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[CI] Pin MACOSX_DEPLOYMENT_TARGET for nightly macOS wheels - #1723

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fix-nightly-macos-deployment-target
Jun 12, 2026
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[CI] Pin MACOSX_DEPLOYMENT_TARGET for nightly macOS wheels#1723
vmoens merged 1 commit into
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fix-nightly-macos-deployment-target

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@vmoens vmoens commented Jun 12, 2026 •
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The nightly macOS wheels are built on macos-latest runners without MACOSX_DEPLOYMENT_TARGET, so the wheel tag inherits the runner's OS version: tensordict-nightly 2026.6.11 ships only macosx_15_0_universal2 wheels, and no sdist is published as a fallback. The result is that nightlies cannot be installed on macOS 14 or older (torchrl-nightly, by contrast, tags macosx_10_13_universal2).

This pins MACOSX_DEPLOYMENT_TARGET=11.0 (the arm64 floor, matching the universal2 tag) on the nightly build step so wheels install on any Apple-silicon-capable macOS.

🤖 Generated with Claude Code

@vmoens @claude
[CI] Pin MACOSX_DEPLOYMENT_TARGET for nightly macOS wheels
d45d34d 
macos-latest runners tag the wheel with the host OS version
(macosx_15_0_universal2), making nightlies uninstallable on macOS <= 14
since no sdist is published. Target macOS 11, the arm64 floor.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@meta-cla meta-cla 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 Jun 12, 2026
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$\color{#D29922}\textsf{\Large&amp;#x26A0;\kern{0.2cm}\normalsize Warning}$ Result of CPU Benchmark Tests

Total Benchmarks: 344. Improved: $\large\color{#35bf28}24$. Worsened: $\large\color{#d91a1a}6$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_collector_preallocated_write[stack_out-cpu-32-2] 0.6056ms 0.1721ms 5.8108 KOps/s 5.8646 KOps/s $\color{#d91a1a}-0.92\%$
test_collector_preallocated_write[stack_out-cpu-32-8] 0.3822ms 0.2961ms 3.3773 KOps/s 3.3347 KOps/s $\color{#35bf28}+1.28\%$
test_collector_preallocated_write[stack_out-cpu-32-32] 1.2101ms 0.7789ms 1.2839 KOps/s 1.2719 KOps/s $\color{#35bf28}+0.94\%$
test_collector_preallocated_write[stack_out-cpu-4096-2] 0.3951ms 0.3413ms 2.9300 KOps/s 2.8398 KOps/s $\color{#35bf28}+3.18\%$
test_collector_preallocated_write[stack_out-cpu-4096-8] 1.3554ms 1.1801ms 847.3886 Ops/s 897.5771 Ops/s $\textbf{\color{#d91a1a}-5.59\%}$
test_collector_preallocated_write[stack_out-cpu-4096-32] 7.8265ms 7.4767ms 133.7494 Ops/s 133.6236 Ops/s $\color{#35bf28}+0.09\%$
test_collector_preallocated_write[stack_out-cuda-32-2] 0.3003ms 0.2543ms 3.9318 KOps/s 3.9424 KOps/s $\color{#d91a1a}-0.27\%$
test_collector_preallocated_write[stack_out-cuda-32-8] 0.8104ms 0.3761ms 2.6587 KOps/s 2.6286 KOps/s $\color{#35bf28}+1.14\%$
test_collector_preallocated_write[stack_out-cuda-32-32] 1.2733ms 0.8272ms 1.2089 KOps/s 1.2060 KOps/s $\color{#35bf28}+0.25\%$
test_collector_preallocated_write[stack_out-cuda-4096-2] 0.7010ms 0.2565ms 3.8990 KOps/s 3.8622 KOps/s $\color{#35bf28}+0.95\%$
test_collector_preallocated_write[stack_out-cuda-4096-8] 0.4404ms 0.3776ms 2.6482 KOps/s 2.6884 KOps/s $\color{#d91a1a}-1.50\%$
test_collector_preallocated_write[stack_out-cuda-4096-32] 1.3168ms 0.8844ms 1.1307 KOps/s 1.1282 KOps/s $\color{#35bf28}+0.22\%$
test_collector_preallocated_write[set_at_loop-cpu-32-2] 0.6456ms 0.2199ms 4.5485 KOps/s 4.6675 KOps/s $\color{#d91a1a}-2.55\%$
test_collector_preallocated_write[set_at_loop-cpu-32-8] 1.2803ms 0.8487ms 1.1783 KOps/s 1.1779 KOps/s $\color{#35bf28}+0.04\%$
test_collector_preallocated_write[set_at_loop-cpu-32-32] 3.8040ms 3.3954ms 294.5173 Ops/s 296.2901 Ops/s $\color{#d91a1a}-0.60\%$
test_collector_preallocated_write[set_at_loop-cpu-4096-2] 0.7022ms 0.3765ms 2.6563 KOps/s 2.3885 KOps/s $\textbf{\color{#35bf28}+11.21\%}$
test_collector_preallocated_write[set_at_loop-cpu-4096-8] 2.0449ms 1.8148ms 551.0106 Ops/s 591.7951 Ops/s $\textbf{\color{#d91a1a}-6.89\%}$
test_collector_preallocated_write[set_at_loop-cpu-4096-32] 11.1510ms 10.7256ms 93.2344 Ops/s 95.3239 Ops/s $\color{#d91a1a}-2.19\%$
test_collector_preallocated_write[set_at_loop-cuda-32-2] 0.4452ms 0.4033ms 2.4793 KOps/s 2.4420 KOps/s $\color{#35bf28}+1.53\%$
test_collector_preallocated_write[set_at_loop-cuda-32-8] 1.6690ms 1.5046ms 664.6286 Ops/s 666.2243 Ops/s $\color{#d91a1a}-0.24\%$
test_collector_preallocated_write[set_at_loop-cuda-32-32] 6.0571ms 5.8978ms 169.5559 Ops/s 168.9265 Ops/s $\color{#35bf28}+0.37\%$
test_collector_preallocated_write[set_at_loop-cuda-4096-2] 0.4889ms 0.4035ms 2.4781 KOps/s 2.3766 KOps/s $\color{#35bf28}+4.27\%$
test_collector_preallocated_write[set_at_loop-cuda-4096-8] 1.7181ms 1.5049ms 664.4810 Ops/s 627.6852 Ops/s $\textbf{\color{#35bf28}+5.86\%}$
test_collector_preallocated_write[set_at_loop-cuda-4096-32] 6.1575ms 5.9149ms 169.0656 Ops/s 161.4491 Ops/s $\color{#35bf28}+4.72\%$
test_collector_preallocated_write[copy_at-cpu-32-2] 0.5888ms 0.1756ms 5.6935 KOps/s 5.7352 KOps/s $\color{#d91a1a}-0.73\%$
test_collector_preallocated_write[copy_at-cpu-32-8] 0.8144ms 0.6853ms 1.4593 KOps/s 1.4589 KOps/s $\color{#35bf28}+0.03\%$
test_collector_preallocated_write[copy_at-cpu-32-32] 3.2239ms 2.7264ms 366.7875 Ops/s 367.7716 Ops/s $\color{#d91a1a}-0.27\%$
test_collector_preallocated_write[copy_at-cpu-4096-2] 0.3830ms 0.3143ms 3.1820 KOps/s 3.0020 KOps/s $\textbf{\color{#35bf28}+6.00\%}$
test_collector_preallocated_write[copy_at-cpu-4096-8] 1.8300ms 1.5279ms 654.4756 Ops/s 687.1608 Ops/s $\color{#d91a1a}-4.76\%$
test_collector_preallocated_write[copy_at-cpu-4096-32] 10.2186ms 9.8665ms 101.3530 Ops/s 103.2047 Ops/s $\color{#d91a1a}-1.79\%$
test_collector_preallocated_write[copy_at-cuda-32-2] 0.4197ms 0.3319ms 3.0132 KOps/s 3.0167 KOps/s $\color{#d91a1a}-0.12\%$
test_collector_preallocated_write[copy_at-cuda-32-8] 1.4053ms 1.2448ms 803.3104 Ops/s 816.6911 Ops/s $\color{#d91a1a}-1.64\%$
test_collector_preallocated_write[copy_at-cuda-32-32] 5.0881ms 4.8567ms 205.9014 Ops/s 208.8379 Ops/s $\color{#d91a1a}-1.41\%$
test_collector_preallocated_write[copy_at-cuda-4096-2] 0.4166ms 0.3324ms 3.0088 KOps/s 3.0155 KOps/s $\color{#d91a1a}-0.22\%$
test_collector_preallocated_write[copy_at-cuda-4096-8] 1.4032ms 1.2423ms 804.9325 Ops/s 812.8039 Ops/s $\color{#d91a1a}-0.97\%$
test_collector_preallocated_write[copy_at-cuda-4096-32] 5.0152ms 4.8732ms 205.2031 Ops/s 208.3938 Ops/s $\color{#d91a1a}-1.53\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-32-2] 0.1696ms 0.1252ms 7.9840 KOps/s 8.2873 KOps/s $\color{#d91a1a}-3.66\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-32-8] 0.6038ms 0.4896ms 2.0425 KOps/s 2.1222 KOps/s $\color{#d91a1a}-3.76\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-32-32] 2.0369ms 1.9465ms 513.7363 Ops/s 533.6546 Ops/s $\color{#d91a1a}-3.73\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-4096-2] 0.3650ms 0.2698ms 3.7060 KOps/s 3.8304 KOps/s $\color{#d91a1a}-3.25\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-4096-8] 1.5212ms 1.3662ms 731.9349 Ops/s 769.9020 Ops/s $\color{#d91a1a}-4.93\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-4096-32] 9.1988ms 8.6891ms 115.0869 Ops/s 115.5290 Ops/s $\color{#d91a1a}-0.38\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-32-2] 0.7098ms 0.2869ms 3.4855 KOps/s 3.5856 KOps/s $\color{#d91a1a}-2.79\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-32-8] 1.4914ms 1.0753ms 929.9888 Ops/s 961.8293 Ops/s $\color{#d91a1a}-3.31\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-32-32] 4.6655ms 4.2107ms 237.4885 Ops/s 246.6844 Ops/s $\color{#d91a1a}-3.73\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-4096-2] 0.7339ms 0.2867ms 3.4878 KOps/s 3.5796 KOps/s $\color{#d91a1a}-2.56\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-4096-8] 1.4983ms 1.0729ms 932.0319 Ops/s 960.1113 Ops/s $\color{#d91a1a}-2.92\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-4096-32] 4.6347ms 4.2151ms 237.2403 Ops/s 244.9122 Ops/s $\color{#d91a1a}-3.13\%$
test_wide_nested_preallocated_write[stack_out-cpu-128-128] 16.6036ms 16.2575ms 61.5099 Ops/s 60.9820 Ops/s $\color{#35bf28}+0.87\%$
test_wide_nested_preallocated_write[stack_out-cpu-128-256] 33.2637ms 32.7735ms 30.5125 Ops/s 30.4015 Ops/s $\color{#35bf28}+0.36\%$
test_wide_nested_preallocated_write[stack_out-cpu-4096-128] 88.0162ms 87.6789ms 11.4052 Ops/s 11.7123 Ops/s $\color{#d91a1a}-2.62\%$
test_wide_nested_preallocated_write[stack_out-cpu-4096-256] 0.2039s 0.2030s 4.9250 Ops/s 5.0406 Ops/s $\color{#d91a1a}-2.29\%$
test_wide_nested_preallocated_write[stack_out-cuda-128-128] 14.2304ms 13.7514ms 72.7200 Ops/s 72.4613 Ops/s $\color{#35bf28}+0.36\%$
test_wide_nested_preallocated_write[stack_out-cuda-128-256] 27.4471ms 27.1682ms 36.8077 Ops/s 37.1230 Ops/s $\color{#d91a1a}-0.85\%$
test_wide_nested_preallocated_write[stack_out-cuda-4096-128] 14.3947ms 13.9780ms 71.5412 Ops/s 71.7311 Ops/s $\color{#d91a1a}-0.26\%$
test_wide_nested_preallocated_write[stack_out-cuda-4096-256] 36.1577ms 27.7627ms 36.0195 Ops/s 36.2078 Ops/s $\color{#d91a1a}-0.52\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-128-128] 53.4220ms 52.7897ms 18.9431 Ops/s 19.1322 Ops/s $\color{#d91a1a}-0.99\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-128-256] 0.1073s 0.1070s 9.3475 Ops/s 9.5061 Ops/s $\color{#d91a1a}-1.67\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-4096-128] 0.1526s 0.1515s 6.6028 Ops/s 6.7617 Ops/s $\color{#d91a1a}-2.35\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-4096-256] 0.3348s 0.3337s 2.9967 Ops/s 3.1298 Ops/s $\color{#d91a1a}-4.25\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-128-128] 76.9040ms 76.0778ms 13.1444 Ops/s 12.9200 Ops/s $\color{#35bf28}+1.74\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-128-256] 0.1573s 0.1530s 6.5372 Ops/s 6.2065 Ops/s $\textbf{\color{#35bf28}+5.33\%}$
test_wide_nested_preallocated_write[set_at_loop-cuda-4096-128] 80.4122ms 78.3907ms 12.7566 Ops/s 12.4439 Ops/s $\color{#35bf28}+2.51\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-4096-256] 0.1542s 0.1535s 6.5139 Ops/s 6.1763 Ops/s $\textbf{\color{#35bf28}+5.46\%}$
test_wide_nested_preallocated_write[copy_at-cpu-128-128] 31.4145ms 30.6557ms 32.6204 Ops/s 32.6342 Ops/s $\color{#d91a1a}-0.04\%$
test_wide_nested_preallocated_write[copy_at-cpu-128-256] 62.7808ms 62.3202ms 16.0462 Ops/s 16.1963 Ops/s $\color{#d91a1a}-0.93\%$
test_wide_nested_preallocated_write[copy_at-cpu-4096-128] 0.1215s 0.1210s 8.2652 Ops/s 8.0906 Ops/s $\color{#35bf28}+2.16\%$
test_wide_nested_preallocated_write[copy_at-cpu-4096-256] 0.2700s 0.2695s 3.7106 Ops/s 3.6920 Ops/s $\color{#35bf28}+0.50\%$
test_wide_nested_preallocated_write[copy_at-cuda-128-128] 44.6597ms 44.2829ms 22.5821 Ops/s 23.1103 Ops/s $\color{#d91a1a}-2.29\%$
test_wide_nested_preallocated_write[copy_at-cuda-128-256] 89.3178ms 88.9819ms 11.2382 Ops/s 11.5422 Ops/s $\color{#d91a1a}-2.63\%$
test_wide_nested_preallocated_write[copy_at-cuda-4096-128] 44.7333ms 44.4982ms 22.4728 Ops/s 22.9478 Ops/s $\color{#d91a1a}-2.07\%$
test_wide_nested_preallocated_write[copy_at-cuda-4096-256] 89.5237ms 89.0401ms 11.2309 Ops/s 11.4728 Ops/s $\color{#d91a1a}-2.11\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-128-128] 21.5559ms 21.1274ms 47.3319 Ops/s 48.6270 Ops/s $\color{#d91a1a}-2.66\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-128-256] 43.3084ms 43.0224ms 23.2437 Ops/s 23.7673 Ops/s $\color{#d91a1a}-2.20\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-4096-128] 0.1139s 0.1118s 8.9469 Ops/s 9.1855 Ops/s $\color{#d91a1a}-2.60\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-4096-256] 0.2526s 0.2503s 3.9950 Ops/s 4.0421 Ops/s $\color{#d91a1a}-1.16\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-128-128] 38.5984ms 38.3889ms 26.0492 Ops/s 27.0440 Ops/s $\color{#d91a1a}-3.68\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-128-256] 77.2094ms 76.0861ms 13.1430 Ops/s 13.5930 Ops/s $\color{#d91a1a}-3.31\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-4096-128] 38.6099ms 38.3540ms 26.0729 Ops/s 27.0184 Ops/s $\color{#d91a1a}-3.50\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-4096-256] 77.0456ms 76.5992ms 13.0550 Ops/s 13.4543 Ops/s $\color{#d91a1a}-2.97\%$
test_plain_set_nested 0.4308ms 15.7240μs 63.5970 KOps/s 65.2757 KOps/s $\color{#d91a1a}-2.57\%$
test_plain_set_stack_nested 58.2730μs 15.4535μs 64.7101 KOps/s 66.6877 KOps/s $\color{#d91a1a}-2.97\%$
test_plain_set_nested_inplace 0.4259ms 17.0682μs 58.5884 KOps/s 59.2507 KOps/s $\color{#d91a1a}-1.12\%$
test_plain_set_stack_nested_inplace 46.1230μs 16.9112μs 59.1323 KOps/s 60.8025 KOps/s $\color{#d91a1a}-2.75\%$
test_items 0.4197ms 6.0485μs 165.3294 KOps/s 164.8407 KOps/s $\color{#35bf28}+0.30\%$
test_items_nested 0.8807ms 0.4647ms 2.1519 KOps/s 2.1643 KOps/s $\color{#d91a1a}-0.57\%$
test_items_nested_locked 0.8876ms 0.4723ms 2.1173 KOps/s 2.1419 KOps/s $\color{#d91a1a}-1.15\%$
test_items_nested_leaf 0.5228ms 97.6644μs 10.2391 KOps/s 10.3058 KOps/s $\color{#d91a1a}-0.65\%$
test_items_stack_nested 0.8921ms 0.4687ms 2.1334 KOps/s 2.1627 KOps/s $\color{#d91a1a}-1.36\%$
test_items_stack_nested_leaf 0.5101ms 97.6096μs 10.2449 KOps/s 10.3986 KOps/s $\color{#d91a1a}-1.48\%$
test_items_stack_nested_locked 0.8886ms 0.4723ms 2.1172 KOps/s 2.1387 KOps/s $\color{#d91a1a}-1.01\%$
test_keys 0.4263ms 4.2105μs 237.5014 KOps/s 235.2839 KOps/s $\color{#35bf28}+0.94\%$
test_keys_nested 0.1761ms 0.1307ms 7.6491 KOps/s 7.6544 KOps/s $\color{#d91a1a}-0.07\%$
test_keys_nested_locked 2.1590ms 0.1402ms 7.1344 KOps/s 7.1906 KOps/s $\color{#d91a1a}-0.78\%$
test_keys_nested_leaf 0.5405ms 0.1213ms 8.2462 KOps/s 8.3163 KOps/s $\color{#d91a1a}-0.84\%$
test_keys_stack_nested 0.5524ms 0.1303ms 7.6775 KOps/s 7.6850 KOps/s $\color{#d91a1a}-0.10\%$
test_keys_stack_nested_leaf 0.5494ms 0.1188ms 8.4171 KOps/s 8.3251 KOps/s $\color{#35bf28}+1.10\%$
test_keys_stack_nested_locked 0.2124ms 0.1374ms 7.2805 KOps/s 7.2013 KOps/s $\color{#35bf28}+1.10\%$
test_values 6.2284μs 1.0266μs 974.0857 KOps/s 968.6990 KOps/s $\color{#35bf28}+0.56\%$
test_values_nested 88.4960μs 53.1357μs 18.8197 KOps/s 18.8148 KOps/s $\color{#35bf28}+0.03\%$
test_values_nested_locked 93.4150μs 56.2499μs 17.7778 KOps/s 17.8782 KOps/s $\color{#d91a1a}-0.56\%$
test_values_nested_leaf 0.1008ms 60.5646μs 16.5113 KOps/s 16.6419 KOps/s $\color{#d91a1a}-0.79\%$
test_values_stack_nested 89.8050μs 52.6644μs 18.9882 KOps/s 19.0808 KOps/s $\color{#d91a1a}-0.49\%$
test_values_stack_nested_leaf 86.5950μs 59.9953μs 16.6680 KOps/s 16.7510 KOps/s $\color{#d91a1a}-0.50\%$
test_values_stack_nested_locked 90.1760μs 55.8420μs 17.9077 KOps/s 17.9574 KOps/s $\color{#d91a1a}-0.28\%$
test_membership 5.7670μs 0.8455μs 1.1827 MOps/s 1.1926 MOps/s $\color{#d91a1a}-0.83\%$
test_membership_nested 27.7020μs 2.9792μs 335.6595 KOps/s 334.9929 KOps/s $\color{#35bf28}+0.20\%$
test_membership_nested_leaf 31.4420μs 3.0094μs 332.2902 KOps/s 334.7483 KOps/s $\color{#d91a1a}-0.73\%$
test_membership_stacked_nested 32.7520μs 2.8710μs 348.3071 KOps/s 344.1487 KOps/s $\color{#35bf28}+1.21\%$
test_membership_stacked_nested_leaf 28.4720μs 2.9143μs 343.1301 KOps/s 347.3181 KOps/s $\color{#d91a1a}-1.21\%$
test_membership_nested_last 25.2420μs 4.5290μs 220.7998 KOps/s 222.2218 KOps/s $\color{#d91a1a}-0.64\%$
test_membership_nested_leaf_last 37.8620μs 4.5654μs 219.0411 KOps/s 222.8210 KOps/s $\color{#d91a1a}-1.70\%$
test_membership_stacked_nested_last 33.8820μs 4.4134μs 226.5844 KOps/s 230.5143 KOps/s $\color{#d91a1a}-1.70\%$
test_membership_stacked_nested_leaf_last 48.7330μs 4.3953μs 227.5180 KOps/s 229.0334 KOps/s $\color{#d91a1a}-0.66\%$
test_nested_getleaf 48.5630μs 21.8976μs 45.6670 KOps/s 46.2180 KOps/s $\color{#d91a1a}-1.19\%$
test_nested_get 46.8430μs 20.7859μs 48.1095 KOps/s 48.1979 KOps/s $\color{#d91a1a}-0.18\%$
test_stacked_getleaf 47.6620μs 21.7016μs 46.0795 KOps/s 46.1784 KOps/s $\color{#d91a1a}-0.21\%$
test_stacked_get 46.0430μs 20.5994μs 48.5451 KOps/s 47.5164 KOps/s $\color{#35bf28}+2.16\%$
test_nested_getitemleaf 46.1730μs 22.4480μs 44.5473 KOps/s 44.2392 KOps/s $\color{#35bf28}+0.70\%$
test_nested_getitem 47.7830μs 21.2370μs 47.0877 KOps/s 47.1511 KOps/s $\color{#d91a1a}-0.13\%$
test_stacked_getitemleaf 59.9440μs 22.1668μs 45.1126 KOps/s 45.0421 KOps/s $\color{#35bf28}+0.16\%$
test_stacked_getitem 43.5820μs 21.2655μs 47.0245 KOps/s 46.9475 KOps/s $\color{#35bf28}+0.16\%$
test_lock_nested 0.5851ms 0.5058ms 1.9771 KOps/s 1.9740 KOps/s $\color{#35bf28}+0.16\%$
test_lock_stack_nested 0.5900ms 0.5134ms 1.9480 KOps/s 1.9726 KOps/s $\color{#d91a1a}-1.25\%$
test_unlock_nested 0.4818ms 0.4023ms 2.4856 KOps/s 2.5246 KOps/s $\color{#d91a1a}-1.54\%$
test_unlock_stack_nested 0.5385ms 0.4079ms 2.4516 KOps/s 2.4964 KOps/s $\color{#d91a1a}-1.79\%$
test_flatten_speed 0.2577ms 0.1219ms 8.2005 KOps/s 8.1074 KOps/s $\color{#35bf28}+1.15\%$
test_unflatten_speed 0.6663ms 0.5726ms 1.7463 KOps/s 1.7280 KOps/s $\color{#35bf28}+1.06\%$
test_common_ops 0.1002s 1.6256ms 615.1414 Ops/s 212.7362 Ops/s $\textbf{\color{#35bf28}+189.16\%}$
test_creation 0.1030ms 3.1963μs 312.8605 KOps/s 315.9603 KOps/s $\color{#d91a1a}-0.98\%$
test_creation_empty 30.2820μs 7.0696μs 141.4512 KOps/s 141.8237 KOps/s $\color{#d91a1a}-0.26\%$
test_creation_nested_1 39.5220μs 11.5656μs 86.4630 KOps/s 86.7964 KOps/s $\color{#d91a1a}-0.38\%$
test_creation_nested_2 37.3320μs 13.7793μs 72.5729 KOps/s 73.2151 KOps/s $\color{#d91a1a}-0.88\%$
test_creation_many_keys[10] 44.6930μs 21.3972μs 46.7351 KOps/s 47.4327 KOps/s $\color{#d91a1a}-1.47\%$
test_creation_many_keys[50] 0.1304ms 91.2577μs 10.9580 KOps/s 10.9550 KOps/s $\color{#35bf28}+0.03\%$
test_creation_many_keys[100] 0.2389ms 0.1809ms 5.5269 KOps/s 5.5658 KOps/s $\color{#d91a1a}-0.70\%$
test_creation_nested_many_keys[10] 79.5650μs 45.3248μs 22.0630 KOps/s 21.7319 KOps/s $\color{#35bf28}+1.52\%$
test_creation_nested_many_keys[50] 0.2568ms 0.1853ms 5.3970 KOps/s 5.3226 KOps/s $\color{#35bf28}+1.40\%$
test_clone 39.2530μs 13.5976μs 73.5422 KOps/s 72.8417 KOps/s $\color{#35bf28}+0.96\%$
test_getitem[int] 1.5011ms 15.4747μs 64.6217 KOps/s 65.0062 KOps/s $\color{#d91a1a}-0.59\%$
test_getitem[slice_int] 0.1412ms 25.4927μs 39.2269 KOps/s 40.1492 KOps/s $\color{#d91a1a}-2.30\%$
test_getitem[range] 0.1797ms 64.7492μs 15.4442 KOps/s 15.2516 KOps/s $\color{#35bf28}+1.26\%$
test_getitem[tuple] 0.1599ms 25.4963μs 39.2213 KOps/s 40.8999 KOps/s $\color{#d91a1a}-4.10\%$
test_getitem[list] 0.1844ms 59.0765μs 16.9272 KOps/s 16.0875 KOps/s $\textbf{\color{#35bf28}+5.22\%}$
test_setitem_dim[int] 46.8220μs 26.5973μs 37.5977 KOps/s 35.5298 KOps/s $\textbf{\color{#35bf28}+5.82\%}$
test_setitem_dim[slice_int] 63.9640μs 43.2919μs 23.0990 KOps/s 22.1562 KOps/s $\color{#35bf28}+4.26\%$
test_setitem_dim[range] 0.1258ms 96.7166μs 10.3395 KOps/s 9.8171 KOps/s $\textbf{\color{#35bf28}+5.32\%}$
test_setitem_dim[tuple] 62.6440μs 40.2860μs 24.8225 KOps/s 25.1877 KOps/s $\color{#d91a1a}-1.45\%$
test_setitem 52.9040μs 18.0868μs 55.2889 KOps/s 52.6181 KOps/s $\textbf{\color{#35bf28}+5.08\%}$
test_set 46.8530μs 17.3165μs 57.7483 KOps/s 57.2789 KOps/s $\color{#35bf28}+0.82\%$
test_set_shared 0.5073ms 0.2105ms 4.7506 KOps/s 4.6707 KOps/s $\color{#35bf28}+1.71\%$
test_update 0.2066ms 22.1557μs 45.1352 KOps/s 44.9761 KOps/s $\color{#35bf28}+0.35\%$
test_update_nested 77.4850μs 33.6922μs 29.6805 KOps/s 29.1803 KOps/s $\color{#35bf28}+1.71\%$
test_update__nested 0.5301ms 33.1846μs 30.1344 KOps/s 29.7373 KOps/s $\color{#35bf28}+1.34\%$
test_set_nested 49.9830μs 19.3637μs 51.6429 KOps/s 50.0573 KOps/s $\color{#35bf28}+3.17\%$
test_set_nested_new 53.7830μs 24.3033μs 41.1467 KOps/s 40.8834 KOps/s $\color{#35bf28}+0.64\%$
test_select 0.1147ms 40.3115μs 24.8068 KOps/s 23.4205 KOps/s $\textbf{\color{#35bf28}+5.92\%}$
test_select_nested 0.1010ms 75.8116μs 13.1906 KOps/s 13.3792 KOps/s $\color{#d91a1a}-1.41\%$
test_exclude_nested 0.1259ms 92.6811μs 10.7897 KOps/s 10.8537 KOps/s $\color{#d91a1a}-0.59\%$
test_empty[True] 0.4602ms 0.4028ms 2.4824 KOps/s 2.5039 KOps/s $\color{#d91a1a}-0.86\%$
test_empty[False] 8.1605μs 1.3925μs 718.1315 KOps/s 723.2714 KOps/s $\color{#d91a1a}-0.71\%$
test_to 0.1427ms 70.3382μs 14.2170 KOps/s 14.3668 KOps/s $\color{#d91a1a}-1.04\%$
test_to_nonblocking 0.1091ms 69.8506μs 14.3163 KOps/s 14.1981 KOps/s $\color{#35bf28}+0.83\%$
test_unbind_speed 0.4358ms 0.3445ms 2.9027 KOps/s 2.9299 KOps/s $\color{#d91a1a}-0.93\%$
test_unbind_speed_stack0 0.3775ms 0.3387ms 2.9525 KOps/s 2.9734 KOps/s $\color{#d91a1a}-0.70\%$
test_unbind_speed_stack1 0.1156s 0.8613ms 1.1610 KOps/s 1.1604 KOps/s $\color{#35bf28}+0.05\%$
test_split 0.1138s 1.2911ms 774.5304 Ops/s 711.2393 Ops/s $\textbf{\color{#35bf28}+8.90\%}$
test_chunk 1.2450ms 1.0996ms 909.4472 Ops/s 916.2598 Ops/s $\color{#d91a1a}-0.74\%$
test_to_cpu_blocking 20.2931ms 19.9338ms 50.1660 Ops/s 50.5638 Ops/s $\color{#d91a1a}-0.79\%$
test_to_cpu_global_sync 12.1346ms 12.0124ms 83.2471 Ops/s 84.4807 Ops/s $\color{#d91a1a}-1.46\%$
test_to_cpu_event_sync 13.3807ms 12.9581ms 77.1719 Ops/s 77.8165 Ops/s $\color{#d91a1a}-0.83\%$
test_to_cpu_default 13.4750ms 12.9838ms 77.0192 Ops/s 69.4565 Ops/s $\textbf{\color{#35bf28}+10.89\%}$
test_consolidate[False-None] 4.3589ms 4.2494ms 235.3255 Ops/s 237.9025 Ops/s $\color{#d91a1a}-1.08\%$
test_consolidate[default-None] 3.5907ms 2.2429ms 445.8521 Ops/s 460.2311 Ops/s $\color{#d91a1a}-3.12\%$
test_consolidate[reduce-overhead-None] 3.5486ms 2.1549ms 464.0524 Ops/s 470.1708 Ops/s $\color{#d91a1a}-1.30\%$
test_consolidate_njt[False-None] 8.6886ms 8.5165ms 117.4196 Ops/s 115.2528 Ops/s $\color{#35bf28}+1.88\%$
test_to[False-False-None] 2.2573ms 2.2087ms 452.7452 Ops/s 456.6872 Ops/s $\color{#d91a1a}-0.86\%$
test_to[True-False-None] 2.2483ms 1.9553ms 511.4203 Ops/s 516.6322 Ops/s $\color{#d91a1a}-1.01\%$
test_to[within-False-None] 6.5934ms 6.3032ms 158.6498 Ops/s 159.7788 Ops/s $\color{#d91a1a}-0.71\%$
test_to[True-default-None] 11.1920ms 10.6958ms 93.4951 Ops/s 92.4506 Ops/s $\color{#35bf28}+1.13\%$
test_to_njt[False-False-None] 8.9916ms 8.6522ms 115.5769 Ops/s 113.0857 Ops/s $\color{#35bf28}+2.20\%$
test_to_njt[True-False-None] 7.2476ms 6.9911ms 143.0391 Ops/s 141.7646 Ops/s $\color{#35bf28}+0.90\%$
test_to_njt[within-False-None] 15.7169ms 15.6386ms 63.9442 Ops/s 30.5136 Ops/s $\textbf{\color{#35bf28}+109.56\%}$
test_creation[device0] 0.3983ms 0.1214ms 8.2365 KOps/s 8.5189 KOps/s $\color{#d91a1a}-3.31\%$
test_creation_from_tensor 0.4115ms 0.1172ms 8.5317 KOps/s 8.7659 KOps/s $\color{#d91a1a}-2.67\%$
test_add_one[memmap_tensor0] 0.4063ms 6.8813μs 145.3209 KOps/s 146.2897 KOps/s $\color{#d91a1a}-0.66\%$
test_contiguous[memmap_tensor0] 24.3220μs 0.6608μs 1.5133 MOps/s 2.2156 MOps/s $\textbf{\color{#d91a1a}-31.70\%}$
test_stack[memmap_tensor0] 29.1410μs 4.4125μs 226.6265 KOps/s 234.1231 KOps/s $\color{#d91a1a}-3.20\%$
test_memmaptd_index 1.1613ms 0.2911ms 3.4352 KOps/s 3.6030 KOps/s $\color{#d91a1a}-4.66\%$
test_memmaptd_index_astensor 0.5553ms 0.3954ms 2.5294 KOps/s 2.6002 KOps/s $\color{#d91a1a}-2.72\%$
test_memmaptd_index_op 0.8110ms 0.6562ms 1.5239 KOps/s 1.5346 KOps/s $\color{#d91a1a}-0.69\%$
test_serialize_model 0.1371s 0.1344s 7.4419 Ops/s 7.4184 Ops/s $\color{#35bf28}+0.32\%$
test_serialize_model_pickle 1.3498s 1.2102s 0.8263 Ops/s 0.8262 Ops/s $\color{#35bf28}+0.01\%$
test_serialize_weights 0.1373s 0.1352s 7.3985 Ops/s 7.3868 Ops/s $\color{#35bf28}+0.16\%$
test_serialize_weights_returnearly 0.3049s 80.5232ms 12.4188 Ops/s 10.7733 Ops/s $\textbf{\color{#35bf28}+15.27\%}$
test_serialize_weights_pickle 1.3957s 1.2225s 0.8180 Ops/s 0.8171 Ops/s $\color{#35bf28}+0.11\%$
test_reshape_pytree 0.2046ms 33.1993μs 30.1211 KOps/s 30.9494 KOps/s $\color{#d91a1a}-2.68\%$
test_reshape_td 69.9840μs 45.5180μs 21.9693 KOps/s 22.1410 KOps/s $\color{#d91a1a}-0.78\%$
test_view_pytree 0.2215ms 32.8486μs 30.4427 KOps/s 30.9701 KOps/s $\color{#d91a1a}-1.70\%$
test_view_td 81.9250μs 56.1719μs 17.8025 KOps/s 18.3114 KOps/s $\color{#d91a1a}-2.78\%$
test_unbind_pytree 0.2105ms 37.6355μs 26.5707 KOps/s 26.9571 KOps/s $\color{#d91a1a}-1.43\%$
test_unbind_td 0.1794ms 51.8754μs 19.2769 KOps/s 19.9605 KOps/s $\color{#d91a1a}-3.42\%$
test_split_pytree 0.1999ms 44.3510μs 22.5474 KOps/s 23.1977 KOps/s $\color{#d91a1a}-2.80\%$
test_split_td 0.2050ms 66.5819μs 15.0191 KOps/s 15.4427 KOps/s $\color{#d91a1a}-2.74\%$
test_add_pytree 0.2277ms 43.1303μs 23.1856 KOps/s 23.3013 KOps/s $\color{#d91a1a}-0.50\%$
test_add_td 94.6260μs 56.0011μs 17.8568 KOps/s 17.3994 KOps/s $\color{#35bf28}+2.63\%$
test_compile_add_one_nested[tensordict-compile] 0.3518ms 0.2256ms 4.4320 KOps/s 4.2023 KOps/s $\textbf{\color{#35bf28}+5.47\%}$
test_compile_add_one_nested[tensordict-eager] 0.3184ms 0.2056ms 4.8643 KOps/s 4.9655 KOps/s $\color{#d91a1a}-2.04\%$
test_compile_add_one_nested[pytree-compile] 0.2829ms 0.1354ms 7.3870 KOps/s 7.0821 KOps/s $\color{#35bf28}+4.31\%$
test_compile_add_one_nested[pytree-eager] 0.4347ms 0.1830ms 5.4658 KOps/s 5.5000 KOps/s $\color{#d91a1a}-0.62\%$
test_compile_copy_nested[tensordict-compile] 0.1300ms 15.5068μs 64.4877 KOps/s 60.7823 KOps/s $\textbf{\color{#35bf28}+6.10\%}$
test_compile_copy_nested[tensordict-eager] 0.3551ms 52.9780μs 18.8758 KOps/s 18.3101 KOps/s $\color{#35bf28}+3.09\%$
test_compile_copy_nested[pytree-compile] 0.1250ms 15.7001μs 63.6940 KOps/s 61.4940 KOps/s $\color{#35bf28}+3.58\%$
test_compile_copy_nested[pytree-eager] 0.3863ms 67.5253μs 14.8093 KOps/s 14.4249 KOps/s $\color{#35bf28}+2.66\%$
test_compile_add_one_flat[tensordict-compile] 0.3120ms 0.2492ms 4.0123 KOps/s 3.8233 KOps/s $\color{#35bf28}+4.94\%$
test_compile_add_one_flat[tensordict-eager] 0.3416ms 0.2818ms 3.5482 KOps/s 3.5167 KOps/s $\color{#35bf28}+0.90\%$
test_compile_add_one_flat[tensorclass-compile] 0.3191ms 0.1870ms 5.3474 KOps/s 5.1789 KOps/s $\color{#35bf28}+3.25\%$
test_compile_add_one_flat[tensorclass-eager] 0.1763ms 75.8388μs 13.1859 KOps/s 13.2126 KOps/s $\color{#d91a1a}-0.20\%$
test_compile_add_one_flat[pytree-compile] 0.2986ms 0.1934ms 5.1697 KOps/s 5.0139 KOps/s $\color{#35bf28}+3.11\%$
test_compile_add_one_flat[pytree-eager] 0.8095ms 0.5395ms 1.8534 KOps/s 1.8977 KOps/s $\color{#d91a1a}-2.33\%$
test_compile_add_self_flat[tensordict-eager] 0.4228ms 0.3293ms 3.0363 KOps/s 2.9965 KOps/s $\color{#35bf28}+1.33\%$
test_compile_add_self_flat[tensordict-compile] 0.4962ms 0.2500ms 3.9998 KOps/s 3.5866 KOps/s $\textbf{\color{#35bf28}+11.52\%}$
test_compile_add_self_flat[tensorclass-eager] 0.1357ms 92.6708μs 10.7909 KOps/s 10.7914 KOps/s $-0.00\%$
test_compile_add_self_flat[tensorclass-compile] 0.2689ms 0.1874ms 5.3355 KOps/s 5.0069 KOps/s $\textbf{\color{#35bf28}+6.56\%}$
test_compile_add_self_flat[pytree-eager] 0.6485ms 0.4434ms 2.2553 KOps/s 2.2987 KOps/s $\color{#d91a1a}-1.89\%$
test_compile_add_self_flat[pytree-compile] 0.5498ms 0.1926ms 5.1933 KOps/s 5.0032 KOps/s $\color{#35bf28}+3.80\%$
test_compile_copy_flat[tensordict-compile] 56.7430μs 19.8131μs 50.4717 KOps/s 50.0319 KOps/s $\color{#35bf28}+0.88\%$
test_compile_copy_flat[tensordict-eager] 73.0240μs 41.1289μs 24.3138 KOps/s 23.9790 KOps/s $\color{#35bf28}+1.40\%$
test_compile_copy_flat[pytree-compile] 0.1451ms 21.7001μs 46.0828 KOps/s 45.2197 KOps/s $\color{#35bf28}+1.91\%$
test_compile_copy_flat[pytree-eager] 0.3320ms 52.3413μs 19.1054 KOps/s 19.1423 KOps/s $\color{#d91a1a}-0.19\%$
test_compile_assign_and_add[tensordict-compile] 2.2120ms 0.2401ms 4.1642 KOps/s 3.8008 KOps/s $\textbf{\color{#35bf28}+9.56\%}$
test_compile_assign_and_add[tensordict-eager] 3.5075ms 3.3372ms 299.6513 Ops/s 302.5248 Ops/s $\color{#d91a1a}-0.95\%$
test_compile_assign_and_add[pytree-compile] 2.1370ms 0.1810ms 5.5244 KOps/s 5.4179 KOps/s $\color{#35bf28}+1.96\%$
test_compile_assign_and_add[pytree-eager] 3.1007ms 2.8555ms 350.2018 Ops/s 358.4266 Ops/s $\color{#d91a1a}-2.29\%$
test_compile_indexing[tensor-tensordict-compile] 0.3428ms 0.1370ms 7.2968 KOps/s 7.2387 KOps/s $\color{#35bf28}+0.80\%$
test_compile_indexing[tensor-tensordict-eager] 0.3195ms 75.4090μs 13.2610 KOps/s 13.3108 KOps/s $\color{#d91a1a}-0.37\%$
test_compile_indexing[tensor-tensorclass-compile] 0.2143ms 0.1190ms 8.4032 KOps/s 8.3580 KOps/s $\color{#35bf28}+0.54\%$
test_compile_indexing[tensor-tensorclass-eager] 0.2717ms 48.9426μs 20.4321 KOps/s 22.0632 KOps/s $\textbf{\color{#d91a1a}-7.39\%}$
test_compile_indexing[tensor-pytree-compile] 0.1728ms 0.1201ms 8.3274 KOps/s 8.2677 KOps/s $\color{#35bf28}+0.72\%$
test_compile_indexing[tensor-pytree-eager] 0.2503ms 46.1434μs 21.6716 KOps/s 21.9887 KOps/s $\color{#d91a1a}-1.44\%$
test_compile_indexing[slice-tensordict-compile] 0.2035ms 86.6597μs 11.5394 KOps/s 11.7695 KOps/s $\color{#d91a1a}-1.95\%$
test_compile_indexing[slice-tensordict-eager] 0.2074ms 30.2722μs 33.0337 KOps/s 35.8733 KOps/s $\textbf{\color{#d91a1a}-7.92\%}$
test_compile_indexing[slice-tensorclass-compile] 0.1858ms 71.7135μs 13.9444 KOps/s 13.9522 KOps/s $\color{#d91a1a}-0.06\%$
test_compile_indexing[slice-tensorclass-eager] 0.2468ms 22.5578μs 44.3306 KOps/s 44.6995 KOps/s $\color{#d91a1a}-0.83\%$
test_compile_indexing[slice-pytree-compile] 0.1222ms 72.3340μs 13.8247 KOps/s 13.9489 KOps/s $\color{#d91a1a}-0.89\%$
test_compile_indexing[slice-pytree-eager] 0.2280ms 22.5620μs 44.3222 KOps/s 44.7887 KOps/s $\color{#d91a1a}-1.04\%$
test_compile_indexing[int-tensordict-compile] 0.1923ms 84.5267μs 11.8306 KOps/s 11.6079 KOps/s $\color{#35bf28}+1.92\%$
test_compile_indexing[int-tensordict-eager] 0.2823ms 28.9266μs 34.5702 KOps/s 35.6576 KOps/s $\color{#d91a1a}-3.05\%$
test_compile_indexing[int-tensorclass-compile] 0.1203ms 72.4926μs 13.7945 KOps/s 13.8003 KOps/s $\color{#d91a1a}-0.04\%$
test_compile_indexing[int-tensorclass-eager] 0.2419ms 22.5620μs 44.3223 KOps/s 44.2489 KOps/s $\color{#35bf28}+0.17\%$
test_compile_indexing[int-pytree-compile] 0.1176ms 71.8480μs 13.9183 KOps/s 13.9574 KOps/s $\color{#d91a1a}-0.28\%$
test_compile_indexing[int-pytree-eager] 0.2377ms 22.5326μs 44.3801 KOps/s 44.5090 KOps/s $\color{#d91a1a}-0.29\%$
test_compile_replace[single-eager] 94.3960μs 48.3589μs 20.6787 KOps/s 21.0640 KOps/s $\color{#d91a1a}-1.83\%$
test_compile_replace[single-compile] 0.2381ms 0.1303ms 7.6727 KOps/s 7.5687 KOps/s $\color{#35bf28}+1.37\%$
test_compile_replace[multi-eager] 0.6665ms 0.5756ms 1.7373 KOps/s 1.7405 KOps/s $\color{#d91a1a}-0.18\%$
test_compile_replace[multi-compile] 0.3054ms 0.1380ms 7.2438 KOps/s 7.1350 KOps/s $\color{#35bf28}+1.52\%$
test_compile_tc_getattr_20[eager] 0.2108ms 0.1765ms 5.6664 KOps/s 5.9415 KOps/s $\color{#d91a1a}-4.63\%$
test_compile_tc_getattr_20[compile] 0.3475ms 0.1474ms 6.7822 KOps/s 6.6311 KOps/s $\color{#35bf28}+2.28\%$
test_compile_clone_shallow[20-eager] 54.9440μs 18.9881μs 52.6646 KOps/s 51.1969 KOps/s $\color{#35bf28}+2.87\%$
test_compile_clone_shallow[20-compile] 73.6640μs 17.0451μs 58.6680 KOps/s 58.2016 KOps/s $\color{#35bf28}+0.80\%$
test_compile_clone_shallow[40-eager] 78.6450μs 33.5228μs 29.8304 KOps/s 29.2975 KOps/s $\color{#35bf28}+1.82\%$
test_compile_clone_shallow[40-compile] 85.7450μs 18.7264μs 53.4007 KOps/s 54.2383 KOps/s $\color{#d91a1a}-1.54\%$
test_compile_clone_shallow[80-eager] 95.2060μs 62.9675μs 15.8812 KOps/s 15.7483 KOps/s $\color{#35bf28}+0.84\%$
test_compile_clone_shallow[80-compile] 91.6260μs 21.6510μs 46.1873 KOps/s 44.3844 KOps/s $\color{#35bf28}+4.06\%$
test_compile_update_inplace[eager] 0.1028ms 60.4759μs 16.5355 KOps/s 16.3969 KOps/s $\color{#35bf28}+0.85\%$
test_compile_update_inplace[compile] 0.3913ms 0.1486ms 6.7313 KOps/s 6.6042 KOps/s $\color{#35bf28}+1.92\%$
test_mod_add[eager] 0.2943ms 0.2275ms 4.3960 KOps/s 4.3633 KOps/s $\color{#35bf28}+0.75\%$
test_mod_add[compile] 0.2530ms 0.1328ms 7.5275 KOps/s 7.2938 KOps/s $\color{#35bf28}+3.20\%$
test_mod_add[compile-overhead] 0.3558ms 0.1788ms 5.5940 KOps/s 5.4777 KOps/s $\color{#35bf28}+2.12\%$
test_mod_wrap[eager] 0.5493ms 0.4752ms 2.1043 KOps/s 2.1063 KOps/s $\color{#d91a1a}-0.10\%$
test_mod_wrap[compile] 0.5007ms 0.4092ms 2.4437 KOps/s 2.4619 KOps/s $\color{#d91a1a}-0.74\%$
test_mod_wrap[compile-overhead] 8.6537ms 4.7614ms 210.0238 Ops/s 218.0702 Ops/s $\color{#d91a1a}-3.69\%$
test_mod_wrap_and_backward[eager] 1.8470ms 1.7207ms 581.1587 Ops/s 582.5685 Ops/s $\color{#d91a1a}-0.24\%$
test_mod_wrap_and_backward[compile] 2.3293ms 1.6272ms 614.5435 Ops/s 644.3911 Ops/s $\color{#d91a1a}-4.63\%$
test_mod_wrap_and_backward[compile-overhead] 1.4171ms 0.9506ms 1.0520 KOps/s 1.0350 KOps/s $\color{#35bf28}+1.64\%$
test_seq_add[eager] 0.6065ms 0.5136ms 1.9471 KOps/s 1.9439 KOps/s $\color{#35bf28}+0.16\%$
test_seq_add[compile] 0.2398ms 0.1493ms 6.6980 KOps/s 6.8130 KOps/s $\color{#d91a1a}-1.69\%$
test_seq_add[compile-overhead] 0.3465ms 0.1869ms 5.3511 KOps/s 5.2809 KOps/s $\color{#35bf28}+1.33\%$
test_seq_wrap[eager] 1.5295ms 1.4223ms 703.0650 Ops/s 701.5471 Ops/s $\color{#35bf28}+0.22\%$
test_seq_wrap[compile] 0.5451ms 0.4148ms 2.4110 KOps/s 2.3605 KOps/s $\color{#35bf28}+2.14\%$
test_seq_wrap[compile-overhead] 0.3915ms 0.3169ms 3.1558 KOps/s 3.1893 KOps/s $\color{#d91a1a}-1.05\%$
test_func_call_runtime[False-eager] 0.9315ms 0.8210ms 1.2180 KOps/s 1.2502 KOps/s $\color{#d91a1a}-2.57\%$
test_func_call_runtime[False-compile] 1.0707ms 1.0008ms 999.2037 Ops/s 1.0138 KOps/s $\color{#d91a1a}-1.44\%$
test_func_call_runtime[False-compile-overhead] 0.6634ms 0.5135ms 1.9476 KOps/s 1.9366 KOps/s $\color{#35bf28}+0.56\%$
test_func_call_runtime[True-eager] 1.1519ms 1.0726ms 932.2964 Ops/s 929.8539 Ops/s $\color{#35bf28}+0.26\%$
test_func_call_runtime[True-compile] 1.1352ms 1.0143ms 985.9002 Ops/s 998.5978 Ops/s $\color{#d91a1a}-1.27\%$
test_func_call_runtime[True-compile-overhead] 0.5912ms 0.5278ms 1.8947 KOps/s 1.8689 KOps/s $\color{#35bf28}+1.38\%$
test_func_call_cm_runtime[False-eager] 0.9395ms 0.8214ms 1.2174 KOps/s 1.2469 KOps/s $\color{#d91a1a}-2.37\%$
test_func_call_cm_runtime[False-compile] 1.0939ms 0.9830ms 1.0173 KOps/s 1.0363 KOps/s $\color{#d91a1a}-1.83\%$
test_func_call_cm_runtime[False-compile-overhead] 0.6616ms 0.4932ms 2.0277 KOps/s 2.0085 KOps/s $\color{#35bf28}+0.96\%$
test_func_call_cm_runtime[True-eager] 1.3515ms 1.2230ms 817.6742 Ops/s 816.9852 Ops/s $\color{#35bf28}+0.08\%$
test_func_call_cm_runtime[True-compile] 1.1247ms 1.0405ms 961.1079 Ops/s 976.2851 Ops/s $\color{#d91a1a}-1.55\%$
test_func_call_cm_runtime[True-compile-overhead] 0.7050ms 0.5500ms 1.8181 KOps/s 1.7816 KOps/s $\color{#35bf28}+2.04\%$
test_vmap_func_call_cm_runtime[eager] 2.9138ms 2.4331ms 411.0017 Ops/s 410.5502 Ops/s $\color{#35bf28}+0.11\%$
test_vmap_func_call_cm_runtime[compile] 3.1106ms 2.6244ms 381.0424 Ops/s 381.5634 Ops/s $\color{#d91a1a}-0.14\%$
test_vmap_func_call_cm_runtime[compile-overhead] 3.1026ms 2.6263ms 380.7610 Ops/s 381.9705 Ops/s $\color{#d91a1a}-0.32\%$
test_distributed 0.5777ms 0.1470ms 6.8021 KOps/s 6.6617 KOps/s $\color{#35bf28}+2.11\%$
test_tdmodule 0.3524ms 0.1910ms 5.2356 KOps/s 5.0287 KOps/s $\color{#35bf28}+4.11\%$
test_tdmodule_dispatch 0.4088ms 0.3715ms 2.6919 KOps/s 2.6268 KOps/s $\color{#35bf28}+2.48\%$
test_tdseq 64.1950μs 26.7952μs 37.3202 KOps/s 37.3160 KOps/s $\color{#35bf28}+0.01\%$
test_tdseq_dispatch 0.2808ms 0.2149ms 4.6531 KOps/s 4.4717 KOps/s $\color{#35bf28}+4.06\%$
test_instantiation_functorch 2.1694ms 2.0905ms 478.3481 Ops/s 473.6114 Ops/s $\color{#35bf28}+1.00\%$
test_exec_functorch 0.2283ms 0.1869ms 5.3516 KOps/s 5.2636 KOps/s $\color{#35bf28}+1.67\%$
test_exec_functional_call 0.2265ms 0.1653ms 6.0480 KOps/s 5.9746 KOps/s $\color{#35bf28}+1.23\%$
test_exec_td_decorator 0.4807ms 0.2557ms 3.9103 KOps/s 3.8798 KOps/s $\color{#35bf28}+0.79\%$
test_vmap_mlp_speed_decorator[True-True] 1.2355ms 1.0471ms 954.9872 Ops/s 955.2411 Ops/s $\color{#d91a1a}-0.03\%$
test_vmap_mlp_speed_decorator[True-False] 1.2339ms 1.0433ms 958.5193 Ops/s 958.6014 Ops/s $-0.01\%$
test_vmap_mlp_speed_decorator[False-True] 0.9298ms 0.7445ms 1.3433 KOps/s 1.3498 KOps/s $\color{#d91a1a}-0.48\%$
test_vmap_mlp_speed_decorator[False-False] 0.9200ms 0.7433ms 1.3453 KOps/s 1.3502 KOps/s $\color{#d91a1a}-0.36\%$
test_vmap_transformer_speed_decorator[True-True] 21.5384ms 21.3373ms 46.8663 Ops/s 46.9059 Ops/s $\color{#d91a1a}-0.08\%$
test_vmap_transformer_speed_decorator[True-False] 21.4733ms 21.3082ms 46.9303 Ops/s 46.9711 Ops/s $\color{#d91a1a}-0.09\%$
test_vmap_transformer_speed_decorator[False-True] 21.5218ms 20.9051ms 47.8352 Ops/s 47.3790 Ops/s $\color{#35bf28}+0.96\%$
test_vmap_transformer_speed_decorator[False-False] 21.6750ms 20.9245ms 47.7909 Ops/s 47.7817 Ops/s $\color{#35bf28}+0.02\%$
test_to_module_speed[True] 2.2810ms 1.6602ms 602.3248 Ops/s 599.7594 Ops/s $\color{#35bf28}+0.43\%$
test_to_module_speed[False] 2.2196ms 1.6277ms 614.3545 Ops/s 612.7929 Ops/s $\color{#35bf28}+0.25\%$
test_to_module_plain_tensor_speed[None] 2.2146ms 1.7103ms 584.7077 Ops/s 572.3480 Ops/s $\color{#35bf28}+2.16\%$
test_to_module_plain_tensor_speed[False] 2.0055ms 1.5790ms 633.3101 Ops/s 631.8547 Ops/s $\color{#35bf28}+0.23\%$
test_to_module_plain_tensor_speed[True] 3.6217ms 3.4130ms 292.9976 Ops/s 289.6849 Ops/s $\color{#35bf28}+1.14\%$
test_tc_init 79.9750μs 43.0060μs 23.2526 KOps/s 23.3664 KOps/s $\color{#d91a1a}-0.49\%$
test_tc_init_tensor_only 39.6330μs 9.0037μs 111.0659 KOps/s 111.2718 KOps/s $\color{#d91a1a}-0.19\%$
test_tc_init_nested 0.1258ms 85.6391μs 11.6769 KOps/s 11.6858 KOps/s $\color{#d91a1a}-0.08\%$
test_tc_init_many_fields 40.3430μs 14.6319μs 68.3438 KOps/s 67.2477 KOps/s $\color{#35bf28}+1.63\%$
test_tc_first_layer_tensor 17.3710μs 1.8004μs 555.4449 KOps/s 553.1311 KOps/s $\color{#35bf28}+0.42\%$
test_tc_first_layer_tensor_only 3.6813μs 0.3931μs 2.5437 MOps/s 2.5421 MOps/s $\color{#35bf28}+0.06\%$
test_tc_first_layer_tensor_set 63.6340μs 3.9958μs 250.2653 KOps/s 253.4958 KOps/s $\color{#d91a1a}-1.27\%$
test_tc_first_layer_tensor_only_set 18.5110μs 3.2972μs 303.2907 KOps/s 302.7687 KOps/s $\color{#35bf28}+0.17\%$
test_tc_first_layer_nontensor 26.4120μs 6.2064μs 161.1246 KOps/s 154.2649 KOps/s $\color{#35bf28}+4.45\%$
test_tc_second_layer_tensor 24.7120μs 4.4060μs 226.9611 KOps/s 225.4720 KOps/s $\color{#35bf28}+0.66\%$
test_tc_second_layer_nontensor 49.4330μs 8.7396μs 114.4217 KOps/s 111.2165 KOps/s $\color{#35bf28}+2.88\%$
test_unbind 0.2675s 16.8998ms 59.1723 Ops/s 67.8275 Ops/s $\textbf{\color{#d91a1a}-12.76\%}$
test_full_like 4.5766ms 4.4120ms 226.6540 Ops/s 229.5619 Ops/s $\color{#d91a1a}-1.27\%$
test_zeros_like 4.6754ms 4.3943ms 227.5691 Ops/s 232.7213 Ops/s $\color{#d91a1a}-2.21\%$
test_ones_like 4.5502ms 4.4039ms 227.0697 Ops/s 227.5933 Ops/s $\color{#d91a1a}-0.23\%$
test_clone 7.0167ms 6.6289ms 150.8553 Ops/s 151.5283 Ops/s $\color{#d91a1a}-0.44\%$
test_squeeze 0.2377ms 14.6014μs 68.4865 KOps/s 64.3552 KOps/s $\textbf{\color{#35bf28}+6.42\%}$
test_unsqueeze 0.1923ms 0.1110ms 9.0123 KOps/s 8.5016 KOps/s $\textbf{\color{#35bf28}+6.01\%}$
test_split 0.2676ms 0.1833ms 5.4549 KOps/s 5.4467 KOps/s $\color{#35bf28}+0.15\%$
test_permute 0.3029ms 0.2060ms 4.8543 KOps/s 4.6133 KOps/s $\textbf{\color{#35bf28}+5.23\%}$
test_stack 19.7523ms 18.6862ms 53.5154 Ops/s 54.2595 Ops/s $\color{#d91a1a}-1.37\%$
test_cat 19.5893ms 18.6058ms 53.7467 Ops/s 37.3091 Ops/s $\textbf{\color{#35bf28}+44.06\%}$
test_sequential_tensordict 0.8224ms 0.5776ms 1.7312 KOps/s 1.6926 KOps/s $\color{#35bf28}+2.28\%$
test_sequential_graph_module 0.2327ms 0.1214ms 8.2378 KOps/s 7.9946 KOps/s $\color{#35bf28}+3.04\%$
test_nested_tensordict 0.9981ms 0.8409ms 1.1892 KOps/s 1.2106 KOps/s $\color{#d91a1a}-1.76\%$
test_nested_graph_module 0.1967ms 0.1352ms 7.3990 KOps/s 7.7077 KOps/s $\color{#d91a1a}-4.00\%$

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$\color{#D29922}\textsf{\Large&amp;#x26A0;\kern{0.2cm}\normalsize Warning}$ Result of GPU Benchmark Tests

Total Benchmarks: 344. Improved: $\large\color{#35bf28}22$. Worsened: $\large\color{#d91a1a}18$.

Expand to view detailed results
Name Max Mean Ops Ops on Repo HEAD Change
test_collector_preallocated_write[stack_out-cpu-32-2] 0.2043ms 0.1710ms 5.8469 KOps/s 5.9575 KOps/s $\color{#d91a1a}-1.86\%$
test_collector_preallocated_write[stack_out-cpu-32-8] 0.3453ms 0.2970ms 3.3672 KOps/s 3.4026 KOps/s $\color{#d91a1a}-1.04\%$
test_collector_preallocated_write[stack_out-cpu-32-32] 0.8683ms 0.7764ms 1.2880 KOps/s 1.2827 KOps/s $\color{#35bf28}+0.41\%$
test_collector_preallocated_write[stack_out-cpu-4096-2] 0.3929ms 0.3443ms 2.9048 KOps/s 2.9057 KOps/s $\color{#d91a1a}-0.03\%$
test_collector_preallocated_write[stack_out-cpu-4096-8] 1.2528ms 1.1544ms 866.2650 Ops/s 897.4188 Ops/s $\color{#d91a1a}-3.47\%$
test_collector_preallocated_write[stack_out-cpu-4096-32] 7.7870ms 7.2817ms 137.3303 Ops/s 135.2064 Ops/s $\color{#35bf28}+1.57\%$
test_collector_preallocated_write[stack_out-cuda-32-2] 0.3461ms 0.2512ms 3.9808 KOps/s 4.0655 KOps/s $\color{#d91a1a}-2.08\%$
test_collector_preallocated_write[stack_out-cuda-32-8] 0.4401ms 0.3743ms 2.6718 KOps/s 2.7086 KOps/s $\color{#d91a1a}-1.36\%$
test_collector_preallocated_write[stack_out-cuda-32-32] 0.9331ms 0.8281ms 1.2076 KOps/s 1.2240 KOps/s $\color{#d91a1a}-1.34\%$
test_collector_preallocated_write[stack_out-cuda-4096-2] 0.3273ms 0.2610ms 3.8308 KOps/s 4.0917 KOps/s $\textbf{\color{#d91a1a}-6.38\%}$
test_collector_preallocated_write[stack_out-cuda-4096-8] 0.4296ms 0.3774ms 2.6498 KOps/s 2.7254 KOps/s $\color{#d91a1a}-2.77\%$
test_collector_preallocated_write[stack_out-cuda-4096-32] 0.9680ms 0.8951ms 1.1172 KOps/s 1.1295 KOps/s $\color{#d91a1a}-1.09\%$
test_collector_preallocated_write[set_at_loop-cpu-32-2] 0.3049ms 0.2164ms 4.6209 KOps/s 4.7225 KOps/s $\color{#d91a1a}-2.15\%$
test_collector_preallocated_write[set_at_loop-cpu-32-8] 0.9176ms 0.8303ms 1.2044 KOps/s 1.1985 KOps/s $\color{#35bf28}+0.50\%$
test_collector_preallocated_write[set_at_loop-cpu-32-32] 3.4518ms 3.3469ms 298.7802 Ops/s 307.1794 Ops/s $\color{#d91a1a}-2.73\%$
test_collector_preallocated_write[set_at_loop-cpu-4096-2] 0.7158ms 0.3647ms 2.7416 KOps/s 2.6580 KOps/s $\color{#35bf28}+3.14\%$
test_collector_preallocated_write[set_at_loop-cpu-4096-8] 2.1269ms 1.7502ms 571.3573 Ops/s 588.8910 Ops/s $\color{#d91a1a}-2.98\%$
test_collector_preallocated_write[set_at_loop-cpu-4096-32] 10.4621ms 10.1478ms 98.5431 Ops/s 98.1419 Ops/s $\color{#35bf28}+0.41\%$
test_collector_preallocated_write[set_at_loop-cuda-32-2] 0.4439ms 0.4006ms 2.4965 KOps/s 2.5552 KOps/s $\color{#d91a1a}-2.30\%$
test_collector_preallocated_write[set_at_loop-cuda-32-8] 1.6159ms 1.4971ms 667.9673 Ops/s 681.6140 Ops/s $\color{#d91a1a}-2.00\%$
test_collector_preallocated_write[set_at_loop-cuda-32-32] 6.2391ms 6.1700ms 162.0751 Ops/s 168.7452 Ops/s $\color{#d91a1a}-3.95\%$
test_collector_preallocated_write[set_at_loop-cuda-4096-2] 0.4654ms 0.4048ms 2.4706 KOps/s 2.4910 KOps/s $\color{#d91a1a}-0.82\%$
test_collector_preallocated_write[set_at_loop-cuda-4096-8] 1.6544ms 1.4823ms 674.6477 Ops/s 669.8786 Ops/s $\color{#35bf28}+0.71\%$
test_collector_preallocated_write[set_at_loop-cuda-4096-32] 6.2169ms 6.0572ms 165.0925 Ops/s 166.1826 Ops/s $\color{#d91a1a}-0.66\%$
test_collector_preallocated_write[copy_at-cpu-32-2] 0.6979ms 0.1757ms 5.6909 KOps/s 5.7238 KOps/s $\color{#d91a1a}-0.57\%$
test_collector_preallocated_write[copy_at-cpu-32-8] 0.7174ms 0.6807ms 1.4691 KOps/s 1.4718 KOps/s $\color{#d91a1a}-0.19\%$
test_collector_preallocated_write[copy_at-cpu-32-32] 2.7507ms 2.7013ms 370.1955 Ops/s 369.7314 Ops/s $\color{#35bf28}+0.13\%$
test_collector_preallocated_write[copy_at-cpu-4096-2] 0.4275ms 0.3186ms 3.1384 KOps/s 3.0552 KOps/s $\color{#35bf28}+2.73\%$
test_collector_preallocated_write[copy_at-cpu-4096-8] 1.9469ms 1.5414ms 648.7400 Ops/s 689.6052 Ops/s $\textbf{\color{#d91a1a}-5.93\%}$
test_collector_preallocated_write[copy_at-cpu-4096-32] 9.9376ms 9.5312ms 104.9184 Ops/s 105.0328 Ops/s $\color{#d91a1a}-0.11\%$
test_collector_preallocated_write[copy_at-cuda-32-2] 0.4585ms 0.3290ms 3.0398 KOps/s 3.0637 KOps/s $\color{#d91a1a}-0.78\%$
test_collector_preallocated_write[copy_at-cuda-32-8] 1.3155ms 1.2276ms 814.5923 Ops/s 825.8374 Ops/s $\color{#d91a1a}-1.36\%$
test_collector_preallocated_write[copy_at-cuda-32-32] 4.9507ms 4.8101ms 207.8954 Ops/s 210.5757 Ops/s $\color{#d91a1a}-1.27\%$
test_collector_preallocated_write[copy_at-cuda-4096-2] 0.3755ms 0.3306ms 3.0251 KOps/s 3.0605 KOps/s $\color{#d91a1a}-1.16\%$
test_collector_preallocated_write[copy_at-cuda-4096-8] 1.3194ms 1.2381ms 807.6809 Ops/s 821.7268 Ops/s $\color{#d91a1a}-1.71\%$
test_collector_preallocated_write[copy_at-cuda-4096-32] 4.9468ms 4.8549ms 205.9761 Ops/s 209.9238 Ops/s $\color{#d91a1a}-1.88\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-32-2] 0.1726ms 0.1240ms 8.0671 KOps/s 8.3748 KOps/s $\color{#d91a1a}-3.67\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-32-8] 0.5577ms 0.4865ms 2.0554 KOps/s 2.1358 KOps/s $\color{#d91a1a}-3.77\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-32-32] 2.0234ms 1.9273ms 518.8633 Ops/s 538.5503 Ops/s $\color{#d91a1a}-3.66\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-4096-2] 0.6288ms 0.2596ms 3.8528 KOps/s 3.8545 KOps/s $\color{#d91a1a}-0.04\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-4096-8] 1.4832ms 1.2551ms 796.7300 Ops/s 815.4937 Ops/s $\color{#d91a1a}-2.30\%$
test_collector_preallocated_write[manual_leaf_copy-cpu-4096-32] 9.1830ms 8.5760ms 116.6040 Ops/s 116.5507 Ops/s $\color{#35bf28}+0.05\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-32-2] 0.3426ms 0.2874ms 3.4790 KOps/s 3.6153 KOps/s $\color{#d91a1a}-3.77\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-32-8] 1.1657ms 1.0760ms 929.4102 Ops/s 974.0487 Ops/s $\color{#d91a1a}-4.58\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-32-32] 4.3253ms 4.1714ms 239.7276 Ops/s 249.0580 Ops/s $\color{#d91a1a}-3.75\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-4096-2] 0.3601ms 0.2876ms 3.4767 KOps/s 3.6179 KOps/s $\color{#d91a1a}-3.90\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-4096-8] 1.2226ms 1.0699ms 934.6684 Ops/s 969.3042 Ops/s $\color{#d91a1a}-3.57\%$
test_collector_preallocated_write[manual_leaf_copy-cuda-4096-32] 4.3370ms 4.2243ms 236.7275 Ops/s 248.6178 Ops/s $\color{#d91a1a}-4.78\%$
test_wide_nested_preallocated_write[stack_out-cpu-128-128] 18.2505ms 16.3861ms 61.0274 Ops/s 61.2804 Ops/s $\color{#d91a1a}-0.41\%$
test_wide_nested_preallocated_write[stack_out-cpu-128-256] 33.2366ms 32.8530ms 30.4386 Ops/s 30.4680 Ops/s $\color{#d91a1a}-0.10\%$
test_wide_nested_preallocated_write[stack_out-cpu-4096-128] 90.4332ms 88.7825ms 11.2635 Ops/s 12.0486 Ops/s $\textbf{\color{#d91a1a}-6.52\%}$
test_wide_nested_preallocated_write[stack_out-cpu-4096-256] 0.2078s 0.2074s 4.8225 Ops/s 5.1280 Ops/s $\textbf{\color{#d91a1a}-5.96\%}$
test_wide_nested_preallocated_write[stack_out-cuda-128-128] 14.0191ms 13.8837ms 72.0268 Ops/s 72.9150 Ops/s $\color{#d91a1a}-1.22\%$
test_wide_nested_preallocated_write[stack_out-cuda-128-256] 27.4795ms 27.2738ms 36.6652 Ops/s 37.0459 Ops/s $\color{#d91a1a}-1.03\%$
test_wide_nested_preallocated_write[stack_out-cuda-4096-128] 14.1163ms 13.9868ms 71.4958 Ops/s 71.3907 Ops/s $\color{#35bf28}+0.15\%$
test_wide_nested_preallocated_write[stack_out-cuda-4096-256] 27.9252ms 27.7104ms 36.0875 Ops/s 36.1837 Ops/s $\color{#d91a1a}-0.27\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-128-128] 53.5083ms 53.0815ms 18.8389 Ops/s 19.3730 Ops/s $\color{#d91a1a}-2.76\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-128-256] 0.1075s 0.1069s 9.3561 Ops/s 9.6121 Ops/s $\color{#d91a1a}-2.66\%$
test_wide_nested_preallocated_write[set_at_loop-cpu-4096-128] 0.1528s 0.1522s 6.5698 Ops/s 6.9435 Ops/s $\textbf{\color{#d91a1a}-5.38\%}$
test_wide_nested_preallocated_write[set_at_loop-cpu-4096-256] 0.3306s 0.3292s 3.0373 Ops/s 3.1551 Ops/s $\color{#d91a1a}-3.73\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-128-128] 79.7140ms 79.0189ms 12.6552 Ops/s 12.7963 Ops/s $\color{#d91a1a}-1.10\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-128-256] 0.1583s 0.1573s 6.3585 Ops/s 6.4123 Ops/s $\color{#d91a1a}-0.84\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-4096-128] 79.6259ms 77.8930ms 12.8381 Ops/s 12.8015 Ops/s $\color{#35bf28}+0.29\%$
test_wide_nested_preallocated_write[set_at_loop-cuda-4096-256] 0.1586s 0.1580s 6.3286 Ops/s 6.3864 Ops/s $\color{#d91a1a}-0.91\%$
test_wide_nested_preallocated_write[copy_at-cpu-128-128] 31.2335ms 30.7873ms 32.4809 Ops/s 32.7209 Ops/s $\color{#d91a1a}-0.73\%$
test_wide_nested_preallocated_write[copy_at-cpu-128-256] 62.9727ms 62.6186ms 15.9697 Ops/s 16.2473 Ops/s $\color{#d91a1a}-1.71\%$
test_wide_nested_preallocated_write[copy_at-cpu-4096-128] 0.1248s 0.1244s 8.0389 Ops/s 8.5536 Ops/s $\textbf{\color{#d91a1a}-6.02\%}$
test_wide_nested_preallocated_write[copy_at-cpu-4096-256] 0.2756s 0.2748s 3.6384 Ops/s 3.7784 Ops/s $\color{#d91a1a}-3.71\%$
test_wide_nested_preallocated_write[copy_at-cuda-128-128] 44.4549ms 44.2414ms 22.6032 Ops/s 23.0765 Ops/s $\color{#d91a1a}-2.05\%$
test_wide_nested_preallocated_write[copy_at-cuda-128-256] 89.1475ms 88.8778ms 11.2514 Ops/s 11.5688 Ops/s $\color{#d91a1a}-2.74\%$
test_wide_nested_preallocated_write[copy_at-cuda-4096-128] 44.7100ms 44.4420ms 22.5013 Ops/s 22.9849 Ops/s $\color{#d91a1a}-2.10\%$
test_wide_nested_preallocated_write[copy_at-cuda-4096-256] 89.5030ms 89.0858ms 11.2251 Ops/s 11.4773 Ops/s $\color{#d91a1a}-2.20\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-128-128] 21.0519ms 20.8565ms 47.9466 Ops/s 48.5342 Ops/s $\color{#d91a1a}-1.21\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-128-256] 42.9675ms 42.8029ms 23.3629 Ops/s 23.7783 Ops/s $\color{#d91a1a}-1.75\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-4096-128] 0.1134s 0.1132s 8.8361 Ops/s 9.5012 Ops/s $\textbf{\color{#d91a1a}-7.00\%}$
test_wide_nested_preallocated_write[manual_leaf_copy-cpu-4096-256] 0.2516s 0.2510s 3.9843 Ops/s 4.1860 Ops/s $\color{#d91a1a}-4.82\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-128-128] 38.3819ms 38.0725ms 26.2657 Ops/s 27.2569 Ops/s $\color{#d91a1a}-3.64\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-128-256] 76.8010ms 76.3144ms 13.1037 Ops/s 13.7429 Ops/s $\color{#d91a1a}-4.65\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-4096-128] 38.6737ms 38.2524ms 26.1422 Ops/s 27.3373 Ops/s $\color{#d91a1a}-4.37\%$
test_wide_nested_preallocated_write[manual_leaf_copy-cuda-4096-256] 76.5813ms 76.1084ms 13.1392 Ops/s 13.6374 Ops/s $\color{#d91a1a}-3.65\%$
test_plain_set_nested 47.3110μs 15.3955μs 64.9541 KOps/s 64.3070 KOps/s $\color{#35bf28}+1.01\%$
test_plain_set_stack_nested 36.6110μs 15.2817μs 65.4376 KOps/s 65.0612 KOps/s $\color{#35bf28}+0.58\%$
test_plain_set_nested_inplace 63.4020μs 16.8852μs 59.2236 KOps/s 58.0393 KOps/s $\color{#35bf28}+2.04\%$
test_plain_set_stack_nested_inplace 45.7410μs 16.5592μs 60.3893 KOps/s 60.7061 KOps/s $\color{#d91a1a}-0.52\%$
test_items 33.9110μs 5.9536μs 167.9658 KOps/s 166.8995 KOps/s $\color{#35bf28}+0.64\%$
test_items_nested 0.5481ms 0.4614ms 2.1674 KOps/s 2.1498 KOps/s $\color{#35bf28}+0.82\%$
test_items_nested_locked 0.5475ms 0.4619ms 2.1648 KOps/s 2.1228 KOps/s $\color{#35bf28}+1.97\%$
test_items_nested_leaf 0.1436ms 96.4212μs 10.3712 KOps/s 10.4147 KOps/s $\color{#d91a1a}-0.42\%$
test_items_stack_nested 0.5398ms 0.4631ms 2.1595 KOps/s 2.1373 KOps/s $\color{#35bf28}+1.04\%$
test_items_stack_nested_leaf 0.1451ms 96.9969μs 10.3096 KOps/s 10.3377 KOps/s $\color{#d91a1a}-0.27\%$
test_items_stack_nested_locked 0.5305ms 0.4640ms 2.1551 KOps/s 2.1484 KOps/s $\color{#35bf28}+0.31\%$
test_keys 27.7100μs 4.2028μs 237.9393 KOps/s 234.8311 KOps/s $\color{#35bf28}+1.32\%$
test_keys_nested 0.1761ms 0.1308ms 7.6481 KOps/s 7.6485 KOps/s $-0.01\%$
test_keys_nested_locked 1.9992ms 0.1394ms 7.1740 KOps/s 7.1238 KOps/s $\color{#35bf28}+0.70\%$
test_keys_nested_leaf 0.1675ms 0.1210ms 8.2617 KOps/s 8.2217 KOps/s $\color{#35bf28}+0.49\%$
test_keys_stack_nested 0.1873ms 0.1296ms 7.7168 KOps/s 7.5967 KOps/s $\color{#35bf28}+1.58\%$
test_keys_stack_nested_leaf 0.1732ms 0.1200ms 8.3314 KOps/s 8.2831 KOps/s $\color{#35bf28}+0.58\%$
test_keys_stack_nested_locked 0.2128ms 0.1386ms 7.2154 KOps/s 7.1878 KOps/s $\color{#35bf28}+0.38\%$
test_values 6.0402μs 1.0142μs 986.0234 KOps/s 975.8553 KOps/s $\color{#35bf28}+1.04\%$
test_values_nested 85.5410μs 53.5682μs 18.6678 KOps/s 18.8332 KOps/s $\color{#d91a1a}-0.88\%$
test_values_nested_locked 92.9410μs 56.4735μs 17.7074 KOps/s 17.5855 KOps/s $\color{#35bf28}+0.69\%$
test_values_nested_leaf 0.1080ms 60.5147μs 16.5249 KOps/s 16.3962 KOps/s $\color{#35bf28}+0.78\%$
test_values_stack_nested 0.1032ms 52.7253μs 18.9662 KOps/s 18.9740 KOps/s $\color{#d91a1a}-0.04\%$
test_values_stack_nested_leaf 89.4820μs 59.8201μs 16.7168 KOps/s 16.4214 KOps/s $\color{#35bf28}+1.80\%$
test_values_stack_nested_locked 0.1040ms 56.1480μs 17.8101 KOps/s 17.7439 KOps/s $\color{#35bf28}+0.37\%$
test_membership 5.6633μs 0.8435μs 1.1856 MOps/s 1.1861 MOps/s $\color{#d91a1a}-0.04\%$
test_membership_nested 37.5910μs 2.9717μs 336.5054 KOps/s 334.0886 KOps/s $\color{#35bf28}+0.72\%$
test_membership_nested_leaf 34.3710μs 2.9881μs 334.6630 KOps/s 339.6618 KOps/s $\color{#d91a1a}-1.47\%$
test_membership_stacked_nested 26.7010μs 2.9166μs 342.8613 KOps/s 344.0467 KOps/s $\color{#d91a1a}-0.34\%$
test_membership_stacked_nested_leaf 40.1010μs 2.8837μs 346.7800 KOps/s 344.8455 KOps/s $\color{#35bf28}+0.56\%$
test_membership_nested_last 33.3200μs 4.5206μs 221.2078 KOps/s 222.1425 KOps/s $\color{#d91a1a}-0.42\%$
test_membership_nested_leaf_last 35.2500μs 4.4791μs 223.2575 KOps/s 230.3371 KOps/s $\color{#d91a1a}-3.07\%$
test_membership_stacked_nested_last 33.7000μs 4.3852μs 228.0373 KOps/s 228.2986 KOps/s $\color{#d91a1a}-0.11\%$
test_membership_stacked_nested_leaf_last 43.0810μs 4.3822μs 228.1967 KOps/s 229.5476 KOps/s $\color{#d91a1a}-0.59\%$
test_nested_getleaf 54.3510μs 21.8637μs 45.7380 KOps/s 45.6998 KOps/s $\color{#35bf28}+0.08\%$
test_nested_get 53.1310μs 20.5252μs 48.7207 KOps/s 48.3833 KOps/s $\color{#35bf28}+0.70\%$
test_stacked_getleaf 55.8810μs 21.6142μs 46.2659 KOps/s 46.3995 KOps/s $\color{#d91a1a}-0.29\%$
test_stacked_get 50.0610μs 20.3978μs 49.0250 KOps/s 48.9844 KOps/s $\color{#35bf28}+0.08\%$
test_nested_getitemleaf 56.7410μs 22.1374μs 45.1725 KOps/s 44.5086 KOps/s $\color{#35bf28}+1.49\%$
test_nested_getitem 59.1710μs 20.8708μs 47.9138 KOps/s 47.1649 KOps/s $\color{#35bf28}+1.59\%$
test_stacked_getitemleaf 57.4910μs 22.0969μs 45.2551 KOps/s 45.0621 KOps/s $\color{#35bf28}+0.43\%$
test_stacked_getitem 63.7710μs 21.0308μs 47.5492 KOps/s 47.7592 KOps/s $\color{#d91a1a}-0.44\%$
test_lock_nested 0.5945ms 0.5070ms 1.9725 KOps/s 1.9764 KOps/s $\color{#d91a1a}-0.20\%$
test_lock_stack_nested 0.5754ms 0.5151ms 1.9413 KOps/s 1.9752 KOps/s $\color{#d91a1a}-1.71\%$
test_unlock_nested 0.4908ms 0.4054ms 2.4666 KOps/s 2.5150 KOps/s $\color{#d91a1a}-1.92\%$
test_unlock_stack_nested 0.5321ms 0.4092ms 2.4438 KOps/s 2.4915 KOps/s $\color{#d91a1a}-1.91\%$
test_flatten_speed 0.1832ms 0.1221ms 8.1904 KOps/s 8.1540 KOps/s $\color{#35bf28}+0.45\%$
test_unflatten_speed 0.6661ms 0.5733ms 1.7443 KOps/s 1.7420 KOps/s $\color{#35bf28}+0.14\%$
test_common_ops 99.0927ms 1.6894ms 591.9211 Ops/s 295.5674 Ops/s $\textbf{\color{#35bf28}+100.27\%}$
test_creation 74.2720μs 3.1790μs 314.5642 KOps/s 319.9929 KOps/s $\color{#d91a1a}-1.70\%$
test_creation_empty 38.0110μs 7.0296μs 142.2557 KOps/s 141.3028 KOps/s $\color{#35bf28}+0.67\%$
test_creation_nested_1 43.2210μs 11.6062μs 86.1611 KOps/s 86.4467 KOps/s $\color{#d91a1a}-0.33\%$
test_creation_nested_2 45.0710μs 13.5978μs 73.5415 KOps/s 73.1239 KOps/s $\color{#35bf28}+0.57\%$
test_creation_many_keys[10] 51.8810μs 21.1235μs 47.3407 KOps/s 46.7280 KOps/s $\color{#35bf28}+1.31\%$
test_creation_many_keys[50] 0.1269ms 91.3397μs 10.9481 KOps/s 10.8299 KOps/s $\color{#35bf28}+1.09\%$
test_creation_many_keys[100] 0.2281ms 0.1783ms 5.6099 KOps/s 5.5550 KOps/s $\color{#35bf28}+0.99\%$
test_creation_nested_many_keys[10] 84.8920μs 45.2916μs 22.0791 KOps/s 21.7899 KOps/s $\color{#35bf28}+1.33\%$
test_creation_nested_many_keys[50] 0.2471ms 0.1871ms 5.3444 KOps/s 5.3256 KOps/s $\color{#35bf28}+0.35\%$
test_clone 0.2828ms 13.4942μs 74.1057 KOps/s 73.8783 KOps/s $\color{#35bf28}+0.31\%$
test_getitem[int] 1.5006ms 15.5680μs 64.2345 KOps/s 65.9154 KOps/s $\color{#d91a1a}-2.55\%$
test_getitem[slice_int] 0.1488ms 25.0185μs 39.9705 KOps/s 41.3572 KOps/s $\color{#d91a1a}-3.35\%$
test_getitem[range] 0.1835ms 63.7544μs 15.6852 KOps/s 15.5984 KOps/s $\color{#35bf28}+0.56\%$
test_getitem[tuple] 0.1444ms 24.8444μs 40.2505 KOps/s 41.3029 KOps/s $\color{#d91a1a}-2.55\%$
test_getitem[list] 0.1951ms 62.3688μs 16.0336 KOps/s 16.8778 KOps/s $\textbf{\color{#d91a1a}-5.00\%}$
test_setitem_dim[int] 67.8210μs 27.7688μs 36.0116 KOps/s 38.8332 KOps/s $\textbf{\color{#d91a1a}-7.27\%}$
test_setitem_dim[slice_int] 90.4920μs 45.8688μs 21.8013 KOps/s 23.2302 KOps/s $\textbf{\color{#d91a1a}-6.15\%}$
test_setitem_dim[range] 0.1523ms 0.1010ms 9.9034 KOps/s 10.3990 KOps/s $\color{#d91a1a}-4.77\%$
test_setitem_dim[tuple] 71.2420μs 42.8894μs 23.3158 KOps/s 25.3968 KOps/s $\textbf{\color{#d91a1a}-8.19\%}$
test_setitem 0.3023ms 18.2363μs 54.8357 KOps/s 55.7523 KOps/s $\color{#d91a1a}-1.64\%$
test_set 0.2793ms 17.5989μs 56.8218 KOps/s 58.4770 KOps/s $\color{#d91a1a}-2.83\%$
test_set_shared 0.6067ms 0.2109ms 4.7417 KOps/s 4.8040 KOps/s $\color{#d91a1a}-1.30\%$
test_update 0.3430ms 22.1605μs 45.1254 KOps/s 46.4638 KOps/s $\color{#d91a1a}-2.88\%$
test_update_nested 84.0310μs 34.4012μs 29.0688 KOps/s 29.6843 KOps/s $\color{#d91a1a}-2.07\%$
test_update__nested 0.5032ms 33.7277μs 29.6492 KOps/s 29.8532 KOps/s $\color{#d91a1a}-0.68\%$
test_set_nested 76.0210μs 19.6282μs 50.9471 KOps/s 52.8572 KOps/s $\color{#d91a1a}-3.61\%$
test_set_nested_new 61.1410μs 24.1050μs 41.4852 KOps/s 41.6126 KOps/s $\color{#d91a1a}-0.31\%$
test_select 80.7810μs 40.8439μs 24.4835 KOps/s 24.4606 KOps/s $\color{#35bf28}+0.09\%$
test_select_nested 0.1561ms 71.6844μs 13.9500 KOps/s 13.4048 KOps/s $\color{#35bf28}+4.07\%$
test_exclude_nested 0.1281ms 90.6914μs 11.0264 KOps/s 10.8317 KOps/s $\color{#35bf28}+1.80\%$
test_empty[True] 0.5043ms 0.3962ms 2.5240 KOps/s 2.4870 KOps/s $\color{#35bf28}+1.49\%$
test_empty[False] 8.6927μs 1.3843μs 722.3720 KOps/s 706.6384 KOps/s $\color{#35bf28}+2.23\%$
test_to 0.1064ms 70.1255μs 14.2601 KOps/s 14.3529 KOps/s $\color{#d91a1a}-0.65\%$
test_to_nonblocking 0.1116ms 69.5333μs 14.3816 KOps/s 14.6136 KOps/s $\color{#d91a1a}-1.59\%$
test_unbind_speed 0.4513ms 0.3448ms 2.9004 KOps/s 2.9525 KOps/s $\color{#d91a1a}-1.76\%$
test_unbind_speed_stack0 0.4062ms 0.3411ms 2.9316 KOps/s 2.9995 KOps/s $\color{#d91a1a}-2.26\%$
test_unbind_speed_stack1 0.1143s 0.8584ms 1.1650 KOps/s 1.1567 KOps/s $\color{#35bf28}+0.72\%$
test_split 0.1144s 1.2901ms 775.1580 Ops/s 701.1723 Ops/s $\textbf{\color{#35bf28}+10.55\%}$
test_chunk 1.1383ms 1.0967ms 911.8099 Ops/s 919.7593 Ops/s $\color{#d91a1a}-0.86\%$
test_to_cpu_blocking 0.1340s 22.7715ms 43.9146 Ops/s 49.9653 Ops/s $\textbf{\color{#d91a1a}-12.11\%}$
test_to_cpu_global_sync 12.1083ms 11.9772ms 83.4918 Ops/s 84.4485 Ops/s $\color{#d91a1a}-1.13\%$
test_to_cpu_event_sync 13.2705ms 12.9901ms 76.9814 Ops/s 78.0146 Ops/s $\color{#d91a1a}-1.32\%$
test_to_cpu_default 13.3092ms 13.0081ms 76.8749 Ops/s 69.3349 Ops/s $\textbf{\color{#35bf28}+10.87\%}$
test_consolidate[False-None] 4.5249ms 4.2491ms 235.3417 Ops/s 236.9348 Ops/s $\color{#d91a1a}-0.67\%$
test_consolidate[default-None] 3.4495ms 2.1795ms 458.8307 Ops/s 462.7977 Ops/s $\color{#d91a1a}-0.86\%$
test_consolidate[reduce-overhead-None] 3.4188ms 2.1158ms 472.6300 Ops/s 473.5125 Ops/s $\color{#d91a1a}-0.19\%$
test_consolidate_njt[False-None] 8.9505ms 8.5414ms 117.0764 Ops/s 113.8596 Ops/s $\color{#35bf28}+2.83\%$
test_to[False-False-None] 2.3025ms 2.2072ms 453.0617 Ops/s 452.6348 Ops/s $\color{#35bf28}+0.09\%$
test_to[True-False-None] 2.2042ms 1.9281ms 518.6332 Ops/s 514.3772 Ops/s $\color{#35bf28}+0.83\%$
test_to[within-False-None] 6.4207ms 6.3070ms 158.5534 Ops/s 157.4649 Ops/s $\color{#35bf28}+0.69\%$
test_to[True-default-None] 10.9880ms 10.6199ms 94.1628 Ops/s 92.0497 Ops/s $\color{#35bf28}+2.30\%$
test_to_njt[False-False-None] 8.7831ms 8.6410ms 115.7269 Ops/s 112.4416 Ops/s $\color{#35bf28}+2.92\%$
test_to_njt[True-False-None] 7.1236ms 6.9523ms 143.8374 Ops/s 140.5175 Ops/s $\color{#35bf28}+2.36\%$
test_to_njt[within-False-None] 15.8256ms 15.5738ms 64.2106 Ops/s 30.0319 Ops/s $\textbf{\color{#35bf28}+113.81\%}$
test_creation[device0] 0.2769ms 0.1181ms 8.4702 KOps/s 8.1502 KOps/s $\color{#35bf28}+3.93\%$
test_creation_from_tensor 0.4253ms 0.1145ms 8.7308 KOps/s 8.4974 KOps/s $\color{#35bf28}+2.75\%$
test_add_one[memmap_tensor0] 0.2223ms 6.8380μs 146.2417 KOps/s 150.5112 KOps/s $\color{#d91a1a}-2.84\%$
test_contiguous[memmap_tensor0] 16.4510μs 0.6598μs 1.5157 MOps/s 2.2219 MOps/s $\textbf{\color{#d91a1a}-31.79\%}$
test_stack[memmap_tensor0] 28.9410μs 4.3452μs 230.1413 KOps/s 240.4402 KOps/s $\color{#d91a1a}-4.28\%$
test_memmaptd_index 1.3356ms 0.2872ms 3.4820 KOps/s 3.5973 KOps/s $\color{#d91a1a}-3.20\%$
test_memmaptd_index_astensor 0.5411ms 0.3922ms 2.5497 KOps/s 2.6097 KOps/s $\color{#d91a1a}-2.30\%$
test_memmaptd_index_op 0.8284ms 0.6523ms 1.5330 KOps/s 1.5647 KOps/s $\color{#d91a1a}-2.02\%$
test_serialize_model 0.1363s 0.1345s 7.4373 Ops/s 7.4152 Ops/s $\color{#35bf28}+0.30\%$
test_serialize_model_pickle 1.3493s 1.2091s 0.8270 Ops/s 0.8265 Ops/s $\color{#35bf28}+0.06\%$
test_serialize_weights 0.1352s 0.1337s 7.4805 Ops/s 7.4485 Ops/s $\color{#35bf28}+0.43\%$
test_serialize_weights_returnearly 0.3375s 81.5195ms 12.2670 Ops/s 10.4347 Ops/s $\textbf{\color{#35bf28}+17.56\%}$
test_serialize_weights_pickle 1.3783s 1.2150s 0.8231 Ops/s 0.8223 Ops/s $\color{#35bf28}+0.09\%$
test_reshape_pytree 0.2035ms 32.7966μs 30.4910 KOps/s 30.2352 KOps/s $\color{#35bf28}+0.85\%$
test_reshape_td 88.2410μs 45.9860μs 21.7458 KOps/s 22.5417 KOps/s $\color{#d91a1a}-3.53\%$
test_view_pytree 0.2150ms 32.1367μs 31.1171 KOps/s 30.5355 KOps/s $\color{#35bf28}+1.90\%$
test_view_td 0.1120ms 56.3320μs 17.7519 KOps/s 18.5841 KOps/s $\color{#d91a1a}-4.48\%$
test_unbind_pytree 0.2325ms 36.9360μs 27.0739 KOps/s 26.7279 KOps/s $\color{#35bf28}+1.29\%$
test_unbind_td 0.2120ms 52.6273μs 19.0015 KOps/s 20.0194 KOps/s $\textbf{\color{#d91a1a}-5.08\%}$
test_split_pytree 0.2509ms 42.5478μs 23.5030 KOps/s 23.3191 KOps/s $\color{#35bf28}+0.79\%$
test_split_td 0.1350ms 65.0726μs 15.3674 KOps/s 15.4163 KOps/s $\color{#d91a1a}-0.32\%$
test_add_pytree 0.1895ms 41.6600μs 24.0039 KOps/s 23.6266 KOps/s $\color{#35bf28}+1.60\%$
test_add_td 0.1123ms 55.4393μs 18.0378 KOps/s 18.3343 KOps/s $\color{#d91a1a}-1.62\%$
test_compile_add_one_nested[tensordict-compile] 0.3670ms 0.2330ms 4.2922 KOps/s 4.1755 KOps/s $\color{#35bf28}+2.80\%$
test_compile_add_one_nested[tensordict-eager] 0.3142ms 0.2014ms 4.9645 KOps/s 4.9900 KOps/s $\color{#d91a1a}-0.51\%$
test_compile_add_one_nested[pytree-compile] 0.2803ms 0.1361ms 7.3472 KOps/s 7.1450 KOps/s $\color{#35bf28}+2.83\%$
test_compile_add_one_nested[pytree-eager] 0.4414ms 0.1837ms 5.4442 KOps/s 5.6241 KOps/s $\color{#d91a1a}-3.20\%$
test_compile_copy_nested[tensordict-compile] 74.8120μs 15.4459μs 64.7422 KOps/s 66.3719 KOps/s $\color{#d91a1a}-2.46\%$
test_compile_copy_nested[tensordict-eager] 0.4338ms 53.5328μs 18.6801 KOps/s 18.5941 KOps/s $\color{#35bf28}+0.46\%$
test_compile_copy_nested[pytree-compile] 0.1125ms 15.8746μs 62.9937 KOps/s 63.5975 KOps/s $\color{#d91a1a}-0.95\%$
test_compile_copy_nested[pytree-eager] 0.3964ms 67.2332μs 14.8736 KOps/s 14.4780 KOps/s $\color{#35bf28}+2.73\%$
test_compile_add_one_flat[tensordict-compile] 0.5064ms 0.2475ms 4.0404 KOps/s 3.7448 KOps/s $\textbf{\color{#35bf28}+7.89\%}$
test_compile_add_one_flat[tensordict-eager] 0.3440ms 0.2835ms 3.5279 KOps/s 3.5162 KOps/s $\color{#35bf28}+0.33\%$
test_compile_add_one_flat[tensorclass-compile] 0.2640ms 0.1844ms 5.4235 KOps/s 4.8634 KOps/s $\textbf{\color{#35bf28}+11.52\%}$
test_compile_add_one_flat[tensorclass-eager] 0.1222ms 74.7178μs 13.3837 KOps/s 13.3027 KOps/s $\color{#35bf28}+0.61\%$
test_compile_add_one_flat[pytree-compile] 0.3136ms 0.1924ms 5.1968 KOps/s 4.9111 KOps/s $\textbf{\color{#35bf28}+5.82\%}$
test_compile_add_one_flat[pytree-eager] 0.8627ms 0.5357ms 1.8666 KOps/s 1.9415 KOps/s $\color{#d91a1a}-3.86\%$
test_compile_add_self_flat[tensordict-eager] 0.4855ms 0.3301ms 3.0297 KOps/s 3.0027 KOps/s $\color{#35bf28}+0.90\%$
test_compile_add_self_flat[tensordict-compile] 0.3082ms 0.2494ms 4.0096 KOps/s 2.6770 KOps/s $\textbf{\color{#35bf28}+49.78\%}$
test_compile_add_self_flat[tensorclass-eager] 0.1377ms 90.1518μs 11.0924 KOps/s 10.9329 KOps/s $\color{#35bf28}+1.46\%$
test_compile_add_self_flat[tensorclass-compile] 0.2810ms 0.1878ms 5.3245 KOps/s 4.8141 KOps/s $\textbf{\color{#35bf28}+10.60\%}$
test_compile_add_self_flat[pytree-eager] 0.6909ms 0.4428ms 2.2585 KOps/s 2.3351 KOps/s $\color{#d91a1a}-3.28\%$
test_compile_add_self_flat[pytree-compile] 0.4101ms 0.1933ms 5.1742 KOps/s 4.9806 KOps/s $\color{#35bf28}+3.89\%$
test_compile_copy_flat[tensordict-compile] 68.1320μs 19.5893μs 51.0483 KOps/s 48.4735 KOps/s $\textbf{\color{#35bf28}+5.31\%}$
test_compile_copy_flat[tensordict-eager] 76.9210μs 41.0246μs 24.3756 KOps/s 24.4595 KOps/s $\color{#d91a1a}-0.34\%$
test_compile_copy_flat[pytree-compile] 0.1319ms 21.2450μs 47.0700 KOps/s 46.9412 KOps/s $\color{#35bf28}+0.27\%$
test_compile_copy_flat[pytree-eager] 0.3358ms 52.3136μs 19.1155 KOps/s 19.2205 KOps/s $\color{#d91a1a}-0.55\%$
test_compile_assign_and_add[tensordict-compile] 2.1954ms 0.2405ms 4.1585 KOps/s 3.8243 KOps/s $\textbf{\color{#35bf28}+8.74\%}$
test_compile_assign_and_add[tensordict-eager] 3.4891ms 3.3136ms 301.7859 Ops/s 303.8049 Ops/s $\color{#d91a1a}-0.66\%$
test_compile_assign_and_add[pytree-compile] 2.0848ms 0.1799ms 5.5597 KOps/s 5.4362 KOps/s $\color{#35bf28}+2.27\%$
test_compile_assign_and_add[pytree-eager] 3.0164ms 2.8546ms 350.3069 Ops/s 364.7507 Ops/s $\color{#d91a1a}-3.96\%$
test_compile_indexing[tensor-tensordict-compile] 0.3419ms 0.1347ms 7.4258 KOps/s 6.9171 KOps/s $\textbf{\color{#35bf28}+7.35\%}$
test_compile_indexing[tensor-tensordict-eager] 0.3212ms 75.0844μs 13.3184 KOps/s 12.8841 KOps/s $\color{#35bf28}+3.37\%$
test_compile_indexing[tensor-tensorclass-compile] 0.2353ms 0.1180ms 8.4725 KOps/s 7.9440 KOps/s $\textbf{\color{#35bf28}+6.65\%}$
test_compile_indexing[tensor-tensorclass-eager] 0.2591ms 45.6310μs 21.9149 KOps/s 21.1933 KOps/s $\color{#35bf28}+3.41\%$
test_compile_indexing[tensor-pytree-compile] 0.1766ms 0.1197ms 8.3575 KOps/s 7.8550 KOps/s $\textbf{\color{#35bf28}+6.40\%}$
test_compile_indexing[tensor-pytree-eager] 0.2723ms 45.7770μs 21.8451 KOps/s 21.3139 KOps/s $\color{#35bf28}+2.49\%$
test_compile_indexing[slice-tensordict-compile] 0.1707ms 83.9750μs 11.9083 KOps/s 11.9578 KOps/s $\color{#d91a1a}-0.41\%$
test_compile_indexing[slice-tensordict-eager] 0.2067ms 31.5201μs 31.7258 KOps/s 36.6649 KOps/s $\textbf{\color{#d91a1a}-13.47\%}$
test_compile_indexing[slice-tensorclass-compile] 0.1913ms 70.6437μs 14.1555 KOps/s 14.2300 KOps/s $\color{#d91a1a}-0.52\%$
test_compile_indexing[slice-tensorclass-eager] 0.2401ms 22.2512μs 44.9413 KOps/s 44.7767 KOps/s $\color{#35bf28}+0.37\%$
test_compile_indexing[slice-pytree-compile] 0.1131ms 70.9734μs 14.0898 KOps/s 13.9968 KOps/s $\color{#35bf28}+0.66\%$
test_compile_indexing[slice-pytree-eager] 0.2370ms 22.1937μs 45.0578 KOps/s 44.6435 KOps/s $\color{#35bf28}+0.93\%$
test_compile_indexing[int-tensordict-compile] 0.1317ms 83.8797μs 11.9218 KOps/s 11.7995 KOps/s $\color{#35bf28}+1.04\%$
test_compile_indexing[int-tensordict-eager] 0.2575ms 27.7895μs 35.9848 KOps/s 36.9812 KOps/s $\color{#d91a1a}-2.69\%$
test_compile_indexing[int-tensorclass-compile] 0.1191ms 70.8607μs 14.1122 KOps/s 14.2053 KOps/s $\color{#d91a1a}-0.66\%$
test_compile_indexing[int-tensorclass-eager] 0.2540ms 22.1386μs 45.1699 KOps/s 45.1001 KOps/s $\color{#35bf28}+0.15\%$
test_compile_indexing[int-pytree-compile] 0.1223ms 70.6522μs 14.1539 KOps/s 14.1073 KOps/s $\color{#35bf28}+0.33\%$
test_compile_indexing[int-pytree-eager] 0.2306ms 22.0786μs 45.2928 KOps/s 44.4403 KOps/s $\color{#35bf28}+1.92\%$
test_compile_replace[single-eager] 0.1019ms 48.3590μs 20.6787 KOps/s 20.2252 KOps/s $\color{#35bf28}+2.24\%$
test_compile_replace[single-compile] 0.2336ms 0.1302ms 7.6809 KOps/s 7.5262 KOps/s $\color{#35bf28}+2.06\%$
test_compile_replace[multi-eager] 0.6530ms 0.5739ms 1.7424 KOps/s 1.7807 KOps/s $\color{#d91a1a}-2.15\%$
test_compile_replace[multi-compile] 0.2866ms 0.1371ms 7.2939 KOps/s 7.0668 KOps/s $\color{#35bf28}+3.21\%$
test_compile_tc_getattr_20[eager] 0.2861ms 0.1753ms 5.7057 KOps/s 6.1759 KOps/s $\textbf{\color{#d91a1a}-7.61\%}$
test_compile_tc_getattr_20[compile] 0.3725ms 0.1470ms 6.8035 KOps/s 6.6095 KOps/s $\color{#35bf28}+2.93\%$
test_compile_clone_shallow[20-eager] 50.8210μs 19.2134μs 52.0470 KOps/s 52.1220 KOps/s $\color{#d91a1a}-0.14\%$
test_compile_clone_shallow[20-compile] 54.2610μs 16.9399μs 59.0323 KOps/s 59.8540 KOps/s $\color{#d91a1a}-1.37\%$
test_compile_clone_shallow[40-eager] 68.2520μs 34.0834μs 29.3398 KOps/s 29.3011 KOps/s $\color{#35bf28}+0.13\%$
test_compile_clone_shallow[40-compile] 81.9510μs 18.5941μs 53.7806 KOps/s 53.0382 KOps/s $\color{#35bf28}+1.40\%$
test_compile_clone_shallow[80-eager] 0.1008ms 63.4585μs 15.7583 KOps/s 15.8533 KOps/s $\color{#d91a1a}-0.60\%$
test_compile_clone_shallow[80-compile] 77.7820μs 22.2867μs 44.8697 KOps/s 45.1407 KOps/s $\color{#d91a1a}-0.60\%$
test_compile_update_inplace[eager] 99.9420μs 60.4768μs 16.5353 KOps/s 16.1394 KOps/s $\color{#35bf28}+2.45\%$
test_compile_update_inplace[compile] 0.2999ms 0.1466ms 6.8190 KOps/s 6.7041 KOps/s $\color{#35bf28}+1.71\%$
test_mod_add[eager] 0.2874ms 0.2276ms 4.3938 KOps/s 4.4297 KOps/s $\color{#d91a1a}-0.81\%$
test_mod_add[compile] 0.3145ms 0.1338ms 7.4715 KOps/s 7.0798 KOps/s $\textbf{\color{#35bf28}+5.53\%}$
test_mod_add[compile-overhead] 0.3679ms 0.1762ms 5.6740 KOps/s 5.3816 KOps/s $\textbf{\color{#35bf28}+5.43\%}$
test_mod_wrap[eager] 0.5879ms 0.4721ms 2.1181 KOps/s 2.0722 KOps/s $\color{#35bf28}+2.21\%$
test_mod_wrap[compile] 0.4932ms 0.3997ms 2.5019 KOps/s 2.4321 KOps/s $\color{#35bf28}+2.87\%$
test_mod_wrap[compile-overhead] 8.2051ms 4.4115ms 226.6805 Ops/s 214.7225 Ops/s $\textbf{\color{#35bf28}+5.57\%}$
test_mod_wrap_and_backward[eager] 1.8166ms 1.6984ms 588.7932 Ops/s 555.1287 Ops/s $\textbf{\color{#35bf28}+6.06\%}$
test_mod_wrap_and_backward[compile] 2.3689ms 1.5864ms 630.3412 Ops/s 649.7423 Ops/s $\color{#d91a1a}-2.99\%$
test_mod_wrap_and_backward[compile-overhead] 1.3538ms 0.9420ms 1.0615 KOps/s 1.0407 KOps/s $\color{#35bf28}+2.00\%$
test_seq_add[eager] 0.6238ms 0.5151ms 1.9415 KOps/s 1.9556 KOps/s $\color{#d91a1a}-0.72\%$
test_seq_add[compile] 0.2399ms 0.1425ms 7.0157 KOps/s 6.6077 KOps/s $\textbf{\color{#35bf28}+6.17\%}$
test_seq_add[compile-overhead] 0.3046ms 0.1814ms 5.5115 KOps/s 5.2560 KOps/s $\color{#35bf28}+4.86\%$
test_seq_wrap[eager] 1.4967ms 1.4187ms 704.8669 Ops/s 709.8925 Ops/s $\color{#d91a1a}-0.71\%$
test_seq_wrap[compile] 0.5090ms 0.4103ms 2.4375 KOps/s 2.3747 KOps/s $\color{#35bf28}+2.64\%$
test_seq_wrap[compile-overhead] 0.3731ms 0.3035ms 3.2954 KOps/s 3.2247 KOps/s $\color{#35bf28}+2.19\%$
test_func_call_runtime[False-eager] 0.9026ms 0.8071ms 1.2391 KOps/s 1.2556 KOps/s $\color{#d91a1a}-1.32\%$
test_func_call_runtime[False-compile] 1.0852ms 0.9912ms 1.0089 KOps/s 1.0164 KOps/s $\color{#d91a1a}-0.74\%$
test_func_call_runtime[False-compile-overhead] 0.5775ms 0.5124ms 1.9517 KOps/s 1.9373 KOps/s $\color{#35bf28}+0.75\%$
test_func_call_runtime[True-eager] 1.1381ms 1.0728ms 932.0974 Ops/s 937.5427 Ops/s $\color{#d91a1a}-0.58\%$
test_func_call_runtime[True-compile] 1.1152ms 1.0065ms 993.5593 Ops/s 1.0009 KOps/s $\color{#d91a1a}-0.74\%$
test_func_call_runtime[True-compile-overhead] 0.6583ms 0.5257ms 1.9023 KOps/s 1.8809 KOps/s $\color{#35bf28}+1.14\%$
test_func_call_cm_runtime[False-eager] 0.9412ms 0.8072ms 1.2389 KOps/s 1.2520 KOps/s $\color{#d91a1a}-1.05\%$
test_func_call_cm_runtime[False-compile] 1.1419ms 0.9668ms 1.0343 KOps/s 1.0363 KOps/s $\color{#d91a1a}-0.19\%$
test_func_call_cm_runtime[False-compile-overhead] 0.6287ms 0.4919ms 2.0329 KOps/s 2.0157 KOps/s $\color{#35bf28}+0.85\%$
test_func_call_cm_runtime[True-eager] 1.3241ms 1.2230ms 817.6537 Ops/s 822.6314 Ops/s $\color{#d91a1a}-0.61\%$
test_func_call_cm_runtime[True-compile] 1.0966ms 1.0283ms 972.4608 Ops/s 978.5322 Ops/s $\color{#d91a1a}-0.62\%$
test_func_call_cm_runtime[True-compile-overhead] 0.7041ms 0.5471ms 1.8279 KOps/s 1.7868 KOps/s $\color{#35bf28}+2.30\%$
test_vmap_func_call_cm_runtime[eager] 2.8399ms 2.4054ms 415.7330 Ops/s 413.2977 Ops/s $\color{#35bf28}+0.59\%$
test_vmap_func_call_cm_runtime[compile] 3.0767ms 2.5940ms 385.4993 Ops/s 384.3923 Ops/s $\color{#35bf28}+0.29\%$
test_vmap_func_call_cm_runtime[compile-overhead] 3.0777ms 2.5947ms 385.4072 Ops/s 384.7733 Ops/s $\color{#35bf28}+0.16\%$
test_distributed 0.5887ms 0.1492ms 6.7006 KOps/s 5.7150 KOps/s $\textbf{\color{#35bf28}+17.25\%}$
test_tdmodule 0.2939ms 0.1929ms 5.1838 KOps/s 5.1911 KOps/s $\color{#d91a1a}-0.14\%$
test_tdmodule_dispatch 0.4244ms 0.3731ms 2.6801 KOps/s 2.6713 KOps/s $\color{#35bf28}+0.33\%$
test_tdseq 53.8010μs 27.4215μs 36.4678 KOps/s 37.3933 KOps/s $\color{#d91a1a}-2.48\%$
test_tdseq_dispatch 0.2641ms 0.2183ms 4.5806 KOps/s 4.5994 KOps/s $\color{#d91a1a}-0.41\%$
test_instantiation_functorch 2.1714ms 2.0838ms 479.8982 Ops/s 485.3421 Ops/s $\color{#d91a1a}-1.12\%$
test_exec_functorch 0.2451ms 0.1844ms 5.4222 KOps/s 5.5552 KOps/s $\color{#d91a1a}-2.39\%$
test_exec_functional_call 0.2261ms 0.1643ms 6.0865 KOps/s 6.2011 KOps/s $\color{#d91a1a}-1.85\%$
test_exec_td_decorator 0.4909ms 0.2531ms 3.9517 KOps/s 3.9673 KOps/s $\color{#d91a1a}-0.39\%$
test_vmap_mlp_speed_decorator[True-True] 1.2366ms 1.0441ms 957.8049 Ops/s 967.3099 Ops/s $\color{#d91a1a}-0.98\%$
test_vmap_mlp_speed_decorator[True-False] 1.2139ms 1.0422ms 959.5255 Ops/s 964.6974 Ops/s $\color{#d91a1a}-0.54\%$
test_vmap_mlp_speed_decorator[False-True] 0.9177ms 0.7399ms 1.3515 KOps/s 1.3502 KOps/s $\color{#35bf28}+0.09\%$
test_vmap_mlp_speed_decorator[False-False] 0.9505ms 0.7403ms 1.3508 KOps/s 1.3599 KOps/s $\color{#d91a1a}-0.67\%$
test_vmap_transformer_speed_decorator[True-True] 22.0345ms 21.1972ms 47.1760 Ops/s 46.3180 Ops/s $\color{#35bf28}+1.85\%$
test_vmap_transformer_speed_decorator[True-False] 21.9945ms 21.1975ms 47.1754 Ops/s 46.3299 Ops/s $\color{#35bf28}+1.82\%$
test_vmap_transformer_speed_decorator[False-True] 21.6939ms 20.9060ms 47.8331 Ops/s 47.3447 Ops/s $\color{#35bf28}+1.03\%$
test_vmap_transformer_speed_decorator[False-False] 21.3073ms 20.8392ms 47.9864 Ops/s 47.3239 Ops/s $\color{#35bf28}+1.40\%$
test_to_module_speed[True] 1.7293ms 1.6326ms 612.5267 Ops/s 602.1145 Ops/s $\color{#35bf28}+1.73\%$
test_to_module_speed[False] 1.7189ms 1.6116ms 620.5004 Ops/s 617.8386 Ops/s $\color{#35bf28}+0.43\%$
test_to_module_plain_tensor_speed[None] 2.4673ms 1.7289ms 578.3926 Ops/s 580.2010 Ops/s $\color{#d91a1a}-0.31\%$
test_to_module_plain_tensor_speed[False] 2.1693ms 1.5532ms 643.8400 Ops/s 634.7198 Ops/s $\color{#35bf28}+1.44\%$
test_to_module_plain_tensor_speed[True] 3.5073ms 3.3884ms 295.1211 Ops/s 292.7521 Ops/s $\color{#35bf28}+0.81\%$
test_tc_init 93.2820μs 42.8277μs 23.3494 KOps/s 23.1132 KOps/s $\color{#35bf28}+1.02\%$
test_tc_init_tensor_only 34.2100μs 8.9979μs 111.1376 KOps/s 111.0095 KOps/s $\color{#35bf28}+0.12\%$
test_tc_init_nested 0.1228ms 83.7463μs 11.9408 KOps/s 11.9445 KOps/s $\color{#d91a1a}-0.03\%$
test_tc_init_many_fields 34.4510μs 14.8384μs 67.3929 KOps/s 67.0380 KOps/s $\color{#35bf28}+0.53\%$
test_tc_first_layer_tensor 30.5500μs 1.7978μs 556.2465 KOps/s 558.1315 KOps/s $\color{#d91a1a}-0.34\%$
test_tc_first_layer_tensor_only 1.7571μs 0.3894μs 2.5679 MOps/s 2.5761 MOps/s $\color{#d91a1a}-0.32\%$
test_tc_first_layer_tensor_set 33.2700μs 3.8906μs 257.0321 KOps/s 254.4345 KOps/s $\color{#35bf28}+1.02\%$
test_tc_first_layer_tensor_only_set 34.6010μs 3.2428μs 308.3797 KOps/s 305.5214 KOps/s $\color{#35bf28}+0.94\%$
test_tc_first_layer_nontensor 32.5900μs 6.0760μs 164.5808 KOps/s 156.9342 KOps/s $\color{#35bf28}+4.87\%$
test_tc_second_layer_tensor 26.3800μs 4.3691μs 228.8803 KOps/s 226.9694 KOps/s $\color{#35bf28}+0.84\%$
test_tc_second_layer_nontensor 36.2000μs 8.5654μs 116.7485 KOps/s 115.3187 KOps/s $\color{#35bf28}+1.24\%$
test_unbind 0.2696s 13.6563ms 73.2265 Ops/s 66.9763 Ops/s $\textbf{\color{#35bf28}+9.33\%}$
test_full_like 4.4519ms 4.3570ms 229.5152 Ops/s 233.0244 Ops/s $\color{#d91a1a}-1.51\%$
test_zeros_like 4.7076ms 4.3458ms 230.1087 Ops/s 229.1739 Ops/s $\color{#35bf28}+0.41\%$
test_ones_like 4.4800ms 4.3508ms 229.8440 Ops/s 227.9692 Ops/s $\color{#35bf28}+0.82\%$
test_clone 6.6106ms 6.4303ms 155.5141 Ops/s 155.5210 Ops/s $-0.00\%$
test_squeeze 67.9210μs 14.5477μs 68.7394 KOps/s 70.2544 KOps/s $\color{#d91a1a}-2.16\%$
test_unsqueeze 0.1706ms 0.1158ms 8.6327 KOps/s 8.7162 KOps/s $\color{#d91a1a}-0.96\%$
test_split 0.3847ms 0.1833ms 5.4564 KOps/s 5.5019 KOps/s $\color{#d91a1a}-0.83\%$
test_permute 0.2660ms 0.2088ms 4.7884 KOps/s 4.7191 KOps/s $\color{#35bf28}+1.47\%$
test_stack 37.8294ms 35.2031ms 28.4066 Ops/s 38.7220 Ops/s $\textbf{\color{#d91a1a}-26.64\%}$
test_cat 43.6304ms 43.1131ms 23.1948 Ops/s 37.7130 Ops/s $\textbf{\color{#d91a1a}-38.50\%}$
test_sequential_tensordict 1.0629ms 0.5816ms 1.7195 KOps/s 1.7472 KOps/s $\color{#d91a1a}-1.59\%$
test_sequential_graph_module 0.1814ms 0.1212ms 8.2483 KOps/s 8.5068 KOps/s $\color{#d91a1a}-3.04\%$
test_nested_tensordict 1.7491ms 0.8274ms 1.2086 KOps/s 1.2228 KOps/s $\color{#d91a1a}-1.16\%$
test_nested_graph_module 0.1795ms 0.1293ms 7.7343 KOps/s 7.8359 KOps/s $\color{#d91a1a}-1.30\%$

@vmoens
vmoens merged commit 693066f into main Jun 12, 2026
73 of 74 checks passed
@vmoens
vmoens deleted the fix-nightly-macos-deployment-target branch June 12, 2026 19:47
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