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[BugFix] state typo in RNG control module #1878
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/1878
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (19 Unrelated Failures)As of commit d8d1cac with merge base eec9f9e (): FLAKY - The following jobs failed but were likely due to flakiness present on trunk:
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|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 0.1271s | 65.1417ms | 15.3512 Ops/s | 15.8606 Ops/s | |
test_sync | 34.7805ms | 32.9509ms | 30.3482 Ops/s | 28.8927 Ops/s | |
test_async | 64.6300ms | 32.8860ms | 30.4081 Ops/s | 29.9492 Ops/s | |
test_simple | 0.4915s | 0.4299s | 2.3261 Ops/s | 2.2720 Ops/s | |
test_transformed | 0.6430s | 0.5877s | 1.7014 Ops/s | 1.6254 Ops/s | |
test_serial | 1.4199s | 1.3970s | 0.7158 Ops/s | 0.6819 Ops/s | |
test_parallel | 1.4005s | 1.3534s | 0.7389 Ops/s | 0.6905 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.1497ms | 21.2669μs | 47.0214 KOps/s | 46.0432 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 36.7490μs | 12.9030μs | 77.5013 KOps/s | 77.2447 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 50.4350μs | 12.3273μs | 81.1206 KOps/s | 79.5717 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 24.2960μs | 7.4550μs | 134.1390 KOps/s | 132.5305 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 0.1618ms | 22.4008μs | 44.6413 KOps/s | 43.3491 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 0.3086ms | 14.7038μs | 68.0095 KOps/s | 69.5389 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 32.7910μs | 13.5637μs | 73.7261 KOps/s | 72.0586 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 34.9860μs | 8.7310μs | 114.5343 KOps/s | 113.2440 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 61.3250μs | 23.7714μs | 42.0673 KOps/s | 40.8394 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 56.4460μs | 15.4318μs | 64.8013 KOps/s | 63.3204 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 35.0960μs | 13.6588μs | 73.2128 KOps/s | 71.7630 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 33.3620μs | 8.7883μs | 113.7879 KOps/s | 113.1321 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 63.4190μs | 24.7495μs | 40.4048 KOps/s | 38.9382 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 40.8860μs | 16.6105μs | 60.2028 KOps/s | 59.4017 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 57.2770μs | 14.8059μs | 67.5406 KOps/s | 66.1375 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 48.0800μs | 9.8307μs | 101.7226 KOps/s | 99.3754 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 57.9880μs | 23.9102μs | 41.8232 KOps/s | 41.1904 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 55.4240μs | 15.4762μs | 64.6152 KOps/s | 62.8392 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 46.2670μs | 15.7551μs | 63.4716 KOps/s | 61.9960 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 44.2620μs | 9.9307μs | 100.6974 KOps/s | 98.7955 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 76.2430μs | 24.9610μs | 40.0625 KOps/s | 39.8585 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 64.2000μs | 16.6599μs | 60.0243 KOps/s | 59.5733 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 61.5240μs | 17.1008μs | 58.4767 KOps/s | 58.5998 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 31.8990μs | 11.2127μs | 89.1850 KOps/s | 89.1835 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 65.4330μs | 26.2572μs | 38.0848 KOps/s | 37.3151 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 55.9040μs | 17.8783μs | 55.9339 KOps/s | 54.3700 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 70.2210μs | 16.9269μs | 59.0775 KOps/s | 58.2271 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 54.2720μs | 11.1996μs | 89.2887 KOps/s | 87.2115 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 0.1038ms | 27.1991μs | 36.7659 KOps/s | 35.9624 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 61.5350μs | 18.8408μs | 53.0764 KOps/s | 52.2418 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 59.7120μs | 17.8101μs | 56.1480 KOps/s | 55.0540 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 37.8410μs | 12.1440μs | 82.3454 KOps/s | 80.5913 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 9.4447ms | 9.1933ms | 108.7748 Ops/s | 101.1917 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 36.5517ms | 34.0667ms | 29.3542 Ops/s | 27.7318 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2251ms | 0.1632ms | 6.1266 KOps/s | 5.0110 KOps/s | |
test_values[td1_return_estimate-False-False] | 25.3202ms | 22.7313ms | 43.9921 Ops/s | 41.8400 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 35.6787ms | 33.8839ms | 29.5126 Ops/s | 27.7458 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 35.9423ms | 32.9776ms | 30.3236 Ops/s | 28.9520 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 39.7227ms | 33.9074ms | 29.4921 Ops/s | 27.8439 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 9.3640ms | 7.9991ms | 125.0135 Ops/s | 122.8721 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 2.3474ms | 1.8672ms | 535.5471 Ops/s | 511.3288 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.4062ms | 0.3375ms | 2.9628 KOps/s | 2.8391 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 45.2248ms | 43.6233ms | 22.9235 Ops/s | 21.7533 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 3.6139ms | 2.9981ms | 333.5463 Ops/s | 325.3311 Ops/s | |
test_dqn_speed | 79.3273ms | 6.3523ms | 157.4225 Ops/s | 159.0927 Ops/s | |
test_ddpg_speed | 12.6497ms | 11.6195ms | 86.0620 Ops/s | 79.0365 Ops/s | |
test_sac_speed | 25.0459ms | 24.0565ms | 41.5688 Ops/s | 34.2060 Ops/s | |
test_redq_speed | 15.6200ms | 14.3030ms | 69.9152 Ops/s | 67.2850 Ops/s | |
test_redq_deprec_speed | 24.2602ms | 21.7863ms | 45.9004 Ops/s | 41.2037 Ops/s | |
test_td3_speed | 27.3914ms | 16.5680ms | 60.3573 Ops/s | 57.5128 Ops/s | |
test_cql_speed | 78.0315ms | 74.6589ms | 13.3943 Ops/s | 13.5523 Ops/s | |
test_a2c_speed | 23.5552ms | 22.2606ms | 44.9224 Ops/s | 41.6061 Ops/s | |
test_ppo_speed | 23.5954ms | 22.1280ms | 45.1915 Ops/s | 43.3244 Ops/s | |
test_reinforce_speed | 23.4818ms | 21.3216ms | 46.9008 Ops/s | 47.1615 Ops/s | |
test_iql_speed | 56.9119ms | 55.6978ms | 17.9540 Ops/s | 18.0560 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.9765ms | 2.6606ms | 375.8601 Ops/s | 390.5722 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.7432ms | 0.4978ms | 2.0090 KOps/s | 2.0190 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.8173ms | 0.4696ms | 2.1297 KOps/s | 2.1325 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.9918ms | 2.6961ms | 370.9034 Ops/s | 387.3805 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.7629ms | 0.5147ms | 1.9428 KOps/s | 2.0476 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.7674ms | 0.4676ms | 2.1388 KOps/s | 2.1281 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.7374ms | 2.4580ms | 406.8342 Ops/s | 426.7509 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.7210ms | 0.6025ms | 1.6597 KOps/s | 1.6408 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.8686ms | 0.5856ms | 1.7076 KOps/s | 1.6823 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 4.1665ms | 2.7006ms | 370.2864 Ops/s | 361.4443 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.1843s | 0.6973ms | 1.4341 KOps/s | 2.0054 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 1.1686ms | 0.4765ms | 2.0985 KOps/s | 2.1343 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 4.1855ms | 2.6774ms | 373.5014 Ops/s | 379.8615 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.7800ms | 0.4945ms | 2.0221 KOps/s | 2.0349 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.5829ms | 0.4676ms | 2.1387 KOps/s | 2.1493 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 2.7683ms | 2.4941ms | 400.9470 Ops/s | 409.7515 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.9630ms | 0.6153ms | 1.6253 KOps/s | 1.6308 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6951ms | 0.5786ms | 1.7283 KOps/s | 1.6253 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.2196s | 12.3384ms | 81.0480 Ops/s | 113.3190 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 15.6471ms | 13.2792ms | 75.3060 Ops/s | 75.1722 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 4.4403ms | 2.5195ms | 396.9039 Ops/s | 372.0374 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.2202s | 8.4415ms | 118.4621 Ops/s | 106.6123 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 16.0533ms | 13.3720ms | 74.7830 Ops/s | 74.7704 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 5.1500ms | 2.5387ms | 393.9060 Ops/s | 394.4621 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.2196s | 8.6382ms | 115.7646 Ops/s | 118.0691 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 15.4489ms | 13.3575ms | 74.8643 Ops/s | 57.2189 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 3.6295ms | 2.6568ms | 376.3953 Ops/s | 363.6553 Ops/s |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 0.1217s | 0.1203s | 8.3119 Ops/s | 8.3053 Ops/s | |
test_sync | 98.0617ms | 96.9008ms | 10.3198 Ops/s | 10.3643 Ops/s | |
test_async | 0.2541s | 91.4671ms | 10.9329 Ops/s | 10.8558 Ops/s | |
test_single_pixels | 0.1421s | 0.1406s | 7.1102 Ops/s | 7.0969 Ops/s | |
test_sync_pixels | 84.1155ms | 83.1366ms | 12.0284 Ops/s | 12.0438 Ops/s | |
test_async_pixels | 0.2072s | 77.3497ms | 12.9283 Ops/s | 13.2719 Ops/s | |
test_simple | 0.9526s | 0.8793s | 1.1372 Ops/s | 1.1550 Ops/s | |
test_transformed | 1.1833s | 1.1191s | 0.8936 Ops/s | 0.8854 Ops/s | |
test_serial | 2.5744s | 2.5091s | 0.3986 Ops/s | 0.3954 Ops/s | |
test_parallel | 2.1985s | 2.1295s | 0.4696 Ops/s | 0.4627 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 60.4110μs | 33.4989μs | 29.8517 KOps/s | 29.6816 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 44.9300μs | 19.5368μs | 51.1854 KOps/s | 50.7647 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 37.6200μs | 18.2557μs | 54.7774 KOps/s | 53.4343 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 28.8210μs | 11.0956μs | 90.1262 KOps/s | 88.5363 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 61.2720μs | 35.1241μs | 28.4705 KOps/s | 28.5102 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 50.4600μs | 21.3329μs | 46.8759 KOps/s | 45.9613 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 56.0010μs | 20.1911μs | 49.5269 KOps/s | 48.4614 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 33.5710μs | 13.0327μs | 76.7301 KOps/s | 76.0389 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 92.3810μs | 37.0436μs | 26.9952 KOps/s | 27.2001 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 39.8700μs | 23.5468μs | 42.4685 KOps/s | 42.5316 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 45.4400μs | 20.1275μs | 49.6834 KOps/s | 49.0902 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 30.4200μs | 12.9087μs | 77.4671 KOps/s | 75.1530 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 62.4500μs | 38.0261μs | 26.2978 KOps/s | 25.9531 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 76.0210μs | 25.0837μs | 39.8665 KOps/s | 39.3265 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 53.4110μs | 22.0437μs | 45.3645 KOps/s | 44.3449 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 44.2410μs | 14.8743μs | 67.2301 KOps/s | 66.5139 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 62.9710μs | 37.0556μs | 26.9865 KOps/s | 27.3140 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 63.4900μs | 23.2307μs | 43.0465 KOps/s | 42.3781 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 52.0700μs | 24.3208μs | 41.1171 KOps/s | 40.0533 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 50.7610μs | 14.7427μs | 67.8302 KOps/s | 67.0534 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 73.8710μs | 38.9062μs | 25.7028 KOps/s | 25.9286 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 0.2077ms | 25.2265μs | 39.6409 KOps/s | 39.2562 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 47.4810μs | 26.5985μs | 37.5961 KOps/s | 37.5268 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 33.3400μs | 16.9395μs | 59.0336 KOps/s | 59.6843 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 57.7010μs | 40.0908μs | 24.9434 KOps/s | 24.9871 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 88.7110μs | 27.2215μs | 36.7356 KOps/s | 36.4828 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 53.5910μs | 26.1353μs | 38.2624 KOps/s | 37.7775 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 32.8310μs | 16.7582μs | 59.6722 KOps/s | 59.6990 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 62.5710μs | 42.3405μs | 23.6180 KOps/s | 23.9523 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 45.2900μs | 29.0725μs | 34.3968 KOps/s | 34.5389 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 49.3510μs | 27.9341μs | 35.7985 KOps/s | 35.6479 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 37.4300μs | 18.3999μs | 54.3480 KOps/s | 54.5447 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 26.4058ms | 25.7456ms | 38.8415 Ops/s | 38.6616 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 83.3458ms | 3.2457ms | 308.0969 Ops/s | 296.4649 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2053ms | 67.2033μs | 14.8802 KOps/s | 15.1459 KOps/s | |
test_values[td1_return_estimate-False-False] | 59.1660ms | 57.8825ms | 17.2764 Ops/s | 17.4976 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 2.0542ms | 1.7903ms | 558.5521 Ops/s | 560.0580 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 93.9536ms | 89.4910ms | 11.1743 Ops/s | 11.3183 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 4.1912ms | 1.8515ms | 540.0907 Ops/s | 548.4790 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 26.3703ms | 25.9088ms | 38.5970 Ops/s | 39.5288 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 0.9021ms | 0.7287ms | 1.3723 KOps/s | 1.3902 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.8543ms | 0.7046ms | 1.4192 KOps/s | 1.4867 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 1.6518ms | 1.4907ms | 670.8333 Ops/s | 680.6342 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 0.9920ms | 0.7214ms | 1.3863 KOps/s | 1.4467 KOps/s | |
test_dqn_speed | 16.5726ms | 7.6382ms | 130.9202 Ops/s | 129.3726 Ops/s | |
test_ddpg_speed | 15.5726ms | 14.5369ms | 68.7906 Ops/s | 68.0036 Ops/s | |
test_sac_speed | 29.7476ms | 29.1671ms | 34.2852 Ops/s | 30.9741 Ops/s | |
test_redq_speed | 15.0287ms | 11.7664ms | 84.9879 Ops/s | 85.2733 Ops/s | |
test_redq_deprec_speed | 24.1703ms | 23.2395ms | 43.0302 Ops/s | 43.2230 Ops/s | |
test_td3_speed | 31.4810ms | 19.4684ms | 51.3654 Ops/s | 50.1439 Ops/s | |
test_cql_speed | 77.7232ms | 76.1757ms | 13.1275 Ops/s | 12.9196 Ops/s | |
test_a2c_speed | 26.8985ms | 25.3286ms | 39.4811 Ops/s | 38.8157 Ops/s | |
test_ppo_speed | 26.2786ms | 25.5576ms | 39.1273 Ops/s | 38.6905 Ops/s | |
test_reinforce_speed | 25.4120ms | 24.3053ms | 41.1434 Ops/s | 40.3431 Ops/s | |
test_iql_speed | 51.9088ms | 50.8122ms | 19.6803 Ops/s | 19.4027 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 3.8398ms | 3.6630ms | 273.0024 Ops/s | 276.1997 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.7420ms | 0.5634ms | 1.7750 KOps/s | 1.7893 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.7416ms | 0.5314ms | 1.8817 KOps/s | 1.8891 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 3.9127ms | 3.6484ms | 274.0895 Ops/s | 276.7693 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.7620ms | 0.5589ms | 1.7893 KOps/s | 1.7934 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.7119ms | 0.5284ms | 1.8924 KOps/s | 1.8951 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.4975ms | 3.3203ms | 301.1739 Ops/s | 300.6080 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.8792ms | 0.6890ms | 1.4513 KOps/s | 1.4464 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.8318ms | 0.6585ms | 1.5187 KOps/s | 1.5120 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 3.8154ms | 3.6017ms | 277.6479 Ops/s | 274.0332 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.7232ms | 0.5595ms | 1.7873 KOps/s | 1.7868 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.7179ms | 0.5318ms | 1.8803 KOps/s | 1.8847 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 3.9901ms | 3.6923ms | 270.8322 Ops/s | 273.9414 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.7402ms | 0.5585ms | 1.7905 KOps/s | 1.7930 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6881ms | 0.5308ms | 1.8840 KOps/s | 1.8916 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.5229ms | 3.3261ms | 300.6539 Ops/s | 299.0621 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.8751ms | 0.6907ms | 1.4477 KOps/s | 1.4479 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.8227ms | 0.6605ms | 1.5140 KOps/s | 1.5080 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.2114s | 13.6216ms | 73.4128 Ops/s | 72.9005 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 19.0401ms | 16.7787ms | 59.5992 Ops/s | 60.0522 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 8.3012ms | 3.1396ms | 318.5139 Ops/s | 325.9685 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.2068s | 9.6231ms | 103.9162 Ops/s | 104.3014 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 18.9309ms | 16.6936ms | 59.9032 Ops/s | 59.7647 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 5.7848ms | 3.0586ms | 326.9446 Ops/s | 325.5392 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.2051s | 9.7741ms | 102.3113 Ops/s | 102.8934 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 18.9780ms | 16.8625ms | 59.3032 Ops/s | 59.8580 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 6.9237ms | 3.2977ms | 303.2431 Ops/s | 302.0077 Ops/s |
vmoens
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