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[Doc] Fix discord link #1701
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[Doc] Fix discord link #1701
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/1701
Note: Links to docs will display an error until the docs builds have been completed. ❌ 1 New Failure, 5 Unrelated FailuresAs of commit 0a7cf8b with merge base 0a38cbc (): FLAKY - The following jobs failed but were likely due to flakiness present on trunk:
BROKEN TRUNK - The following jobs failed but were present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
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|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 58.1257ms | 57.5532ms | 17.3752 Ops/s | 16.2970 Ops/s | |
test_sync | 41.1699ms | 31.7939ms | 31.4525 Ops/s | 31.3864 Ops/s | |
test_async | 63.7659ms | 30.0930ms | 33.2303 Ops/s | 33.5199 Ops/s | |
test_simple | 0.4553s | 0.4127s | 2.4232 Ops/s | 2.4154 Ops/s | |
test_transformed | 0.6026s | 0.5674s | 1.7625 Ops/s | 1.7462 Ops/s | |
test_serial | 1.2171s | 1.1727s | 0.8527 Ops/s | 0.8205 Ops/s | |
test_parallel | 1.1251s | 1.0770s | 0.9285 Ops/s | 0.9163 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.2348ms | 20.2034μs | 49.4967 KOps/s | 50.4649 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 55.9810μs | 12.3760μs | 80.8015 KOps/s | 83.1460 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 39.9940μs | 12.5166μs | 79.8940 KOps/s | 81.9157 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 58.2780μs | 7.4987μs | 133.3569 KOps/s | 135.8810 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 54.5620μs | 21.2141μs | 47.1384 KOps/s | 47.6087 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 66.9250μs | 13.4337μs | 74.4398 KOps/s | 74.7823 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 35.8960μs | 13.7383μs | 72.7891 KOps/s | 73.5186 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 41.5470μs | 8.5137μs | 117.4579 KOps/s | 116.5755 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 46.9470μs | 22.4439μs | 44.5555 KOps/s | 45.0812 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 37.7700μs | 14.4812μs | 69.0549 KOps/s | 69.6677 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 1.6483ms | 13.8432μs | 72.2376 KOps/s | 75.0684 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 35.0540μs | 8.5627μs | 116.7853 KOps/s | 118.2598 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 70.9420μs | 23.4058μs | 42.7244 KOps/s | 43.1947 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 53.5590μs | 15.3964μs | 64.9501 KOps/s | 64.9703 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 66.5130μs | 14.7556μs | 67.7711 KOps/s | 68.4562 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 32.0590μs | 9.6069μs | 104.0918 KOps/s | 103.0738 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 74.4080μs | 22.3104μs | 44.8222 KOps/s | 45.5497 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 45.2240μs | 14.3560μs | 69.6574 KOps/s | 69.3295 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 65.2320μs | 15.4512μs | 64.7199 KOps/s | 65.8007 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 39.2330μs | 9.6698μs | 103.4146 KOps/s | 104.2054 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 67.6860μs | 23.4430μs | 42.6567 KOps/s | 43.2340 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 48.2400μs | 15.2784μs | 65.4520 KOps/s | 65.0773 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 70.9420μs | 16.4430μs | 60.8160 KOps/s | 60.8130 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 36.8390μs | 10.5603μs | 94.6946 KOps/s | 94.2318 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 61.0340μs | 24.5573μs | 40.7210 KOps/s | 41.1316 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 45.5750μs | 16.4887μs | 60.6476 KOps/s | 60.8502 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 62.0350μs | 16.5635μs | 60.3736 KOps/s | 61.4074 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 37.0690μs | 10.6105μs | 94.2467 KOps/s | 94.6168 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 0.1001ms | 25.6648μs | 38.9639 KOps/s | 39.6846 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 49.6720μs | 17.4918μs | 57.1696 KOps/s | 58.2789 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 45.8550μs | 17.3645μs | 57.5888 KOps/s | 58.2673 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 64.7800μs | 11.5857μs | 86.3129 KOps/s | 86.4220 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 20.5194ms | 11.8362ms | 84.4868 Ops/s | 72.3681 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 36.5300ms | 26.3609ms | 37.9350 Ops/s | 37.1493 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2638ms | 0.1802ms | 5.5492 KOps/s | 5.6495 KOps/s | |
test_values[td1_return_estimate-False-False] | 26.5615ms | 24.7985ms | 40.3250 Ops/s | 39.7140 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 28.9270ms | 26.2234ms | 38.1338 Ops/s | 37.2351 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 38.5870ms | 34.7842ms | 28.7487 Ops/s | 28.2763 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 36.4147ms | 26.7838ms | 37.3360 Ops/s | 37.4935 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 11.0194ms | 7.7688ms | 128.7205 Ops/s | 128.4859 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 3.3394ms | 1.9554ms | 511.3994 Ops/s | 477.3964 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 11.2985ms | 0.4441ms | 2.2519 KOps/s | 2.3235 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 50.8964ms | 41.3294ms | 24.1958 Ops/s | 24.4907 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 13.1094ms | 2.5272ms | 395.6898 Ops/s | 394.5746 Ops/s | |
test_dqn_speed | 15.4900ms | 1.5630ms | 639.7965 Ops/s | 592.5352 Ops/s | |
test_ddpg_speed | 14.3296ms | 2.8503ms | 350.8361 Ops/s | 351.4848 Ops/s | |
test_sac_speed | 19.9021ms | 8.1989ms | 121.9680 Ops/s | 121.4462 Ops/s | |
test_redq_speed | 26.5428ms | 15.2682ms | 65.4957 Ops/s | 66.0769 Ops/s | |
test_redq_deprec_speed | 25.2272ms | 13.5641ms | 73.7243 Ops/s | 73.2109 Ops/s | |
test_td3_speed | 9.3875ms | 8.3101ms | 120.3352 Ops/s | 119.8995 Ops/s | |
test_cql_speed | 46.1197ms | 35.2116ms | 28.3997 Ops/s | 28.2173 Ops/s | |
test_a2c_speed | 22.3019ms | 7.9174ms | 126.3043 Ops/s | 128.0884 Ops/s | |
test_ppo_speed | 20.0624ms | 8.1650ms | 122.4739 Ops/s | 125.1662 Ops/s | |
test_reinforce_speed | 18.1370ms | 6.8444ms | 146.1057 Ops/s | 144.4356 Ops/s | |
test_iql_speed | 42.9733ms | 31.7479ms | 31.4982 Ops/s | 31.4146 Ops/s | |
test_sample_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.2914ms | 1.5855ms | 630.7212 Ops/s | 633.5371 Ops/s | |
test_sample_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 2.4667ms | 1.7007ms | 587.9942 Ops/s | 595.8605 Ops/s | |
test_sample_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 2.8891ms | 1.6808ms | 594.9648 Ops/s | 590.6037 Ops/s | |
test_sample_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 0.1968s | 1.8760ms | 533.0458 Ops/s | 626.6270 Ops/s | |
test_sample_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 2.6182ms | 1.6628ms | 601.4102 Ops/s | 582.0629 Ops/s | |
test_sample_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 2.3863ms | 1.6791ms | 595.5499 Ops/s | 605.7942 Ops/s | |
test_sample_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 2.0739ms | 1.5851ms | 630.8645 Ops/s | 632.5641 Ops/s | |
test_sample_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.2545ms | 1.6867ms | 592.8815 Ops/s | 588.9880 Ops/s | |
test_sample_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 2.6617ms | 1.6900ms | 591.7130 Ops/s | 594.5277 Ops/s | |
test_iterate_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.3181ms | 1.5725ms | 635.9192 Ops/s | 639.8259 Ops/s | |
test_iterate_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 2.4600ms | 1.6822ms | 594.4423 Ops/s | 517.2864 Ops/s | |
test_iterate_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 2.9394ms | 1.6957ms | 589.7112 Ops/s | 594.4053 Ops/s | |
test_iterate_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.2947ms | 1.6065ms | 622.4578 Ops/s | 630.4541 Ops/s | |
test_iterate_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 2.5963ms | 1.6873ms | 592.6741 Ops/s | 583.1959 Ops/s | |
test_iterate_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.1194s | 1.9794ms | 505.1998 Ops/s | 588.2957 Ops/s | |
test_iterate_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 1.9927ms | 1.5583ms | 641.7386 Ops/s | 632.9747 Ops/s | |
test_iterate_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.2344ms | 1.6918ms | 591.0703 Ops/s | 588.7289 Ops/s | |
test_iterate_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 2.4473ms | 1.6960ms | 589.6156 Ops/s | 591.0782 Ops/s | |
test_populate_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.1845s | 20.5944ms | 48.5570 Ops/s | 47.9647 Ops/s | |
test_populate_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 0.1038s | 16.8623ms | 59.3038 Ops/s | 57.4271 Ops/s | |
test_populate_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 0.1129s | 19.1010ms | 52.3533 Ops/s | 51.5418 Ops/s | |
test_populate_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.1033s | 16.9553ms | 58.9786 Ops/s | 58.0510 Ops/s | |
test_populate_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 0.1051s | 18.5589ms | 53.8826 Ops/s | 52.0622 Ops/s | |
test_populate_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 0.1016s | 16.8171ms | 59.4632 Ops/s | 51.4390 Ops/s | |
test_populate_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.1024s | 18.6588ms | 53.5941 Ops/s | 57.5238 Ops/s | |
test_populate_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 0.1030s | 16.9414ms | 59.0269 Ops/s | 50.6350 Ops/s | |
test_populate_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 0.1039s | 18.7579ms | 53.3108 Ops/s | 57.4035 Ops/s |
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