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[Feature] Add support for Unity MLAgents environments #2161
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2161
Note: Links to docs will display an error until the docs builds have been completed. ❌ 7 New Failures, 4 Unrelated FailuresAs of commit 649b625 with merge base 259f20d (): 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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6 tasks
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 56.2924ms | 55.6063ms | 17.9836 Ops/s | 18.4690 Ops/s | |
test_sync | 40.5090ms | 30.3089ms | 32.9936 Ops/s | 33.4801 Ops/s | |
test_async | 54.8688ms | 27.0534ms | 36.9640 Ops/s | 34.6567 Ops/s | |
test_simple | 0.4142s | 0.3579s | 2.7944 Ops/s | 2.9786 Ops/s | |
test_transformed | 0.5046s | 0.5010s | 1.9960 Ops/s | 2.0817 Ops/s | |
test_serial | 1.3226s | 1.2571s | 0.7955 Ops/s | 0.8216 Ops/s | |
test_parallel | 1.0744s | 1.0237s | 0.9768 Ops/s | 0.9932 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.2066ms | 21.6232μs | 46.2466 KOps/s | 47.6456 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 41.4170μs | 13.0833μs | 76.4334 KOps/s | 77.7200 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 37.4800μs | 12.7310μs | 78.5484 KOps/s | 80.6479 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 34.1540μs | 7.7905μs | 128.3623 KOps/s | 125.2160 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 78.1060μs | 23.0683μs | 43.3496 KOps/s | 45.0295 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 48.5610μs | 14.3988μs | 69.4501 KOps/s | 71.7019 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 43.8420μs | 13.9235μs | 71.8211 KOps/s | 75.3363 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 37.9710μs | 8.9222μs | 112.0794 KOps/s | 114.9219 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 67.5970μs | 24.4062μs | 40.9732 KOps/s | 42.0078 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 0.1314ms | 17.2483μs | 57.9769 KOps/s | 65.1313 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 41.3670μs | 14.0851μs | 70.9972 KOps/s | 74.5090 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 26.4400μs | 8.9779μs | 111.3849 KOps/s | 113.0009 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 74.3890μs | 25.6606μs | 38.9702 KOps/s | 40.1104 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 37.9210μs | 16.9966μs | 58.8355 KOps/s | 60.8927 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 42.5190μs | 15.0420μs | 66.4806 KOps/s | 69.3650 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 47.5790μs | 10.2252μs | 97.7975 KOps/s | 101.9943 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 92.2330μs | 24.2523μs | 41.2331 KOps/s | 42.4192 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 0.1525ms | 15.9954μs | 62.5179 KOps/s | 65.2779 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 64.6710μs | 16.0439μs | 62.3289 KOps/s | 64.0897 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 46.3860μs | 10.2117μs | 97.9272 KOps/s | 101.4962 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 63.4390μs | 26.3773μs | 37.9115 KOps/s | 40.6046 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 68.2570μs | 16.7566μs | 59.6781 KOps/s | 60.5512 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 0.1070ms | 17.5733μs | 56.9046 KOps/s | 59.9052 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 56.7160μs | 11.4053μs | 87.6785 KOps/s | 90.6804 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 0.2147ms | 26.9795μs | 37.0652 KOps/s | 38.5535 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 70.1820μs | 18.1125μs | 55.2105 KOps/s | 56.5802 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 45.8260μs | 17.5301μs | 57.0449 KOps/s | 59.5445 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 54.8530μs | 11.5054μs | 86.9154 KOps/s | 91.3897 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 49.1420μs | 28.4689μs | 35.1261 KOps/s | 36.4225 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 54.2320μs | 19.3182μs | 51.7647 KOps/s | 53.2256 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 44.4740μs | 18.3840μs | 54.3952 KOps/s | 56.1592 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 75.0810μs | 12.4600μs | 80.2570 KOps/s | 82.8572 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 9.5368ms | 9.2172ms | 108.4930 Ops/s | 103.9146 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 37.9630ms | 35.8065ms | 27.9279 Ops/s | 27.7017 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2292ms | 0.1875ms | 5.3347 KOps/s | 5.6478 KOps/s | |
test_values[td1_return_estimate-False-False] | 27.0553ms | 23.6891ms | 42.2135 Ops/s | 41.0537 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 37.0775ms | 35.9105ms | 27.8470 Ops/s | 27.2930 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 36.8226ms | 33.6773ms | 29.6936 Ops/s | 28.7309 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 38.8233ms | 36.4530ms | 27.4326 Ops/s | 27.5270 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 8.3303ms | 8.1951ms | 122.0248 Ops/s | 116.9661 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 2.5253ms | 2.0371ms | 490.8988 Ops/s | 496.9327 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.4295ms | 0.3513ms | 2.8465 KOps/s | 2.8251 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 46.6802ms | 45.8159ms | 21.8265 Ops/s | 20.9650 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 3.7334ms | 3.0327ms | 329.7441 Ops/s | 330.8875 Ops/s | |
test_dqn_speed | 1.6362ms | 1.3964ms | 716.1110 Ops/s | 722.0315 Ops/s | |
test_ddpg_speed | 3.4956ms | 2.9431ms | 339.7791 Ops/s | 348.3684 Ops/s | |
test_sac_speed | 10.7098ms | 8.7486ms | 114.3038 Ops/s | 105.6378 Ops/s | |
test_redq_speed | 17.2647ms | 13.6736ms | 73.1335 Ops/s | 75.1475 Ops/s | |
test_redq_deprec_speed | 16.0460ms | 13.7700ms | 72.6214 Ops/s | 75.7047 Ops/s | |
test_td3_speed | 17.0463ms | 8.6748ms | 115.2765 Ops/s | 116.6007 Ops/s | |
test_cql_speed | 39.3424ms | 37.4007ms | 26.7375 Ops/s | 26.7118 Ops/s | |
test_a2c_speed | 8.9733ms | 7.7098ms | 129.7056 Ops/s | 131.4362 Ops/s | |
test_ppo_speed | 9.6086ms | 8.1099ms | 123.3060 Ops/s | 126.8665 Ops/s | |
test_reinforce_speed | 7.4446ms | 6.9199ms | 144.5104 Ops/s | 147.9602 Ops/s | |
test_iql_speed | 34.5452ms | 33.7677ms | 29.6141 Ops/s | 29.9424 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 3.4785ms | 2.3965ms | 417.2807 Ops/s | 455.9842 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.8738ms | 0.5177ms | 1.9318 KOps/s | 1.9928 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.7904ms | 0.5010ms | 1.9961 KOps/s | 2.0903 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.9617ms | 2.6060ms | 383.7370 Ops/s | 481.8652 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.8724ms | 0.5296ms | 1.8882 KOps/s | 1.9987 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 3.8398ms | 0.5052ms | 1.9796 KOps/s | 2.0932 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.8040ms | 1.2659ms | 789.9663 Ops/s | 803.4086 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 4.5032ms | 1.2037ms | 830.7717 Ops/s | 853.1066 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.6745ms | 2.6118ms | 382.8833 Ops/s | 432.5895 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.2460ms | 0.6384ms | 1.5664 KOps/s | 1.6143 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.9683ms | 0.6030ms | 1.6585 KOps/s | 1.6744 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 3.1966ms | 2.1981ms | 454.9476 Ops/s | 460.0425 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.1386ms | 0.5054ms | 1.9786 KOps/s | 1.9713 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.7720ms | 0.4870ms | 2.0533 KOps/s | 2.0917 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.5514ms | 2.2187ms | 450.7166 Ops/s | 456.4467 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.9143ms | 0.5658ms | 1.7675 KOps/s | 1.7998 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6474ms | 0.4843ms | 2.0649 KOps/s | 2.0821 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 4.4379ms | 2.3684ms | 422.2294 Ops/s | 446.8168 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.1850ms | 0.6412ms | 1.5596 KOps/s | 1.6142 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.9304ms | 0.6196ms | 1.6140 KOps/s | 1.6683 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.1209s | 8.1811ms | 122.2324 Ops/s | 123.3480 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 15.9161ms | 13.0342ms | 76.7212 Ops/s | 78.7100 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 1.7996ms | 1.1232ms | 890.3273 Ops/s | 953.1200 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.1062s | 5.7555ms | 173.7457 Ops/s | 169.9892 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 17.5025ms | 13.4815ms | 74.1756 Ops/s | 66.2835 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 1.8463ms | 1.1421ms | 875.5713 Ops/s | 892.9319 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.1117s | 8.3219ms | 120.1644 Ops/s | 168.1975 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 15.6368ms | 13.3171ms | 75.0914 Ops/s | 76.2039 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 1.9037ms | 1.4165ms | 705.9743 Ops/s | 695.7408 Ops/s |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_single | 0.1142s | 0.1140s | 8.7727 Ops/s | 8.6847 Ops/s | |
test_sync | 0.1010s | 99.6392ms | 10.0362 Ops/s | 10.0184 Ops/s | |
test_async | 0.1870s | 95.0372ms | 10.5222 Ops/s | 10.5632 Ops/s | |
test_single_pixels | 0.1253s | 0.1240s | 8.0649 Ops/s | 7.9841 Ops/s | |
test_sync_pixels | 85.0206ms | 81.0130ms | 12.3437 Ops/s | 12.1729 Ops/s | |
test_async_pixels | 0.1593s | 67.9169ms | 14.7239 Ops/s | 12.7640 Ops/s | |
test_simple | 0.7522s | 0.7513s | 1.3310 Ops/s | 1.3025 Ops/s | |
test_transformed | 0.9902s | 0.9895s | 1.0106 Ops/s | 0.9821 Ops/s | |
test_serial | 2.4955s | 2.4573s | 0.4069 Ops/s | 0.4106 Ops/s | |
test_parallel | 2.3724s | 2.3136s | 0.4322 Ops/s | 0.4349 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 94.5910μs | 34.3239μs | 29.1343 KOps/s | 30.5971 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 0.1423ms | 20.4681μs | 48.8566 KOps/s | 51.0996 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 35.6510μs | 19.2070μs | 52.0645 KOps/s | 53.0497 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 33.8110μs | 11.5818μs | 86.3425 KOps/s | 88.9058 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 71.1610μs | 36.0555μs | 27.7350 KOps/s | 29.1179 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 83.9510μs | 22.0105μs | 45.4328 KOps/s | 47.1125 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 47.0810μs | 21.5361μs | 46.4338 KOps/s | 48.9383 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 27.5610μs | 13.5162μs | 73.9854 KOps/s | 76.9255 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 58.7210μs | 37.9332μs | 26.3621 KOps/s | 27.6260 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 48.1120μs | 24.3575μs | 41.0552 KOps/s | 42.8095 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 37.8200μs | 20.7700μs | 48.1464 KOps/s | 48.4833 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 37.8610μs | 13.5544μs | 73.7767 KOps/s | 75.6169 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 62.2410μs | 40.1276μs | 24.9205 KOps/s | 26.4217 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 45.7510μs | 26.1976μs | 38.1714 KOps/s | 40.0426 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 39.0000μs | 22.9804μs | 43.5154 KOps/s | 44.8832 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 28.6100μs | 15.2516μs | 65.5668 KOps/s | 66.8997 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 0.1110ms | 38.3659μs | 26.0648 KOps/s | 27.8134 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 47.1810μs | 23.9726μs | 41.7143 KOps/s | 42.8265 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 0.2115ms | 25.1634μs | 39.7403 KOps/s | 41.7361 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 29.4500μs | 15.1763μs | 65.8920 KOps/s | 67.4299 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 98.4510μs | 39.7386μs | 25.1644 KOps/s | 26.5923 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 90.4610μs | 25.7041μs | 38.9043 KOps/s | 39.9873 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 44.4910μs | 27.5012μs | 36.3621 KOps/s | 38.9478 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 32.8500μs | 17.0478μs | 58.6586 KOps/s | 59.9704 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 64.7710μs | 41.5427μs | 24.0716 KOps/s | 24.9141 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 43.9900μs | 27.6744μs | 36.1344 KOps/s | 36.8055 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 48.3000μs | 27.3238μs | 36.5982 KOps/s | 38.9429 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 41.1010μs | 17.1388μs | 58.3472 KOps/s | 60.3902 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 73.6110μs | 44.1201μs | 22.6654 KOps/s | 23.5115 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 47.8710μs | 30.0598μs | 33.2671 KOps/s | 34.1153 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 50.4910μs | 28.9183μs | 34.5802 KOps/s | 36.8601 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 0.1924ms | 19.0387μs | 52.5247 KOps/s | 54.6164 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 26.4102ms | 25.4114ms | 39.3524 Ops/s | 39.3692 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 87.3527ms | 3.3103ms | 302.0919 Ops/s | 316.9506 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2160ms | 66.6478μs | 15.0043 KOps/s | 15.4614 KOps/s | |
test_values[td1_return_estimate-False-False] | 54.2082ms | 53.8861ms | 18.5577 Ops/s | 18.5106 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 2.0908ms | 1.7682ms | 565.5531 Ops/s | 567.0359 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 85.5633ms | 84.9863ms | 11.7666 Ops/s | 11.7531 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 2.1093ms | 1.7613ms | 567.7700 Ops/s | 567.0104 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 24.1849ms | 23.8818ms | 41.8729 Ops/s | 39.8367 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 0.8873ms | 0.6984ms | 1.4319 KOps/s | 1.3862 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.7050ms | 0.6479ms | 1.5435 KOps/s | 1.5221 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 1.6069ms | 1.4528ms | 688.3192 Ops/s | 685.0620 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 0.9428ms | 0.6677ms | 1.4976 KOps/s | 1.4933 KOps/s | |
test_dqn_speed | 1.7637ms | 1.4368ms | 695.9722 Ops/s | 692.6321 Ops/s | |
test_ddpg_speed | 3.1724ms | 2.9263ms | 341.7238 Ops/s | 335.2410 Ops/s | |
test_sac_speed | 8.9333ms | 8.5798ms | 116.5534 Ops/s | 116.2900 Ops/s | |
test_redq_speed | 11.2406ms | 10.2902ms | 97.1798 Ops/s | 96.1802 Ops/s | |
test_redq_deprec_speed | 12.1854ms | 11.6795ms | 85.6199 Ops/s | 84.8503 Ops/s | |
test_td3_speed | 17.4529ms | 8.5065ms | 117.5574 Ops/s | 118.0565 Ops/s | |
test_cql_speed | 27.5872ms | 26.3055ms | 38.0149 Ops/s | 37.9296 Ops/s | |
test_a2c_speed | 6.4599ms | 5.8141ms | 171.9955 Ops/s | 171.7307 Ops/s | |
test_ppo_speed | 6.3070ms | 6.0829ms | 164.3940 Ops/s | 163.5215 Ops/s | |
test_reinforce_speed | 4.9671ms | 4.7075ms | 212.4263 Ops/s | 212.5896 Ops/s | |
test_iql_speed | 20.9189ms | 20.3216ms | 49.2087 Ops/s | 50.0194 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 3.0683ms | 2.8158ms | 355.1418 Ops/s | 356.0969 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.7937ms | 0.5975ms | 1.6737 KOps/s | 1.6649 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 4.3112ms | 0.5765ms | 1.7345 KOps/s | 1.7373 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 3.1569ms | 2.8526ms | 350.5577 Ops/s | 355.2070 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 0.7071ms | 0.5890ms | 1.6977 KOps/s | 1.6920 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 4.1748ms | 0.5686ms | 1.7587 KOps/s | 1.7538 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.7426ms | 1.5393ms | 649.6464 Ops/s | 644.5445 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.6543ms | 1.4684ms | 681.0125 Ops/s | 669.5001 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.0777ms | 2.9132ms | 343.2665 Ops/s | 339.2388 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.2829ms | 0.7223ms | 1.3845 KOps/s | 1.3729 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.9833ms | 0.7025ms | 1.4235 KOps/s | 1.4281 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 2.9284ms | 2.8172ms | 354.9679 Ops/s | 356.2111 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.7149ms | 0.5972ms | 1.6746 KOps/s | 1.6606 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 4.3866ms | 0.5793ms | 1.7264 KOps/s | 1.7234 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 2.9959ms | 2.8407ms | 352.0212 Ops/s | 356.1039 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.5018ms | 0.5919ms | 1.6895 KOps/s | 1.6848 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6608ms | 0.5629ms | 1.7764 KOps/s | 1.7386 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 3.0548ms | 2.9522ms | 338.7249 Ops/s | 340.4229 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 0.9097ms | 0.7276ms | 1.3744 KOps/s | 1.3702 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.8796ms | 0.7068ms | 1.4149 KOps/s | 1.4228 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 0.1214s | 7.3010ms | 136.9684 Ops/s | 103.3220 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 17.9515ms | 15.4250ms | 64.8298 Ops/s | 63.4945 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 1.2358ms | 1.1655ms | 858.0222 Ops/s | 715.5434 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.1180s | 9.4079ms | 106.2938 Ops/s | 139.8149 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 17.7745ms | 15.4413ms | 64.7614 Ops/s | 63.2651 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 1.2469ms | 1.1631ms | 859.7793 Ops/s | 703.9204 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 0.1151s | 7.5098ms | 133.1600 Ops/s | 132.2181 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 18.3558ms | 15.7022ms | 63.6853 Ops/s | 62.1547 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 3.0503ms | 1.6813ms | 594.7633 Ops/s | 627.6560 Ops/s |
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