[Test] Rename duplicated test

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• -> [Test] Rename duplicated test #997

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

Total Benchmarks: 222. Improved: $\large\color{#35bf28}16$. Worsened: $\large\color{#d91a1a}15$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	47.1990μs	19.3865μs	51.5823 KOps/s	52.0703 KOps/s	$\color{#d91a1a}-0.94\%$
test_plain_set_stack_nested	56.6660μs	19.6048μs	51.0079 KOps/s	51.4187 KOps/s	$\color{#d91a1a}-0.80\%$
test_plain_set_nested_inplace	60.8940μs	21.2691μs	47.0166 KOps/s	47.3134 KOps/s	$\color{#d91a1a}-0.63\%$
test_plain_set_stack_nested_inplace	0.1000ms	21.2884μs	46.9740 KOps/s	47.2774 KOps/s	$\color{#d91a1a}-0.64\%$
test_items	26.8710μs	4.1495μs	240.9933 KOps/s	238.8854 KOps/s	$\color{#35bf28}+0.88\%$
test_items_nested	0.5601ms	0.3611ms	2.7692 KOps/s	2.8111 KOps/s	$\color{#d91a1a}-1.49\%$
test_items_nested_locked	0.5219ms	0.3600ms	2.7777 KOps/s	2.8059 KOps/s	$\color{#d91a1a}-1.01\%$
test_items_nested_leaf	0.1344ms	69.1469μs	14.4620 KOps/s	14.6523 KOps/s	$\color{#d91a1a}-1.30\%$
test_items_stack_nested	0.4920ms	0.3606ms	2.7728 KOps/s	2.7530 KOps/s	$\color{#35bf28}+0.72\%$
test_items_stack_nested_leaf	0.1389ms	71.0520μs	14.0742 KOps/s	13.9135 KOps/s	$\color{#35bf28}+1.15\%$
test_items_stack_nested_locked	0.7265ms	0.3617ms	2.7646 KOps/s	2.7740 KOps/s	$\color{#d91a1a}-0.34\%$
test_keys	24.7170μs	3.6332μs	275.2425 KOps/s	282.4546 KOps/s	$\color{#d91a1a}-2.55\%$
test_keys_nested	0.1831ms	0.1053ms	9.4990 KOps/s	9.7872 KOps/s	$\color{#d91a1a}-2.94\%$
test_keys_nested_locked	1.9111ms	0.1128ms	8.8621 KOps/s	9.3306 KOps/s	$\textbf{\color{#d91a1a}-5.02\%}$
test_keys_nested_leaf	0.1647ms	86.4362μs	11.5692 KOps/s	11.8188 KOps/s	$\color{#d91a1a}-2.11\%$
test_keys_stack_nested	0.1858ms	0.1046ms	9.5579 KOps/s	10.0350 KOps/s	$\color{#d91a1a}-4.75\%$
test_keys_stack_nested_leaf	0.1630ms	86.9701μs	11.4982 KOps/s	12.0983 KOps/s	$\color{#d91a1a}-4.96\%$
test_keys_stack_nested_locked	0.1967ms	0.1114ms	8.9783 KOps/s	9.5175 KOps/s	$\textbf{\color{#d91a1a}-5.66\%}$
test_values	14.6854μs	1.1029μs	906.6647 KOps/s	901.5656 KOps/s	$\color{#35bf28}+0.57\%$
test_values_nested	0.1325ms	74.8313μs	13.3634 KOps/s	13.3286 KOps/s	$\color{#35bf28}+0.26\%$
test_values_nested_locked	0.1323ms	74.8201μs	13.3654 KOps/s	13.8224 KOps/s	$\color{#d91a1a}-3.31\%$
test_values_nested_leaf	0.1128ms	63.0494μs	15.8606 KOps/s	16.3711 KOps/s	$\color{#d91a1a}-3.12\%$
test_values_stack_nested	0.1339ms	75.7879μs	13.1947 KOps/s	13.7218 KOps/s	$\color{#d91a1a}-3.84\%$
test_values_stack_nested_leaf	0.1473ms	62.5536μs	15.9863 KOps/s	16.6485 KOps/s	$\color{#d91a1a}-3.98\%$
test_values_stack_nested_locked	0.1051ms	75.7066μs	13.2089 KOps/s	13.6503 KOps/s	$\color{#d91a1a}-3.23\%$
test_membership	3.5494μs	0.8054μs	1.2416 MOps/s	1.3988 MOps/s	$\textbf{\color{#d91a1a}-11.24\%}$
test_membership_nested	21.1100μs	2.8183μs	354.8275 KOps/s	361.6118 KOps/s	$\color{#d91a1a}-1.88\%$
test_membership_nested_leaf	18.8050μs	2.8191μs	354.7248 KOps/s	362.9864 KOps/s	$\color{#d91a1a}-2.28\%$
test_membership_stacked_nested	23.2330μs	2.8332μs	352.9517 KOps/s	362.2918 KOps/s	$\color{#d91a1a}-2.58\%$
test_membership_stacked_nested_leaf	18.3240μs	2.8541μs	350.3760 KOps/s	354.7530 KOps/s	$\color{#d91a1a}-1.23\%$
test_membership_nested_last	25.1380μs	4.0367μs	247.7271 KOps/s	256.3854 KOps/s	$\color{#d91a1a}-3.38\%$
test_membership_nested_leaf_last	25.8680μs	4.0867μs	244.6946 KOps/s	252.4297 KOps/s	$\color{#d91a1a}-3.06\%$
test_membership_stacked_nested_last	23.8150μs	4.7702μs	209.6343 KOps/s	256.3132 KOps/s	$\textbf{\color{#d91a1a}-18.21\%}$
test_membership_stacked_nested_leaf_last	27.1410μs	4.7732μs	209.5043 KOps/s	256.4013 KOps/s	$\textbf{\color{#d91a1a}-18.29\%}$
test_nested_getleaf	35.5460μs	10.9088μs	91.6688 KOps/s	96.3427 KOps/s	$\color{#d91a1a}-4.85\%$
test_nested_get	32.3910μs	10.3357μs	96.7520 KOps/s	99.0856 KOps/s	$\color{#d91a1a}-2.36\%$
test_stacked_getleaf	34.1840μs	10.8618μs	92.0659 KOps/s	95.4850 KOps/s	$\color{#d91a1a}-3.58\%$
test_stacked_get	37.9000μs	10.3974μs	96.1775 KOps/s	98.3698 KOps/s	$\color{#d91a1a}-2.23\%$
test_nested_getitemleaf	36.6490μs	11.1953μs	89.3234 KOps/s	89.8070 KOps/s	$\color{#d91a1a}-0.54\%$
test_nested_getitem	34.1040μs	10.4576μs	95.6239 KOps/s	96.9886 KOps/s	$\color{#d91a1a}-1.41\%$
test_stacked_getitemleaf	30.6080μs	11.0403μs	90.5772 KOps/s	91.5764 KOps/s	$\color{#d91a1a}-1.09\%$
test_stacked_getitem	25.2370μs	10.4005μs	96.1495 KOps/s	97.2413 KOps/s	$\color{#d91a1a}-1.12\%$
test_lock_nested	85.1543ms	0.5591ms	1.7886 KOps/s	2.1001 KOps/s	$\textbf{\color{#d91a1a}-14.83\%}$
test_lock_stack_nested	0.5183ms	0.4383ms	2.2817 KOps/s	2.2548 KOps/s	$\color{#35bf28}+1.19\%$
test_unlock_nested	80.9887ms	0.4770ms	2.0966 KOps/s	2.5159 KOps/s	$\textbf{\color{#d91a1a}-16.67\%}$
test_unlock_stack_nested	0.5562ms	0.3628ms	2.7563 KOps/s	2.7372 KOps/s	$\color{#35bf28}+0.70\%$
test_flatten_speed	0.1756ms	87.8526μs	11.3827 KOps/s	11.5363 KOps/s	$\color{#d91a1a}-1.33\%$
test_unflatten_speed	0.5761ms	0.4648ms	2.1517 KOps/s	2.1625 KOps/s	$\color{#d91a1a}-0.50\%$
test_common_ops	1.9369ms	1.0641ms	939.7328 Ops/s	917.0060 Ops/s	$\color{#35bf28}+2.48\%$
test_creation	34.2740μs	2.3520μs	425.1771 KOps/s	486.9499 KOps/s	$\textbf{\color{#d91a1a}-12.69\%}$
test_creation_empty	45.0650μs	16.3495μs	61.1638 KOps/s	61.0168 KOps/s	$\color{#35bf28}+0.24\%$
test_creation_nested_1	49.9240μs	19.4768μs	51.3431 KOps/s	52.0684 KOps/s	$\color{#d91a1a}-1.39\%$
test_creation_nested_2	74.5100μs	23.3663μs	42.7967 KOps/s	42.3391 KOps/s	$\color{#35bf28}+1.08\%$
test_clone	72.8770μs	16.7192μs	59.8116 KOps/s	60.3123 KOps/s	$\color{#d91a1a}-0.83\%$
test_getitem[int]	1.3187ms	16.7761μs	59.6086 KOps/s	60.1993 KOps/s	$\color{#d91a1a}-0.98\%$
test_getitem[slice_int]	0.1832ms	30.6352μs	32.6422 KOps/s	33.7509 KOps/s	$\color{#d91a1a}-3.28\%$
test_getitem[range]	0.1918ms	55.9694μs	17.8669 KOps/s	17.6458 KOps/s	$\color{#35bf28}+1.25\%$
test_getitem[tuple]	0.1697ms	24.7839μs	40.3487 KOps/s	39.9589 KOps/s	$\color{#35bf28}+0.98\%$
test_getitem[list]	0.1874ms	50.7689μs	19.6971 KOps/s	19.4779 KOps/s	$\color{#35bf28}+1.13\%$
test_setitem_dim[int]	71.1030μs	30.5241μs	32.7610 KOps/s	31.3610 KOps/s	$\color{#35bf28}+4.46\%$
test_setitem_dim[slice_int]	0.1311ms	59.2639μs	16.8737 KOps/s	15.6985 KOps/s	$\textbf{\color{#35bf28}+7.49\%}$
test_setitem_dim[range]	0.1350ms	81.3589μs	12.2912 KOps/s	12.1088 KOps/s	$\color{#35bf28}+1.51\%$
test_setitem_dim[tuple]	90.1980μs	48.0613μs	20.8067 KOps/s	20.8535 KOps/s	$\color{#d91a1a}-0.22\%$
test_setitem	95.3290μs	27.8238μs	35.9404 KOps/s	35.6413 KOps/s	$\color{#35bf28}+0.84\%$
test_set	91.6620μs	27.3376μs	36.5797 KOps/s	36.6956 KOps/s	$\color{#d91a1a}-0.32\%$
test_set_shared	1.2182ms	0.2097ms	4.7677 KOps/s	4.7363 KOps/s	$\color{#35bf28}+0.66\%$
test_update	0.1404ms	33.1726μs	30.1453 KOps/s	29.8674 KOps/s	$\color{#35bf28}+0.93\%$
test_update_nested	0.1225ms	43.5609μs	22.9564 KOps/s	23.0784 KOps/s	$\color{#d91a1a}-0.53\%$
test_update__nested	87.1730μs	33.5559μs	29.8010 KOps/s	30.0184 KOps/s	$\color{#d91a1a}-0.72\%$
test_set_nested	88.1550μs	29.4190μs	33.9917 KOps/s	33.2142 KOps/s	$\color{#35bf28}+2.34\%$
test_set_nested_new	90.3190μs	34.3570μs	29.1062 KOps/s	28.0890 KOps/s	$\color{#35bf28}+3.62\%$
test_select	0.1139ms	52.0571μs	19.2097 KOps/s	19.3495 KOps/s	$\color{#d91a1a}-0.72\%$
test_select_nested	0.8992ms	60.4556μs	16.5411 KOps/s	17.0293 KOps/s	$\color{#d91a1a}-2.87\%$
test_exclude_nested	0.1516ms	76.3321μs	13.1007 KOps/s	13.4080 KOps/s	$\color{#d91a1a}-2.29\%$
test_empty[True]	0.4827ms	0.3208ms	3.1172 KOps/s	3.1000 KOps/s	$\color{#35bf28}+0.56\%$
test_empty[False]	7.0858μs	1.3395μs	746.5234 KOps/s	832.6325 KOps/s	$\textbf{\color{#d91a1a}-10.34\%}$
test_unbind_speed	0.4969ms	0.2919ms	3.4253 KOps/s	3.4034 KOps/s	$\color{#35bf28}+0.64\%$
test_unbind_speed_stack0	0.4814ms	0.2878ms	3.4747 KOps/s	3.4668 KOps/s	$\color{#35bf28}+0.23\%$
test_unbind_speed_stack1	87.8403ms	0.7778ms	1.2857 KOps/s	1.3982 KOps/s	$\textbf{\color{#d91a1a}-8.04\%}$
test_split	80.1131ms	2.0862ms	479.3439 Ops/s	455.9268 Ops/s	$\textbf{\color{#35bf28}+5.14\%}$
test_chunk	2.1462ms	1.9449ms	514.1628 Ops/s	452.0830 Ops/s	$\textbf{\color{#35bf28}+13.73\%}$
test_creation[device0]	0.2275ms	0.1132ms	8.8370 KOps/s	8.4444 KOps/s	$\color{#35bf28}+4.65\%$
test_creation_from_tensor	3.0019ms	0.1139ms	8.7767 KOps/s	8.3910 KOps/s	$\color{#35bf28}+4.60\%$
test_add_one[memmap_tensor0]	0.1911ms	7.1756μs	139.3621 KOps/s	130.6714 KOps/s	$\textbf{\color{#35bf28}+6.65\%}$
test_contiguous[memmap_tensor0]	15.9100μs	1.9047μs	525.0103 KOps/s	535.1350 KOps/s	$\color{#d91a1a}-1.89\%$
test_stack[memmap_tensor0]	45.0840μs	5.6504μs	176.9784 KOps/s	174.3331 KOps/s	$\color{#35bf28}+1.52\%$
test_memmaptd_index	1.1795ms	0.3976ms	2.5148 KOps/s	2.4516 KOps/s	$\color{#35bf28}+2.58\%$
test_memmaptd_index_astensor	0.7525ms	0.4734ms	2.1124 KOps/s	2.0781 KOps/s	$\color{#35bf28}+1.65\%$
test_memmaptd_index_op	1.5519ms	0.9579ms	1.0440 KOps/s	992.8613 Ops/s	$\textbf{\color{#35bf28}+5.15\%}$
test_serialize_model	0.1198s	0.1159s	8.6315 Ops/s	8.2854 Ops/s	$\color{#35bf28}+4.18\%$
test_serialize_model_pickle	0.4294s	0.3942s	2.5371 Ops/s	2.5328 Ops/s	$\color{#35bf28}+0.17\%$
test_serialize_weights	0.1217s	0.1178s	8.4874 Ops/s	8.7798 Ops/s	$\color{#d91a1a}-3.33\%$
test_serialize_weights_returnearly	0.1722s	0.1607s	6.2209 Ops/s	6.3588 Ops/s	$\color{#d91a1a}-2.17\%$
test_serialize_weights_pickle	0.5921s	0.4528s	2.2085 Ops/s	2.5150 Ops/s	$\textbf{\color{#d91a1a}-12.19\%}$
test_serialize_weights_filesystem	0.1487s	0.1415s	7.0664 Ops/s	7.1268 Ops/s	$\color{#d91a1a}-0.85\%$
test_serialize_model_filesystem	0.1526s	0.1459s	6.8548 Ops/s	6.1143 Ops/s	$\textbf{\color{#35bf28}+12.11\%}$
test_reshape_pytree	86.0110μs	39.0247μs	25.6248 KOps/s	25.7116 KOps/s	$\color{#d91a1a}-0.34\%$
test_reshape_td	90.1980μs	44.6570μs	22.3929 KOps/s	21.0138 KOps/s	$\textbf{\color{#35bf28}+6.56\%}$
test_view_pytree	79.1880μs	38.7810μs	25.7858 KOps/s	25.8831 KOps/s	$\color{#d91a1a}-0.38\%$
test_view_td	0.1035ms	50.2697μs	19.8927 KOps/s	18.8374 KOps/s	$\textbf{\color{#35bf28}+5.60\%}$
test_unbind_pytree	77.2650μs	35.4539μs	28.2057 KOps/s	27.8166 KOps/s	$\color{#35bf28}+1.40\%$
test_unbind_td	0.3275ms	44.3230μs	22.5616 KOps/s	22.5629 KOps/s	$-0.01\%$
test_split_pytree	82.0730μs	38.0027μs	26.3139 KOps/s	26.1198 KOps/s	$\color{#35bf28}+0.74\%$
test_split_td	0.4735ms	56.3917μs	17.7331 KOps/s	17.4787 KOps/s	$\color{#35bf28}+1.46\%$
test_add_pytree	0.1079ms	43.6912μs	22.8879 KOps/s	22.1524 KOps/s	$\color{#35bf28}+3.32\%$
test_add_td	0.1394ms	73.2050μs	13.6603 KOps/s	13.0878 KOps/s	$\color{#35bf28}+4.37\%$
test_compile_add_one_nested[tensordict-compile]	0.1222ms	58.0467μs	17.2275 KOps/s	17.7208 KOps/s	$\color{#d91a1a}-2.78\%$
test_compile_add_one_nested[tensordict-eager]	0.3206ms	0.1706ms	5.8608 KOps/s	5.6882 KOps/s	$\color{#35bf28}+3.03\%$
test_compile_add_one_nested[pytree-compile]	0.1077ms	57.0637μs	17.5243 KOps/s	17.8860 KOps/s	$\color{#d91a1a}-2.02\%$
test_compile_add_one_nested[pytree-eager]	0.2763ms	0.1367ms	7.3167 KOps/s	7.1119 KOps/s	$\color{#35bf28}+2.88\%$
test_compile_copy_nested[tensordict-compile]	64.9520μs	21.4095μs	46.7083 KOps/s	48.5429 KOps/s	$\color{#d91a1a}-3.78\%$
test_compile_copy_nested[tensordict-eager]	0.1138ms	67.2424μs	14.8716 KOps/s	15.1742 KOps/s	$\color{#d91a1a}-1.99\%$
test_compile_copy_nested[pytree-compile]	0.1276ms	75.7485μs	13.2016 KOps/s	13.1135 KOps/s	$\color{#35bf28}+0.67\%$
test_compile_copy_nested[pytree-eager]	0.1289ms	69.1327μs	14.4649 KOps/s	14.9969 KOps/s	$\color{#d91a1a}-3.55\%$
test_compile_add_one_flat[tensordict-compile]	0.2513ms	0.1729ms	5.7825 KOps/s	5.8513 KOps/s	$\color{#d91a1a}-1.17\%$
test_compile_add_one_flat[tensordict-eager]	0.3814ms	0.1857ms	5.3858 KOps/s	5.2910 KOps/s	$\color{#35bf28}+1.79\%$
test_compile_add_one_flat[tensorclass-compile]	97.9450μs	46.9874μs	21.2823 KOps/s	20.9877 KOps/s	$\color{#35bf28}+1.40\%$
test_compile_add_one_flat[tensorclass-eager]	0.1414ms	65.8634μs	15.1829 KOps/s	14.5918 KOps/s	$\color{#35bf28}+4.05\%$
test_compile_add_one_flat[pytree-compile]	0.2639ms	0.1730ms	5.7805 KOps/s	5.8459 KOps/s	$\color{#d91a1a}-1.12\%$
test_compile_add_one_flat[pytree-eager]	0.3954ms	0.2891ms	3.4587 KOps/s	3.4065 KOps/s	$\color{#35bf28}+1.53\%$
test_compile_add_self_flat[tensordict-eager]	0.3888ms	0.2001ms	4.9967 KOps/s	4.9910 KOps/s	$\color{#35bf28}+0.12\%$
test_compile_add_self_flat[tensordict-compile]	0.3364ms	0.1752ms	5.7067 KOps/s	5.8111 KOps/s	$\color{#d91a1a}-1.80\%$
test_compile_add_self_flat[tensorclass-eager]	0.1796ms	60.1984μs	16.6117 KOps/s	16.1924 KOps/s	$\color{#35bf28}+2.59\%$
test_compile_add_self_flat[tensorclass-compile]	0.1384ms	48.1582μs	20.7649 KOps/s	21.0020 KOps/s	$\color{#d91a1a}-1.13\%$
test_compile_add_self_flat[pytree-eager]	0.3423ms	0.2402ms	4.1635 KOps/s	4.2121 KOps/s	$\color{#d91a1a}-1.15\%$
test_compile_add_self_flat[pytree-compile]	0.2933ms	0.1720ms	5.8124 KOps/s	5.7441 KOps/s	$\color{#35bf28}+1.19\%$
test_compile_copy_flat[tensordict-compile]	0.2249ms	0.1035ms	9.6638 KOps/s	9.8710 KOps/s	$\color{#d91a1a}-2.10\%$
test_compile_copy_flat[tensordict-eager]	0.1299ms	58.4656μs	17.1041 KOps/s	17.3154 KOps/s	$\color{#d91a1a}-1.22\%$
test_compile_copy_flat[pytree-compile]	0.1542ms	80.6134μs	12.4049 KOps/s	12.9440 KOps/s	$\color{#d91a1a}-4.16\%$
test_compile_copy_flat[pytree-eager]	0.1353ms	78.7842μs	12.6929 KOps/s	14.5532 KOps/s	$\textbf{\color{#d91a1a}-12.78\%}$
test_compile_assign_and_add[tensordict-compile]	0.2840ms	0.1899ms	5.2658 KOps/s	5.1123 KOps/s	$\color{#35bf28}+3.00\%$
test_compile_assign_and_add[tensordict-eager]	1.7357ms	1.6218ms	616.5918 Ops/s	610.7075 Ops/s	$\color{#35bf28}+0.96\%$
test_compile_assign_and_add[pytree-compile]	0.2776ms	0.1886ms	5.3022 KOps/s	5.1900 KOps/s	$\color{#35bf28}+2.16\%$
test_compile_assign_and_add[pytree-eager]	1.4440ms	1.0910ms	916.6200 Ops/s	893.0636 Ops/s	$\color{#35bf28}+2.64\%$
test_compile_assign_and_add_stack[compile]	0.5487ms	0.4122ms	2.4260 KOps/s	2.4066 KOps/s	$\color{#35bf28}+0.80\%$
test_compile_assign_and_add_stack[eager]	3.8387ms	3.5249ms	283.6998 Ops/s	276.8852 Ops/s	$\color{#35bf28}+2.46\%$
test_compile_indexing[tensor-tensordict-compile]	91.3810μs	34.7532μs	28.7743 KOps/s	30.0015 KOps/s	$\color{#d91a1a}-4.09\%$
test_compile_indexing[tensor-tensordict-eager]	0.7645ms	46.8516μs	21.3440 KOps/s	21.0024 KOps/s	$\color{#35bf28}+1.63\%$
test_compile_indexing[tensor-tensorclass-compile]	84.2670μs	29.4543μs	33.9509 KOps/s	34.2161 KOps/s	$\color{#d91a1a}-0.77\%$
test_compile_indexing[tensor-tensorclass-eager]	92.7830μs	28.3430μs	35.2820 KOps/s	35.4667 KOps/s	$\color{#d91a1a}-0.52\%$
test_compile_indexing[tensor-pytree-compile]	71.5940μs	29.2088μs	34.2363 KOps/s	34.8409 KOps/s	$\color{#d91a1a}-1.74\%$
test_compile_indexing[tensor-pytree-eager]	95.0470μs	28.2670μs	35.3769 KOps/s	35.6742 KOps/s	$\color{#d91a1a}-0.83\%$
test_compile_indexing[slice-tensordict-compile]	0.1474ms	73.0296μs	13.6931 KOps/s	13.5070 KOps/s	$\color{#35bf28}+1.38\%$
test_compile_indexing[slice-tensordict-eager]	0.4709ms	27.4576μs	36.4197 KOps/s	35.9823 KOps/s	$\color{#35bf28}+1.22\%$
test_compile_indexing[slice-tensorclass-compile]	0.1476ms	66.6347μs	15.0072 KOps/s	14.5819 KOps/s	$\color{#35bf28}+2.92\%$
test_compile_indexing[slice-tensorclass-eager]	65.7530μs	23.1552μs	43.1868 KOps/s	42.8978 KOps/s	$\color{#35bf28}+0.67\%$
test_compile_indexing[slice-pytree-compile]	0.1357ms	67.0362μs	14.9173 KOps/s	14.6739 KOps/s	$\color{#35bf28}+1.66\%$
test_compile_indexing[slice-pytree-eager]	86.9450μs	23.1157μs	43.2606 KOps/s	41.6036 KOps/s	$\color{#35bf28}+3.98\%$
test_compile_indexing[int-tensordict-compile]	0.1586ms	70.7935μs	14.1256 KOps/s	13.7822 KOps/s	$\color{#35bf28}+2.49\%$
test_compile_indexing[int-tensordict-eager]	0.6506ms	27.0357μs	36.9881 KOps/s	36.4622 KOps/s	$\color{#35bf28}+1.44\%$
test_compile_indexing[int-tensorclass-compile]	0.1662ms	66.7492μs	14.9814 KOps/s	14.7714 KOps/s	$\color{#35bf28}+1.42\%$
test_compile_indexing[int-tensorclass-eager]	62.4170μs	22.8793μs	43.7077 KOps/s	43.5567 KOps/s	$\color{#35bf28}+0.35\%$
test_compile_indexing[int-pytree-compile]	0.1646ms	66.5728μs	15.0211 KOps/s	14.6847 KOps/s	$\color{#35bf28}+2.29\%$
test_compile_indexing[int-pytree-eager]	72.9970μs	22.9173μs	43.6351 KOps/s	42.7220 KOps/s	$\color{#35bf28}+2.14\%$
test_mod_add[eager]	95.7090μs	22.7004μs	44.0520 KOps/s	40.1603 KOps/s	$\textbf{\color{#35bf28}+9.69\%}$
test_mod_add[compile]	92.9640μs	39.1015μs	25.5745 KOps/s	25.9524 KOps/s	$\color{#d91a1a}-1.46\%$
test_mod_add[compile-overhead]	80.8110μs	38.4880μs	25.9821 KOps/s	25.7359 KOps/s	$\color{#35bf28}+0.96\%$
test_mod_wrap[eager]	0.3598ms	0.1987ms	5.0323 KOps/s	4.8486 KOps/s	$\color{#35bf28}+3.79\%$
test_mod_wrap[compile]	0.3841ms	0.2255ms	4.4350 KOps/s	4.3127 KOps/s	$\color{#35bf28}+2.84\%$
test_mod_wrap[compile-overhead]	0.3026ms	0.2273ms	4.3995 KOps/s	4.3015 KOps/s	$\color{#35bf28}+2.28\%$
test_mod_wrap_and_backward[eager]	11.9127ms	10.5761ms	94.5529 Ops/s	93.6796 Ops/s	$\color{#35bf28}+0.93\%$
test_mod_wrap_and_backward[compile]	11.9070ms	10.6768ms	93.6612 Ops/s	87.2714 Ops/s	$\textbf{\color{#35bf28}+7.32\%}$
test_mod_wrap_and_backward[compile-overhead]	12.0791ms	10.5303ms	94.9644 Ops/s	86.0937 Ops/s	$\textbf{\color{#35bf28}+10.30\%}$
test_seq_add[eager]	0.1480ms	83.9052μs	11.9182 KOps/s	11.4323 KOps/s	$\color{#35bf28}+4.25\%$
test_seq_add[compile]	0.1544ms	62.7324μs	15.9407 KOps/s	15.5633 KOps/s	$\color{#35bf28}+2.42\%$
test_seq_add[compile-overhead]	0.1092ms	62.8816μs	15.9029 KOps/s	15.8325 KOps/s	$\color{#35bf28}+0.44\%$
test_seq_wrap[eager]	0.4525ms	0.3594ms	2.7827 KOps/s	2.6315 KOps/s	$\textbf{\color{#35bf28}+5.74\%}$
test_seq_wrap[compile]	0.7854ms	0.2601ms	3.8444 KOps/s	3.7325 KOps/s	$\color{#35bf28}+3.00\%$
test_seq_wrap[compile-overhead]	0.7882ms	0.2633ms	3.7977 KOps/s	3.7006 KOps/s	$\color{#35bf28}+2.62\%$
test_func_call_runtime[False-eager]	0.7749ms	0.5044ms	1.9827 KOps/s	1.9013 KOps/s	$\color{#35bf28}+4.28\%$
test_func_call_runtime[False-compile]	0.8153ms	0.4856ms	2.0591 KOps/s	1.9741 KOps/s	$\color{#35bf28}+4.31\%$
test_func_call_runtime[False-compile-overhead]	0.8480ms	0.4866ms	2.0551 KOps/s	1.9424 KOps/s	$\textbf{\color{#35bf28}+5.80\%}$
test_func_call_runtime[True-eager]	0.8752ms	0.7100ms	1.4085 KOps/s	1.3610 KOps/s	$\color{#35bf28}+3.49\%$
test_func_call_runtime[True-compile]	0.6026ms	0.4978ms	2.0090 KOps/s	1.9519 KOps/s	$\color{#35bf28}+2.93\%$
test_func_call_runtime[True-compile-overhead]	0.7639ms	0.5007ms	1.9972 KOps/s	1.9496 KOps/s	$\color{#35bf28}+2.45\%$
test_func_call_cm_runtime[False-eager]	0.7481ms	0.5002ms	1.9994 KOps/s	1.9092 KOps/s	$\color{#35bf28}+4.72\%$
test_func_call_cm_runtime[False-compile]	0.7167ms	0.4848ms	2.0629 KOps/s	1.9767 KOps/s	$\color{#35bf28}+4.36\%$
test_func_call_cm_runtime[False-compile-overhead]	0.8554ms	0.4913ms	2.0356 KOps/s	1.9873 KOps/s	$\color{#35bf28}+2.43\%$
test_func_call_cm_runtime[True-eager]	1.2145ms	0.8534ms	1.1718 KOps/s	1.1544 KOps/s	$\color{#35bf28}+1.51\%$
test_func_call_cm_runtime[True-compile]	0.9237ms	0.7276ms	1.3743 KOps/s	1.3648 KOps/s	$\color{#35bf28}+0.70\%$
test_func_call_cm_runtime[True-compile-overhead]	0.8870ms	0.7365ms	1.3577 KOps/s	1.3601 KOps/s	$\color{#d91a1a}-0.17\%$
test_vmap_func_call_cm_runtime[eager]	2.4093ms	1.8083ms	553.0081 Ops/s	538.8220 Ops/s	$\color{#35bf28}+2.63\%$
test_vmap_func_call_cm_runtime[compile]	2.5319ms	1.8497ms	540.6370 Ops/s	523.1486 Ops/s	$\color{#35bf28}+3.34\%$
test_vmap_func_call_cm_runtime[compile-overhead]	3.0317ms	1.9109ms	523.3212 Ops/s	525.7149 Ops/s	$\color{#d91a1a}-0.46\%$
test_distributed	0.2834ms	0.1236ms	8.0906 KOps/s	7.8919 KOps/s	$\color{#35bf28}+2.52\%$
test_tdmodule	0.1148ms	17.1645μs	58.2596 KOps/s	57.4078 KOps/s	$\color{#35bf28}+1.48\%$
test_tdmodule_dispatch	50.8650μs	33.2567μs	30.0691 KOps/s	28.6436 KOps/s	$\color{#35bf28}+4.98\%$
test_tdseq	39.1740μs	19.1127μs	52.3212 KOps/s	51.5372 KOps/s	$\color{#35bf28}+1.52\%$
test_tdseq_dispatch	62.0960μs	37.8960μs	26.3880 KOps/s	25.3695 KOps/s	$\color{#35bf28}+4.01\%$
test_instantiation_functorch	2.4955ms	1.5723ms	635.9945 Ops/s	627.2795 Ops/s	$\color{#35bf28}+1.39\%$
test_instantiation_td	1.9611ms	1.1562ms	864.8788 Ops/s	860.2185 Ops/s	$\color{#35bf28}+0.54\%$
test_exec_functorch	0.4142ms	0.1789ms	5.5910 KOps/s	5.4893 KOps/s	$\color{#35bf28}+1.85\%$
test_exec_functional_call	0.3535ms	0.1642ms	6.0894 KOps/s	5.7863 KOps/s	$\textbf{\color{#35bf28}+5.24\%}$
test_exec_td	0.2950ms	0.1590ms	6.2889 KOps/s	5.9695 KOps/s	$\textbf{\color{#35bf28}+5.35\%}$
test_exec_td_decorator	0.4806ms	0.2160ms	4.6299 KOps/s	4.5789 KOps/s	$\color{#35bf28}+1.11\%$
test_vmap_mlp_speed[True-True]	1.0474ms	0.6194ms	1.6144 KOps/s	1.5643 KOps/s	$\color{#35bf28}+3.20\%$
test_vmap_mlp_speed[True-False]	0.8244ms	0.6175ms	1.6193 KOps/s	1.5653 KOps/s	$\color{#35bf28}+3.45\%$
test_vmap_mlp_speed[False-True]	0.7581ms	0.4803ms	2.0821 KOps/s	2.0131 KOps/s	$\color{#35bf28}+3.43\%$
test_vmap_mlp_speed[False-False]	0.6091ms	0.4809ms	2.0792 KOps/s	2.0047 KOps/s	$\color{#35bf28}+3.72\%$
test_vmap_mlp_speed_decorator[True-True]	1.1417ms	0.5968ms	1.6756 KOps/s	1.6248 KOps/s	$\color{#35bf28}+3.13\%$
test_vmap_mlp_speed_decorator[True-False]	0.7366ms	0.5942ms	1.6828 KOps/s	1.6136 KOps/s	$\color{#35bf28}+4.29\%$
test_vmap_mlp_speed_decorator[False-True]	0.6638ms	0.4934ms	2.0268 KOps/s	1.9647 KOps/s	$\color{#35bf28}+3.16\%$
test_vmap_mlp_speed_decorator[False-False]	0.8625ms	0.4939ms	2.0249 KOps/s	1.9591 KOps/s	$\color{#35bf28}+3.36\%$
test_to_module_speed[True]	1.5920ms	1.2872ms	776.8876 Ops/s	785.3384 Ops/s	$\color{#d91a1a}-1.08\%$
test_to_module_speed[False]	1.7721ms	1.2503ms	799.8198 Ops/s	797.9045 Ops/s	$\color{#35bf28}+0.24\%$
test_tc_init	81.3120μs	41.7483μs	23.9531 KOps/s	23.3927 KOps/s	$\color{#35bf28}+2.40\%$
test_tc_init_nested	0.1570ms	82.7524μs	12.0842 KOps/s	11.7796 KOps/s	$\color{#35bf28}+2.59\%$
test_tc_first_layer_tensor	27.4620μs	1.6544μs	604.4509 KOps/s	671.0061 KOps/s	$\textbf{\color{#d91a1a}-9.92\%}$
test_tc_first_layer_nontensor	42.3650μs	4.9636μs	201.4685 KOps/s	211.6818 KOps/s	$\color{#d91a1a}-4.82\%$
test_tc_second_layer_tensor	20.9490μs	3.1212μs	320.3847 KOps/s	360.8173 KOps/s	$\textbf{\color{#d91a1a}-11.21\%}$
test_tc_second_layer_nontensor	28.8340μs	6.3857μs	156.6005 KOps/s	166.4009 KOps/s	$\textbf{\color{#d91a1a}-5.89\%}$
test_unbind	0.4682s	13.2944ms	75.2194 Ops/s	70.2796 Ops/s	$\textbf{\color{#35bf28}+7.03\%}$
test_full_like	7.7934ms	6.9470ms	143.9469 Ops/s	140.7884 Ops/s	$\color{#35bf28}+2.24\%$
test_zeros_like	3.2637ms	2.7209ms	367.5252 Ops/s	358.2339 Ops/s	$\color{#35bf28}+2.59\%$
test_ones_like	3.2462ms	3.0484ms	328.0445 Ops/s	323.9736 Ops/s	$\color{#35bf28}+1.26\%$
test_clone	5.2198ms	4.8338ms	206.8767 Ops/s	205.9282 Ops/s	$\color{#35bf28}+0.46\%$
test_squeeze	60.0320μs	12.3675μs	80.8572 KOps/s	81.1446 KOps/s	$\color{#d91a1a}-0.35\%$
test_unsqueeze	0.2994ms	91.9259μs	10.8783 KOps/s	10.7051 KOps/s	$\color{#35bf28}+1.62\%$
test_split	0.3956ms	0.1920ms	5.2086 KOps/s	5.1818 KOps/s	$\color{#35bf28}+0.52\%$
test_permute	0.3696ms	0.2202ms	4.5404 KOps/s	4.3600 KOps/s	$\color{#35bf28}+4.14\%$
test_stack	32.4908ms	26.1378ms	38.2587 Ops/s	39.2567 Ops/s	$\color{#d91a1a}-2.54\%$
test_cat	32.6565ms	25.7770ms	38.7943 Ops/s	40.0036 Ops/s	$\color{#d91a1a}-3.02\%$

[github-actions]

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

Total Benchmarks: 228. Improved: $\large\color{#35bf28}11$. Worsened: $\large\color{#d91a1a}15$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	0.7152ms	14.4303μs	69.2989 KOps/s	71.6481 KOps/s	$\color{#d91a1a}-3.28\%$
test_plain_set_stack_nested	36.8010μs	14.2322μs	70.2634 KOps/s	72.3158 KOps/s	$\color{#d91a1a}-2.84\%$
test_plain_set_nested_inplace	44.8610μs	15.5709μs	64.2222 KOps/s	67.6029 KOps/s	$\textbf{\color{#d91a1a}-5.00\%}$
test_plain_set_stack_nested_inplace	42.8010μs	15.1043μs	66.2062 KOps/s	67.4889 KOps/s	$\color{#d91a1a}-1.90\%$
test_items	26.3700μs	2.8877μs	346.3009 KOps/s	342.7384 KOps/s	$\color{#35bf28}+1.04\%$
test_items_nested	0.3634ms	0.3288ms	3.0413 KOps/s	3.0479 KOps/s	$\color{#d91a1a}-0.22\%$
test_items_nested_locked	0.3773ms	0.3300ms	3.0306 KOps/s	3.0547 KOps/s	$\color{#d91a1a}-0.79\%$
test_items_nested_leaf	82.1710μs	55.8027μs	17.9203 KOps/s	17.9370 KOps/s	$\color{#d91a1a}-0.09\%$
test_items_stack_nested	0.3936ms	0.3303ms	3.0280 KOps/s	3.0600 KOps/s	$\color{#d91a1a}-1.05\%$
test_items_stack_nested_leaf	82.3420μs	57.0793μs	17.5195 KOps/s	17.3830 KOps/s	$\color{#35bf28}+0.79\%$
test_items_stack_nested_locked	0.3709ms	0.3296ms	3.0342 KOps/s	3.0351 KOps/s	$\color{#d91a1a}-0.03\%$
test_keys	27.0110μs	3.4703μs	288.1608 KOps/s	288.9492 KOps/s	$\color{#d91a1a}-0.27\%$
test_keys_nested	83.2320μs	57.2196μs	17.4765 KOps/s	18.4010 KOps/s	$\textbf{\color{#d91a1a}-5.02\%}$
test_keys_nested_locked	2.3755ms	62.7595μs	15.9339 KOps/s	16.0313 KOps/s	$\color{#d91a1a}-0.61\%$
test_keys_nested_leaf	73.0520μs	48.2488μs	20.7259 KOps/s	21.0022 KOps/s	$\color{#d91a1a}-1.32\%$
test_keys_stack_nested	80.0910μs	56.7821μs	17.6112 KOps/s	18.2897 KOps/s	$\color{#d91a1a}-3.71\%$
test_keys_stack_nested_leaf	78.8620μs	48.9296μs	20.4375 KOps/s	20.7743 KOps/s	$\color{#d91a1a}-1.62\%$
test_keys_stack_nested_locked	0.1466ms	61.5520μs	16.2464 KOps/s	16.3994 KOps/s	$\color{#d91a1a}-0.93\%$
test_values	5.5818μs	0.8543μs	1.1706 MOps/s	1.1834 MOps/s	$\color{#d91a1a}-1.08\%$
test_values_nested	78.7320μs	40.6636μs	24.5920 KOps/s	24.5986 KOps/s	$\color{#d91a1a}-0.03\%$
test_values_nested_locked	71.3020μs	42.6493μs	23.4471 KOps/s	23.4119 KOps/s	$\color{#35bf28}+0.15\%$
test_values_nested_leaf	66.6410μs	35.2801μs	28.3446 KOps/s	28.2926 KOps/s	$\color{#35bf28}+0.18\%$
test_values_stack_nested	69.1810μs	41.8267μs	23.9082 KOps/s	24.1471 KOps/s	$\color{#d91a1a}-0.99\%$
test_values_stack_nested_leaf	60.7510μs	35.8016μs	27.9317 KOps/s	28.2090 KOps/s	$\color{#d91a1a}-0.98\%$
test_values_stack_nested_locked	72.8120μs	43.5549μs	22.9595 KOps/s	23.1174 KOps/s	$\color{#d91a1a}-0.68\%$
test_membership	1.6245μs	0.5031μs	1.9878 MOps/s	1.9882 MOps/s	$\color{#d91a1a}-0.02\%$
test_membership_nested	14.4255μs	1.8695μs	534.8949 KOps/s	524.7493 KOps/s	$\color{#35bf28}+1.93\%$
test_membership_nested_leaf	14.7705μs	1.8772μs	532.7023 KOps/s	537.8493 KOps/s	$\color{#d91a1a}-0.96\%$
test_membership_stacked_nested	31.9010μs	1.9592μs	510.4136 KOps/s	510.5878 KOps/s	$\color{#d91a1a}-0.03\%$
test_membership_stacked_nested_leaf	28.4800μs	1.9358μs	516.5820 KOps/s	515.4087 KOps/s	$\color{#35bf28}+0.23\%$
test_membership_nested_last	32.3010μs	2.7707μs	360.9139 KOps/s	357.0603 KOps/s	$\color{#35bf28}+1.08\%$
test_membership_nested_leaf_last	38.8810μs	2.7514μs	363.4546 KOps/s	361.7695 KOps/s	$\color{#35bf28}+0.47\%$
test_membership_stacked_nested_last	30.4300μs	5.8477μs	171.0071 KOps/s	128.0457 KOps/s	$\textbf{\color{#35bf28}+33.55\%}$
test_membership_stacked_nested_leaf_last	28.8400μs	5.7744μs	173.1775 KOps/s	129.1121 KOps/s	$\textbf{\color{#35bf28}+34.13\%}$
test_nested_getleaf	37.6510μs	6.0918μs	164.1562 KOps/s	163.2735 KOps/s	$\color{#35bf28}+0.54\%$
test_nested_get	35.9610μs	5.7503μs	173.9035 KOps/s	172.4364 KOps/s	$\color{#35bf28}+0.85\%$
test_stacked_getleaf	49.9810μs	6.0377μs	165.6266 KOps/s	166.2651 KOps/s	$\color{#d91a1a}-0.38\%$
test_stacked_get	34.7800μs	5.6648μs	176.5298 KOps/s	176.8914 KOps/s	$\color{#d91a1a}-0.20\%$
test_nested_getitemleaf	32.1910μs	6.1484μs	162.6429 KOps/s	159.7124 KOps/s	$\color{#35bf28}+1.83\%$
test_nested_getitem	34.8310μs	5.7767μs	173.1084 KOps/s	172.6420 KOps/s	$\color{#35bf28}+0.27\%$
test_stacked_getitemleaf	32.0510μs	6.0756μs	164.5929 KOps/s	165.0092 KOps/s	$\color{#d91a1a}-0.25\%$
test_stacked_getitem	37.1710μs	5.7188μs	174.8608 KOps/s	175.3851 KOps/s	$\color{#d91a1a}-0.30\%$
test_lock_nested	3.0245ms	0.4162ms	2.4030 KOps/s	2.4135 KOps/s	$\color{#d91a1a}-0.44\%$
test_lock_stack_nested	0.4104ms	0.3786ms	2.6415 KOps/s	2.6956 KOps/s	$\color{#d91a1a}-2.01\%$
test_unlock_nested	0.7368ms	0.3549ms	2.8179 KOps/s	2.8517 KOps/s	$\color{#d91a1a}-1.19\%$
test_unlock_stack_nested	0.3527ms	0.3174ms	3.1504 KOps/s	3.2109 KOps/s	$\color{#d91a1a}-1.89\%$
test_flatten_speed	0.1045ms	70.1808μs	14.2489 KOps/s	14.5490 KOps/s	$\color{#d91a1a}-2.06\%$
test_unflatten_speed	0.3403ms	0.2824ms	3.5405 KOps/s	3.5457 KOps/s	$\color{#d91a1a}-0.15\%$
test_common_ops	1.5310ms	1.2783ms	782.3191 Ops/s	829.3586 Ops/s	$\textbf{\color{#d91a1a}-5.67\%}$
test_creation	29.1510μs	1.4608μs	684.5661 KOps/s	665.2939 KOps/s	$\color{#35bf28}+2.90\%$
test_creation_empty	46.7910μs	15.5105μs	64.4726 KOps/s	65.5291 KOps/s	$\color{#d91a1a}-1.61\%$
test_creation_nested_1	52.4920μs	17.2779μs	57.8776 KOps/s	59.0686 KOps/s	$\color{#d91a1a}-2.02\%$
test_creation_nested_2	53.4510μs	20.0469μs	49.8830 KOps/s	51.5416 KOps/s	$\color{#d91a1a}-3.22\%$
test_clone	70.7920μs	29.0272μs	34.4504 KOps/s	35.3712 KOps/s	$\color{#d91a1a}-2.60\%$
test_getitem[int]	92.4424ms	23.0400μs	43.4027 KOps/s	64.5185 KOps/s	$\textbf{\color{#d91a1a}-32.73\%}$
test_getitem[slice_int]	0.1401ms	26.9917μs	37.0485 KOps/s	37.3940 KOps/s	$\color{#d91a1a}-0.92\%$
test_getitem[range]	0.2238ms	0.1046ms	9.5615 KOps/s	9.3411 KOps/s	$\color{#35bf28}+2.36\%$
test_getitem[tuple]	0.1185ms	23.5245μs	42.5088 KOps/s	43.8041 KOps/s	$\color{#d91a1a}-2.96\%$
test_getitem[list]	0.1917ms	94.4039μs	10.5928 KOps/s	10.5668 KOps/s	$\color{#35bf28}+0.25\%$
test_setitem_dim[int]	65.5620μs	43.4919μs	22.9928 KOps/s	23.3962 KOps/s	$\color{#d91a1a}-1.72\%$
test_setitem_dim[slice_int]	0.1021ms	70.8911μs	14.1061 KOps/s	15.1574 KOps/s	$\textbf{\color{#d91a1a}-6.94\%}$
test_setitem_dim[range]	0.1574ms	0.1303ms	7.6757 KOps/s	8.0420 KOps/s	$\color{#d91a1a}-4.56\%$
test_setitem_dim[tuple]	0.1020ms	63.0167μs	15.8688 KOps/s	16.9642 KOps/s	$\textbf{\color{#d91a1a}-6.46\%}$
test_setitem	97.8120μs	42.7214μs	23.4075 KOps/s	24.5513 KOps/s	$\color{#d91a1a}-4.66\%$
test_set	87.5220μs	42.1295μs	23.7363 KOps/s	25.2259 KOps/s	$\textbf{\color{#d91a1a}-5.90\%}$
test_set_shared	0.3433ms	49.4642μs	20.2166 KOps/s	19.9085 KOps/s	$\color{#35bf28}+1.55\%$
test_update	0.2001ms	47.9177μs	20.8691 KOps/s	20.7071 KOps/s	$\color{#35bf28}+0.78\%$
test_update_nested	0.2264ms	57.4320μs	17.4119 KOps/s	18.3823 KOps/s	$\textbf{\color{#d91a1a}-5.28\%}$
test_update__nested	0.2182ms	61.9398μs	16.1447 KOps/s	17.7892 KOps/s	$\textbf{\color{#d91a1a}-9.24\%}$
test_set_nested	82.9420μs	44.8074μs	22.3177 KOps/s	23.7418 KOps/s	$\textbf{\color{#d91a1a}-6.00\%}$
test_set_nested_new	0.5128ms	48.0956μs	20.7919 KOps/s	21.9306 KOps/s	$\textbf{\color{#d91a1a}-5.19\%}$
test_select	95.9620μs	61.5451μs	16.2483 KOps/s	16.9907 KOps/s	$\color{#d91a1a}-4.37\%$
test_select_nested	0.1137ms	41.9956μs	23.8120 KOps/s	23.3760 KOps/s	$\color{#35bf28}+1.87\%$
test_exclude_nested	89.8720μs	58.6969μs	17.0367 KOps/s	16.6986 KOps/s	$\color{#35bf28}+2.02\%$
test_empty[True]	0.3463ms	0.2420ms	4.1315 KOps/s	4.0985 KOps/s	$\color{#35bf28}+0.81\%$
test_empty[False]	3.4331μs	0.7352μs	1.3601 MOps/s	1.3350 MOps/s	$\color{#35bf28}+1.88\%$
test_to	51.2310μs	25.6299μs	39.0170 KOps/s	41.0437 KOps/s	$\color{#d91a1a}-4.94\%$
test_to_nonblocking	50.9020μs	23.6661μs	42.2545 KOps/s	43.5770 KOps/s	$\color{#d91a1a}-3.03\%$
test_unbind_speed	1.6810ms	0.2731ms	3.6620 KOps/s	3.6007 KOps/s	$\color{#35bf28}+1.70\%$
test_unbind_speed_stack0	0.3196ms	0.2713ms	3.6862 KOps/s	3.7162 KOps/s	$\color{#d91a1a}-0.81\%$
test_unbind_speed_stack1	92.1980ms	0.6977ms	1.4334 KOps/s	1.4397 KOps/s	$\color{#d91a1a}-0.44\%$
test_split	93.4584ms	2.1708ms	460.6538 Ops/s	457.0222 Ops/s	$\color{#35bf28}+0.79\%$
test_chunk	96.8297ms	2.1842ms	457.8237 Ops/s	460.4273 Ops/s	$\color{#d91a1a}-0.57\%$
test_creation[device0]	0.3478ms	0.1283ms	7.7934 KOps/s	7.9968 KOps/s	$\color{#d91a1a}-2.54\%$
test_creation_from_tensor	0.3417ms	0.1314ms	7.6099 KOps/s	7.8831 KOps/s	$\color{#d91a1a}-3.47\%$
test_add_one[memmap_tensor0]	0.2231ms	8.9960μs	111.1599 KOps/s	120.7129 KOps/s	$\textbf{\color{#d91a1a}-7.91\%}$
test_contiguous[memmap_tensor0]	30.8600μs	2.2462μs	445.1934 KOps/s	448.7285 KOps/s	$\color{#d91a1a}-0.79\%$
test_stack[memmap_tensor0]	38.3110μs	6.6114μs	151.2533 KOps/s	154.1929 KOps/s	$\color{#d91a1a}-1.91\%$
test_memmaptd_index	1.1695ms	0.4189ms	2.3869 KOps/s	2.4407 KOps/s	$\color{#d91a1a}-2.20\%$
test_memmaptd_index_astensor	0.7274ms	0.4746ms	2.1071 KOps/s	2.1301 KOps/s	$\color{#d91a1a}-1.08\%$
test_memmaptd_index_op	1.4428ms	0.9987ms	1.0013 KOps/s	1.0091 KOps/s	$\color{#d91a1a}-0.77\%$
test_serialize_model	0.1298s	0.1289s	7.7605 Ops/s	7.7489 Ops/s	$\color{#35bf28}+0.15\%$
test_serialize_model_pickle	1.3514s	1.2119s	0.8252 Ops/s	0.8240 Ops/s	$\color{#35bf28}+0.14\%$
test_serialize_weights	0.1294s	0.1283s	7.7919 Ops/s	7.0506 Ops/s	$\textbf{\color{#35bf28}+10.51\%}$
test_serialize_weights_returnearly	52.8414ms	45.6327ms	21.9141 Ops/s	17.8897 Ops/s	$\textbf{\color{#35bf28}+22.50\%}$
test_serialize_weights_pickle	1.3567s	1.2139s	0.8238 Ops/s	0.8214 Ops/s	$\color{#35bf28}+0.29\%$
test_reshape_pytree	81.0420μs	35.8936μs	27.8601 KOps/s	27.9737 KOps/s	$\color{#d91a1a}-0.41\%$
test_reshape_td	73.1610μs	42.0521μs	23.7800 KOps/s	22.8824 KOps/s	$\color{#35bf28}+3.92\%$
test_view_pytree	70.5420μs	35.0520μs	28.5291 KOps/s	28.8959 KOps/s	$\color{#d91a1a}-1.27\%$
test_view_td	77.7610μs	44.7820μs	22.3304 KOps/s	22.3355 KOps/s	$\color{#d91a1a}-0.02\%$
test_unbind_pytree	68.9220μs	33.6096μs	29.7534 KOps/s	29.7208 KOps/s	$\color{#35bf28}+0.11\%$
test_unbind_td	0.5132ms	41.7144μs	23.9725 KOps/s	23.6307 KOps/s	$\color{#35bf28}+1.45\%$
test_split_pytree	76.6210μs	44.8460μs	22.2985 KOps/s	22.6682 KOps/s	$\color{#d91a1a}-1.63\%$
test_split_td	0.6844ms	55.5935μs	17.9877 KOps/s	17.4825 KOps/s	$\color{#35bf28}+2.89\%$
test_add_pytree	84.6220μs	54.2762μs	18.4243 KOps/s	16.6261 KOps/s	$\textbf{\color{#35bf28}+10.82\%}$
test_add_td	0.2354ms	89.7660μs	11.1401 KOps/s	10.8579 KOps/s	$\color{#35bf28}+2.60\%$
test_compile_add_one_nested[tensordict-compile]	0.4368ms	0.2132ms	4.6912 KOps/s	4.6877 KOps/s	$\color{#35bf28}+0.07\%$
test_compile_add_one_nested[tensordict-eager]	0.2733ms	0.1469ms	6.8060 KOps/s	6.7829 KOps/s	$\color{#35bf28}+0.34\%$
test_compile_add_one_nested[pytree-compile]	0.1900ms	0.1483ms	6.7410 KOps/s	6.9701 KOps/s	$\color{#d91a1a}-3.29\%$
test_compile_add_one_nested[pytree-eager]	0.2602ms	0.1834ms	5.4540 KOps/s	5.6462 KOps/s	$\color{#d91a1a}-3.40\%$
test_compile_copy_nested[tensordict-compile]	56.0810μs	21.5134μs	46.4827 KOps/s	46.1458 KOps/s	$\color{#35bf28}+0.73\%$
test_compile_copy_nested[tensordict-eager]	88.5720μs	43.0721μs	23.2169 KOps/s	22.5560 KOps/s	$\color{#35bf28}+2.93\%$
test_compile_copy_nested[pytree-compile]	0.1810ms	63.1201μs	15.8428 KOps/s	15.6484 KOps/s	$\color{#35bf28}+1.24\%$
test_compile_copy_nested[pytree-eager]	0.1011ms	48.5146μs	20.6123 KOps/s	20.1351 KOps/s	$\color{#35bf28}+2.37\%$
test_compile_add_one_flat[tensordict-compile]	0.4005ms	0.3176ms	3.1486 KOps/s	3.1463 KOps/s	$\color{#35bf28}+0.07\%$
test_compile_add_one_flat[tensordict-eager]	0.2516ms	0.2029ms	4.9283 KOps/s	4.8245 KOps/s	$\color{#35bf28}+2.15\%$
test_compile_add_one_flat[tensorclass-compile]	0.1761ms	0.1260ms	7.9389 KOps/s	7.8949 KOps/s	$\color{#35bf28}+0.56\%$
test_compile_add_one_flat[tensorclass-eager]	0.1050ms	60.2547μs	16.5962 KOps/s	17.0544 KOps/s	$\color{#d91a1a}-2.69\%$
test_compile_add_one_flat[pytree-compile]	0.3667ms	0.3165ms	3.1591 KOps/s	3.1514 KOps/s	$\color{#35bf28}+0.24\%$
test_compile_add_one_flat[pytree-eager]	0.7203ms	0.6470ms	1.5456 KOps/s	1.6430 KOps/s	$\textbf{\color{#d91a1a}-5.93\%}$
test_compile_add_self_flat[tensordict-eager]	0.3628ms	0.2395ms	4.1757 KOps/s	4.0825 KOps/s	$\color{#35bf28}+2.28\%$
test_compile_add_self_flat[tensordict-compile]	0.4051ms	0.3184ms	3.1403 KOps/s	3.1104 KOps/s	$\color{#35bf28}+0.96\%$
test_compile_add_self_flat[tensorclass-eager]	0.1276ms	69.3523μs	14.4191 KOps/s	14.3757 KOps/s	$\color{#35bf28}+0.30\%$
test_compile_add_self_flat[tensorclass-compile]	0.1849ms	0.1271ms	7.8676 KOps/s	7.8429 KOps/s	$\color{#35bf28}+0.31\%$
test_compile_add_self_flat[pytree-eager]	0.5996ms	0.5046ms	1.9816 KOps/s	1.9433 KOps/s	$\color{#35bf28}+1.97\%$
test_compile_add_self_flat[pytree-compile]	0.3924ms	0.3177ms	3.1472 KOps/s	3.1448 KOps/s	$\color{#35bf28}+0.07\%$
test_compile_copy_flat[tensordict-compile]	60.9610μs	17.8274μs	56.0934 KOps/s	55.9822 KOps/s	$\color{#35bf28}+0.20\%$
test_compile_copy_flat[tensordict-eager]	52.6310μs	27.0118μs	37.0209 KOps/s	37.0391 KOps/s	$\color{#d91a1a}-0.05\%$
test_compile_copy_flat[pytree-compile]	0.1011ms	69.1824μs	14.4546 KOps/s	14.4575 KOps/s	$\color{#d91a1a}-0.02\%$
test_compile_copy_flat[pytree-eager]	76.7610μs	51.5031μs	19.4163 KOps/s	19.5777 KOps/s	$\color{#d91a1a}-0.82\%$
test_compile_assign_and_add[tensordict-compile]	2.3051ms	0.8066ms	1.2397 KOps/s	1.1338 KOps/s	$\textbf{\color{#35bf28}+9.34\%}$
test_compile_assign_and_add[tensordict-eager]	3.1547ms	3.0486ms	328.0213 Ops/s	325.7570 Ops/s	$\color{#35bf28}+0.70\%$
test_compile_assign_and_add[pytree-compile]	2.2665ms	0.8033ms	1.2448 KOps/s	1.1095 KOps/s	$\textbf{\color{#35bf28}+12.20\%}$
test_compile_assign_and_add[pytree-eager]	3.2092ms	3.0235ms	330.7435 Ops/s	319.1284 Ops/s	$\color{#35bf28}+3.64\%$
test_compile_indexing[tensor-tensordict-compile]	0.1498ms	0.1077ms	9.2878 KOps/s	9.0344 KOps/s	$\color{#35bf28}+2.81\%$
test_compile_indexing[tensor-tensordict-eager]	0.1895ms	58.8945μs	16.9795 KOps/s	16.2570 KOps/s	$\color{#35bf28}+4.44\%$
test_compile_indexing[tensor-tensorclass-compile]	0.1323ms	0.1013ms	9.8672 KOps/s	9.3049 KOps/s	$\textbf{\color{#35bf28}+6.04\%}$
test_compile_indexing[tensor-tensorclass-eager]	0.1137ms	40.8208μs	24.4973 KOps/s	24.0113 KOps/s	$\color{#35bf28}+2.02\%$
test_compile_indexing[tensor-pytree-compile]	0.2923ms	0.1016ms	9.8403 KOps/s	9.7025 KOps/s	$\color{#35bf28}+1.42\%$
test_compile_indexing[tensor-pytree-eager]	0.2004ms	42.5399μs	23.5074 KOps/s	24.1687 KOps/s	$\color{#d91a1a}-2.74\%$
test_compile_indexing[slice-tensordict-compile]	0.1764ms	0.1354ms	7.3849 KOps/s	7.3847 KOps/s	$+0.00\%$
test_compile_indexing[slice-tensordict-eager]	0.1581ms	25.0339μs	39.9458 KOps/s	40.6702 KOps/s	$\color{#d91a1a}-1.78\%$
test_compile_indexing[slice-tensorclass-compile]	0.2567ms	0.1291ms	7.7486 KOps/s	7.6885 KOps/s	$\color{#35bf28}+0.78\%$
test_compile_indexing[slice-tensorclass-eager]	49.7310μs	20.2018μs	49.5004 KOps/s	48.6656 KOps/s	$\color{#35bf28}+1.72\%$
test_compile_indexing[slice-pytree-compile]	0.1952ms	0.1297ms	7.7079 KOps/s	7.6586 KOps/s	$\color{#35bf28}+0.64\%$
test_compile_indexing[slice-pytree-eager]	53.1110μs	20.3574μs	49.1221 KOps/s	49.2701 KOps/s	$\color{#d91a1a}-0.30\%$
test_compile_indexing[int-tensordict-compile]	0.1818ms	0.1398ms	7.1520 KOps/s	7.3509 KOps/s	$\color{#d91a1a}-2.71\%$
test_compile_indexing[int-tensordict-eager]	0.5074ms	24.4678μs	40.8700 KOps/s	40.6237 KOps/s	$\color{#35bf28}+0.61\%$
test_compile_indexing[int-tensorclass-compile]	0.1839ms	0.1311ms	7.6257 KOps/s	7.6555 KOps/s	$\color{#d91a1a}-0.39\%$
test_compile_indexing[int-tensorclass-eager]	58.2110μs	23.0210μs	43.4387 KOps/s	48.9655 KOps/s	$\textbf{\color{#d91a1a}-11.29\%}$
test_compile_indexing[int-pytree-compile]	0.1789ms	0.1336ms	7.4859 KOps/s	7.6594 KOps/s	$\color{#d91a1a}-2.27\%$
test_compile_indexing[int-pytree-eager]	56.5910μs	20.4134μs	48.9875 KOps/s	48.7205 KOps/s	$\color{#35bf28}+0.55\%$
test_mod_add[eager]	69.8910μs	31.1505μs	32.1022 KOps/s	32.1647 KOps/s	$\color{#d91a1a}-0.19\%$
test_mod_add[compile]	0.3646ms	69.1033μs	14.4711 KOps/s	13.8159 KOps/s	$\color{#35bf28}+4.74\%$
test_mod_add[compile-overhead]	0.2567ms	0.1328ms	7.5311 KOps/s	7.1752 KOps/s	$\color{#35bf28}+4.96\%$
test_mod_wrap[eager]	0.3127ms	0.2409ms	4.1503 KOps/s	4.1811 KOps/s	$\color{#d91a1a}-0.74\%$
test_mod_wrap[compile]	0.4519ms	0.2897ms	3.4515 KOps/s	3.3656 KOps/s	$\color{#35bf28}+2.55\%$
test_mod_wrap[compile-overhead]	7.4792ms	4.0720ms	245.5805 Ops/s	247.6337 Ops/s	$\color{#d91a1a}-0.83\%$
test_mod_wrap_and_backward[eager]	1.3904ms	1.2901ms	775.1626 Ops/s	704.4944 Ops/s	$\textbf{\color{#35bf28}+10.03\%}$
test_mod_wrap_and_backward[compile]	1.5284ms	1.2832ms	779.3267 Ops/s	711.2937 Ops/s	$\textbf{\color{#35bf28}+9.56\%}$
test_mod_wrap_and_backward[compile-overhead]	1.3279ms	0.9023ms	1.1083 KOps/s	987.3861 Ops/s	$\textbf{\color{#35bf28}+12.25\%}$
test_seq_add[eager]	0.2422ms	96.7177μs	10.3394 KOps/s	10.4111 KOps/s	$\color{#d91a1a}-0.69\%$
test_seq_add[compile]	0.6088ms	82.5442μs	12.1147 KOps/s	12.4195 KOps/s	$\color{#d91a1a}-2.45\%$
test_seq_add[compile-overhead]	0.1529ms	0.1151ms	8.6892 KOps/s	8.8033 KOps/s	$\color{#d91a1a}-1.30\%$
test_seq_wrap[eager]	0.5676ms	0.3702ms	2.7014 KOps/s	2.6231 KOps/s	$\color{#35bf28}+2.99\%$
test_seq_wrap[compile]	0.3586ms	0.3083ms	3.2435 KOps/s	3.1425 KOps/s	$\color{#35bf28}+3.21\%$
test_seq_wrap[compile-overhead]	0.3051ms	0.2187ms	4.5734 KOps/s	4.5224 KOps/s	$\color{#35bf28}+1.13\%$
test_func_call_runtime[False-eager]	0.8006ms	0.7010ms	1.4265 KOps/s	1.3667 KOps/s	$\color{#35bf28}+4.38\%$
test_func_call_runtime[False-compile]	0.9537ms	0.7712ms	1.2966 KOps/s	1.2722 KOps/s	$\color{#35bf28}+1.92\%$
test_func_call_runtime[False-compile-overhead]	0.4076ms	0.3580ms	2.7934 KOps/s	2.7831 KOps/s	$\color{#35bf28}+0.37\%$
test_func_call_runtime[True-eager]	0.9988ms	0.8765ms	1.1409 KOps/s	1.1317 KOps/s	$\color{#35bf28}+0.81\%$
test_func_call_runtime[True-compile]	0.8842ms	0.8092ms	1.2358 KOps/s	1.2226 KOps/s	$\color{#35bf28}+1.08\%$
test_func_call_runtime[True-compile-overhead]	0.5178ms	0.3934ms	2.5422 KOps/s	2.5497 KOps/s	$\color{#d91a1a}-0.30\%$
test_func_call_cm_runtime[False-eager]	0.7542ms	0.7025ms	1.4236 KOps/s	1.3786 KOps/s	$\color{#35bf28}+3.26\%$
test_func_call_cm_runtime[False-compile]	0.8852ms	0.7785ms	1.2845 KOps/s	1.2700 KOps/s	$\color{#35bf28}+1.14\%$
test_func_call_cm_runtime[False-compile-overhead]	0.4105ms	0.3630ms	2.7551 KOps/s	2.7695 KOps/s	$\color{#d91a1a}-0.52\%$
test_func_call_cm_runtime[True-eager]	1.0560ms	0.9630ms	1.0384 KOps/s	1.0178 KOps/s	$\color{#35bf28}+2.03\%$
test_func_call_cm_runtime[True-compile]	0.9260ms	0.8392ms	1.1916 KOps/s	1.1753 KOps/s	$\color{#35bf28}+1.39\%$
test_func_call_cm_runtime[True-compile-overhead]	0.4774ms	0.4194ms	2.3846 KOps/s	2.3851 KOps/s	$\color{#d91a1a}-0.02\%$
test_vmap_func_call_cm_runtime[eager]	2.4580ms	2.0028ms	499.3051 Ops/s	496.2029 Ops/s	$\color{#35bf28}+0.63\%$
test_vmap_func_call_cm_runtime[compile]	0.9922ms	0.8569ms	1.1670 KOps/s	1.1524 KOps/s	$\color{#35bf28}+1.27\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.4754ms	0.4239ms	2.3588 KOps/s	2.3541 KOps/s	$\color{#35bf28}+0.20\%$
test_distributed	2.6008ms	0.1879ms	5.3223 KOps/s	8.8388 KOps/s	$\textbf{\color{#d91a1a}-39.78\%}$
test_tdmodule	47.0610μs	14.9917μs	66.7035 KOps/s	68.6760 KOps/s	$\color{#d91a1a}-2.87\%$
test_tdmodule_dispatch	48.7410μs	28.9625μs	34.5274 KOps/s	35.0311 KOps/s	$\color{#d91a1a}-1.44\%$
test_tdseq	26.4810μs	15.4843μs	64.5815 KOps/s	65.8581 KOps/s	$\color{#d91a1a}-1.94\%$
test_tdseq_dispatch	61.1710μs	31.5966μs	31.6490 KOps/s	31.9934 KOps/s	$\color{#d91a1a}-1.08\%$
test_instantiation_functorch	2.1884ms	1.8348ms	545.0065 Ops/s	543.9712 Ops/s	$\color{#35bf28}+0.19\%$
test_instantiation_td	1.7955ms	1.1840ms	844.5785 Ops/s	846.1113 Ops/s	$\color{#d91a1a}-0.18\%$
test_exec_functorch	0.2487ms	0.2052ms	4.8730 KOps/s	4.8902 KOps/s	$\color{#d91a1a}-0.35\%$
test_exec_functional_call	0.2703ms	0.2014ms	4.9651 KOps/s	4.8830 KOps/s	$\color{#35bf28}+1.68\%$
test_exec_td	0.3031ms	0.2078ms	4.8115 KOps/s	4.7930 KOps/s	$\color{#35bf28}+0.39\%$
test_exec_td_decorator	0.5838ms	0.2505ms	3.9913 KOps/s	3.9648 KOps/s	$\color{#35bf28}+0.67\%$
test_vmap_mlp_speed[True-True]	0.7751ms	0.6746ms	1.4823 KOps/s	1.4991 KOps/s	$\color{#d91a1a}-1.12\%$
test_vmap_mlp_speed[True-False]	0.7717ms	0.6620ms	1.5106 KOps/s	1.5104 KOps/s	$\color{#35bf28}+0.01\%$
test_vmap_mlp_speed[False-True]	0.6721ms	0.5507ms	1.8160 KOps/s	1.7941 KOps/s	$\color{#35bf28}+1.22\%$
test_vmap_mlp_speed[False-False]	0.7362ms	0.5573ms	1.7944 KOps/s	1.7898 KOps/s	$\color{#35bf28}+0.26\%$
test_vmap_mlp_speed_decorator[True-True]	1.3074ms	0.6520ms	1.5338 KOps/s	1.5381 KOps/s	$\color{#d91a1a}-0.28\%$
test_vmap_mlp_speed_decorator[True-False]	0.7670ms	0.6458ms	1.5484 KOps/s	1.5429 KOps/s	$\color{#35bf28}+0.36\%$
test_vmap_mlp_speed_decorator[False-True]	0.6604ms	0.5625ms	1.7776 KOps/s	1.7573 KOps/s	$\color{#35bf28}+1.16\%$
test_vmap_mlp_speed_decorator[False-False]	0.7424ms	0.5691ms	1.7570 KOps/s	1.7600 KOps/s	$\color{#d91a1a}-0.17\%$
test_vmap_transformer_speed[True-True]	8.5125ms	8.0958ms	123.5214 Ops/s	121.6608 Ops/s	$\color{#35bf28}+1.53\%$
test_vmap_transformer_speed[True-False]	8.5637ms	8.1005ms	123.4493 Ops/s	122.4709 Ops/s	$\color{#35bf28}+0.80\%$
test_vmap_transformer_speed[False-True]	8.2293ms	7.8959ms	126.6487 Ops/s	125.4189 Ops/s	$\color{#35bf28}+0.98\%$
test_vmap_transformer_speed[False-False]	8.0582ms	7.8965ms	126.6379 Ops/s	125.4757 Ops/s	$\color{#35bf28}+0.93\%$
test_vmap_transformer_speed_decorator[True-True]	19.5810ms	18.8277ms	53.1132 Ops/s	52.5458 Ops/s	$\color{#35bf28}+1.08\%$
test_vmap_transformer_speed_decorator[True-False]	19.7018ms	18.9270ms	52.8346 Ops/s	52.6164 Ops/s	$\color{#35bf28}+0.41\%$
test_vmap_transformer_speed_decorator[False-True]	19.6799ms	18.9708ms	52.7125 Ops/s	52.9602 Ops/s	$\color{#d91a1a}-0.47\%$
test_vmap_transformer_speed_decorator[False-False]	18.9371ms	18.7427ms	53.3541 Ops/s	52.9520 Ops/s	$\color{#35bf28}+0.76\%$
test_to_module_speed[True]	1.9858ms	0.9470ms	1.0559 KOps/s	1.0680 KOps/s	$\color{#d91a1a}-1.13\%$
test_to_module_speed[False]	1.1698ms	0.9125ms	1.0959 KOps/s	1.0923 KOps/s	$\color{#35bf28}+0.33\%$
test_tc_init	67.5510μs	32.8989μs	30.3961 KOps/s	30.0816 KOps/s	$\color{#35bf28}+1.05\%$
test_tc_init_nested	96.6820μs	67.1743μs	14.8867 KOps/s	14.5204 KOps/s	$\color{#35bf28}+2.52\%$
test_tc_first_layer_tensor	5.3959μs	0.6747μs	1.4821 MOps/s	1.4866 MOps/s	$\color{#d91a1a}-0.30\%$
test_tc_first_layer_nontensor	41.5510μs	2.2312μs	448.1832 KOps/s	446.0041 KOps/s	$\color{#35bf28}+0.49\%$
test_tc_second_layer_tensor	9.9452μs	1.3556μs	737.6834 KOps/s	723.5963 KOps/s	$\color{#35bf28}+1.95\%$
test_tc_second_layer_nontensor	94.2920μs	2.9326μs	340.9989 KOps/s	338.7873 KOps/s	$\color{#35bf28}+0.65\%$
test_unbind	0.1930s	10.9939ms	90.9597 Ops/s	92.0399 Ops/s	$\color{#d91a1a}-1.17\%$
test_full_like	0.6539ms	0.5735ms	1.7437 KOps/s	1.7365 KOps/s	$\color{#35bf28}+0.41\%$
test_zeros_like	0.2646ms	0.1978ms	5.0543 KOps/s	5.0552 KOps/s	$\color{#d91a1a}-0.02\%$
test_ones_like	0.2320ms	0.1976ms	5.0598 KOps/s	5.0626 KOps/s	$\color{#d91a1a}-0.06\%$
test_clone	0.4545ms	0.4142ms	2.4142 KOps/s	2.4119 KOps/s	$\color{#35bf28}+0.10\%$
test_squeeze	38.6710μs	10.0376μs	99.6257 KOps/s	100.1969 KOps/s	$\color{#d91a1a}-0.57\%$
test_unsqueeze	0.3035ms	73.2562μs	13.6507 KOps/s	13.5539 KOps/s	$\color{#35bf28}+0.71\%$
test_split	0.2544ms	0.1528ms	6.5452 KOps/s	6.3049 KOps/s	$\color{#35bf28}+3.81\%$
test_permute	0.2178ms	0.1736ms	5.7615 KOps/s	5.6714 KOps/s	$\color{#35bf28}+1.59\%$
test_stack	1.2524ms	0.8635ms	1.1581 KOps/s	1.1606 KOps/s	$\color{#d91a1a}-0.21\%$
test_cat	1.2642ms	1.2319ms	811.7668 Ops/s	811.7450 Ops/s	$+0.00\%$