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[BugFix] Solve recursion issue in losses hook #1897

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merged 1 commit into from
Feb 10, 2024
Merged

[BugFix] Solve recursion issue in losses hook #1897

merged 1 commit into from
Feb 10, 2024

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@vmoens vmoens commented Feb 10, 2024 •
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/1897

Note: Links to docs will display an error until the docs builds have been completed.

✅ You can merge normally! (13 Unrelated Failures)

As of commit e778b90 with merge base 89213f9 (image):

FLAKY - The following jobs failed but were likely due to flakiness present on trunk:

BROKEN TRUNK - The following job 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.

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Feb 10, 2024
@vmoens vmoens added bug Something isn't working Suitable for minor Suitable to be integrated in minor release (no new feature) labels Feb 10, 2024
@vmoens vmoens merged commit 2cfd9b6 into main Feb 10, 2024
40 of 53 checks passed
@vmoens vmoens deleted the fix-loss-recursion branch February 10, 2024 21:01
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 89. Improved: $\large\color{#35bf28}4$. Worsened: $\large\color{#d91a1a}2$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_single 0.1372s 67.3469ms 14.8485 Ops/s 16.0246 Ops/s $\textbf{\color{#d91a1a}-7.34\%}$
test_sync 44.2997ms 34.8257ms 28.7144 Ops/s 27.3207 Ops/s $\textbf{\color{#35bf28}+5.10\%}$
test_async 0.1211s 34.3677ms 29.0971 Ops/s 29.5828 Ops/s $\color{#d91a1a}-1.64\%$
test_simple 0.4969s 0.4343s 2.3026 Ops/s 2.2853 Ops/s $\color{#35bf28}+0.76\%$
test_transformed 0.6544s 0.5959s 1.6780 Ops/s 1.6777 Ops/s $\color{#35bf28}+0.02\%$
test_serial 1.4880s 1.4048s 0.7118 Ops/s 0.7020 Ops/s $\color{#35bf28}+1.40\%$
test_parallel 1.4364s 1.3699s 0.7300 Ops/s 0.7228 Ops/s $\color{#35bf28}+0.98\%$
test_step_mdp_speed[True-True-True-True-True] 0.1883ms 21.5256μs 46.4564 KOps/s 45.2579 KOps/s $\color{#35bf28}+2.65\%$
test_step_mdp_speed[True-True-True-True-False] 52.1470μs 13.2079μs 75.7123 KOps/s 75.2351 KOps/s $\color{#35bf28}+0.63\%$
test_step_mdp_speed[True-True-True-False-True] 31.0990μs 12.6995μs 78.7433 KOps/s 79.0568 KOps/s $\color{#d91a1a}-0.40\%$
test_step_mdp_speed[True-True-True-False-False] 25.0570μs 7.6856μs 130.1141 KOps/s 128.3569 KOps/s $\color{#35bf28}+1.37\%$
test_step_mdp_speed[True-True-False-True-True] 83.4960μs 22.9379μs 43.5960 KOps/s 43.3645 KOps/s $\color{#35bf28}+0.53\%$
test_step_mdp_speed[True-True-False-True-False] 41.9890μs 14.4700μs 69.1084 KOps/s 68.7110 KOps/s $\color{#35bf28}+0.58\%$
test_step_mdp_speed[True-True-False-False-True] 68.5880μs 13.9519μs 71.6750 KOps/s 71.6611 KOps/s $\color{#35bf28}+0.02\%$
test_step_mdp_speed[True-True-False-False-False] 28.2630μs 8.9785μs 111.3772 KOps/s 109.9459 KOps/s $\color{#35bf28}+1.30\%$
test_step_mdp_speed[True-False-True-True-True] 92.8630μs 24.1689μs 41.3755 KOps/s 40.7991 KOps/s $\color{#35bf28}+1.41\%$
test_step_mdp_speed[True-False-True-True-False] 47.0580μs 15.6338μs 63.9641 KOps/s 62.8711 KOps/s $\color{#35bf28}+1.74\%$
test_step_mdp_speed[True-False-True-False-True] 45.7350μs 13.8172μs 72.3738 KOps/s 71.5591 KOps/s $\color{#35bf28}+1.14\%$
test_step_mdp_speed[True-False-True-False-False] 41.9880μs 8.9415μs 111.8382 KOps/s 109.5258 KOps/s $\color{#35bf28}+2.11\%$
test_step_mdp_speed[True-False-False-True-True] 78.0340μs 25.2474μs 39.6080 KOps/s 38.9029 KOps/s $\color{#35bf28}+1.81\%$
test_step_mdp_speed[True-False-False-True-False] 46.2460μs 16.8139μs 59.4745 KOps/s 57.8969 KOps/s $\color{#35bf28}+2.72\%$
test_step_mdp_speed[True-False-False-False-True] 34.4440μs 14.8454μs 67.3611 KOps/s 65.2349 KOps/s $\color{#35bf28}+3.26\%$
test_step_mdp_speed[True-False-False-False-False] 25.1170μs 10.0283μs 99.7182 KOps/s 96.9769 KOps/s $\color{#35bf28}+2.83\%$
test_step_mdp_speed[False-True-True-True-True] 67.8870μs 24.1353μs 41.4331 KOps/s 40.0070 KOps/s $\color{#35bf28}+3.56\%$
test_step_mdp_speed[False-True-True-True-False] 52.4480μs 15.6553μs 63.8763 KOps/s 61.3735 KOps/s $\color{#35bf28}+4.08\%$
test_step_mdp_speed[False-True-True-False-True] 56.9060μs 16.0808μs 62.1858 KOps/s 60.8407 KOps/s $\color{#35bf28}+2.21\%$
test_step_mdp_speed[False-True-True-False-False] 24.4760μs 10.2201μs 97.8465 KOps/s 94.9260 KOps/s $\color{#35bf28}+3.08\%$
test_step_mdp_speed[False-True-False-True-True] 52.8190μs 25.5959μs 39.0687 KOps/s 37.9479 KOps/s $\color{#35bf28}+2.95\%$
test_step_mdp_speed[False-True-False-True-False] 65.4220μs 16.9848μs 58.8763 KOps/s 56.8728 KOps/s $\color{#35bf28}+3.52\%$
test_step_mdp_speed[False-True-False-False-True] 46.4070μs 17.0815μs 58.5429 KOps/s 57.1436 KOps/s $\color{#35bf28}+2.45\%$
test_step_mdp_speed[False-True-False-False-False] 58.8400μs 11.2204μs 89.1237 KOps/s 86.4026 KOps/s $\color{#35bf28}+3.15\%$
test_step_mdp_speed[False-False-True-True-True] 77.6740μs 26.7093μs 37.4401 KOps/s 36.6169 KOps/s $\color{#35bf28}+2.25\%$
test_step_mdp_speed[False-False-True-True-False] 53.4800μs 18.2620μs 54.7585 KOps/s 53.1030 KOps/s $\color{#35bf28}+3.12\%$
test_step_mdp_speed[False-False-True-False-True] 65.9230μs 17.0541μs 58.6368 KOps/s 56.7929 KOps/s $\color{#35bf28}+3.25\%$
test_step_mdp_speed[False-False-True-False-False] 34.7650μs 11.2390μs 88.9756 KOps/s 84.7775 KOps/s $\color{#35bf28}+4.95\%$
test_step_mdp_speed[False-False-False-True-True] 77.0030μs 27.5556μs 36.2903 KOps/s 35.3895 KOps/s $\color{#35bf28}+2.55\%$
test_step_mdp_speed[False-False-False-True-False] 64.3680μs 19.2334μs 51.9929 KOps/s 50.5985 KOps/s $\color{#35bf28}+2.76\%$
test_step_mdp_speed[False-False-False-False-True] 78.1060μs 18.1909μs 54.9724 KOps/s 53.4348 KOps/s $\color{#35bf28}+2.88\%$
test_step_mdp_speed[False-False-False-False-False] 30.8380μs 12.2732μs 81.4782 KOps/s 77.8741 KOps/s $\color{#35bf28}+4.63\%$
test_values[generalized_advantage_estimate-True-True] 10.3914ms 9.5001ms 105.2615 Ops/s 106.6955 Ops/s $\color{#d91a1a}-1.34\%$
test_values[vec_generalized_advantage_estimate-True-True] 36.5646ms 33.5318ms 29.8224 Ops/s 29.7195 Ops/s $\color{#35bf28}+0.35\%$
test_values[td0_return_estimate-False-False] 0.2389ms 0.1707ms 5.8579 KOps/s 5.9479 KOps/s $\color{#d91a1a}-1.51\%$
test_values[td1_return_estimate-False-False] 24.4400ms 23.7880ms 42.0380 Ops/s 43.0213 Ops/s $\color{#d91a1a}-2.29\%$
test_values[vec_td1_return_estimate-False-False] 35.6054ms 33.6561ms 29.7123 Ops/s 29.6814 Ops/s $\color{#35bf28}+0.10\%$
test_values[td_lambda_return_estimate-True-False] 37.5195ms 34.4298ms 29.0446 Ops/s 29.8783 Ops/s $\color{#d91a1a}-2.79\%$
test_values[vec_td_lambda_return_estimate-True-False] 35.1990ms 33.5734ms 29.7855 Ops/s 29.7872 Ops/s $-0.01\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 8.9133ms 8.2927ms 120.5873 Ops/s 125.1855 Ops/s $\color{#d91a1a}-3.67\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 2.2173ms 1.8430ms 542.5833 Ops/s 510.4130 Ops/s $\textbf{\color{#35bf28}+6.30\%}$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.5125ms 0.3551ms 2.8165 KOps/s 2.8887 KOps/s $\color{#d91a1a}-2.50\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 41.3684ms 39.5637ms 25.2757 Ops/s 24.9253 Ops/s $\color{#35bf28}+1.41\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 3.7591ms 3.0368ms 329.2919 Ops/s 328.1710 Ops/s $\color{#35bf28}+0.34\%$
test_dqn_speed 1.6862ms 1.3709ms 729.4663 Ops/s 676.3892 Ops/s $\textbf{\color{#35bf28}+7.85\%}$
test_ddpg_speed 3.1680ms 2.7204ms 367.5909 Ops/s 369.4949 Ops/s $\color{#d91a1a}-0.52\%$
test_sac_speed 9.0383ms 8.5450ms 117.0277 Ops/s 116.5655 Ops/s $\color{#35bf28}+0.40\%$
test_redq_speed 15.0091ms 13.3659ms 74.8174 Ops/s 73.6530 Ops/s $\color{#35bf28}+1.58\%$
test_redq_deprec_speed 15.7745ms 13.7629ms 72.6593 Ops/s 70.0206 Ops/s $\color{#35bf28}+3.77\%$
test_td3_speed 8.7779ms 8.5740ms 116.6315 Ops/s 115.0123 Ops/s $\color{#35bf28}+1.41\%$
test_cql_speed 38.0383ms 36.7317ms 27.2244 Ops/s 27.0886 Ops/s $\color{#35bf28}+0.50\%$
test_a2c_speed 8.0421ms 7.3416ms 136.2096 Ops/s 134.4601 Ops/s $\color{#35bf28}+1.30\%$
test_ppo_speed 8.8590ms 7.5233ms 132.9205 Ops/s 130.7150 Ops/s $\color{#35bf28}+1.69\%$
test_reinforce_speed 7.4723ms 6.5540ms 152.5795 Ops/s 150.5461 Ops/s $\color{#35bf28}+1.35\%$
test_iql_speed 34.8568ms 33.6466ms 29.7207 Ops/s 30.0659 Ops/s $\color{#d91a1a}-1.15\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 4.1827ms 2.8805ms 347.1565 Ops/s 356.8006 Ops/s $\color{#d91a1a}-2.70\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.6101ms 0.5135ms 1.9473 KOps/s 1.9432 KOps/s $\color{#35bf28}+0.22\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.8158ms 0.4873ms 2.0522 KOps/s 2.0237 KOps/s $\color{#35bf28}+1.41\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.3280ms 2.8607ms 349.5613 Ops/s 345.8986 Ops/s $\color{#35bf28}+1.06\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.8263ms 0.5121ms 1.9526 KOps/s 1.9544 KOps/s $\color{#d91a1a}-0.09\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.7908ms 0.4929ms 2.0286 KOps/s 2.0426 KOps/s $\color{#d91a1a}-0.68\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 3.4293ms 2.9647ms 337.2968 Ops/s 346.3035 Ops/s $\color{#d91a1a}-2.60\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.7402ms 0.6309ms 1.5851 KOps/s 1.5835 KOps/s $\color{#35bf28}+0.10\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 1.1125ms 0.6029ms 1.6586 KOps/s 1.6610 KOps/s $\color{#d91a1a}-0.15\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 4.3061ms 2.8677ms 348.7055 Ops/s 351.9238 Ops/s $\color{#d91a1a}-0.91\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.7489ms 0.5171ms 1.9337 KOps/s 1.9517 KOps/s $\color{#d91a1a}-0.92\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.6519ms 0.4932ms 2.0276 KOps/s 2.0629 KOps/s $\color{#d91a1a}-1.71\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.3915ms 2.8589ms 349.7897 Ops/s 347.2608 Ops/s $\color{#35bf28}+0.73\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.8494ms 0.5211ms 1.9190 KOps/s 1.9441 KOps/s $\color{#d91a1a}-1.29\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.6264ms 0.4855ms 2.0597 KOps/s 2.0831 KOps/s $\color{#d91a1a}-1.13\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 4.2922ms 2.9441ms 339.6663 Ops/s 329.1077 Ops/s $\color{#35bf28}+3.21\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.8688ms 0.6328ms 1.5803 KOps/s 1.5696 KOps/s $\color{#35bf28}+0.68\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.7822ms 0.6052ms 1.6524 KOps/s 1.6510 KOps/s $\color{#35bf28}+0.08\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.1050s 8.1835ms 122.1970 Ops/s 121.1574 Ops/s $\color{#35bf28}+0.86\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 15.3881ms 13.1595ms 75.9906 Ops/s 76.3090 Ops/s $\color{#d91a1a}-0.42\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 4.1307ms 2.5288ms 395.4425 Ops/s 397.3287 Ops/s $\color{#d91a1a}-0.47\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.1075s 9.9337ms 100.6669 Ops/s 98.1336 Ops/s $\color{#35bf28}+2.58\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 15.9318ms 13.1556ms 76.0131 Ops/s 75.6151 Ops/s $\color{#35bf28}+0.53\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 4.6964ms 2.5316ms 395.0044 Ops/s 397.2109 Ops/s $\color{#d91a1a}-0.56\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.1032s 8.2687ms 120.9378 Ops/s 93.5782 Ops/s $\textbf{\color{#35bf28}+29.24\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 0.1103s 15.3365ms 65.2038 Ops/s 74.7806 Ops/s $\textbf{\color{#d91a1a}-12.81\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 5.0367ms 2.7853ms 359.0339 Ops/s 364.1627 Ops/s $\color{#d91a1a}-1.41\%$

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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of GPU Benchmark Tests

Total Benchmarks: 92. Improved: $\large\color{#35bf28}1$. Worsened: $\large\color{#d91a1a}2$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_single 0.1165s 0.1163s 8.5952 Ops/s 8.6720 Ops/s $\color{#d91a1a}-0.89\%$
test_sync 0.1705s 0.1025s 9.7532 Ops/s 9.6545 Ops/s $\color{#35bf28}+1.02\%$
test_async 0.2503s 91.5855ms 10.9188 Ops/s 10.9033 Ops/s $\color{#35bf28}+0.14\%$
test_single_pixels 0.1401s 0.1382s 7.2372 Ops/s 7.2638 Ops/s $\color{#d91a1a}-0.37\%$
test_sync_pixels 81.7069ms 79.1437ms 12.6352 Ops/s 12.4685 Ops/s $\color{#35bf28}+1.34\%$
test_async_pixels 0.2079s 74.8841ms 13.3540 Ops/s 12.7815 Ops/s $\color{#35bf28}+4.48\%$
test_simple 0.8993s 0.8287s 1.2067 Ops/s 1.2164 Ops/s $\color{#d91a1a}-0.80\%$
test_transformed 1.1455s 1.0800s 0.9259 Ops/s 0.9327 Ops/s $\color{#d91a1a}-0.73\%$
test_serial 2.5203s 2.4561s 0.4071 Ops/s 0.4156 Ops/s $\color{#d91a1a}-2.04\%$
test_parallel 2.1706s 2.0885s 0.4788 Ops/s 0.4875 Ops/s $\color{#d91a1a}-1.77\%$
test_step_mdp_speed[True-True-True-True-True] 0.1171ms 32.4741μs 30.7937 KOps/s 29.9171 KOps/s $\color{#35bf28}+2.93\%$
test_step_mdp_speed[True-True-True-True-False] 42.6920μs 19.4087μs 51.5233 KOps/s 50.3302 KOps/s $\color{#35bf28}+2.37\%$
test_step_mdp_speed[True-True-True-False-True] 43.8720μs 18.5494μs 53.9102 KOps/s 53.2789 KOps/s $\color{#35bf28}+1.18\%$
test_step_mdp_speed[True-True-True-False-False] 31.1320μs 10.9427μs 91.3848 KOps/s 89.4743 KOps/s $\color{#35bf28}+2.14\%$
test_step_mdp_speed[True-True-False-True-True] 71.3040μs 33.4403μs 29.9040 KOps/s 28.7785 KOps/s $\color{#35bf28}+3.91\%$
test_step_mdp_speed[True-True-False-True-False] 63.6540μs 21.1092μs 47.3726 KOps/s 46.6469 KOps/s $\color{#35bf28}+1.56\%$
test_step_mdp_speed[True-True-False-False-True] 44.8220μs 20.4678μs 48.8573 KOps/s 49.0044 KOps/s $\color{#d91a1a}-0.30\%$
test_step_mdp_speed[True-True-False-False-False] 30.6720μs 12.7908μs 78.1815 KOps/s 77.0349 KOps/s $\color{#35bf28}+1.49\%$
test_step_mdp_speed[True-False-True-True-True] 64.4040μs 36.0190μs 27.7631 KOps/s 27.1772 KOps/s $\color{#35bf28}+2.16\%$
test_step_mdp_speed[True-False-True-True-False] 46.1140μs 23.0997μs 43.2907 KOps/s 42.7749 KOps/s $\color{#35bf28}+1.21\%$
test_step_mdp_speed[True-False-True-False-True] 54.8130μs 20.1178μs 49.7072 KOps/s 48.9329 KOps/s $\color{#35bf28}+1.58\%$
test_step_mdp_speed[True-False-True-False-False] 33.5620μs 12.8320μs 77.9301 KOps/s 75.5003 KOps/s $\color{#35bf28}+3.22\%$
test_step_mdp_speed[True-False-False-True-True] 69.2440μs 37.9109μs 26.3776 KOps/s 25.8005 KOps/s $\color{#35bf28}+2.24\%$
test_step_mdp_speed[True-False-False-True-False] 51.1230μs 24.9761μs 40.0383 KOps/s 39.4778 KOps/s $\color{#35bf28}+1.42\%$
test_step_mdp_speed[True-False-False-False-True] 50.8230μs 21.8500μs 45.7666 KOps/s 45.2192 KOps/s $\color{#35bf28}+1.21\%$
test_step_mdp_speed[True-False-False-False-False] 43.2120μs 14.6518μs 68.2510 KOps/s 67.1804 KOps/s $\color{#35bf28}+1.59\%$
test_step_mdp_speed[False-True-True-True-True] 77.1340μs 35.7617μs 27.9629 KOps/s 26.6612 KOps/s $\color{#35bf28}+4.88\%$
test_step_mdp_speed[False-True-True-True-False] 49.9330μs 22.9520μs 43.5692 KOps/s 42.0287 KOps/s $\color{#35bf28}+3.67\%$
test_step_mdp_speed[False-True-True-False-True] 52.7630μs 24.0441μs 41.5903 KOps/s 40.4110 KOps/s $\color{#35bf28}+2.92\%$
test_step_mdp_speed[False-True-True-False-False] 36.9320μs 14.6816μs 68.1127 KOps/s 65.7929 KOps/s $\color{#35bf28}+3.53\%$
test_step_mdp_speed[False-True-False-True-True] 72.8740μs 38.1549μs 26.2090 KOps/s 25.4798 KOps/s $\color{#35bf28}+2.86\%$
test_step_mdp_speed[False-True-False-True-False] 68.9240μs 25.2160μs 39.6573 KOps/s 38.7878 KOps/s $\color{#35bf28}+2.24\%$
test_step_mdp_speed[False-True-False-False-True] 60.0130μs 25.6988μs 38.9122 KOps/s 37.2963 KOps/s $\color{#35bf28}+4.33\%$
test_step_mdp_speed[False-True-False-False-False] 43.7420μs 16.6219μs 60.1615 KOps/s 60.0363 KOps/s $\color{#35bf28}+0.21\%$
test_step_mdp_speed[False-False-True-True-True] 70.5840μs 39.5622μs 25.2767 KOps/s 24.5773 KOps/s $\color{#35bf28}+2.85\%$
test_step_mdp_speed[False-False-True-True-False] 55.6330μs 26.8870μs 37.1927 KOps/s 36.4005 KOps/s $\color{#35bf28}+2.18\%$
test_step_mdp_speed[False-False-True-False-True] 54.1130μs 25.6961μs 38.9165 KOps/s 37.4192 KOps/s $\color{#35bf28}+4.00\%$
test_step_mdp_speed[False-False-True-False-False] 43.3130μs 16.7682μs 59.6366 KOps/s 59.4951 KOps/s $\color{#35bf28}+0.24\%$
test_step_mdp_speed[False-False-False-True-True] 74.7240μs 41.6649μs 24.0010 KOps/s 23.8143 KOps/s $\color{#35bf28}+0.78\%$
test_step_mdp_speed[False-False-False-True-False] 56.7630μs 28.7248μs 34.8131 KOps/s 33.9280 KOps/s $\color{#35bf28}+2.61\%$
test_step_mdp_speed[False-False-False-False-True] 56.3330μs 26.8184μs 37.2878 KOps/s 35.7414 KOps/s $\color{#35bf28}+4.33\%$
test_step_mdp_speed[False-False-False-False-False] 48.2530μs 18.3365μs 54.5360 KOps/s 54.9705 KOps/s $\color{#d91a1a}-0.79\%$
test_values[generalized_advantage_estimate-True-True] 24.4678ms 24.1711ms 41.3717 Ops/s 43.9022 Ops/s $\textbf{\color{#d91a1a}-5.76\%}$
test_values[vec_generalized_advantage_estimate-True-True] 82.0163ms 3.1923ms 313.2524 Ops/s 307.9140 Ops/s $\color{#35bf28}+1.73\%$
test_values[td0_return_estimate-False-False] 98.7450μs 58.9188μs 16.9725 KOps/s 17.1426 KOps/s $\color{#d91a1a}-0.99\%$
test_values[td1_return_estimate-False-False] 52.0378ms 50.7458ms 19.7061 Ops/s 20.2484 Ops/s $\color{#d91a1a}-2.68\%$
test_values[vec_td1_return_estimate-False-False] 2.0601ms 1.7494ms 571.6219 Ops/s 576.3981 Ops/s $\color{#d91a1a}-0.83\%$
test_values[td_lambda_return_estimate-True-False] 83.8167ms 83.1127ms 12.0319 Ops/s 12.5874 Ops/s $\color{#d91a1a}-4.41\%$
test_values[vec_td_lambda_return_estimate-True-False] 3.9597ms 1.7984ms 556.0357 Ops/s 563.8694 Ops/s $\color{#d91a1a}-1.39\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 23.1124ms 22.2318ms 44.9807 Ops/s 45.7151 Ops/s $\color{#d91a1a}-1.61\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 0.8593ms 0.6776ms 1.4757 KOps/s 1.4805 KOps/s $\color{#d91a1a}-0.33\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 0.7022ms 0.6298ms 1.5877 KOps/s 1.5837 KOps/s $\color{#35bf28}+0.26\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 1.5511ms 1.4323ms 698.1951 Ops/s 698.3866 Ops/s $\color{#d91a1a}-0.03\%$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 0.9114ms 0.6487ms 1.5415 KOps/s 1.5377 KOps/s $\color{#35bf28}+0.25\%$
test_dqn_speed 7.8856ms 1.4234ms 702.5447 Ops/s 713.8377 Ops/s $\color{#d91a1a}-1.58\%$
test_ddpg_speed 3.1664ms 2.7386ms 365.1543 Ops/s 367.9775 Ops/s $\color{#d91a1a}-0.77\%$
test_sac_speed 8.8162ms 8.3876ms 119.2243 Ops/s 121.0942 Ops/s $\color{#d91a1a}-1.54\%$
test_redq_speed 11.0785ms 10.3464ms 96.6519 Ops/s 96.8282 Ops/s $\color{#d91a1a}-0.18\%$
test_redq_deprec_speed 11.9178ms 11.3282ms 88.2753 Ops/s 86.9119 Ops/s $\color{#35bf28}+1.57\%$
test_td3_speed 17.6322ms 8.6718ms 115.3158 Ops/s 117.2975 Ops/s $\color{#d91a1a}-1.69\%$
test_cql_speed 25.8290ms 24.9177ms 40.1320 Ops/s 39.2336 Ops/s $\color{#35bf28}+2.29\%$
test_a2c_speed 6.0395ms 5.3236ms 187.8419 Ops/s 183.9202 Ops/s $\color{#35bf28}+2.13\%$
test_ppo_speed 6.5904ms 5.5683ms 179.5888 Ops/s 175.6970 Ops/s $\color{#35bf28}+2.22\%$
test_reinforce_speed 4.7575ms 4.3792ms 228.3510 Ops/s 223.8260 Ops/s $\color{#35bf28}+2.02\%$
test_iql_speed 19.9113ms 19.3718ms 51.6215 Ops/s 51.7147 Ops/s $\color{#d91a1a}-0.18\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 3.7009ms 3.6030ms 277.5459 Ops/s 277.3702 Ops/s $\color{#35bf28}+0.06\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.7015ms 0.5519ms 1.8119 KOps/s 1.8096 KOps/s $\color{#35bf28}+0.13\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.6813ms 0.5291ms 1.8899 KOps/s 1.8979 KOps/s $\color{#d91a1a}-0.42\%$
test_rb_sample[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.0007ms 3.6280ms 275.6349 Ops/s 280.8039 Ops/s $\color{#d91a1a}-1.84\%$
test_rb_sample[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.7652ms 0.5458ms 1.8322 KOps/s 1.8225 KOps/s $\color{#35bf28}+0.53\%$
test_rb_sample[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.7219ms 0.5245ms 1.9065 KOps/s 1.9153 KOps/s $\color{#d91a1a}-0.46\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 3.8232ms 3.7232ms 268.5844 Ops/s 267.8649 Ops/s $\color{#35bf28}+0.27\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.9117ms 0.6754ms 1.4806 KOps/s 1.4799 KOps/s $\color{#35bf28}+0.05\%$
test_rb_sample[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.8112ms 0.6487ms 1.5415 KOps/s 1.5430 KOps/s $\color{#d91a1a}-0.09\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 3.8318ms 3.5963ms 278.0654 Ops/s 277.0227 Ops/s $\color{#35bf28}+0.38\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.6744ms 0.5506ms 1.8163 KOps/s 1.8077 KOps/s $\color{#35bf28}+0.48\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 0.7296ms 0.5271ms 1.8973 KOps/s 1.8911 KOps/s $\color{#35bf28}+0.32\%$
test_rb_iterate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 3.8713ms 3.6470ms 274.1975 Ops/s 275.5099 Ops/s $\color{#d91a1a}-0.48\%$
test_rb_iterate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 0.8289ms 0.5472ms 1.8275 KOps/s 1.8282 KOps/s $\color{#d91a1a}-0.03\%$
test_rb_iterate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 0.6654ms 0.5201ms 1.9226 KOps/s 1.9103 KOps/s $\color{#35bf28}+0.64\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 4.0077ms 3.7384ms 267.4954 Ops/s 268.3115 Ops/s $\color{#d91a1a}-0.30\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 0.9103ms 0.6793ms 1.4722 KOps/s 1.4861 KOps/s $\color{#d91a1a}-0.93\%$
test_rb_iterate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 0.7930ms 0.6491ms 1.5406 KOps/s 1.5323 KOps/s $\color{#35bf28}+0.54\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.1331s 10.2826ms 97.2515 Ops/s 97.4070 Ops/s $\color{#d91a1a}-0.16\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 19.6132ms 16.0097ms 62.4623 Ops/s 62.0227 Ops/s $\color{#35bf28}+0.71\%$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 7.1034ms 3.0043ms 332.8548 Ops/s 336.7235 Ops/s $\color{#d91a1a}-1.15\%$
test_rb_populate[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.1205s 9.9695ms 100.3055 Ops/s 99.8094 Ops/s $\color{#35bf28}+0.50\%$
test_rb_populate[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 18.0813ms 16.0386ms 62.3497 Ops/s 54.7902 Ops/s $\textbf{\color{#35bf28}+13.80\%}$
test_rb_populate[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 7.7993ms 3.0330ms 329.7119 Ops/s 336.8596 Ops/s $\color{#d91a1a}-2.12\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.1223s 10.3053ms 97.0372 Ops/s 97.0342 Ops/s $+0.00\%$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 0.1295s 18.5782ms 53.8265 Ops/s 61.0765 Ops/s $\textbf{\color{#d91a1a}-11.87\%}$
test_rb_populate[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 8.3908ms 3.2972ms 303.2851 Ops/s 304.4696 Ops/s $\color{#d91a1a}-0.39\%$

vmoens added a commit that referenced this pull request Feb 28, 2024
@vmoens
[BugFix] Solve recursion issue in losses hook (#1897)
7eafe19
@vmoens vmoens mentioned this pull request Feb 28, 2024
Closed
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