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[BugFix] Better repr of lazy stacks #1076

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merged 1 commit into from
Nov 6, 2024
Merged

[BugFix] Better repr of lazy stacks #1076

merged 1 commit into from
Nov 6, 2024

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@vmoens vmoens commented Nov 6, 2024 •
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@vmoens vmoens mentioned this pull request Nov 6, 2024
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$\color{#D29922}\textsf{\Large⚠\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 217. Improved: $\large\color{#35bf28}25$. Worsened: $\large\color{#d91a1a}13$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_plain_set_nested 53.6810μs 17.3672μs 57.5799 KOps/s 54.9837 KOps/s $\color{#35bf28}+4.72\%$
test_plain_set_stack_nested 41.1870μs 17.5980μs 56.8248 KOps/s 54.7021 KOps/s $\color{#35bf28}+3.88\%$
test_plain_set_nested_inplace 59.9120μs 19.0114μs 52.6000 KOps/s 50.2596 KOps/s $\color{#35bf28}+4.66\%$
test_plain_set_stack_nested_inplace 44.7440μs 18.8513μs 53.0467 KOps/s 50.0457 KOps/s $\textbf{\color{#35bf28}+6.00\%}$
test_items 22.4320μs 4.0742μs 245.4488 KOps/s 241.3768 KOps/s $\color{#35bf28}+1.69\%$
test_items_nested 0.5947ms 0.3411ms 2.9321 KOps/s 2.9789 KOps/s $\color{#d91a1a}-1.57\%$
test_items_nested_locked 0.4588ms 0.3401ms 2.9403 KOps/s 2.9728 KOps/s $\color{#d91a1a}-1.09\%$
test_items_nested_leaf 0.1340ms 71.1671μs 14.0514 KOps/s 14.2940 KOps/s $\color{#d91a1a}-1.70\%$
test_items_stack_nested 0.5241ms 0.3431ms 2.9150 KOps/s 2.9531 KOps/s $\color{#d91a1a}-1.29\%$
test_items_stack_nested_leaf 0.1355ms 73.2988μs 13.6428 KOps/s 13.9255 KOps/s $\color{#d91a1a}-2.03\%$
test_items_stack_nested_locked 0.4950ms 0.3420ms 2.9237 KOps/s 2.9553 KOps/s $\color{#d91a1a}-1.07\%$
test_keys 21.0290μs 3.4740μs 287.8495 KOps/s 284.2116 KOps/s $\color{#35bf28}+1.28\%$
test_keys_nested 0.2304ms 0.1374ms 7.2757 KOps/s 7.3662 KOps/s $\color{#d91a1a}-1.23\%$
test_keys_nested_locked 1.9482ms 0.1409ms 7.0957 KOps/s 6.9683 KOps/s $\color{#35bf28}+1.83\%$
test_keys_nested_leaf 0.2213ms 0.1148ms 8.7073 KOps/s 8.4672 KOps/s $\color{#35bf28}+2.84\%$
test_keys_stack_nested 0.2329ms 0.1335ms 7.4907 KOps/s 7.3516 KOps/s $\color{#35bf28}+1.89\%$
test_keys_stack_nested_leaf 0.2039ms 0.1131ms 8.8382 KOps/s 8.5105 KOps/s $\color{#35bf28}+3.85\%$
test_keys_stack_nested_locked 0.2030ms 0.1390ms 7.1932 KOps/s 6.9487 KOps/s $\color{#35bf28}+3.52\%$
test_values 4.5004μs 1.0347μs 966.4913 KOps/s 974.1011 KOps/s $\color{#d91a1a}-0.78\%$
test_values_nested 0.1091ms 55.6029μs 17.9847 KOps/s 18.1615 KOps/s $\color{#d91a1a}-0.97\%$
test_values_nested_locked 0.1258ms 55.4226μs 18.0432 KOps/s 18.1436 KOps/s $\color{#d91a1a}-0.55\%$
test_values_nested_leaf 0.1128ms 59.5822μs 16.7835 KOps/s 16.7788 KOps/s $\color{#35bf28}+0.03\%$
test_values_stack_nested 0.1071ms 57.0728μs 17.5215 KOps/s 17.3921 KOps/s $\color{#35bf28}+0.74\%$
test_values_stack_nested_leaf 0.1133ms 59.7491μs 16.7366 KOps/s 16.8043 KOps/s $\color{#d91a1a}-0.40\%$
test_values_stack_nested_locked 0.1049ms 57.4968μs 17.3923 KOps/s 17.8985 KOps/s $\color{#d91a1a}-2.83\%$
test_membership 4.0490μs 0.7469μs 1.3388 MOps/s 1.4400 MOps/s $\textbf{\color{#d91a1a}-7.03\%}$
test_membership_nested 36.5780μs 2.7506μs 363.5538 KOps/s 370.2335 KOps/s $\color{#d91a1a}-1.80\%$
test_membership_nested_leaf 21.3700μs 2.7202μs 367.6247 KOps/s 364.2112 KOps/s $\color{#35bf28}+0.94\%$
test_membership_stacked_nested 28.4530μs 2.7398μs 364.9898 KOps/s 372.5485 KOps/s $\color{#d91a1a}-2.03\%$
test_membership_stacked_nested_leaf 29.2950μs 2.6992μs 370.4795 KOps/s 364.8796 KOps/s $\color{#35bf28}+1.53\%$
test_membership_nested_last 23.1640μs 4.0713μs 245.6230 KOps/s 246.7485 KOps/s $\color{#d91a1a}-0.46\%$
test_membership_nested_leaf_last 29.7560μs 4.1055μs 243.5753 KOps/s 246.1091 KOps/s $\color{#d91a1a}-1.03\%$
test_membership_stacked_nested_last 28.9640μs 5.6645μs 176.5390 KOps/s 247.4631 KOps/s $\textbf{\color{#d91a1a}-28.66\%}$
test_membership_stacked_nested_leaf_last 36.1280μs 5.6434μs 177.1977 KOps/s 247.6163 KOps/s $\textbf{\color{#d91a1a}-28.44\%}$
test_nested_getleaf 25.7780μs 10.4823μs 95.3986 KOps/s 95.2165 KOps/s $\color{#35bf28}+0.19\%$
test_nested_get 28.7130μs 9.9091μs 100.9168 KOps/s 100.3478 KOps/s $\color{#35bf28}+0.57\%$
test_stacked_getleaf 37.8420μs 10.6578μs 93.8283 KOps/s 95.5410 KOps/s $\color{#d91a1a}-1.79\%$
test_stacked_get 34.5250μs 9.9531μs 100.4707 KOps/s 100.8608 KOps/s $\color{#d91a1a}-0.39\%$
test_nested_getitemleaf 35.0560μs 11.0832μs 90.2269 KOps/s 92.2387 KOps/s $\color{#d91a1a}-2.18\%$
test_nested_getitem 38.8730μs 10.2293μs 97.7583 KOps/s 98.5538 KOps/s $\color{#d91a1a}-0.81\%$
test_stacked_getitemleaf 32.0800μs 11.1268μs 89.8727 KOps/s 91.7299 KOps/s $\color{#d91a1a}-2.02\%$
test_stacked_getitem 31.4090μs 10.1262μs 98.7539 KOps/s 97.5147 KOps/s $\color{#35bf28}+1.27\%$
test_lock_nested 5.2066ms 0.4418ms 2.2633 KOps/s 2.2521 KOps/s $\color{#35bf28}+0.50\%$
test_lock_stack_nested 0.5021ms 0.4068ms 2.4582 KOps/s 2.4097 KOps/s $\color{#35bf28}+2.01\%$
test_unlock_nested 0.8956ms 0.3598ms 2.7793 KOps/s 2.7377 KOps/s $\color{#35bf28}+1.52\%$
test_unlock_stack_nested 0.6949ms 0.3255ms 3.0724 KOps/s 2.9741 KOps/s $\color{#35bf28}+3.31\%$
test_flatten_speed 0.1560ms 91.4200μs 10.9385 KOps/s 11.0594 KOps/s $\color{#d91a1a}-1.09\%$
test_unflatten_speed 0.6367ms 0.4638ms 2.1562 KOps/s 2.1259 KOps/s $\color{#35bf28}+1.42\%$
test_common_ops 4.3356ms 0.7571ms 1.3208 KOps/s 1.2343 KOps/s $\textbf{\color{#35bf28}+7.01\%}$
test_creation 21.1190μs 2.0658μs 484.0628 KOps/s 484.5022 KOps/s $\color{#d91a1a}-0.09\%$
test_creation_empty 38.4630μs 10.1870μs 98.1642 KOps/s 83.0823 KOps/s $\textbf{\color{#35bf28}+18.15\%}$
test_creation_nested_1 42.1790μs 12.9270μs 77.3574 KOps/s 66.1088 KOps/s $\textbf{\color{#35bf28}+17.02\%}$
test_creation_nested_2 62.1860μs 16.7476μs 59.7101 KOps/s 52.4644 KOps/s $\textbf{\color{#35bf28}+13.81\%}$
test_clone 60.0730μs 13.2553μs 75.4414 KOps/s 74.4847 KOps/s $\color{#35bf28}+1.28\%$
test_getitem[int] 1.4174ms 12.4440μs 80.3603 KOps/s 81.0942 KOps/s $\color{#d91a1a}-0.90\%$
test_getitem[slice_int] 0.1404ms 23.0669μs 43.3522 KOps/s 41.7612 KOps/s $\color{#35bf28}+3.81\%$
test_getitem[range] 0.2421ms 47.4819μs 21.0607 KOps/s 20.3268 KOps/s $\color{#35bf28}+3.61\%$
test_getitem[tuple] 0.1394ms 19.4104μs 51.5188 KOps/s 51.5902 KOps/s $\color{#d91a1a}-0.14\%$
test_getitem[list] 0.1616ms 42.9891μs 23.2617 KOps/s 22.9004 KOps/s $\color{#35bf28}+1.58\%$
test_setitem_dim[int] 70.6220μs 25.1133μs 39.8195 KOps/s 38.9654 KOps/s $\color{#35bf28}+2.19\%$
test_setitem_dim[slice_int] 0.2076ms 50.9687μs 19.6199 KOps/s 19.8236 KOps/s $\color{#d91a1a}-1.03\%$
test_setitem_dim[range] 0.1372ms 74.2355μs 13.4706 KOps/s 13.0615 KOps/s $\color{#35bf28}+3.13\%$
test_setitem_dim[tuple] 77.5660μs 40.0243μs 24.9848 KOps/s 24.7311 KOps/s $\color{#35bf28}+1.03\%$
test_setitem 71.1240μs 19.3557μs 51.6643 KOps/s 46.5998 KOps/s $\textbf{\color{#35bf28}+10.87\%}$
test_set 62.1670μs 18.6339μs 53.6656 KOps/s 47.4178 KOps/s $\textbf{\color{#35bf28}+13.18\%}$
test_set_shared 2.1318ms 0.1681ms 5.9505 KOps/s 5.9288 KOps/s $\color{#35bf28}+0.37\%$
test_update 0.1149ms 21.1724μs 47.2313 KOps/s 41.4448 KOps/s $\textbf{\color{#35bf28}+13.96\%}$
test_update_nested 86.6830μs 30.9064μs 32.3557 KOps/s 29.2080 KOps/s $\textbf{\color{#35bf28}+10.78\%}$
test_update__nested 1.0200ms 32.1639μs 31.0908 KOps/s 30.1694 KOps/s $\color{#35bf28}+3.05\%$
test_set_nested 71.3640μs 20.9079μs 47.8289 KOps/s 43.4973 KOps/s $\textbf{\color{#35bf28}+9.96\%}$
test_set_nested_new 81.9840μs 25.7332μs 38.8604 KOps/s 36.0729 KOps/s $\textbf{\color{#35bf28}+7.73\%}$
test_select 93.5850μs 41.5270μs 24.0807 KOps/s 22.5931 KOps/s $\textbf{\color{#35bf28}+6.58\%}$
test_select_nested 0.1405ms 59.3845μs 16.8394 KOps/s 17.0250 KOps/s $\color{#d91a1a}-1.09\%$
test_exclude_nested 0.3482ms 74.5153μs 13.4201 KOps/s 13.5408 KOps/s $\color{#d91a1a}-0.89\%$
test_empty[True] 0.6310ms 0.3452ms 2.8965 KOps/s 2.9054 KOps/s $\color{#d91a1a}-0.31\%$
test_empty[False] 8.9395μs 1.2660μs 789.8834 KOps/s 810.9634 KOps/s $\color{#d91a1a}-2.60\%$
test_unbind_speed 0.3568ms 0.2601ms 3.8450 KOps/s 3.8368 KOps/s $\color{#35bf28}+0.21\%$
test_unbind_speed_stack0 0.4710ms 0.2531ms 3.9514 KOps/s 3.8890 KOps/s $\color{#35bf28}+1.61\%$
test_unbind_speed_stack1 0.1076s 0.7524ms 1.3291 KOps/s 1.5890 KOps/s $\textbf{\color{#d91a1a}-16.35\%}$
test_split 1.7902ms 1.5602ms 640.9603 Ops/s 587.1769 Ops/s $\textbf{\color{#35bf28}+9.16\%}$
test_chunk 92.1879ms 1.8445ms 542.1530 Ops/s 592.5612 Ops/s $\textbf{\color{#d91a1a}-8.51\%}$
test_consolidate_njt[False-None] 8.7679ms 8.0550ms 124.1467 Ops/s 121.7984 Ops/s $\color{#35bf28}+1.93\%$
test_creation[device0] 0.1767ms 90.7818μs 11.0154 KOps/s 10.6997 KOps/s $\color{#35bf28}+2.95\%$
test_creation_from_tensor 3.8072ms 93.6932μs 10.6731 KOps/s 10.5949 KOps/s $\color{#35bf28}+0.74\%$
test_add_one[memmap_tensor0] 0.1070ms 4.9944μs 200.2240 KOps/s 192.5943 KOps/s $\color{#35bf28}+3.96\%$
test_contiguous[memmap_tensor0] 18.9560μs 0.5067μs 1.9734 MOps/s 1.9586 MOps/s $\color{#35bf28}+0.76\%$
test_stack[memmap_tensor0] 33.7630μs 3.5167μs 284.3579 KOps/s 281.8057 KOps/s $\color{#35bf28}+0.91\%$
test_memmaptd_index 1.1275ms 0.2353ms 4.2491 KOps/s 4.1674 KOps/s $\color{#35bf28}+1.96\%$
test_memmaptd_index_astensor 0.6735ms 0.3138ms 3.1869 KOps/s 3.2051 KOps/s $\color{#d91a1a}-0.57\%$
test_memmaptd_index_op 1.0831ms 0.5812ms 1.7207 KOps/s 1.6193 KOps/s $\textbf{\color{#35bf28}+6.26\%}$
test_serialize_model 0.1216s 0.1150s 8.6969 Ops/s 7.7138 Ops/s $\textbf{\color{#35bf28}+12.74\%}$
test_serialize_model_pickle 0.4548s 0.3851s 2.5966 Ops/s 2.4769 Ops/s $\color{#35bf28}+4.83\%$
test_serialize_weights 0.2055s 0.1236s 8.0895 Ops/s 8.9597 Ops/s $\textbf{\color{#d91a1a}-9.71\%}$
test_serialize_weights_returnearly 0.1873s 0.1594s 6.2752 Ops/s 6.3521 Ops/s $\color{#d91a1a}-1.21\%$
test_serialize_weights_pickle 0.5559s 0.4410s 2.2677 Ops/s 2.5107 Ops/s $\textbf{\color{#d91a1a}-9.68\%}$
test_serialize_weights_filesystem 0.1499s 0.1407s 7.1094 Ops/s 6.5418 Ops/s $\textbf{\color{#35bf28}+8.68\%}$
test_serialize_model_filesystem 0.2332s 0.1603s 6.2392 Ops/s 6.7176 Ops/s $\textbf{\color{#d91a1a}-7.12\%}$
test_reshape_pytree 85.8720μs 26.8985μs 37.1768 KOps/s 35.7071 KOps/s $\color{#35bf28}+4.12\%$
test_reshape_td 71.4840μs 32.5468μs 30.7250 KOps/s 32.1192 KOps/s $\color{#d91a1a}-4.34\%$
test_view_pytree 0.1123ms 27.1066μs 36.8914 KOps/s 36.8051 KOps/s $\color{#35bf28}+0.23\%$
test_view_td 84.7990μs 36.4604μs 27.4270 KOps/s 27.5490 KOps/s $\color{#d91a1a}-0.44\%$
test_unbind_pytree 67.3170μs 29.9419μs 33.3980 KOps/s 33.7211 KOps/s $\color{#d91a1a}-0.96\%$
test_unbind_td 0.3282ms 38.5956μs 25.9097 KOps/s 25.7003 KOps/s $\color{#35bf28}+0.81\%$
test_split_pytree 75.1410μs 29.4062μs 34.0064 KOps/s 33.7189 KOps/s $\color{#35bf28}+0.85\%$
test_split_td 0.5271ms 43.0583μs 23.2243 KOps/s 22.9252 KOps/s $\color{#35bf28}+1.30\%$
test_add_pytree 93.6360μs 36.2789μs 27.5642 KOps/s 26.9395 KOps/s $\color{#35bf28}+2.32\%$
test_add_td 0.1542ms 54.1474μs 18.4681 KOps/s 16.6301 KOps/s $\textbf{\color{#35bf28}+11.05\%}$
test_compile_add_one_nested[tensordict-compile] 0.1117ms 61.9473μs 16.1427 KOps/s 15.9877 KOps/s $\color{#35bf28}+0.97\%$
test_compile_add_one_nested[tensordict-eager] 0.3403ms 0.1604ms 6.2348 KOps/s 6.2356 KOps/s $\color{#d91a1a}-0.01\%$
test_compile_add_one_nested[pytree-compile] 0.1078ms 45.5828μs 21.9381 KOps/s 21.5461 KOps/s $\color{#35bf28}+1.82\%$
test_compile_add_one_nested[pytree-eager] 0.2612ms 0.1208ms 8.2753 KOps/s 8.1832 KOps/s $\color{#35bf28}+1.13\%$
test_compile_copy_nested[tensordict-compile] 57.3470μs 25.4410μs 39.3066 KOps/s 38.2567 KOps/s $\color{#35bf28}+2.74\%$
test_compile_copy_nested[tensordict-eager] 0.1428ms 52.8366μs 18.9263 KOps/s 18.7316 KOps/s $\color{#35bf28}+1.04\%$
test_compile_copy_nested[pytree-compile] 0.1670ms 78.2755μs 12.7754 KOps/s 12.5046 KOps/s $\color{#35bf28}+2.17\%$
test_compile_copy_nested[pytree-eager] 0.1304ms 67.6613μs 14.7795 KOps/s 14.6502 KOps/s $\color{#35bf28}+0.88\%$
test_compile_add_one_flat[tensordict-compile] 0.2206ms 0.1047ms 9.5489 KOps/s 9.4646 KOps/s $\color{#35bf28}+0.89\%$
test_compile_add_one_flat[tensordict-eager] 0.3390ms 0.2000ms 4.9998 KOps/s 4.9424 KOps/s $\color{#35bf28}+1.16\%$
test_compile_add_one_flat[tensorclass-compile] 0.1151ms 44.6318μs 22.4055 KOps/s 21.7748 KOps/s $\color{#35bf28}+2.90\%$
test_compile_add_one_flat[tensorclass-eager] 0.4666ms 61.6442μs 16.2221 KOps/s 15.8419 KOps/s $\color{#35bf28}+2.40\%$
test_compile_add_one_flat[pytree-compile] 0.1854ms 0.1023ms 9.7716 KOps/s 9.5790 KOps/s $\color{#35bf28}+2.01\%$
test_compile_add_one_flat[pytree-eager] 0.3883ms 0.2057ms 4.8625 KOps/s 4.8244 KOps/s $\color{#35bf28}+0.79\%$
test_compile_add_self_flat[tensordict-eager] 0.3377ms 0.2125ms 4.7062 KOps/s 4.6870 KOps/s $\color{#35bf28}+0.41\%$
test_compile_add_self_flat[tensordict-compile] 0.2387ms 0.1093ms 9.1509 KOps/s 9.5041 KOps/s $\color{#d91a1a}-3.72\%$
test_compile_add_self_flat[tensorclass-eager] 0.2012ms 54.4157μs 18.3770 KOps/s 18.2391 KOps/s $\color{#35bf28}+0.76\%$
test_compile_add_self_flat[tensorclass-compile] 0.2192ms 46.8783μs 21.3318 KOps/s 21.4608 KOps/s $\color{#d91a1a}-0.60\%$
test_compile_add_self_flat[pytree-eager] 0.2023ms 0.1644ms 6.0812 KOps/s 6.1947 KOps/s $\color{#d91a1a}-1.83\%$
test_compile_add_self_flat[pytree-compile] 0.1857ms 0.1044ms 9.5741 KOps/s 9.4624 KOps/s $\color{#35bf28}+1.18\%$
test_compile_copy_flat[tensordict-compile] 77.9360μs 21.4325μs 46.6581 KOps/s 48.2293 KOps/s $\color{#d91a1a}-3.26\%$
test_compile_copy_flat[tensordict-eager] 0.1279ms 57.6577μs 17.3437 KOps/s 16.9433 KOps/s $\color{#35bf28}+2.36\%$
test_compile_copy_flat[pytree-compile] 0.1447ms 82.5293μs 12.1169 KOps/s 12.1978 KOps/s $\color{#d91a1a}-0.66\%$
test_compile_copy_flat[pytree-eager] 0.1301ms 69.8363μs 14.3192 KOps/s 14.5506 KOps/s $\color{#d91a1a}-1.59\%$
test_compile_assign_and_add[tensordict-compile] 0.3026ms 0.2096ms 4.7716 KOps/s 4.7223 KOps/s $\color{#35bf28}+1.04\%$
test_compile_assign_and_add[tensordict-eager] 1.4128ms 1.2896ms 775.4208 Ops/s 766.6530 Ops/s $\color{#35bf28}+1.14\%$
test_compile_assign_and_add[pytree-compile] 0.2803ms 0.2033ms 4.9196 KOps/s 4.9012 KOps/s $\color{#35bf28}+0.37\%$
test_compile_assign_and_add[pytree-eager] 1.6469ms 0.7938ms 1.2597 KOps/s 1.2422 KOps/s $\color{#35bf28}+1.41\%$
test_compile_assign_and_add_stack[compile] 0.7599ms 0.4557ms 2.1945 KOps/s 2.1827 KOps/s $\color{#35bf28}+0.54\%$
test_compile_assign_and_add_stack[eager] 4.5998ms 2.6544ms 376.7362 Ops/s 367.0909 Ops/s $\color{#35bf28}+2.63\%$
test_compile_indexing[tensor-tensordict-compile] 0.1029ms 37.3042μs 26.8066 KOps/s 27.9354 KOps/s $\color{#d91a1a}-4.04\%$
test_compile_indexing[tensor-tensordict-eager] 0.4334ms 33.4739μs 29.8740 KOps/s 30.4202 KOps/s $\color{#d91a1a}-1.80\%$
test_compile_indexing[tensor-tensorclass-compile] 86.4920μs 29.9267μs 33.4149 KOps/s 34.1300 KOps/s $\color{#d91a1a}-2.10\%$
test_compile_indexing[tensor-tensorclass-eager] 84.2180μs 23.6075μs 42.3594 KOps/s 41.8739 KOps/s $\color{#35bf28}+1.16\%$
test_compile_indexing[tensor-pytree-compile] 72.9170μs 30.6449μs 32.6319 KOps/s 33.3198 KOps/s $\color{#d91a1a}-2.06\%$
test_compile_indexing[tensor-pytree-eager] 73.1070μs 23.8572μs 41.9160 KOps/s 42.5251 KOps/s $\color{#d91a1a}-1.43\%$
test_compile_indexing[slice-tensordict-compile] 0.1496ms 52.5662μs 19.0236 KOps/s 19.7320 KOps/s $\color{#d91a1a}-3.59\%$
test_compile_indexing[slice-tensordict-eager] 0.4422ms 18.5012μs 54.0505 KOps/s 50.1013 KOps/s $\textbf{\color{#35bf28}+7.88\%}$
test_compile_indexing[slice-tensorclass-compile] 0.1114ms 44.1594μs 22.6452 KOps/s 22.8040 KOps/s $\color{#d91a1a}-0.70\%$
test_compile_indexing[slice-tensorclass-eager] 69.3610μs 18.7885μs 53.2240 KOps/s 52.1680 KOps/s $\color{#35bf28}+2.02\%$
test_compile_indexing[slice-pytree-compile] 0.1287ms 45.2598μs 22.0946 KOps/s 22.6154 KOps/s $\color{#d91a1a}-2.30\%$
test_compile_indexing[slice-pytree-eager] 59.6410μs 18.8256μs 53.1190 KOps/s 52.6519 KOps/s $\color{#35bf28}+0.89\%$
test_compile_indexing[int-tensordict-compile] 0.1324ms 53.6252μs 18.6479 KOps/s 19.4865 KOps/s $\color{#d91a1a}-4.30\%$
test_compile_indexing[int-tensordict-eager] 0.8563ms 18.6833μs 53.5238 KOps/s 50.3021 KOps/s $\textbf{\color{#35bf28}+6.40\%}$
test_compile_indexing[int-tensorclass-compile] 0.1421ms 45.5081μs 21.9741 KOps/s 22.5851 KOps/s $\color{#d91a1a}-2.71\%$
test_compile_indexing[int-tensorclass-eager] 58.8400μs 18.8832μs 52.9572 KOps/s 53.1122 KOps/s $\color{#d91a1a}-0.29\%$
test_compile_indexing[int-pytree-compile] 0.1116ms 45.4677μs 21.9936 KOps/s 22.5833 KOps/s $\color{#d91a1a}-2.61\%$
test_compile_indexing[int-pytree-eager] 52.9290μs 18.6766μs 53.5428 KOps/s 53.3860 KOps/s $\color{#35bf28}+0.29\%$
test_mod_add[eager] 85.1590μs 26.5656μs 37.6427 KOps/s 36.4452 KOps/s $\color{#35bf28}+3.29\%$
test_mod_add[compile] 87.7040μs 44.9307μs 22.2565 KOps/s 22.6155 KOps/s $\color{#d91a1a}-1.59\%$
test_mod_add[compile-overhead] 0.1090ms 44.6655μs 22.3886 KOps/s 22.2786 KOps/s $\color{#35bf28}+0.49\%$
test_mod_wrap[eager] 0.4061ms 0.2103ms 4.7548 KOps/s 4.7084 KOps/s $\color{#35bf28}+0.98\%$
test_mod_wrap[compile] 1.3104ms 0.2052ms 4.8721 KOps/s 4.9012 KOps/s $\color{#d91a1a}-0.59\%$
test_mod_wrap[compile-overhead] 1.3946ms 0.1993ms 5.0171 KOps/s 4.9667 KOps/s $\color{#35bf28}+1.01\%$
test_mod_wrap_and_backward[eager] 16.1648ms 11.7337ms 85.2249 Ops/s 84.4811 Ops/s $\color{#35bf28}+0.88\%$
test_mod_wrap_and_backward[compile] 15.7440ms 13.1389ms 76.1101 Ops/s 73.8649 Ops/s $\color{#35bf28}+3.04\%$
test_mod_wrap_and_backward[compile-overhead] 19.5961ms 12.9941ms 76.9582 Ops/s 77.1895 Ops/s $\color{#d91a1a}-0.30\%$
test_seq_add[eager] 0.2049ms 93.8364μs 10.6568 KOps/s 10.5469 KOps/s $\color{#35bf28}+1.04\%$
test_seq_add[compile] 0.1514ms 60.2857μs 16.5877 KOps/s 16.1993 KOps/s $\color{#35bf28}+2.40\%$
test_seq_add[compile-overhead] 0.1171ms 58.2528μs 17.1666 KOps/s 16.4974 KOps/s $\color{#35bf28}+4.06\%$
test_seq_wrap[eager] 0.7235ms 0.3869ms 2.5846 KOps/s 2.5015 KOps/s $\color{#35bf28}+3.32\%$
test_seq_wrap[compile] 0.4066ms 0.2259ms 4.4261 KOps/s 4.3583 KOps/s $\color{#35bf28}+1.55\%$
test_seq_wrap[compile-overhead] 0.3126ms 0.2216ms 4.5133 KOps/s 4.3252 KOps/s $\color{#35bf28}+4.35\%$
test_func_call_runtime[False-eager] 0.9583ms 0.5403ms 1.8508 KOps/s 1.8136 KOps/s $\color{#35bf28}+2.05\%$
test_func_call_runtime[False-compile] 0.7971ms 0.4278ms 2.3374 KOps/s 2.2955 KOps/s $\color{#35bf28}+1.83\%$
test_func_call_runtime[False-compile-overhead] 0.5384ms 0.4224ms 2.3675 KOps/s 2.2901 KOps/s $\color{#35bf28}+3.38\%$
test_func_call_runtime[True-eager] 0.9169ms 0.7474ms 1.3380 KOps/s 1.3125 KOps/s $\color{#35bf28}+1.94\%$
test_func_call_runtime[True-compile] 0.8573ms 0.4714ms 2.1212 KOps/s 2.1104 KOps/s $\color{#35bf28}+0.51\%$
test_func_call_runtime[True-compile-overhead] 0.5785ms 0.4698ms 2.1288 KOps/s 2.0770 KOps/s $\color{#35bf28}+2.49\%$
test_func_call_cm_runtime[False-eager] 1.0600ms 0.5440ms 1.8382 KOps/s 1.8427 KOps/s $\color{#d91a1a}-0.24\%$
test_func_call_cm_runtime[False-compile] 0.5424ms 0.4279ms 2.3372 KOps/s 2.3054 KOps/s $\color{#35bf28}+1.38\%$
test_func_call_cm_runtime[False-compile-overhead] 0.5278ms 0.4285ms 2.3337 KOps/s 2.3092 KOps/s $\color{#35bf28}+1.06\%$
test_func_call_cm_runtime[True-eager] 1.4430ms 0.8948ms 1.1175 KOps/s 1.1149 KOps/s $\color{#35bf28}+0.24\%$
test_func_call_cm_runtime[True-compile] 0.7507ms 0.4935ms 2.0263 KOps/s 1.9907 KOps/s $\color{#35bf28}+1.79\%$
test_func_call_cm_runtime[True-compile-overhead] 0.8861ms 0.4935ms 2.0262 KOps/s 1.9926 KOps/s $\color{#35bf28}+1.69\%$
test_vmap_func_call_cm_runtime[eager] 2.7281ms 1.8595ms 537.7791 Ops/s 521.5600 Ops/s $\color{#35bf28}+3.11\%$
test_vmap_func_call_cm_runtime[compile] 0.9260ms 0.5147ms 1.9429 KOps/s 1.8686 KOps/s $\color{#35bf28}+3.98\%$
test_vmap_func_call_cm_runtime[compile-overhead] 0.6265ms 0.5126ms 1.9510 KOps/s 1.8625 KOps/s $\color{#35bf28}+4.75\%$
test_distributed 0.3312ms 0.1253ms 7.9835 KOps/s 7.6101 KOps/s $\color{#35bf28}+4.91\%$
test_tdmodule 71.9840μs 18.3626μs 54.4585 KOps/s 46.7693 KOps/s $\textbf{\color{#35bf28}+16.44\%}$
test_tdmodule_dispatch 55.9450μs 36.4539μs 27.4319 KOps/s 25.3525 KOps/s $\textbf{\color{#35bf28}+8.20\%}$
test_tdseq 44.6130μs 21.3200μs 46.9042 KOps/s 43.5719 KOps/s $\textbf{\color{#35bf28}+7.65\%}$
test_tdseq_dispatch 63.7290μs 41.9255μs 23.8519 KOps/s 22.3642 KOps/s $\textbf{\color{#35bf28}+6.65\%}$
test_instantiation_functorch 2.0149ms 1.5228ms 656.6669 Ops/s 655.2430 Ops/s $\color{#35bf28}+0.22\%$
test_exec_functorch 0.2898ms 0.1790ms 5.5866 KOps/s 5.5526 KOps/s $\color{#35bf28}+0.61\%$
test_exec_functional_call 0.4236ms 0.1715ms 5.8300 KOps/s 5.8456 KOps/s $\color{#d91a1a}-0.27\%$
test_exec_td_decorator 0.4430ms 0.2256ms 4.4332 KOps/s 4.4517 KOps/s $\color{#d91a1a}-0.42\%$
test_vmap_mlp_speed_decorator[True-True] 0.9670ms 0.6262ms 1.5970 KOps/s 1.5327 KOps/s $\color{#35bf28}+4.20\%$
test_vmap_mlp_speed_decorator[True-False] 1.1542ms 0.6348ms 1.5752 KOps/s 1.4984 KOps/s $\textbf{\color{#35bf28}+5.12\%}$
test_vmap_mlp_speed_decorator[False-True] 0.6928ms 0.5108ms 1.9579 KOps/s 1.8724 KOps/s $\color{#35bf28}+4.56\%$
test_vmap_mlp_speed_decorator[False-False] 0.6299ms 0.5102ms 1.9601 KOps/s 1.8768 KOps/s $\color{#35bf28}+4.44\%$
test_to_module_speed[True] 2.0509ms 1.3051ms 766.2158 Ops/s 769.4951 Ops/s $\color{#d91a1a}-0.43\%$
test_to_module_speed[False] 1.6795ms 1.2638ms 791.2914 Ops/s 799.8932 Ops/s $\color{#d91a1a}-1.08\%$
test_tc_init 0.1331ms 44.7368μs 22.3530 KOps/s 21.8502 KOps/s $\color{#35bf28}+2.30\%$
test_tc_init_nested 0.1581ms 84.7442μs 11.8002 KOps/s 10.8135 KOps/s $\textbf{\color{#35bf28}+9.12\%}$
test_tc_first_layer_tensor 37.4300μs 1.5050μs 664.4648 KOps/s 659.1101 KOps/s $\color{#35bf28}+0.81\%$
test_tc_first_layer_nontensor 26.1490μs 4.6314μs 215.9176 KOps/s 213.6458 KOps/s $\color{#35bf28}+1.06\%$
test_tc_second_layer_tensor 38.3110μs 2.8013μs 356.9792 KOps/s 360.9306 KOps/s $\color{#d91a1a}-1.09\%$
test_tc_second_layer_nontensor 35.1650μs 5.9543μs 167.9464 KOps/s 168.7486 KOps/s $\color{#d91a1a}-0.48\%$
test_unbind 0.2154s 13.3603ms 74.8488 Ops/s 83.4037 Ops/s $\textbf{\color{#d91a1a}-10.26\%}$
test_full_like 14.7735ms 12.9095ms 77.4623 Ops/s 143.0219 Ops/s $\textbf{\color{#d91a1a}-45.84\%}$
test_zeros_like 11.5579ms 7.2392ms 138.1371 Ops/s 371.8699 Ops/s $\textbf{\color{#d91a1a}-62.85\%}$
test_ones_like 14.7841ms 7.4488ms 134.2490 Ops/s 319.7593 Ops/s $\textbf{\color{#d91a1a}-58.02\%}$
test_clone 14.3271ms 8.7731ms 113.9852 Ops/s 204.6920 Ops/s $\textbf{\color{#d91a1a}-44.31\%}$
test_squeeze 57.6580μs 11.7628μs 85.0141 KOps/s 85.2087 KOps/s $\color{#d91a1a}-0.23\%$
test_unsqueeze 0.1601ms 90.1386μs 11.0940 KOps/s 11.3528 KOps/s $\color{#d91a1a}-2.28\%$
test_split 0.4636ms 0.1870ms 5.3475 KOps/s 5.3382 KOps/s $\color{#35bf28}+0.17\%$
test_permute 0.4036ms 0.2182ms 4.5826 KOps/s 4.6172 KOps/s $\color{#d91a1a}-0.75\%$
test_stack 26.9269ms 24.0736ms 41.5393 Ops/s 41.2286 Ops/s $\color{#35bf28}+0.75\%$
test_cat 24.3831ms 23.9502ms 41.7534 Ops/s 42.0149 Ops/s $\color{#d91a1a}-0.62\%$

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

Total Benchmarks: 229. Improved: $\large\color{#35bf28}10$. Worsened: $\large\color{#d91a1a}14$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_plain_set_nested 34.6020μs 10.1823μs 98.2093 KOps/s 96.0977 KOps/s $\color{#35bf28}+2.20\%$
test_plain_set_stack_nested 43.5830μs 10.2484μs 97.5760 KOps/s 95.5481 KOps/s $\color{#35bf28}+2.12\%$
test_plain_set_nested_inplace 72.4540μs 11.0967μs 90.1167 KOps/s 88.5409 KOps/s $\color{#35bf28}+1.78\%$
test_plain_set_stack_nested_inplace 38.1620μs 11.1174μs 89.9490 KOps/s 88.9636 KOps/s $\color{#35bf28}+1.11\%$
test_items 0.1199ms 3.0279μs 330.2618 KOps/s 341.5931 KOps/s $\color{#d91a1a}-3.32\%$
test_items_nested 0.3460ms 0.3212ms 3.1131 KOps/s 3.1514 KOps/s $\color{#d91a1a}-1.22\%$
test_items_nested_locked 0.3646ms 0.3205ms 3.1197 KOps/s 3.1312 KOps/s $\color{#d91a1a}-0.37\%$
test_items_nested_leaf 0.1249ms 58.4615μs 17.1053 KOps/s 17.2946 KOps/s $\color{#d91a1a}-1.09\%$
test_items_stack_nested 0.3677ms 0.3231ms 3.0949 KOps/s 3.1258 KOps/s $\color{#d91a1a}-0.99\%$
test_items_stack_nested_leaf 0.1721ms 59.1416μs 16.9086 KOps/s 16.8794 KOps/s $\color{#35bf28}+0.17\%$
test_items_stack_nested_locked 0.4062ms 0.3220ms 3.1052 KOps/s 3.1143 KOps/s $\color{#d91a1a}-0.29\%$
test_keys 30.8210μs 3.4441μs 290.3512 KOps/s 290.2077 KOps/s $\color{#35bf28}+0.05\%$
test_keys_nested 0.1417ms 70.3943μs 14.2057 KOps/s 14.2523 KOps/s $\color{#d91a1a}-0.33\%$
test_keys_nested_locked 2.8584ms 75.7368μs 13.2036 KOps/s 13.1367 KOps/s $\color{#35bf28}+0.51\%$
test_keys_nested_leaf 91.6750μs 61.2345μs 16.3307 KOps/s 16.2369 KOps/s $\color{#35bf28}+0.58\%$
test_keys_stack_nested 0.1120ms 70.7067μs 14.1429 KOps/s 13.9740 KOps/s $\color{#35bf28}+1.21\%$
test_keys_stack_nested_leaf 0.1000ms 61.7243μs 16.2011 KOps/s 15.8775 KOps/s $\color{#35bf28}+2.04\%$
test_keys_stack_nested_locked 0.1318ms 76.1715μs 13.1283 KOps/s 13.1489 KOps/s $\color{#d91a1a}-0.16\%$
test_values 6.6837μs 0.8438μs 1.1851 MOps/s 1.1869 MOps/s $\color{#d91a1a}-0.15\%$
test_values_nested 54.5230μs 31.2133μs 32.0377 KOps/s 32.1917 KOps/s $\color{#d91a1a}-0.48\%$
test_values_nested_locked 55.8930μs 32.7872μs 30.4997 KOps/s 30.7028 KOps/s $\color{#d91a1a}-0.66\%$
test_values_nested_leaf 0.1004ms 33.8820μs 29.5142 KOps/s 29.8666 KOps/s $\color{#d91a1a}-1.18\%$
test_values_stack_nested 69.0540μs 31.6986μs 31.5471 KOps/s 31.4536 KOps/s $\color{#35bf28}+0.30\%$
test_values_stack_nested_leaf 57.8930μs 34.2329μs 29.2117 KOps/s 29.1563 KOps/s $\color{#35bf28}+0.19\%$
test_values_stack_nested_locked 64.3630μs 33.0975μs 30.2138 KOps/s 30.1436 KOps/s $\color{#35bf28}+0.23\%$
test_membership 1.9426μs 0.5048μs 1.9810 MOps/s 1.9814 MOps/s $\color{#d91a1a}-0.02\%$
test_membership_nested 14.5755μs 1.9122μs 522.9489 KOps/s 520.4250 KOps/s $\color{#35bf28}+0.48\%$
test_membership_nested_leaf 93.8245μs 1.9286μs 518.5127 KOps/s 509.5950 KOps/s $\color{#35bf28}+1.75\%$
test_membership_stacked_nested 26.3020μs 2.0122μs 496.9590 KOps/s 503.2057 KOps/s $\color{#d91a1a}-1.24\%$
test_membership_stacked_nested_leaf 18.0610μs 2.0180μs 495.5288 KOps/s 498.3972 KOps/s $\color{#d91a1a}-0.58\%$
test_membership_nested_last 28.6720μs 2.8333μs 352.9478 KOps/s 356.4412 KOps/s $\color{#d91a1a}-0.98\%$
test_membership_nested_leaf_last 25.7510μs 2.8615μs 349.4680 KOps/s 349.9063 KOps/s $\color{#d91a1a}-0.13\%$
test_membership_stacked_nested_last 27.6110μs 3.2908μs 303.8770 KOps/s 305.7269 KOps/s $\color{#d91a1a}-0.61\%$
test_membership_stacked_nested_leaf_last 31.9920μs 3.2971μs 303.2939 KOps/s 307.6735 KOps/s $\color{#d91a1a}-1.42\%$
test_nested_getleaf 27.2920μs 5.9865μs 167.0418 KOps/s 165.3164 KOps/s $\color{#35bf28}+1.04\%$
test_nested_get 30.8820μs 5.7015μs 175.3922 KOps/s 174.9582 KOps/s $\color{#35bf28}+0.25\%$
test_stacked_getleaf 88.8750μs 6.0001μs 166.6630 KOps/s 167.2222 KOps/s $\color{#d91a1a}-0.33\%$
test_stacked_get 38.8620μs 5.6623μs 176.6064 KOps/s 174.3474 KOps/s $\color{#35bf28}+1.30\%$
test_nested_getitemleaf 30.7310μs 6.0775μs 164.5410 KOps/s 163.6658 KOps/s $\color{#35bf28}+0.53\%$
test_nested_getitem 34.7420μs 5.7650μs 173.4608 KOps/s 171.2445 KOps/s $\color{#35bf28}+1.29\%$
test_stacked_getitemleaf 31.6310μs 6.0850μs 164.3392 KOps/s 163.9898 KOps/s $\color{#35bf28}+0.21\%$
test_stacked_getitem 0.1676ms 5.7515μs 173.8664 KOps/s 173.8906 KOps/s $\color{#d91a1a}-0.01\%$
test_lock_nested 7.3868ms 0.3735ms 2.6775 KOps/s 2.7504 KOps/s $\color{#d91a1a}-2.65\%$
test_lock_stack_nested 0.4638ms 0.3367ms 2.9699 KOps/s 3.0369 KOps/s $\color{#d91a1a}-2.21\%$
test_unlock_nested 0.7822ms 0.3076ms 3.2509 KOps/s 3.3455 KOps/s $\color{#d91a1a}-2.83\%$
test_unlock_stack_nested 0.3093ms 0.2769ms 3.6117 KOps/s 3.7370 KOps/s $\color{#d91a1a}-3.35\%$
test_flatten_speed 94.5150μs 72.1598μs 13.8581 KOps/s 13.9019 KOps/s $\color{#d91a1a}-0.31\%$
test_unflatten_speed 0.3245ms 0.2914ms 3.4314 KOps/s 3.4526 KOps/s $\color{#d91a1a}-0.61\%$
test_common_ops 1.7633ms 0.5807ms 1.7221 KOps/s 1.7360 KOps/s $\color{#d91a1a}-0.80\%$
test_creation 0.1605ms 1.5040μs 664.9141 KOps/s 666.3993 KOps/s $\color{#d91a1a}-0.22\%$
test_creation_empty 39.2020μs 6.7715μs 147.6772 KOps/s 141.0319 KOps/s $\color{#35bf28}+4.71\%$
test_creation_nested_1 31.9920μs 8.2945μs 120.5611 KOps/s 117.2644 KOps/s $\color{#35bf28}+2.81\%$
test_creation_nested_2 44.5730μs 10.8119μs 92.4910 KOps/s 89.8967 KOps/s $\color{#35bf28}+2.89\%$
test_clone 45.8920μs 10.8592μs 92.0881 KOps/s 97.4668 KOps/s $\textbf{\color{#d91a1a}-5.52\%}$
test_getitem[int] 1.4610ms 11.1550μs 89.6456 KOps/s 95.5430 KOps/s $\textbf{\color{#d91a1a}-6.17\%}$
test_getitem[slice_int] 0.1919ms 21.5484μs 46.4072 KOps/s 46.8747 KOps/s $\color{#d91a1a}-1.00\%$
test_getitem[range] 0.1455ms 39.5678μs 25.2730 KOps/s 26.4961 KOps/s $\color{#d91a1a}-4.62\%$
test_getitem[tuple] 0.2542ms 18.8717μs 52.9893 KOps/s 54.1124 KOps/s $\color{#d91a1a}-2.08\%$
test_getitem[list] 0.2540ms 33.8003μs 29.5855 KOps/s 30.4636 KOps/s $\color{#d91a1a}-2.88\%$
test_setitem_dim[int] 91.4140μs 19.7121μs 50.7303 KOps/s 51.5893 KOps/s $\color{#d91a1a}-1.67\%$
test_setitem_dim[slice_int] 60.4930μs 38.6624μs 25.8649 KOps/s 24.4998 KOps/s $\textbf{\color{#35bf28}+5.57\%}$
test_setitem_dim[range] 0.1878ms 55.1011μs 18.1485 KOps/s 17.9889 KOps/s $\color{#35bf28}+0.89\%$
test_setitem_dim[tuple] 71.0030μs 33.6152μs 29.7484 KOps/s 31.6501 KOps/s $\textbf{\color{#d91a1a}-6.01\%}$
test_setitem 92.8640μs 14.6095μs 68.4487 KOps/s 70.7637 KOps/s $\color{#d91a1a}-3.27\%$
test_set 88.2950μs 14.2060μs 70.3927 KOps/s 72.6478 KOps/s $\color{#d91a1a}-3.10\%$
test_set_shared 1.6216ms 0.1469ms 6.8083 KOps/s 6.8398 KOps/s $\color{#d91a1a}-0.46\%$
test_update 0.4915ms 17.2070μs 58.1159 KOps/s 64.1102 KOps/s $\textbf{\color{#d91a1a}-9.35\%}$
test_update_nested 0.2869ms 21.0562μs 47.4919 KOps/s 49.8554 KOps/s $\color{#d91a1a}-4.74\%$
test_update__nested 0.1381ms 24.3879μs 41.0040 KOps/s 42.5880 KOps/s $\color{#d91a1a}-3.72\%$
test_set_nested 89.4440μs 15.1303μs 66.0927 KOps/s 68.8897 KOps/s $\color{#d91a1a}-4.06\%$
test_set_nested_new 85.3740μs 17.4302μs 57.3718 KOps/s 59.1747 KOps/s $\color{#d91a1a}-3.05\%$
test_select 0.1669ms 28.8220μs 34.6957 KOps/s 35.4121 KOps/s $\color{#d91a1a}-2.02\%$
test_select_nested 74.6340μs 41.9757μs 23.8233 KOps/s 23.9014 KOps/s $\color{#d91a1a}-0.33\%$
test_exclude_nested 89.1850μs 59.3023μs 16.8627 KOps/s 16.8871 KOps/s $\color{#d91a1a}-0.14\%$
test_empty[True] 0.2988ms 0.2562ms 3.9036 KOps/s 3.8635 KOps/s $\color{#35bf28}+1.04\%$
test_empty[False] 3.5592μs 0.7370μs 1.3568 MOps/s 1.3372 MOps/s $\color{#35bf28}+1.46\%$
test_to 86.7140μs 54.6000μs 18.3150 KOps/s 18.2256 KOps/s $\color{#35bf28}+0.49\%$
test_to_nonblocking 0.1991ms 49.3272μs 20.2728 KOps/s 20.5791 KOps/s $\color{#d91a1a}-1.49\%$
test_unbind_speed 0.2765ms 0.2361ms 4.2355 KOps/s 4.3327 KOps/s $\color{#d91a1a}-2.24\%$
test_unbind_speed_stack0 0.3613ms 0.2321ms 4.3091 KOps/s 4.3425 KOps/s $\color{#d91a1a}-0.77\%$
test_unbind_speed_stack1 94.1598ms 0.6549ms 1.5269 KOps/s 1.5511 KOps/s $\color{#d91a1a}-1.56\%$
test_split 96.2714ms 1.5898ms 629.0144 Ops/s 624.6448 Ops/s $\color{#35bf28}+0.70\%$
test_chunk 96.3091ms 1.6105ms 620.9378 Ops/s 623.5865 Ops/s $\color{#d91a1a}-0.42\%$
test_consolidate[False-None] 97.7003ms 2.9383ms 340.3313 Ops/s 337.4637 Ops/s $\color{#35bf28}+0.85\%$
test_consolidate[default-None] 2.0288ms 1.6364ms 611.0972 Ops/s 605.2933 Ops/s $\color{#35bf28}+0.96\%$
test_consolidate[reduce-overhead-None] 1.8039ms 1.6567ms 603.6228 Ops/s 589.9326 Ops/s $\color{#35bf28}+2.32\%$
test_consolidate_njt[False-None] 7.1847ms 6.6851ms 149.5854 Ops/s 151.3051 Ops/s $\color{#d91a1a}-1.14\%$
test_to[False-False-None] 2.1584ms 1.7508ms 571.1705 Ops/s 574.0497 Ops/s $\color{#d91a1a}-0.50\%$
test_to[True-False-None] 1.7964ms 1.3909ms 718.9706 Ops/s 743.3893 Ops/s $\color{#d91a1a}-3.28\%$
test_to[within-False-None] 0.3449s 5.5174ms 181.2453 Ops/s 243.9720 Ops/s $\textbf{\color{#d91a1a}-25.71\%}$
test_to[True-default-None] 5.7705ms 5.2938ms 188.9005 Ops/s 198.8959 Ops/s $\textbf{\color{#d91a1a}-5.03\%}$
test_to_njt[False-False-None] 7.5253ms 7.0966ms 140.9134 Ops/s 143.9289 Ops/s $\color{#d91a1a}-2.10\%$
test_to_njt[True-False-None] 6.2410ms 5.6222ms 177.8663 Ops/s 173.3391 Ops/s $\color{#35bf28}+2.61\%$
test_to_njt[within-False-None] 13.1502ms 12.5742ms 79.5280 Ops/s 77.2664 Ops/s $\color{#35bf28}+2.93\%$
test_creation[device0] 0.4768ms 83.8392μs 11.9276 KOps/s 12.0450 KOps/s $\color{#d91a1a}-0.97\%$
test_creation_from_tensor 0.5124ms 87.5003μs 11.4285 KOps/s 11.3559 KOps/s $\color{#35bf28}+0.64\%$
test_add_one[memmap_tensor0] 0.3972ms 7.3130μs 136.7423 KOps/s 144.7304 KOps/s $\textbf{\color{#d91a1a}-5.52\%}$
test_contiguous[memmap_tensor0] 19.5835μs 0.4237μs 2.3601 MOps/s 2.3249 MOps/s $\color{#35bf28}+1.52\%$
test_stack[memmap_tensor0] 0.4015ms 4.6134μs 216.7609 KOps/s 228.9296 KOps/s $\textbf{\color{#d91a1a}-5.32\%}$
test_memmaptd_index 2.0482ms 0.2595ms 3.8534 KOps/s 4.0430 KOps/s $\color{#d91a1a}-4.69\%$
test_memmaptd_index_astensor 0.5922ms 0.3209ms 3.1158 KOps/s 3.2634 KOps/s $\color{#d91a1a}-4.52\%$
test_memmaptd_index_op 0.9944ms 0.5790ms 1.7271 KOps/s 1.7834 KOps/s $\color{#d91a1a}-3.16\%$
test_serialize_model 0.1305s 0.1298s 7.7029 Ops/s 5.3945 Ops/s $\textbf{\color{#35bf28}+42.79\%}$
test_serialize_model_pickle 1.3625s 1.2181s 0.8210 Ops/s 0.8230 Ops/s $\color{#d91a1a}-0.25\%$
test_serialize_weights 0.1303s 0.1295s 7.7201 Ops/s 7.6822 Ops/s $\color{#35bf28}+0.49\%$
test_serialize_weights_returnearly 0.3742s 68.5731ms 14.5830 Ops/s 23.4360 Ops/s $\textbf{\color{#d91a1a}-37.78\%}$
test_serialize_weights_pickle 1.3485s 1.2114s 0.8255 Ops/s 0.8152 Ops/s $\color{#35bf28}+1.26\%$
test_reshape_pytree 0.1569ms 22.3953μs 44.6522 KOps/s 44.5657 KOps/s $\color{#35bf28}+0.19\%$
test_reshape_td 0.1596ms 27.0213μs 37.0079 KOps/s 37.6589 KOps/s $\color{#d91a1a}-1.73\%$
test_view_pytree 0.1348ms 22.1948μs 45.0555 KOps/s 45.5099 KOps/s $\color{#d91a1a}-1.00\%$
test_view_td 0.1678ms 29.7875μs 33.5712 KOps/s 35.0475 KOps/s $\color{#d91a1a}-4.21\%$
test_unbind_pytree 80.1440μs 27.8077μs 35.9613 KOps/s 36.2657 KOps/s $\color{#d91a1a}-0.84\%$
test_unbind_td 0.6383ms 35.4146μs 28.2369 KOps/s 28.1515 KOps/s $\color{#35bf28}+0.30\%$
test_split_pytree 0.1484ms 29.8239μs 33.5301 KOps/s 34.0598 KOps/s $\color{#d91a1a}-1.56\%$
test_split_td 0.7539ms 38.6296μs 25.8869 KOps/s 25.9459 KOps/s $\color{#d91a1a}-0.23\%$
test_add_pytree 0.1490ms 34.6833μs 28.8323 KOps/s 28.3500 KOps/s $\color{#35bf28}+1.70\%$
test_add_td 0.1514ms 45.9897μs 21.7440 KOps/s 20.6874 KOps/s $\textbf{\color{#35bf28}+5.11\%}$
test_compile_add_one_nested[tensordict-compile] 0.1703ms 0.1210ms 8.2634 KOps/s 7.9847 KOps/s $\color{#35bf28}+3.49\%$
test_compile_add_one_nested[tensordict-eager] 0.2697ms 0.1249ms 8.0091 KOps/s 7.7121 KOps/s $\color{#35bf28}+3.85\%$
test_compile_add_one_nested[pytree-compile] 0.2426ms 0.1010ms 9.8961 KOps/s 9.8052 KOps/s $\color{#35bf28}+0.93\%$
test_compile_add_one_nested[pytree-eager] 1.1111ms 0.1540ms 6.4951 KOps/s 6.3616 KOps/s $\color{#35bf28}+2.10\%$
test_compile_copy_nested[tensordict-compile] 0.1040ms 23.1066μs 43.2777 KOps/s 42.1182 KOps/s $\color{#35bf28}+2.75\%$
test_compile_copy_nested[tensordict-eager] 0.1146ms 27.0778μs 36.9307 KOps/s 35.3962 KOps/s $\color{#35bf28}+4.34\%$
test_compile_copy_nested[pytree-compile] 0.2246ms 64.7517μs 15.4436 KOps/s 15.2846 KOps/s $\color{#35bf28}+1.04\%$
test_compile_copy_nested[pytree-eager] 0.1656ms 49.5018μs 20.2013 KOps/s 20.2421 KOps/s $\color{#d91a1a}-0.20\%$
test_compile_add_one_flat[tensordict-compile] 0.2933ms 0.1458ms 6.8600 KOps/s 6.7018 KOps/s $\color{#35bf28}+2.36\%$
test_compile_add_one_flat[tensordict-eager] 0.3531ms 0.2100ms 4.7609 KOps/s 4.7469 KOps/s $\color{#35bf28}+0.29\%$
test_compile_add_one_flat[tensorclass-compile] 0.2471ms 0.1005ms 9.9519 KOps/s 10.0067 KOps/s $\color{#d91a1a}-0.55\%$
test_compile_add_one_flat[tensorclass-eager] 0.1980ms 53.6061μs 18.6546 KOps/s 17.8991 KOps/s $\color{#35bf28}+4.22\%$
test_compile_add_one_flat[pytree-compile] 0.3273ms 0.1443ms 6.9318 KOps/s 6.8194 KOps/s $\color{#35bf28}+1.65\%$
test_compile_add_one_flat[pytree-eager] 0.9038ms 0.5054ms 1.9788 KOps/s 1.9415 KOps/s $\color{#35bf28}+1.92\%$
test_compile_add_self_flat[tensordict-eager] 0.6205ms 0.2495ms 4.0086 KOps/s 3.9558 KOps/s $\color{#35bf28}+1.33\%$
test_compile_add_self_flat[tensordict-compile] 0.2340ms 0.1444ms 6.9260 KOps/s 6.9294 KOps/s $\color{#d91a1a}-0.05\%$
test_compile_add_self_flat[tensorclass-eager] 0.4552ms 62.8659μs 15.9069 KOps/s 15.5624 KOps/s $\color{#35bf28}+2.21\%$
test_compile_add_self_flat[tensorclass-compile] 0.5121ms 99.3646μs 10.0639 KOps/s 10.1912 KOps/s $\color{#d91a1a}-1.25\%$
test_compile_add_self_flat[pytree-eager] 0.6062ms 0.4256ms 2.3495 KOps/s 2.3089 KOps/s $\color{#35bf28}+1.76\%$
test_compile_add_self_flat[pytree-compile] 0.5355ms 0.1402ms 7.1328 KOps/s 7.0582 KOps/s $\color{#35bf28}+1.06\%$
test_compile_copy_flat[tensordict-compile] 0.4056ms 19.5685μs 51.1025 KOps/s 54.2296 KOps/s $\textbf{\color{#d91a1a}-5.77\%}$
test_compile_copy_flat[tensordict-eager] 0.4084ms 27.5388μs 36.3124 KOps/s 35.0560 KOps/s $\color{#35bf28}+3.58\%$
test_compile_copy_flat[pytree-compile] 0.4429ms 70.4073μs 14.2031 KOps/s 14.4243 KOps/s $\color{#d91a1a}-1.53\%$
test_compile_copy_flat[pytree-eager] 0.4184ms 51.7424μs 19.3265 KOps/s 19.3247 KOps/s $+0.01\%$
test_compile_assign_and_add[tensordict-compile] 1.7011ms 0.4591ms 2.1783 KOps/s 2.1778 KOps/s $\color{#35bf28}+0.02\%$
test_compile_assign_and_add[tensordict-eager] 3.0322ms 2.7899ms 358.4299 Ops/s 374.9893 Ops/s $\color{#d91a1a}-4.42\%$
test_compile_assign_and_add[pytree-compile] 1.6423ms 0.4476ms 2.2339 KOps/s 2.2163 KOps/s $\color{#35bf28}+0.79\%$
test_compile_assign_and_add[pytree-eager] 3.0144ms 2.8023ms 356.8500 Ops/s 360.9072 Ops/s $\color{#d91a1a}-1.12\%$
test_compile_indexing[tensor-tensordict-compile] 0.2734ms 0.1208ms 8.2792 KOps/s 8.1871 KOps/s $\color{#35bf28}+1.12\%$
test_compile_indexing[tensor-tensordict-eager] 0.5702ms 83.8492μs 11.9262 KOps/s 11.3951 KOps/s $\color{#35bf28}+4.66\%$
test_compile_indexing[tensor-tensorclass-compile] 0.2627ms 0.1122ms 8.9088 KOps/s 9.0075 KOps/s $\color{#d91a1a}-1.10\%$
test_compile_indexing[tensor-tensorclass-eager] 0.2549ms 71.2261μs 14.0398 KOps/s 13.5603 KOps/s $\color{#35bf28}+3.54\%$
test_compile_indexing[tensor-pytree-compile] 0.2660ms 0.1175ms 8.5115 KOps/s 8.8215 KOps/s $\color{#d91a1a}-3.51\%$
test_compile_indexing[tensor-pytree-eager] 0.2637ms 74.0152μs 13.5107 KOps/s 13.5663 KOps/s $\color{#d91a1a}-0.41\%$
test_compile_indexing[slice-tensordict-compile] 0.2555ms 0.1035ms 9.6611 KOps/s 9.6162 KOps/s $\color{#35bf28}+0.47\%$
test_compile_indexing[slice-tensordict-eager] 0.4057ms 17.7829μs 56.2337 KOps/s 56.9402 KOps/s $\color{#d91a1a}-1.24\%$
test_compile_indexing[slice-tensorclass-compile] 0.5017ms 0.1038ms 9.6355 KOps/s 10.1254 KOps/s $\color{#d91a1a}-4.84\%$
test_compile_indexing[slice-tensorclass-eager] 0.1175ms 16.1418μs 61.9509 KOps/s 62.9286 KOps/s $\color{#d91a1a}-1.55\%$
test_compile_indexing[slice-pytree-compile] 0.5156ms 0.1048ms 9.5451 KOps/s 10.0390 KOps/s $\color{#d91a1a}-4.92\%$
test_compile_indexing[slice-pytree-eager] 0.1346ms 15.8791μs 62.9757 KOps/s 63.7282 KOps/s $\color{#d91a1a}-1.18\%$
test_compile_indexing[int-tensordict-compile] 0.5059ms 0.1089ms 9.1790 KOps/s 9.1823 KOps/s $\color{#d91a1a}-0.04\%$
test_compile_indexing[int-tensordict-eager] 0.5981ms 17.2729μs 57.8942 KOps/s 57.7925 KOps/s $\color{#35bf28}+0.18\%$
test_compile_indexing[int-tensorclass-compile] 0.4964ms 99.2797μs 10.0726 KOps/s 10.0095 KOps/s $\color{#35bf28}+0.63\%$
test_compile_indexing[int-tensorclass-eager] 0.1247ms 15.9224μs 62.8045 KOps/s 62.4770 KOps/s $\color{#35bf28}+0.52\%$
test_compile_indexing[int-pytree-compile] 0.2378ms 98.5960μs 10.1424 KOps/s 10.0179 KOps/s $\color{#35bf28}+1.24\%$
test_compile_indexing[int-pytree-eager] 0.1608ms 15.9523μs 62.6871 KOps/s 63.5667 KOps/s $\color{#d91a1a}-1.38\%$
test_mod_add[eager] 0.2003ms 31.2572μs 31.9927 KOps/s 30.6392 KOps/s $\color{#35bf28}+4.42\%$
test_mod_add[compile] 0.4629ms 77.7420μs 12.8631 KOps/s 12.6423 KOps/s $\color{#35bf28}+1.75\%$
test_mod_add[compile-overhead] 0.3125ms 0.1629ms 6.1374 KOps/s 5.7304 KOps/s $\textbf{\color{#35bf28}+7.10\%}$
test_mod_wrap[eager] 0.3791ms 0.2477ms 4.0366 KOps/s 3.7391 KOps/s $\textbf{\color{#35bf28}+7.96\%}$
test_mod_wrap[compile] 1.5775ms 0.2880ms 3.4716 KOps/s 3.4564 KOps/s $\color{#35bf28}+0.44\%$
test_mod_wrap[compile-overhead] 7.4462ms 3.9852ms 250.9308 Ops/s 321.0841 Ops/s $\textbf{\color{#d91a1a}-21.85\%}$
test_mod_wrap_and_backward[eager] 1.5617ms 1.3740ms 727.7842 Ops/s 695.9980 Ops/s $\color{#35bf28}+4.57\%$
test_mod_wrap_and_backward[compile] 1.4270ms 1.2773ms 782.8928 Ops/s 777.2548 Ops/s $\color{#35bf28}+0.73\%$
test_mod_wrap_and_backward[compile-overhead] 1.3693ms 0.9261ms 1.0798 KOps/s 1.0662 KOps/s $\color{#35bf28}+1.27\%$
test_seq_add[eager] 0.2825ms 94.6481μs 10.5655 KOps/s 9.8468 KOps/s $\textbf{\color{#35bf28}+7.30\%}$
test_seq_add[compile] 0.2367ms 88.5423μs 11.2940 KOps/s 11.3599 KOps/s $\color{#d91a1a}-0.58\%$
test_seq_add[compile-overhead] 0.2808ms 0.1298ms 7.7067 KOps/s 7.7647 KOps/s $\color{#d91a1a}-0.75\%$
test_seq_wrap[eager] 0.5327ms 0.3843ms 2.6023 KOps/s 2.4393 KOps/s $\textbf{\color{#35bf28}+6.68\%}$
test_seq_wrap[compile] 0.4590ms 0.3031ms 3.2993 KOps/s 3.2621 KOps/s $\color{#35bf28}+1.14\%$
test_seq_wrap[compile-overhead] 0.3588ms 0.2257ms 4.4305 KOps/s 4.4286 KOps/s $\color{#35bf28}+0.04\%$
test_func_call_runtime[False-eager] 0.9579ms 0.7640ms 1.3089 KOps/s 1.2604 KOps/s $\color{#35bf28}+3.85\%$
test_func_call_runtime[False-compile] 1.1019ms 0.7583ms 1.3188 KOps/s 1.3159 KOps/s $\color{#35bf28}+0.22\%$
test_func_call_runtime[False-compile-overhead] 0.4602ms 0.3662ms 2.7304 KOps/s 2.7248 KOps/s $\color{#35bf28}+0.21\%$
test_func_call_runtime[True-eager] 1.0699ms 0.9175ms 1.0899 KOps/s 1.0682 KOps/s $\color{#35bf28}+2.04\%$
test_func_call_runtime[True-compile] 0.9641ms 0.7872ms 1.2703 KOps/s 1.2770 KOps/s $\color{#d91a1a}-0.52\%$
test_func_call_runtime[True-compile-overhead] 0.5331ms 0.3858ms 2.5923 KOps/s 2.5912 KOps/s $\color{#35bf28}+0.04\%$
test_func_call_cm_runtime[False-eager] 0.9178ms 0.7572ms 1.3206 KOps/s 1.3188 KOps/s $\color{#35bf28}+0.14\%$
test_func_call_cm_runtime[False-compile] 1.0349ms 0.7694ms 1.2997 KOps/s 1.3166 KOps/s $\color{#d91a1a}-1.29\%$
test_func_call_cm_runtime[False-compile-overhead] 0.4432ms 0.3660ms 2.7325 KOps/s 2.7192 KOps/s $\color{#35bf28}+0.49\%$
test_func_call_cm_runtime[True-eager] 1.1885ms 1.0254ms 975.2053 Ops/s 968.4188 Ops/s $\color{#35bf28}+0.70\%$
test_func_call_cm_runtime[True-compile] 0.9796ms 0.8178ms 1.2228 KOps/s 1.2288 KOps/s $\color{#d91a1a}-0.49\%$
test_func_call_cm_runtime[True-compile-overhead] 0.5762ms 0.4122ms 2.4259 KOps/s 2.4147 KOps/s $\color{#35bf28}+0.46\%$
test_vmap_func_call_cm_runtime[eager] 2.6079ms 2.1031ms 475.4776 Ops/s 471.5288 Ops/s $\color{#35bf28}+0.84\%$
test_vmap_func_call_cm_runtime[compile] 0.9912ms 0.8245ms 1.2129 KOps/s 1.2201 KOps/s $\color{#d91a1a}-0.59\%$
test_vmap_func_call_cm_runtime[compile-overhead] 0.5309ms 0.4153ms 2.4077 KOps/s 2.4049 KOps/s $\color{#35bf28}+0.11\%$
test_distributed 5.4884ms 0.1749ms 5.7172 KOps/s 8.7089 KOps/s $\textbf{\color{#d91a1a}-34.35\%}$
test_tdmodule 26.1620μs 12.9235μs 77.3781 KOps/s 70.3322 KOps/s $\textbf{\color{#35bf28}+10.02\%}$
test_tdmodule_dispatch 0.3216ms 25.7678μs 38.8081 KOps/s 37.4646 KOps/s $\color{#35bf28}+3.59\%$
test_tdseq 32.8510μs 14.4655μs 69.1298 KOps/s 65.5719 KOps/s $\textbf{\color{#35bf28}+5.43\%}$
test_tdseq_dispatch 49.8230μs 29.0729μs 34.3963 KOps/s 33.1810 KOps/s $\color{#35bf28}+3.66\%$
test_instantiation_functorch 1.6529ms 1.5717ms 636.2679 Ops/s 643.0600 Ops/s $\color{#d91a1a}-1.06\%$
test_exec_functorch 0.1993ms 0.1477ms 6.7702 KOps/s 6.8733 KOps/s $\color{#d91a1a}-1.50\%$
test_exec_functional_call 0.2785ms 0.1422ms 7.0333 KOps/s 7.1324 KOps/s $\color{#d91a1a}-1.39\%$
test_exec_td_decorator 0.3802ms 0.1858ms 5.3815 KOps/s 5.4126 KOps/s $\color{#d91a1a}-0.58\%$
test_vmap_mlp_speed_decorator[True-True] 0.8284ms 0.6785ms 1.4739 KOps/s 1.4753 KOps/s $\color{#d91a1a}-0.10\%$
test_vmap_mlp_speed_decorator[True-False] 0.8379ms 0.6767ms 1.4778 KOps/s 1.4731 KOps/s $\color{#35bf28}+0.32\%$
test_vmap_mlp_speed_decorator[False-True] 0.8382ms 0.5968ms 1.6755 KOps/s 1.6796 KOps/s $\color{#d91a1a}-0.24\%$
test_vmap_mlp_speed_decorator[False-False] 0.7723ms 0.5992ms 1.6688 KOps/s 1.6787 KOps/s $\color{#d91a1a}-0.59\%$
test_vmap_transformer_speed_decorator[True-True] 19.7322ms 19.5683ms 51.1032 Ops/s 50.5350 Ops/s $\color{#35bf28}+1.12\%$
test_vmap_transformer_speed_decorator[True-False] 20.2447ms 19.6038ms 51.0105 Ops/s 50.6313 Ops/s $\color{#35bf28}+0.75\%$
test_vmap_transformer_speed_decorator[False-True] 19.6611ms 19.4615ms 51.3835 Ops/s 49.7990 Ops/s $\color{#35bf28}+3.18\%$
test_vmap_transformer_speed_decorator[False-False] 19.6521ms 19.4745ms 51.3491 Ops/s 50.7458 Ops/s $\color{#35bf28}+1.19\%$
test_to_module_speed[True] 1.0477ms 0.9309ms 1.0742 KOps/s 1.0749 KOps/s $\color{#d91a1a}-0.06\%$
test_to_module_speed[False] 1.2732ms 0.9150ms 1.0928 KOps/s 1.0919 KOps/s $\color{#35bf28}+0.09\%$
test_tc_init 67.8130μs 33.9797μs 29.4294 KOps/s 29.4953 KOps/s $\color{#d91a1a}-0.22\%$
test_tc_init_nested 0.1188ms 70.9259μs 14.0992 KOps/s 14.5826 KOps/s $\color{#d91a1a}-3.32\%$
test_tc_first_layer_tensor 4.8017μs 0.7196μs 1.3896 MOps/s 1.3061 MOps/s $\textbf{\color{#35bf28}+6.39\%}$
test_tc_first_layer_nontensor 30.8820μs 2.3950μs 417.5402 KOps/s 423.4711 KOps/s $\color{#d91a1a}-1.40\%$
test_tc_second_layer_tensor 10.8340μs 1.4900μs 671.1400 KOps/s 655.3326 KOps/s $\color{#35bf28}+2.41\%$
test_tc_second_layer_nontensor 24.8610μs 3.2227μs 310.2968 KOps/s 321.7122 KOps/s $\color{#d91a1a}-3.55\%$
test_unbind 0.2371s 10.1079ms 98.9329 Ops/s 148.2861 Ops/s $\textbf{\color{#d91a1a}-33.28\%}$
test_full_like 10.3272ms 9.5750ms 104.4384 Ops/s 103.6498 Ops/s $\color{#35bf28}+0.76\%$
test_zeros_like 5.2907ms 4.3677ms 228.9526 Ops/s 232.5578 Ops/s $\color{#d91a1a}-1.55\%$
test_ones_like 9.7273ms 7.3665ms 135.7505 Ops/s 234.2589 Ops/s $\textbf{\color{#d91a1a}-42.05\%}$
test_clone 7.3848ms 6.7799ms 147.4949 Ops/s 146.9658 Ops/s $\color{#35bf28}+0.36\%$
test_squeeze 0.1135ms 9.7661μs 102.3953 KOps/s 105.5985 KOps/s $\color{#d91a1a}-3.03\%$
test_unsqueeze 0.1813ms 72.0271μs 13.8837 KOps/s 13.7451 KOps/s $\color{#35bf28}+1.01\%$
test_split 0.4007ms 0.1699ms 5.8867 KOps/s 6.1737 KOps/s $\color{#d91a1a}-4.65\%$
test_permute 0.3147ms 0.1776ms 5.6307 KOps/s 5.5457 KOps/s $\color{#35bf28}+1.53\%$
test_stack 54.7683ms 54.3620ms 18.3952 Ops/s 18.4875 Ops/s $\color{#d91a1a}-0.50\%$
test_cat 52.6036ms 51.8209ms 19.2972 Ops/s 19.1144 Ops/s $\color{#35bf28}+0.96\%$

@vmoens vmoens merged commit 51e8018 into gh/vmoens/35/base Nov 6, 2024
46 of 55 checks passed
vmoens added a commit that referenced this pull request Nov 6, 2024
@vmoens
[BugFix] Better repr of lazy stacks
eaba711 
ghstack-source-id: 7256b4c95b239bf9e6467c0ea687abe2c9179922
Pull Request resolved: #1076
@vmoens vmoens deleted the gh/vmoens/35/head branch November 6, 2024 17:36
vmoens added a commit that referenced this pull request Nov 14, 2024
@vmoens
[BugFix] Better repr of lazy stacks
e00965c 
ghstack-source-id: 7256b4c95b239bf9e6467c0ea687abe2c9179922
Pull Request resolved: #1076

(cherry picked from commit eaba711)
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@vmoens @facebook-github-bot