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Merged
merged 12 commits into from
Oct 25, 2023
Merged

[Release] 0.2.1 #1642

merged 12 commits into from
Oct 25, 2023

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@vmoens vmoens commented Oct 23, 2023 •
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Fixes a bug in the M1 wheels which prevents them from being used with torch 2.1.

@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 Oct 23, 2023
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@vmoens vmoens added the ciflow/binaries/all Build all binaries label Oct 24, 2023
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@vmoens vmoens changed the title [NOMERG] 0.2.1 [Release] 0.2.1 Oct 25, 2023
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 89. Improved: $\large\color{#35bf28}7$. Worsened: $\large\color{#d91a1a}16$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_single 93.9217ms 93.2565ms 10.7231 Ops/s 10.2004 Ops/s $\textbf{\color{#35bf28}+5.12\%}$
test_sync 63.1469ms 52.6299ms 19.0006 Ops/s 19.2972 Ops/s $\color{#d91a1a}-1.54\%$
test_async 0.1005s 50.2499ms 19.9005 Ops/s 19.5670 Ops/s $\color{#35bf28}+1.70\%$
test_simple 0.7680s 0.6725s 1.4869 Ops/s 1.4888 Ops/s $\color{#d91a1a}-0.12\%$
test_transformed 0.9974s 0.9148s 1.0932 Ops/s 1.0583 Ops/s $\color{#35bf28}+3.30\%$
test_serial 2.0245s 1.9340s 0.5171 Ops/s 0.5158 Ops/s $\color{#35bf28}+0.25\%$
test_parallel 2.4232s 2.3372s 0.4279 Ops/s 0.4293 Ops/s $\color{#d91a1a}-0.33\%$
test_step_mdp_speed[True-True-True-True-True] 0.2110ms 43.1504μs 23.1747 KOps/s 22.4428 KOps/s $\color{#35bf28}+3.26\%$
test_step_mdp_speed[True-True-True-True-False] 61.7010μs 24.7579μs 40.3912 KOps/s 39.5370 KOps/s $\color{#35bf28}+2.16\%$
test_step_mdp_speed[True-True-True-False-True] 73.3010μs 30.3222μs 32.9792 KOps/s 31.9961 KOps/s $\color{#35bf28}+3.07\%$
test_step_mdp_speed[True-True-True-False-False] 50.9000μs 16.9983μs 58.8294 KOps/s 56.9173 KOps/s $\color{#35bf28}+3.36\%$
test_step_mdp_speed[True-True-False-True-True] 75.3000μs 44.8193μs 22.3118 KOps/s 21.8166 KOps/s $\color{#35bf28}+2.27\%$
test_step_mdp_speed[True-True-False-True-False] 63.9000μs 26.4027μs 37.8749 KOps/s 37.2402 KOps/s $\color{#35bf28}+1.70\%$
test_step_mdp_speed[True-True-False-False-True] 0.1167ms 32.3213μs 30.9394 KOps/s 30.2528 KOps/s $\color{#35bf28}+2.27\%$
test_step_mdp_speed[True-True-False-False-False] 61.4000μs 18.9819μs 52.6818 KOps/s 51.1058 KOps/s $\color{#35bf28}+3.08\%$
test_step_mdp_speed[True-False-True-True-True] 0.1074ms 46.7680μs 21.3822 KOps/s 20.9921 KOps/s $\color{#35bf28}+1.86\%$
test_step_mdp_speed[True-False-True-True-False] 82.0010μs 28.1331μs 35.5453 KOps/s 34.4266 KOps/s $\color{#35bf28}+3.25\%$
test_step_mdp_speed[True-False-True-False-True] 73.5010μs 32.4088μs 30.8558 KOps/s 30.1543 KOps/s $\color{#35bf28}+2.33\%$
test_step_mdp_speed[True-False-True-False-False] 89.6000μs 18.8380μs 53.0842 KOps/s 50.3378 KOps/s $\textbf{\color{#35bf28}+5.46\%}$
test_step_mdp_speed[True-False-False-True-True] 0.1127ms 48.9599μs 20.4249 KOps/s 20.4015 KOps/s $\color{#35bf28}+0.11\%$
test_step_mdp_speed[True-False-False-True-False] 58.3000μs 29.9871μs 33.3476 KOps/s 32.5691 KOps/s $\color{#35bf28}+2.39\%$
test_step_mdp_speed[True-False-False-False-True] 85.8000μs 34.3204μs 29.1372 KOps/s 28.7302 KOps/s $\color{#35bf28}+1.42\%$
test_step_mdp_speed[True-False-False-False-False] 50.3000μs 20.4920μs 48.7996 KOps/s 46.7084 KOps/s $\color{#35bf28}+4.48\%$
test_step_mdp_speed[False-True-True-True-True] 0.1025ms 47.0270μs 21.2644 KOps/s 20.9703 KOps/s $\color{#35bf28}+1.40\%$
test_step_mdp_speed[False-True-True-True-False] 59.6000μs 28.2364μs 35.4153 KOps/s 34.7457 KOps/s $\color{#35bf28}+1.93\%$
test_step_mdp_speed[False-True-True-False-True] 0.1139ms 36.7682μs 27.1975 KOps/s 26.9394 KOps/s $\color{#35bf28}+0.96\%$
test_step_mdp_speed[False-True-True-False-False] 55.0000μs 20.8666μs 47.9234 KOps/s 46.3625 KOps/s $\color{#35bf28}+3.37\%$
test_step_mdp_speed[False-True-False-True-True] 0.1781ms 48.2392μs 20.7300 KOps/s 20.2716 KOps/s $\color{#35bf28}+2.26\%$
test_step_mdp_speed[False-True-False-True-False] 67.1000μs 29.7483μs 33.6154 KOps/s 32.9451 KOps/s $\color{#35bf28}+2.03\%$
test_step_mdp_speed[False-True-False-False-True] 74.2000μs 37.8860μs 26.3950 KOps/s 25.7376 KOps/s $\color{#35bf28}+2.55\%$
test_step_mdp_speed[False-True-False-False-False] 50.4000μs 22.5214μs 44.4021 KOps/s 42.7360 KOps/s $\color{#35bf28}+3.90\%$
test_step_mdp_speed[False-False-True-True-True] 84.4000μs 49.9648μs 20.0141 KOps/s 19.4137 KOps/s $\color{#35bf28}+3.09\%$
test_step_mdp_speed[False-False-True-True-False] 1.5681ms 32.0529μs 31.1985 KOps/s 30.8624 KOps/s $\color{#35bf28}+1.09\%$
test_step_mdp_speed[False-False-True-False-True] 71.4000μs 37.8403μs 26.4269 KOps/s 25.5713 KOps/s $\color{#35bf28}+3.35\%$
test_step_mdp_speed[False-False-True-False-False] 65.9000μs 22.5659μs 44.3147 KOps/s 43.0772 KOps/s $\color{#35bf28}+2.87\%$
test_step_mdp_speed[False-False-False-True-True] 83.9000μs 51.3090μs 19.4898 KOps/s 18.9937 KOps/s $\color{#35bf28}+2.61\%$
test_step_mdp_speed[False-False-False-True-False] 0.1130ms 33.3865μs 29.9522 KOps/s 29.4112 KOps/s $\color{#35bf28}+1.84\%$
test_step_mdp_speed[False-False-False-False-True] 74.3010μs 38.9775μs 25.6558 KOps/s 25.3461 KOps/s $\color{#35bf28}+1.22\%$
test_step_mdp_speed[False-False-False-False-False] 69.7010μs 24.0862μs 41.5175 KOps/s 40.5574 KOps/s $\color{#35bf28}+2.37\%$
test_values[generalized_advantage_estimate-True-True] 17.0910ms 15.5371ms 64.3623 Ops/s 64.7730 Ops/s $\color{#d91a1a}-0.63\%$
test_values[vec_generalized_advantage_estimate-True-True] 57.3144ms 47.1862ms 21.1926 Ops/s 21.0054 Ops/s $\color{#35bf28}+0.89\%$
test_values[td0_return_estimate-False-False] 0.7647ms 0.5703ms 1.7535 KOps/s 1.9920 KOps/s $\textbf{\color{#d91a1a}-11.97\%}$
test_values[td1_return_estimate-False-False] 36.8367ms 33.9648ms 29.4422 Ops/s 29.4051 Ops/s $\color{#35bf28}+0.13\%$
test_values[vec_td1_return_estimate-False-False] 56.9691ms 47.4308ms 21.0833 Ops/s 20.8562 Ops/s $\color{#35bf28}+1.09\%$
test_values[td_lambda_return_estimate-True-False] 48.7190ms 47.7765ms 20.9308 Ops/s 20.9990 Ops/s $\color{#d91a1a}-0.32\%$
test_values[vec_td_lambda_return_estimate-True-False] 60.9386ms 48.0730ms 20.8017 Ops/s 21.4617 Ops/s $\color{#d91a1a}-3.07\%$
test_gae_speed[generalized_advantage_estimate-False-1-512] 12.5767ms 11.9860ms 83.4306 Ops/s 82.8207 Ops/s $\color{#35bf28}+0.74\%$
test_gae_speed[vec_generalized_advantage_estimate-True-1-512] 11.0417ms 4.0146ms 249.0933 Ops/s 248.4197 Ops/s $\color{#35bf28}+0.27\%$
test_gae_speed[vec_generalized_advantage_estimate-False-1-512] 1.1021ms 0.5715ms 1.7498 KOps/s 1.7614 KOps/s $\color{#d91a1a}-0.66\%$
test_gae_speed[vec_generalized_advantage_estimate-True-32-512] 64.7668ms 63.0961ms 15.8489 Ops/s 17.2641 Ops/s $\textbf{\color{#d91a1a}-8.20\%}$
test_gae_speed[vec_generalized_advantage_estimate-False-32-512] 10.1457ms 3.6049ms 277.4010 Ops/s 249.9633 Ops/s $\textbf{\color{#35bf28}+10.98\%}$
test_dqn_speed 8.5138ms 2.5185ms 397.0612 Ops/s 394.5733 Ops/s $\color{#35bf28}+0.63\%$
test_ddpg_speed 11.3608ms 4.8426ms 206.5021 Ops/s 215.1755 Ops/s $\color{#d91a1a}-4.03\%$
test_sac_speed 25.1943ms 14.3321ms 69.7734 Ops/s 79.0499 Ops/s $\textbf{\color{#d91a1a}-11.73\%}$
test_redq_speed 27.1155ms 22.9351ms 43.6013 Ops/s 46.3629 Ops/s $\textbf{\color{#d91a1a}-5.96\%}$
test_redq_deprec_speed 26.2531ms 20.6557ms 48.4128 Ops/s 51.7564 Ops/s $\textbf{\color{#d91a1a}-6.46\%}$
test_td3_speed 16.5097ms 14.1898ms 70.4731 Ops/s 76.5779 Ops/s $\textbf{\color{#d91a1a}-7.97\%}$
test_cql_speed 50.5698ms 45.2274ms 22.1105 Ops/s 25.3989 Ops/s $\textbf{\color{#d91a1a}-12.95\%}$
test_a2c_speed 13.7938ms 9.8705ms 101.3117 Ops/s 124.1770 Ops/s $\textbf{\color{#d91a1a}-18.41\%}$
test_ppo_speed 17.5615ms 10.3619ms 96.5070 Ops/s 108.5969 Ops/s $\textbf{\color{#d91a1a}-11.13\%}$
test_reinforce_speed 14.2418ms 7.3489ms 136.0756 Ops/s 157.1417 Ops/s $\textbf{\color{#d91a1a}-13.41\%}$
test_iql_speed 40.8299ms 33.7329ms 29.6446 Ops/s 28.7408 Ops/s $\color{#35bf28}+3.14\%$
test_sample_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 4.0826ms 3.0001ms 333.3254 Ops/s 347.3752 Ops/s $\color{#d91a1a}-4.04\%$
test_sample_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 0.1832s 3.7474ms 266.8520 Ops/s 325.3149 Ops/s $\textbf{\color{#d91a1a}-17.97\%}$
test_sample_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 5.6390ms 3.1123ms 321.3048 Ops/s 322.3249 Ops/s $\color{#d91a1a}-0.32\%$
test_sample_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.9141ms 2.9315ms 341.1177 Ops/s 346.0728 Ops/s $\color{#d91a1a}-1.43\%$
test_sample_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 5.5602ms 3.1007ms 322.5128 Ops/s 329.5748 Ops/s $\color{#d91a1a}-2.14\%$
test_sample_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 6.9735ms 3.1557ms 316.8859 Ops/s 322.3690 Ops/s $\color{#d91a1a}-1.70\%$
test_sample_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 3.8532ms 3.0285ms 330.1990 Ops/s 342.4544 Ops/s $\color{#d91a1a}-3.58\%$
test_sample_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 7.0022ms 3.1654ms 315.9165 Ops/s 332.6131 Ops/s $\textbf{\color{#d91a1a}-5.02\%}$
test_sample_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 6.3154ms 3.1158ms 320.9438 Ops/s 326.0367 Ops/s $\color{#d91a1a}-1.56\%$
test_iterate_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-4000] 3.6971ms 2.9108ms 343.5445 Ops/s 346.3161 Ops/s $\color{#d91a1a}-0.80\%$
test_iterate_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-10000] 5.6740ms 3.1363ms 318.8491 Ops/s 324.3437 Ops/s $\color{#d91a1a}-1.69\%$
test_iterate_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-10000] 5.8177ms 3.0990ms 322.6816 Ops/s 325.2150 Ops/s $\color{#d91a1a}-0.78\%$
test_iterate_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-4000] 4.4649ms 2.9125ms 343.3432 Ops/s 340.2927 Ops/s $\color{#35bf28}+0.90\%$
test_iterate_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-10000] 5.8690ms 3.0951ms 323.0920 Ops/s 327.5269 Ops/s $\color{#d91a1a}-1.35\%$
test_iterate_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-10000] 6.6215ms 3.1157ms 320.9576 Ops/s 327.7126 Ops/s $\color{#d91a1a}-2.06\%$
test_iterate_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-4000] 3.7858ms 3.0187ms 331.2652 Ops/s 340.7895 Ops/s $\color{#d91a1a}-2.79\%$
test_iterate_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-10000] 6.1086ms 3.1434ms 318.1264 Ops/s 318.1768 Ops/s $\color{#d91a1a}-0.02\%$
test_iterate_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-10000] 6.2555ms 3.1383ms 318.6396 Ops/s 321.4609 Ops/s $\color{#d91a1a}-0.88\%$
test_populate_rb[TensorDictReplayBuffer-ListStorage-RandomSampler-400] 0.3295s 36.9871ms 27.0364 Ops/s 29.5232 Ops/s $\textbf{\color{#d91a1a}-8.42\%}$
test_populate_rb[TensorDictReplayBuffer-LazyMemmapStorage-RandomSampler-400] 0.1813s 30.0515ms 33.2762 Ops/s 30.2997 Ops/s $\textbf{\color{#35bf28}+9.82\%}$
test_populate_rb[TensorDictReplayBuffer-LazyTensorStorage-RandomSampler-400] 0.1782s 33.1306ms 30.1835 Ops/s 33.5379 Ops/s $\textbf{\color{#d91a1a}-10.00\%}$
test_populate_rb[TensorDictReplayBuffer-ListStorage-SamplerWithoutReplacement-400] 0.1841s 30.0278ms 33.3025 Ops/s 30.0730 Ops/s $\textbf{\color{#35bf28}+10.74\%}$
test_populate_rb[TensorDictReplayBuffer-LazyMemmapStorage-SamplerWithoutReplacement-400] 0.1908s 33.9530ms 29.4525 Ops/s 32.3613 Ops/s $\textbf{\color{#d91a1a}-8.99\%}$
test_populate_rb[TensorDictReplayBuffer-LazyTensorStorage-SamplerWithoutReplacement-400] 0.1838s 30.1821ms 33.1323 Ops/s 29.2273 Ops/s $\textbf{\color{#35bf28}+13.36\%}$
test_populate_rb[TensorDictPrioritizedReplayBuffer-ListStorage-None-400] 0.1864s 33.6044ms 29.7580 Ops/s 32.0730 Ops/s $\textbf{\color{#d91a1a}-7.22\%}$
test_populate_rb[TensorDictPrioritizedReplayBuffer-LazyMemmapStorage-None-400] 0.1922s 30.7175ms 32.5548 Ops/s 29.6366 Ops/s $\textbf{\color{#35bf28}+9.85\%}$
test_populate_rb[TensorDictPrioritizedReplayBuffer-LazyTensorStorage-None-400] 0.1923s 33.9804ms 29.4287 Ops/s 29.2134 Ops/s $\color{#35bf28}+0.74\%$

@vmoens vmoens temporarily deployed to pytorchbot-env October 25, 2023 15:11 — with GitHub Actions Inactive
@vmoens vmoens temporarily deployed to pytorchbot-env October 25, 2023 15:11 — with GitHub Actions Inactive
@vmoens vmoens temporarily deployed to pytorchbot-env October 25, 2023 15:11 — with GitHub Actions Inactive
@vmoens vmoens temporarily deployed to pytorchbot-env October 25, 2023 15:11 — with GitHub Actions Inactive
@vmoens vmoens merged commit 1bb192e into main Oct 25, 2023
@vmoens vmoens deleted the release/0.2.1 branch October 25, 2023 15:24
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