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[Feature] Packing #3060
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[Feature] Packing #3060
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/3060
Note: Links to docs will display an error until the docs builds have been completed. This comment was automatically generated by Dr. CI and updates every 15 minutes. |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_tensor_to_bytestream_speed[pickle] | 85.2366μs | 83.0857μs | 12.0358 KOps/s | 12.2790 KOps/s | |
test_tensor_to_bytestream_speed[torch.save] | 0.1400ms | 0.1390ms | 7.1953 KOps/s | 7.0755 KOps/s | |
test_tensor_to_bytestream_speed[untyped_storage] | 0.1095s | 0.1091s | 9.1659 Ops/s | 8.7207 Ops/s | |
test_tensor_to_bytestream_speed[numpy] | 2.8131μs | 2.7921μs | 358.1589 KOps/s | 357.3443 KOps/s | |
test_tensor_to_bytestream_speed[safetensors] | 44.2459μs | 41.6773μs | 23.9939 KOps/s | 24.3689 KOps/s | |
test_simple | 0.5380s | 0.5375s | 1.8606 Ops/s | 1.7827 Ops/s | |
test_transformed | 1.1024s | 1.1016s | 0.9078 Ops/s | 0.8837 Ops/s | |
test_serial | 1.6501s | 1.6479s | 0.6068 Ops/s | 0.5878 Ops/s | |
test_parallel | 1.1521s | 1.0726s | 0.9323 Ops/s | 0.9340 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.2593ms | 44.4365μs | 22.5040 KOps/s | 22.4955 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 50.9410μs | 25.0910μs | 39.8549 KOps/s | 40.1068 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 56.7510μs | 25.1343μs | 39.7862 KOps/s | 39.9053 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 37.4810μs | 13.9240μs | 71.8186 KOps/s | 72.5448 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 79.6710μs | 46.9959μs | 21.2785 KOps/s | 21.0248 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 63.6310μs | 27.2315μs | 36.7221 KOps/s | 36.7234 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 58.2810μs | 27.3689μs | 36.5379 KOps/s | 36.1451 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 43.8810μs | 16.3017μs | 61.3434 KOps/s | 60.8619 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 0.1001ms | 50.0215μs | 19.9914 KOps/s | 20.3037 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 63.4910μs | 30.4144μs | 32.8791 KOps/s | 33.3975 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 56.9310μs | 27.5987μs | 36.2335 KOps/s | 36.1391 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 46.5100μs | 16.4950μs | 60.6244 KOps/s | 60.4739 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 85.1510μs | 51.8102μs | 19.3012 KOps/s | 19.3987 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 64.5410μs | 32.6589μs | 30.6195 KOps/s | 31.0102 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 74.4310μs | 30.5875μs | 32.6931 KOps/s | 33.1539 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 55.5210μs | 19.2649μs | 51.9078 KOps/s | 52.4671 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 81.9020μs | 50.1096μs | 19.9563 KOps/s | 20.4545 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 66.2610μs | 30.1960μs | 33.1170 KOps/s | 33.6540 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 60.7510μs | 31.0365μs | 32.2201 KOps/s | 32.0887 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 47.0010μs | 18.2350μs | 54.8395 KOps/s | 54.7106 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 2.7563ms | 52.7758μs | 18.9481 KOps/s | 18.9917 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 66.7420μs | 32.9470μs | 30.3517 KOps/s | 30.0644 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 65.4310μs | 34.7440μs | 28.7819 KOps/s | 29.2723 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 50.8610μs | 21.4696μs | 46.5775 KOps/s | 46.7671 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 86.5720μs | 55.1240μs | 18.1409 KOps/s | 18.1275 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 72.8110μs | 35.5187μs | 28.1541 KOps/s | 28.2581 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 65.7710μs | 33.6958μs | 29.6773 KOps/s | 29.2649 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 60.0310μs | 21.3005μs | 46.9473 KOps/s | 46.8440 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 86.2420μs | 57.4419μs | 17.4089 KOps/s | 17.4185 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 85.2710μs | 37.4437μs | 26.7068 KOps/s | 26.2896 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 64.9210μs | 35.7500μs | 27.9721 KOps/s | 27.6342 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 60.6610μs | 23.3167μs | 42.8877 KOps/s | 43.1850 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 10.7984ms | 10.4735ms | 95.4793 Ops/s | 92.4498 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 15.4368ms | 10.9578ms | 91.2594 Ops/s | 90.1687 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.2448ms | 0.1241ms | 8.0612 KOps/s | 7.6402 KOps/s | |
test_values[td1_return_estimate-False-False] | 29.5218ms | 27.8321ms | 35.9297 Ops/s | 35.0628 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 11.4251ms | 11.0543ms | 90.4624 Ops/s | 90.1999 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 43.1043ms | 41.0405ms | 24.3661 Ops/s | 23.5572 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 11.1939ms | 11.0001ms | 90.9083 Ops/s | 90.3092 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 9.3387ms | 9.2560ms | 108.0376 Ops/s | 103.9379 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 1.7116ms | 1.5352ms | 651.3856 Ops/s | 634.7972 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.5133ms | 0.4156ms | 2.4063 KOps/s | 2.3907 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 34.6329ms | 29.7882ms | 33.5704 Ops/s | 32.0021 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 1.8405ms | 1.7267ms | 579.1352 Ops/s | 585.7618 Ops/s | |
test_dqn_speed[False-None] | 6.6000ms | 1.4591ms | 685.3335 Ops/s | 725.3459 Ops/s | |
test_dqn_speed[False-backward] | 2.0066ms | 1.9315ms | 517.7345 Ops/s | 532.3785 Ops/s | |
test_dqn_speed[True-None] | 0.7648ms | 0.5244ms | 1.9069 KOps/s | 1.9023 KOps/s | |
test_dqn_speed[True-backward] | 1.0006ms | 0.9603ms | 1.0414 KOps/s | 892.4032 Ops/s | |
test_dqn_speed[reduce-overhead-None] | 0.6077ms | 0.5192ms | 1.9259 KOps/s | 1.8783 KOps/s | |
test_dqn_speed[reduce-overhead-backward] | 1.0096ms | 0.9674ms | 1.0337 KOps/s | 1.0213 KOps/s | |
test_ddpg_speed[False-None] | 3.1690ms | 2.9298ms | 341.3248 Ops/s | 356.2304 Ops/s | |
test_ddpg_speed[False-backward] | 4.2418ms | 4.1361ms | 241.7743 Ops/s | 248.5391 Ops/s | |
test_ddpg_speed[True-None] | 1.5981ms | 1.3596ms | 735.5160 Ops/s | 711.1404 Ops/s | |
test_ddpg_speed[True-backward] | 2.4392ms | 2.3335ms | 428.5394 Ops/s | 410.9188 Ops/s | |
test_ddpg_speed[reduce-overhead-None] | 1.5596ms | 1.3625ms | 733.9411 Ops/s | 710.9848 Ops/s | |
test_ddpg_speed[reduce-overhead-backward] | 2.4500ms | 2.3604ms | 423.6514 Ops/s | 417.9015 Ops/s | |
test_sac_speed[False-None] | 8.3189ms | 7.8981ms | 126.6122 Ops/s | 128.2820 Ops/s | |
test_sac_speed[False-backward] | 11.6945ms | 11.1611ms | 89.5967 Ops/s | 91.4597 Ops/s | |
test_sac_speed[True-None] | 2.2262ms | 2.0888ms | 478.7488 Ops/s | 469.0788 Ops/s | |
test_sac_speed[True-backward] | 4.1050ms | 4.0033ms | 249.7957 Ops/s | 238.9572 Ops/s | |
test_sac_speed[reduce-overhead-None] | 2.2886ms | 2.1098ms | 473.9703 Ops/s | 464.4550 Ops/s | |
test_sac_speed[reduce-overhead-backward] | 4.1290ms | 4.0078ms | 249.5153 Ops/s | 246.5224 Ops/s | |
test_redq_speed[False-None] | 10.9423ms | 10.5024ms | 95.2164 Ops/s | 95.6485 Ops/s | |
test_redq_speed[False-backward] | 19.1329ms | 18.0675ms | 55.3481 Ops/s | 55.7262 Ops/s | |
test_redq_speed[True-None] | 4.5564ms | 4.2815ms | 233.5644 Ops/s | 234.3201 Ops/s | |
test_redq_speed[True-backward] | 10.1334ms | 9.7741ms | 102.3108 Ops/s | 100.6577 Ops/s | |
test_redq_speed[reduce-overhead-None] | 4.4840ms | 4.3000ms | 232.5579 Ops/s | 229.5399 Ops/s | |
test_redq_speed[reduce-overhead-backward] | 10.1625ms | 9.8268ms | 101.7623 Ops/s | 101.2239 Ops/s | |
test_redq_deprec_speed[False-None] | 12.0007ms | 11.3743ms | 87.9175 Ops/s | 92.0192 Ops/s | |
test_redq_deprec_speed[False-backward] | 16.7670ms | 16.3062ms | 61.3262 Ops/s | 63.1069 Ops/s | |
test_redq_deprec_speed[True-None] | 3.7449ms | 3.5758ms | 279.6538 Ops/s | 269.1968 Ops/s | |
test_redq_deprec_speed[True-backward] | 7.6461ms | 7.4195ms | 134.7797 Ops/s | 131.8175 Ops/s | |
test_redq_deprec_speed[reduce-overhead-None] | 3.7083ms | 3.5347ms | 282.9109 Ops/s | 280.3787 Ops/s | |
test_redq_deprec_speed[reduce-overhead-backward] | 7.6867ms | 7.4182ms | 134.8036 Ops/s | 133.2242 Ops/s | |
test_td3_speed[False-None] | 8.0668ms | 7.9235ms | 126.2070 Ops/s | 127.8663 Ops/s | |
test_td3_speed[False-backward] | 11.2966ms | 10.7621ms | 92.9187 Ops/s | 95.1314 Ops/s | |
test_td3_speed[True-None] | 1.8143ms | 1.7790ms | 562.1186 Ops/s | 552.5525 Ops/s | |
test_td3_speed[True-backward] | 3.6416ms | 3.5124ms | 284.7062 Ops/s | 249.8826 Ops/s | |
test_td3_speed[reduce-overhead-None] | 1.8222ms | 1.7955ms | 556.9442 Ops/s | 560.5691 Ops/s | |
test_td3_speed[reduce-overhead-backward] | 3.6527ms | 3.5362ms | 282.7904 Ops/s | 281.0515 Ops/s | |
test_cql_speed[False-None] | 30.3939ms | 27.6570ms | 36.1572 Ops/s | 39.2154 Ops/s | |
test_cql_speed[False-backward] | 37.9995ms | 36.7144ms | 27.2372 Ops/s | 28.1074 Ops/s | |
test_cql_speed[True-None] | 14.4811ms | 12.2001ms | 81.9664 Ops/s | 81.3057 Ops/s | |
test_cql_speed[True-backward] | 18.3354ms | 17.8774ms | 55.9364 Ops/s | 57.6815 Ops/s | |
test_cql_speed[reduce-overhead-None] | 12.2185ms | 11.9778ms | 83.4877 Ops/s | 82.9472 Ops/s | |
test_cql_speed[reduce-overhead-backward] | 18.2794ms | 17.7761ms | 56.2554 Ops/s | 58.1049 Ops/s | |
test_a2c_speed[False-None] | 6.6022ms | 6.4522ms | 154.9855 Ops/s | 190.6744 Ops/s | |
test_a2c_speed[False-backward] | 12.9575ms | 12.5854ms | 79.4573 Ops/s | 85.5327 Ops/s | |
test_a2c_speed[True-None] | 3.7825ms | 3.6559ms | 273.5316 Ops/s | 273.6516 Ops/s | |
test_a2c_speed[True-backward] | 9.1638ms | 8.5050ms | 117.5783 Ops/s | 108.6395 Ops/s | |
test_a2c_speed[reduce-overhead-None] | 3.7557ms | 3.6397ms | 274.7511 Ops/s | 271.5540 Ops/s | |
test_a2c_speed[reduce-overhead-backward] | 8.9194ms | 8.4805ms | 117.9172 Ops/s | 117.3814 Ops/s | |
test_ppo_speed[False-None] | 7.1621ms | 6.7195ms | 148.8199 Ops/s | 172.6991 Ops/s | |
test_ppo_speed[False-backward] | 13.6198ms | 13.1641ms | 75.9642 Ops/s | 80.5492 Ops/s | |
test_ppo_speed[True-None] | 3.7262ms | 3.6046ms | 277.4201 Ops/s | 267.8134 Ops/s | |
test_ppo_speed[True-backward] | 8.5844ms | 8.3913ms | 119.1714 Ops/s | 118.0163 Ops/s | |
test_ppo_speed[reduce-overhead-None] | 3.8517ms | 3.5900ms | 278.5550 Ops/s | 274.2287 Ops/s | |
test_ppo_speed[reduce-overhead-backward] | 8.7220ms | 8.3700ms | 119.4748 Ops/s | 119.6008 Ops/s | |
test_reinforce_speed[False-None] | 5.8390ms | 5.3874ms | 185.6187 Ops/s | 220.4700 Ops/s | |
test_reinforce_speed[False-backward] | 8.5255ms | 8.0950ms | 123.5334 Ops/s | 134.9039 Ops/s | |
test_reinforce_speed[True-None] | 2.9556ms | 2.8291ms | 353.4690 Ops/s | 350.6766 Ops/s | |
test_reinforce_speed[True-backward] | 8.5070ms | 7.5855ms | 131.8308 Ops/s | 130.8994 Ops/s | |
test_reinforce_speed[reduce-overhead-None] | 2.9496ms | 2.8037ms | 356.6735 Ops/s | 352.3678 Ops/s | |
test_reinforce_speed[reduce-overhead-backward] | 7.6663ms | 7.5299ms | 132.8046 Ops/s | 130.2287 Ops/s | |
test_iql_speed[False-None] | 27.2776ms | 22.0648ms | 45.3210 Ops/s | 50.6235 Ops/s | |
test_iql_speed[False-backward] | 32.9131ms | 31.9689ms | 31.2804 Ops/s | 32.9128 Ops/s | |
test_iql_speed[True-None] | 8.7982ms | 8.3206ms | 120.1839 Ops/s | 115.4281 Ops/s | |
test_iql_speed[True-backward] | 16.5926ms | 16.2900ms | 61.3875 Ops/s | 59.2583 Ops/s | |
test_iql_speed[reduce-overhead-None] | 8.6462ms | 8.3396ms | 119.9100 Ops/s | 119.0631 Ops/s | |
test_iql_speed[reduce-overhead-backward] | 16.7576ms | 16.3166ms | 61.2873 Ops/s | 60.6448 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 7.5786ms | 6.1501ms | 162.5993 Ops/s | 162.6605 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.8869ms | 0.3711ms | 2.6943 KOps/s | 3.1009 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6821ms | 0.3397ms | 2.9438 KOps/s | 3.7716 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.2754ms | 5.8294ms | 171.5436 Ops/s | 168.6690 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 2.1959ms | 0.3115ms | 3.2108 KOps/s | 3.5733 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.7649ms | 0.3094ms | 3.2324 KOps/s | 3.5714 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.6347ms | 1.3445ms | 743.7552 Ops/s | 815.3767 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.7171ms | 1.2792ms | 781.7535 Ops/s | 873.6460 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.4011ms | 6.0078ms | 166.4504 Ops/s | 164.8987 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.9698ms | 0.4184ms | 2.3901 KOps/s | 2.0894 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.8355ms | 0.4272ms | 2.3410 KOps/s | 2.4035 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 6.2518ms | 5.8814ms | 170.0262 Ops/s | 167.4772 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 1.9734ms | 0.3433ms | 2.9130 KOps/s | 3.6887 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.5353ms | 0.3441ms | 2.9065 KOps/s | 3.9027 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 9.9364ms | 5.9255ms | 168.7625 Ops/s | 167.7529 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.7162ms | 0.2668ms | 3.7485 KOps/s | 3.3128 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.5809s | 0.9811ms | 1.0192 KOps/s | 3.1339 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.4586ms | 6.0640ms | 164.9084 Ops/s | 163.7261 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.2427ms | 0.4877ms | 2.0503 KOps/s | 2.1680 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.7849ms | 0.4698ms | 2.1288 KOps/s | 2.1877 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 7.3735ms | 5.6509ms | 176.9638 Ops/s | 180.2121 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 10.4228ms | 2.0736ms | 482.2451 Ops/s | 432.1165 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 6.3414ms | 1.1723ms | 853.0478 Ops/s | 824.3398 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 0.4327s | 14.1413ms | 70.7150 Ops/s | 60.7570 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 6.1791ms | 1.9984ms | 500.3943 Ops/s | 488.8560 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 8.5401ms | 1.2470ms | 801.9319 Ops/s | 864.8438 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 8.7646ms | 5.8702ms | 170.3533 Ops/s | 172.7100 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 8.9844ms | 2.1920ms | 456.1978 Ops/s | 438.7708 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 8.0727ms | 1.3451ms | 743.4482 Ops/s | 777.8286 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] | 63.6300ms | 60.0585ms | 16.6504 Ops/s | 17.0768 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] | 18.2520ms | 16.2474ms | 61.5485 Ops/s | 61.0794 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] | 62.5204ms | 57.9428ms | 17.2584 Ops/s | 16.6862 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] | 17.8857ms | 16.4466ms | 60.8027 Ops/s | 59.2160 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] | 59.6087ms | 57.3390ms | 17.4401 Ops/s | 17.0174 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] | 19.3099ms | 17.9453ms | 55.7249 Ops/s | 54.5168 Ops/s |
|
Name | Max | Mean | Ops | Ops on Repo HEAD
|
Change |
---|---|---|---|---|---|
test_tensor_to_bytestream_speed[pickle] | 82.7034μs | 81.1357μs | 12.3250 KOps/s | 12.1754 KOps/s | |
test_tensor_to_bytestream_speed[torch.save] | 0.1438ms | 0.1422ms | 7.0300 KOps/s | 7.0437 KOps/s | |
test_tensor_to_bytestream_speed[untyped_storage] | 0.1255s | 0.1246s | 8.0228 Ops/s | 8.6102 Ops/s | |
test_tensor_to_bytestream_speed[numpy] | 2.8365μs | 2.8285μs | 353.5406 KOps/s | 348.3811 KOps/s | |
test_tensor_to_bytestream_speed[safetensors] | 43.4156μs | 41.1050μs | 24.3279 KOps/s | 24.5975 KOps/s | |
test_simple | 0.7894s | 0.7848s | 1.2742 Ops/s | 1.2788 Ops/s | |
test_transformed | 1.4067s | 1.4050s | 0.7118 Ops/s | 0.7067 Ops/s | |
test_serial | 2.3606s | 2.3494s | 0.4256 Ops/s | 0.4333 Ops/s | |
test_parallel | 1.9385s | 1.8764s | 0.5329 Ops/s | 0.5347 Ops/s | |
test_step_mdp_speed[True-True-True-True-True] | 0.2097ms | 43.6783μs | 22.8947 KOps/s | 22.5523 KOps/s | |
test_step_mdp_speed[True-True-True-True-False] | 55.1110μs | 25.0967μs | 39.8459 KOps/s | 39.7829 KOps/s | |
test_step_mdp_speed[True-True-True-False-True] | 56.0620μs | 25.3052μs | 39.5176 KOps/s | 40.2519 KOps/s | |
test_step_mdp_speed[True-True-True-False-False] | 57.2910μs | 13.9228μs | 71.8247 KOps/s | 72.6257 KOps/s | |
test_step_mdp_speed[True-True-False-True-True] | 94.5130μs | 47.3380μs | 21.1247 KOps/s | 21.4003 KOps/s | |
test_step_mdp_speed[True-True-False-True-False] | 58.7020μs | 27.7633μs | 36.0187 KOps/s | 36.3310 KOps/s | |
test_step_mdp_speed[True-True-False-False-True] | 56.4310μs | 27.5299μs | 36.3242 KOps/s | 36.1521 KOps/s | |
test_step_mdp_speed[True-True-False-False-False] | 56.4710μs | 16.5351μs | 60.4775 KOps/s | 60.2401 KOps/s | |
test_step_mdp_speed[True-False-True-True-True] | 86.3030μs | 50.2993μs | 19.8810 KOps/s | 20.1778 KOps/s | |
test_step_mdp_speed[True-False-True-True-False] | 61.6920μs | 30.3111μs | 32.9912 KOps/s | 33.0876 KOps/s | |
test_step_mdp_speed[True-False-True-False-True] | 56.4410μs | 27.5823μs | 36.2552 KOps/s | 36.1461 KOps/s | |
test_step_mdp_speed[True-False-True-False-False] | 35.4410μs | 16.4143μs | 60.9225 KOps/s | 59.9028 KOps/s | |
test_step_mdp_speed[True-False-False-True-True] | 85.6130μs | 52.0464μs | 19.2136 KOps/s | 19.1302 KOps/s | |
test_step_mdp_speed[True-False-False-True-False] | 88.0120μs | 32.5331μs | 30.7379 KOps/s | 30.6504 KOps/s | |
test_step_mdp_speed[True-False-False-False-True] | 57.6020μs | 29.5616μs | 33.8276 KOps/s | 33.2610 KOps/s | |
test_step_mdp_speed[True-False-False-False-False] | 50.7510μs | 19.0151μs | 52.5897 KOps/s | 52.3732 KOps/s | |
test_step_mdp_speed[False-True-True-True-True] | 79.9120μs | 49.5580μs | 20.1784 KOps/s | 20.2785 KOps/s | |
test_step_mdp_speed[False-True-True-True-False] | 71.2410μs | 30.6008μs | 32.6788 KOps/s | 33.2704 KOps/s | |
test_step_mdp_speed[False-True-True-False-True] | 66.6510μs | 31.6739μs | 31.5717 KOps/s | 31.6074 KOps/s | |
test_step_mdp_speed[False-True-True-False-False] | 48.6510μs | 18.5039μs | 54.0426 KOps/s | 53.2939 KOps/s | |
test_step_mdp_speed[False-True-False-True-True] | 2.8860ms | 52.9944μs | 18.8699 KOps/s | 18.8718 KOps/s | |
test_step_mdp_speed[False-True-False-True-False] | 63.5920μs | 32.9415μs | 30.3569 KOps/s | 30.3774 KOps/s | |
test_step_mdp_speed[False-True-False-False-True] | 67.4420μs | 33.6407μs | 29.7259 KOps/s | 28.7110 KOps/s | |
test_step_mdp_speed[False-True-False-False-False] | 62.7120μs | 21.4590μs | 46.6004 KOps/s | 46.4705 KOps/s | |
test_step_mdp_speed[False-False-True-True-True] | 92.4620μs | 55.4692μs | 18.0280 KOps/s | 18.3260 KOps/s | |
test_step_mdp_speed[False-False-True-True-False] | 73.2320μs | 35.5598μs | 28.1216 KOps/s | 28.1892 KOps/s | |
test_step_mdp_speed[False-False-True-False-True] | 68.5810μs | 33.8042μs | 29.5821 KOps/s | 28.7344 KOps/s | |
test_step_mdp_speed[False-False-True-False-False] | 44.1610μs | 20.6898μs | 48.3331 KOps/s | 46.9044 KOps/s | |
test_step_mdp_speed[False-False-False-True-True] | 95.7730μs | 55.7023μs | 17.9526 KOps/s | 17.5551 KOps/s | |
test_step_mdp_speed[False-False-False-True-False] | 61.2320μs | 37.3412μs | 26.7800 KOps/s | 26.6124 KOps/s | |
test_step_mdp_speed[False-False-False-False-True] | 73.4320μs | 36.2630μs | 27.5763 KOps/s | 27.8635 KOps/s | |
test_step_mdp_speed[False-False-False-False-False] | 50.2120μs | 23.1198μs | 43.2530 KOps/s | 42.7046 KOps/s | |
test_values[generalized_advantage_estimate-True-True] | 23.8466ms | 23.4701ms | 42.6074 Ops/s | 46.1458 Ops/s | |
test_values[vec_generalized_advantage_estimate-True-True] | 0.1476s | 3.8660ms | 258.6672 Ops/s | 256.1574 Ops/s | |
test_values[td0_return_estimate-False-False] | 0.1131ms | 84.1050μs | 11.8899 KOps/s | 12.5051 KOps/s | |
test_values[td1_return_estimate-False-False] | 56.7844ms | 55.4871ms | 18.0222 Ops/s | 19.6525 Ops/s | |
test_values[vec_td1_return_estimate-False-False] | 1.4640ms | 1.1318ms | 883.5491 Ops/s | 913.2972 Ops/s | |
test_values[td_lambda_return_estimate-True-False] | 91.3488ms | 90.5843ms | 11.0394 Ops/s | 12.3662 Ops/s | |
test_values[vec_td_lambda_return_estimate-True-False] | 1.4379ms | 1.1177ms | 894.6781 Ops/s | 917.0254 Ops/s | |
test_gae_speed[generalized_advantage_estimate-False-1-512] | 24.0740ms | 23.7447ms | 42.1147 Ops/s | 43.9853 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] | 1.0600ms | 0.8042ms | 1.2434 KOps/s | 1.3347 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] | 0.8661ms | 0.7199ms | 1.3891 KOps/s | 1.4992 KOps/s | |
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] | 1.5774ms | 1.5329ms | 652.3614 Ops/s | 674.3347 Ops/s | |
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] | 0.7781ms | 0.7371ms | 1.3566 KOps/s | 1.4651 KOps/s | |
test_dqn_speed[False-None] | 7.2556ms | 1.6469ms | 607.2196 Ops/s | 647.0482 Ops/s | |
test_dqn_speed[False-backward] | 2.4521ms | 2.2865ms | 437.3564 Ops/s | 452.0902 Ops/s | |
test_dqn_speed[True-None] | 0.7385ms | 0.6123ms | 1.6331 KOps/s | 1.7166 KOps/s | |
test_dqn_speed[True-backward] | 1.3459ms | 1.2956ms | 771.8423 Ops/s | 763.6822 Ops/s | |
test_dqn_speed[reduce-overhead-None] | 0.6624ms | 0.6008ms | 1.6644 KOps/s | 1.6190 KOps/s | |
test_dqn_speed[reduce-overhead-backward] | 1.1745ms | 1.1265ms | 887.6747 Ops/s | 981.9883 Ops/s | |
test_ddpg_speed[False-None] | 3.2638ms | 2.9449ms | 339.5758 Ops/s | 339.3561 Ops/s | |
test_ddpg_speed[False-backward] | 4.8625ms | 4.4860ms | 222.9174 Ops/s | 231.4139 Ops/s | |
test_ddpg_speed[True-None] | 1.5065ms | 1.3905ms | 719.1655 Ops/s | 712.6069 Ops/s | |
test_ddpg_speed[True-backward] | 2.8344ms | 2.7917ms | 358.2060 Ops/s | 371.3805 Ops/s | |
test_ddpg_speed[reduce-overhead-None] | 1.5248ms | 1.4232ms | 702.6355 Ops/s | 698.6615 Ops/s | |
test_ddpg_speed[reduce-overhead-backward] | 0.1943s | 0.1896s | 5.2732 Ops/s | 4.3348 Ops/s | |
test_sac_speed[False-None] | 8.7321ms | 8.2246ms | 121.5859 Ops/s | 121.7124 Ops/s | |
test_sac_speed[False-backward] | 12.1557ms | 11.6429ms | 85.8896 Ops/s | 87.9928 Ops/s | |
test_sac_speed[True-None] | 2.0189ms | 1.9211ms | 520.5289 Ops/s | 516.4793 Ops/s | |
test_sac_speed[True-backward] | 4.0923ms | 3.9670ms | 252.0769 Ops/s | 260.1672 Ops/s | |
test_sac_speed[reduce-overhead-None] | 20.1734ms | 11.5425ms | 86.6361 Ops/s | 86.2437 Ops/s | |
test_sac_speed[reduce-overhead-backward] | 1.8130ms | 1.7710ms | 564.6561 Ops/s | 610.0111 Ops/s | |
test_redq_deprec_speed[False-None] | 9.5777ms | 9.1917ms | 108.7938 Ops/s | 107.9021 Ops/s | |
test_redq_deprec_speed[False-backward] | 13.1438ms | 12.6808ms | 78.8595 Ops/s | 79.4626 Ops/s | |
test_redq_deprec_speed[True-None] | 2.9169ms | 2.5684ms | 389.3457 Ops/s | 383.7831 Ops/s | |
test_redq_deprec_speed[True-backward] | 4.9928ms | 4.6058ms | 217.1155 Ops/s | 217.4790 Ops/s | |
test_redq_deprec_speed[reduce-overhead-None] | 2.6186ms | 2.5618ms | 390.3577 Ops/s | 383.9889 Ops/s | |
test_redq_deprec_speed[reduce-overhead-backward] | 5.0935ms | 4.6628ms | 214.4655 Ops/s | 219.6603 Ops/s | |
test_td3_speed[False-None] | 8.1780ms | 8.1189ms | 123.1689 Ops/s | 122.7157 Ops/s | |
test_td3_speed[False-backward] | 11.4604ms | 10.8902ms | 91.8253 Ops/s | 93.1250 Ops/s | |
test_td3_speed[True-None] | 1.8386ms | 1.7450ms | 573.0725 Ops/s | 564.1805 Ops/s | |
test_td3_speed[True-backward] | 3.6425ms | 3.5700ms | 280.1147 Ops/s | 289.2994 Ops/s | |
test_td3_speed[reduce-overhead-None] | 50.6448ms | 25.8578ms | 38.6731 Ops/s | 38.2533 Ops/s | |
test_td3_speed[reduce-overhead-backward] | 1.5066ms | 1.4619ms | 684.0562 Ops/s | 749.5158 Ops/s | |
test_cql_speed[False-None] | 17.4673ms | 17.0587ms | 58.6211 Ops/s | 58.3680 Ops/s | |
test_cql_speed[False-backward] | 23.3770ms | 22.8253ms | 43.8110 Ops/s | 44.0797 Ops/s | |
test_cql_speed[True-None] | 3.5513ms | 3.4577ms | 289.2131 Ops/s | 282.9813 Ops/s | |
test_cql_speed[True-backward] | 6.6565ms | 6.0432ms | 165.4744 Ops/s | 162.6444 Ops/s | |
test_cql_speed[reduce-overhead-None] | 19.8431ms | 12.5560ms | 79.6432 Ops/s | 79.3645 Ops/s | |
test_cql_speed[reduce-overhead-backward] | 2.0032ms | 1.9329ms | 517.3587 Ops/s | 562.3510 Ops/s | |
test_a2c_speed[False-None] | 3.3205ms | 3.2494ms | 307.7457 Ops/s | 305.5892 Ops/s | |
test_a2c_speed[False-backward] | 7.2120ms | 6.5746ms | 152.1009 Ops/s | 156.0007 Ops/s | |
test_a2c_speed[True-None] | 1.4474ms | 1.3532ms | 738.9814 Ops/s | 736.0370 Ops/s | |
test_a2c_speed[True-backward] | 3.3772ms | 3.2955ms | 303.4398 Ops/s | 317.8270 Ops/s | |
test_a2c_speed[reduce-overhead-None] | 15.7415ms | 8.8562ms | 112.9156 Ops/s | 112.5129 Ops/s | |
test_a2c_speed[reduce-overhead-backward] | 1.7095ms | 1.6024ms | 624.0768 Ops/s | 694.7184 Ops/s | |
test_ppo_speed[False-None] | 4.0450ms | 3.8638ms | 258.8157 Ops/s | 256.7526 Ops/s | |
test_ppo_speed[False-backward] | 7.8050ms | 7.3781ms | 135.5367 Ops/s | 137.8184 Ops/s | |
test_ppo_speed[True-None] | 1.5396ms | 1.4544ms | 687.5633 Ops/s | 661.4968 Ops/s | |
test_ppo_speed[True-backward] | 3.7869ms | 3.4675ms | 288.3916 Ops/s | 299.8416 Ops/s | |
test_ppo_speed[reduce-overhead-None] | 1.6300ms | 1.4416ms | 693.6974 Ops/s | 677.3470 Ops/s | |
test_ppo_speed[reduce-overhead-backward] | 3.5369ms | 3.4524ms | 289.6541 Ops/s | 297.8126 Ops/s | |
test_reinforce_speed[False-None] | 2.5399ms | 2.3493ms | 425.6659 Ops/s | 424.3820 Ops/s | |
test_reinforce_speed[False-backward] | 3.5805ms | 3.5167ms | 284.3606 Ops/s | 292.1657 Ops/s | |
test_reinforce_speed[True-None] | 1.3971ms | 1.3135ms | 761.3468 Ops/s | 757.6281 Ops/s | |
test_reinforce_speed[True-backward] | 3.3344ms | 3.2436ms | 308.3024 Ops/s | 302.6675 Ops/s | |
test_reinforce_speed[reduce-overhead-None] | 18.8613ms | 10.2684ms | 97.3857 Ops/s | 96.6353 Ops/s | |
test_reinforce_speed[reduce-overhead-backward] | 1.6872ms | 1.6374ms | 610.7225 Ops/s | 660.5616 Ops/s | |
test_iql_speed[False-None] | 10.0161ms | 9.5183ms | 105.0613 Ops/s | 105.2117 Ops/s | |
test_iql_speed[False-backward] | 14.3676ms | 13.8088ms | 72.4175 Ops/s | 74.1204 Ops/s | |
test_iql_speed[True-None] | 2.4571ms | 2.3262ms | 429.8765 Ops/s | 428.3255 Ops/s | |
test_iql_speed[True-backward] | 5.6220ms | 5.1986ms | 192.3584 Ops/s | 193.9166 Ops/s | |
test_iql_speed[reduce-overhead-None] | 17.8265ms | 10.6854ms | 93.5853 Ops/s | 91.9132 Ops/s | |
test_iql_speed[reduce-overhead-backward] | 2.1524ms | 2.0354ms | 491.2981 Ops/s | 476.7638 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 7.8211ms | 6.3052ms | 158.6000 Ops/s | 158.3764 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.6512ms | 0.3395ms | 2.9458 KOps/s | 3.1785 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.5807ms | 0.3461ms | 2.8893 KOps/s | 3.6015 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.4231ms | 6.0275ms | 165.9065 Ops/s | 164.5818 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.8929ms | 0.3055ms | 3.2730 KOps/s | 3.1009 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6531ms | 0.3270ms | 3.0582 KOps/s | 3.5039 KOps/s | |
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-sampler6-10000] | 1.6739ms | 1.4120ms | 708.2147 Ops/s | 704.0758 Ops/s | |
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-sampler7-10000] | 1.6421ms | 1.3100ms | 763.3553 Ops/s | 754.3009 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.4364ms | 6.2324ms | 160.4516 Ops/s | 161.0771 Ops/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 1.8649ms | 0.4538ms | 2.2035 KOps/s | 2.2112 KOps/s | |
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6355ms | 0.3964ms | 2.5227 KOps/s | 2.3893 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] | 6.2525ms | 6.0052ms | 166.5220 Ops/s | 167.4580 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] | 0.9721ms | 0.3336ms | 2.9976 KOps/s | 3.4323 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] | 0.6320ms | 0.3161ms | 3.1638 KOps/s | 3.4204 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] | 6.2721ms | 5.8994ms | 169.5084 Ops/s | 168.5509 Ops/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] | 1.0340ms | 0.2719ms | 3.6783 KOps/s | 2.8632 KOps/s | |
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] | 0.6433ms | 0.3320ms | 3.0117 KOps/s | 3.3299 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] | 6.2853ms | 6.0544ms | 165.1686 Ops/s | 164.3643 Ops/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] | 2.0785ms | 0.4151ms | 2.4093 KOps/s | 2.3409 KOps/s | |
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] | 0.6271ms | 0.3972ms | 2.5179 KOps/s | 2.2219 KOps/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] | 7.2384ms | 5.5825ms | 179.1325 Ops/s | 51.2455 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] | 9.5233ms | 2.1345ms | 468.4970 Ops/s | 461.6026 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] | 7.1076ms | 1.2995ms | 769.5107 Ops/s | 792.9116 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] | 7.5291ms | 5.7234ms | 174.7199 Ops/s | 177.2595 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] | 0.4913s | 11.9403ms | 83.7497 Ops/s | 463.1710 Ops/s | |
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] | 6.5512ms | 1.2731ms | 785.4945 Ops/s | 823.3861 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] | 7.6589ms | 5.8811ms | 170.0354 Ops/s | 168.3925 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] | 10.6468ms | 2.3299ms | 429.2051 Ops/s | 440.5107 Ops/s | |
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] | 3.5411ms | 1.3403ms | 746.1262 Ops/s | 699.0558 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-True] | 61.6782ms | 59.0480ms | 16.9354 Ops/s | 16.8992 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-10000-10000-100-False] | 19.0671ms | 17.2733ms | 57.8927 Ops/s | 59.5224 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-True] | 60.7245ms | 58.9771ms | 16.9557 Ops/s | 16.7587 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-100000-10000-100-False] | 18.5211ms | 17.1262ms | 58.3901 Ops/s | 57.5571 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-True] | 63.9061ms | 61.1748ms | 16.3466 Ops/s | 16.8158 Ops/s | |
test_rb_extend_sample[ReplayBuffer-LazyTensorStorage-RandomSampler-1000000-10000-100-False] | 20.1415ms | 18.7860ms | 53.2311 Ops/s | 53.3259 Ops/s |
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