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

Total Benchmarks: 127. Improved: $\large\color{#35bf28}34$. Worsened: $\large\color{#d91a1a}2$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	39.5030μs	16.0615μs	62.2607 KOps/s	56.6528 KOps/s	$\textbf{\color{#35bf28}+9.90\%}$
test_plain_set_stack_nested	45.3540μs	16.1817μs	61.7980 KOps/s	55.6117 KOps/s	$\textbf{\color{#35bf28}+11.12\%}$
test_plain_set_nested_inplace	72.1550μs	18.1159μs	55.2000 KOps/s	49.8285 KOps/s	$\textbf{\color{#35bf28}+10.78\%}$
test_plain_set_stack_nested_inplace	62.8570μs	18.1555μs	55.0799 KOps/s	49.3837 KOps/s	$\textbf{\color{#35bf28}+11.53\%}$
test_items	22.2420μs	2.4935μs	401.0401 KOps/s	400.6938 KOps/s	$\color{#35bf28}+0.09\%$
test_items_nested	1.0582ms	0.2722ms	3.6736 KOps/s	3.6932 KOps/s	$\color{#d91a1a}-0.53\%$
test_items_nested_locked	0.5932ms	0.2695ms	3.7106 KOps/s	3.7872 KOps/s	$\color{#d91a1a}-2.02\%$
test_items_nested_leaf	0.1305ms	77.6528μs	12.8778 KOps/s	12.7498 KOps/s	$\color{#35bf28}+1.00\%$
test_items_stack_nested	0.4924ms	0.2688ms	3.7203 KOps/s	3.7819 KOps/s	$\color{#d91a1a}-1.63\%$
test_items_stack_nested_leaf	0.2400ms	80.9057μs	12.3601 KOps/s	12.4835 KOps/s	$\color{#d91a1a}-0.99\%$
test_items_stack_nested_locked	0.4917ms	0.2690ms	3.7174 KOps/s	3.7549 KOps/s	$\color{#d91a1a}-1.00\%$
test_keys	41.8280μs	3.8397μs	260.4369 KOps/s	258.1576 KOps/s	$\color{#35bf28}+0.88\%$
test_keys_nested	0.2823ms	0.1386ms	7.2132 KOps/s	7.1611 KOps/s	$\color{#35bf28}+0.73\%$
test_keys_nested_locked	2.1155ms	0.1439ms	6.9478 KOps/s	6.8958 KOps/s	$\color{#35bf28}+0.75\%$
test_keys_nested_leaf	0.2059ms	0.1189ms	8.4099 KOps/s	8.4786 KOps/s	$\color{#d91a1a}-0.81\%$
test_keys_stack_nested	0.2637ms	0.1402ms	7.1304 KOps/s	7.1685 KOps/s	$\color{#d91a1a}-0.53\%$
test_keys_stack_nested_leaf	0.2002ms	0.1189ms	8.4128 KOps/s	8.4500 KOps/s	$\color{#d91a1a}-0.44\%$
test_keys_stack_nested_locked	0.2751ms	0.1441ms	6.9398 KOps/s	7.0113 KOps/s	$\color{#d91a1a}-1.02\%$
test_values	10.8253μs	1.1752μs	850.8861 KOps/s	853.7306 KOps/s	$\color{#d91a1a}-0.33\%$
test_values_nested	0.1336ms	51.3601μs	19.4704 KOps/s	19.2511 KOps/s	$\color{#35bf28}+1.14\%$
test_values_nested_locked	98.1740μs	51.1717μs	19.5421 KOps/s	19.2862 KOps/s	$\color{#35bf28}+1.33\%$
test_values_nested_leaf	0.1016ms	46.6211μs	21.4495 KOps/s	21.2542 KOps/s	$\color{#35bf28}+0.92\%$
test_values_stack_nested	0.1098ms	51.9489μs	19.2497 KOps/s	18.9745 KOps/s	$\color{#35bf28}+1.45\%$
test_values_stack_nested_leaf	0.1009ms	46.8902μs	21.3264 KOps/s	21.4707 KOps/s	$\color{#d91a1a}-0.67\%$
test_values_stack_nested_locked	99.1450μs	51.5552μs	19.3967 KOps/s	18.9637 KOps/s	$\color{#35bf28}+2.28\%$
test_membership	28.0230μs	1.3591μs	735.8007 KOps/s	730.8762 KOps/s	$\color{#35bf28}+0.67\%$
test_membership_nested	23.6040μs	3.4437μs	290.3884 KOps/s	294.0731 KOps/s	$\color{#d91a1a}-1.25\%$
test_membership_nested_leaf	42.5300μs	3.4620μs	288.8494 KOps/s	290.8492 KOps/s	$\color{#d91a1a}-0.69\%$
test_membership_stacked_nested	42.8300μs	3.4762μs	287.6686 KOps/s	293.5747 KOps/s	$\color{#d91a1a}-2.01\%$
test_membership_stacked_nested_leaf	43.2410μs	3.4473μs	290.0802 KOps/s	210.1209 KOps/s	$\textbf{\color{#35bf28}+38.05\%}$
test_membership_nested_last	28.9840μs	4.2288μs	236.4739 KOps/s	236.2273 KOps/s	$\color{#35bf28}+0.10\%$
test_membership_nested_leaf_last	45.5650μs	4.2243μs	236.7231 KOps/s	235.9463 KOps/s	$\color{#35bf28}+0.33\%$
test_membership_stacked_nested_last	28.8840μs	4.2567μs	234.9223 KOps/s	206.6886 KOps/s	$\textbf{\color{#35bf28}+13.66\%}$
test_membership_stacked_nested_leaf_last	28.4040μs	4.2366μs	236.0408 KOps/s	210.0775 KOps/s	$\textbf{\color{#35bf28}+12.36\%}$
test_nested_getleaf	55.6640μs	10.7552μs	92.9783 KOps/s	91.7279 KOps/s	$\color{#35bf28}+1.36\%$
test_nested_get	53.2490μs	10.1671μs	98.3563 KOps/s	97.3832 KOps/s	$\color{#35bf28}+1.00\%$
test_stacked_getleaf	47.8190μs	10.7727μs	92.8275 KOps/s	93.1925 KOps/s	$\color{#d91a1a}-0.39\%$
test_stacked_get	34.8960μs	10.1757μs	98.2731 KOps/s	97.8411 KOps/s	$\color{#35bf28}+0.44\%$
test_nested_getitemleaf	55.5940μs	11.2495μs	88.8932 KOps/s	88.3726 KOps/s	$\color{#35bf28}+0.59\%$
test_nested_getitem	39.6940μs	10.3167μs	96.9299 KOps/s	94.8422 KOps/s	$\color{#35bf28}+2.20\%$
test_stacked_getitemleaf	39.4140μs	11.2693μs	88.7364 KOps/s	88.0173 KOps/s	$\color{#35bf28}+0.82\%$
test_stacked_getitem	54.8820μs	10.3975μs	96.1767 KOps/s	95.8419 KOps/s	$\color{#35bf28}+0.35\%$
test_lock_nested	51.3883ms	0.4013ms	2.4922 KOps/s	2.8282 KOps/s	$\textbf{\color{#d91a1a}-11.88\%}$
test_lock_stack_nested	0.5938ms	0.3126ms	3.1993 KOps/s	3.2483 KOps/s	$\color{#d91a1a}-1.51\%$
test_unlock_nested	0.7565ms	0.3507ms	2.8518 KOps/s	2.5228 KOps/s	$\textbf{\color{#35bf28}+13.04\%}$
test_unlock_stack_nested	0.3896ms	0.3188ms	3.1365 KOps/s	3.1666 KOps/s	$\color{#d91a1a}-0.95\%$
test_flatten_speed	0.1905ms	96.7666μs	10.3341 KOps/s	10.4279 KOps/s	$\color{#d91a1a}-0.90\%$
test_unflatten_speed	0.6073ms	0.4183ms	2.3908 KOps/s	2.3767 KOps/s	$\color{#35bf28}+0.59\%$
test_common_ops	4.5921ms	0.6680ms	1.4970 KOps/s	1.3583 KOps/s	$\textbf{\color{#35bf28}+10.21\%}$
test_creation	23.2330μs	1.9247μs	519.5525 KOps/s	512.0625 KOps/s	$\color{#35bf28}+1.46\%$
test_creation_empty	24.1350μs	8.2534μs	121.1623 KOps/s	82.8480 KOps/s	$\textbf{\color{#35bf28}+46.25\%}$
test_creation_nested_1	58.7600μs	10.9579μs	91.2583 KOps/s	68.0922 KOps/s	$\textbf{\color{#35bf28}+34.02\%}$
test_creation_nested_2	34.1730μs	14.2625μs	70.1139 KOps/s	54.2408 KOps/s	$\textbf{\color{#35bf28}+29.26\%}$
test_clone	83.8870μs	13.3835μs	74.7187 KOps/s	74.3451 KOps/s	$\color{#35bf28}+0.50\%$
test_getitem[int]	28.2330μs	11.5352μs	86.6908 KOps/s	86.2960 KOps/s	$\color{#35bf28}+0.46\%$
test_getitem[slice_int]	0.5576ms	23.4440μs	42.6548 KOps/s	44.1971 KOps/s	$\color{#d91a1a}-3.49\%$
test_getitem[range]	79.6180μs	59.2382μs	16.8810 KOps/s	16.7415 KOps/s	$\color{#35bf28}+0.83\%$
test_getitem[tuple]	55.9750μs	19.1345μs	52.2616 KOps/s	52.6271 KOps/s	$\color{#d91a1a}-0.69\%$
test_getitem[list]	0.1215ms	41.5111μs	24.0900 KOps/s	24.0046 KOps/s	$\color{#35bf28}+0.36\%$
test_setitem_dim[int]	93.2150μs	30.3073μs	32.9953 KOps/s	28.4951 KOps/s	$\textbf{\color{#35bf28}+15.79\%}$
test_setitem_dim[slice_int]	0.1108ms	56.9490μs	17.5596 KOps/s	16.3450 KOps/s	$\textbf{\color{#35bf28}+7.43\%}$
test_setitem_dim[range]	0.1703ms	79.9530μs	12.5074 KOps/s	11.7595 KOps/s	$\textbf{\color{#35bf28}+6.36\%}$
test_setitem_dim[tuple]	72.1550μs	45.6491μs	21.9063 KOps/s	19.9809 KOps/s	$\textbf{\color{#35bf28}+9.64\%}$
test_setitem	57.2770μs	18.7627μs	53.2972 KOps/s	47.4854 KOps/s	$\textbf{\color{#35bf28}+12.24\%}$
test_set	75.5320μs	18.1026μs	55.2406 KOps/s	48.5890 KOps/s	$\textbf{\color{#35bf28}+13.69\%}$
test_set_shared	1.5796ms	0.1451ms	6.8911 KOps/s	6.9071 KOps/s	$\color{#d91a1a}-0.23\%$
test_update	0.1417ms	18.9300μs	52.8262 KOps/s	43.1621 KOps/s	$\textbf{\color{#35bf28}+22.39\%}$
test_update_nested	88.5960μs	27.0309μs	36.9947 KOps/s	32.1003 KOps/s	$\textbf{\color{#35bf28}+15.25\%}$
test_update__nested	0.1140ms	25.2173μs	39.6553 KOps/s	38.8515 KOps/s	$\color{#35bf28}+2.07\%$
test_set_nested	79.8700μs	20.1206μs	49.7003 KOps/s	44.2563 KOps/s	$\textbf{\color{#35bf28}+12.30\%}$
test_set_nested_new	67.9470μs	24.0792μs	41.5297 KOps/s	37.7138 KOps/s	$\textbf{\color{#35bf28}+10.12\%}$
test_select	0.1036ms	39.2800μs	25.4583 KOps/s	23.8651 KOps/s	$\textbf{\color{#35bf28}+6.68\%}$
test_select_nested	0.1268ms	61.5803μs	16.2390 KOps/s	16.2902 KOps/s	$\color{#d91a1a}-0.31\%$
test_exclude_nested	0.2287ms	0.1212ms	8.2532 KOps/s	8.2253 KOps/s	$\color{#35bf28}+0.34\%$
test_empty[True]	0.5403ms	0.3989ms	2.5066 KOps/s	2.5056 KOps/s	$\color{#35bf28}+0.04\%$
test_empty[False]	10.4848μs	1.1090μs	901.6979 KOps/s	918.7344 KOps/s	$\color{#d91a1a}-1.85\%$
test_unbind_speed	0.3289ms	0.2634ms	3.7960 KOps/s	3.7813 KOps/s	$\color{#35bf28}+0.39\%$
test_unbind_speed_stack0	0.3799ms	0.2590ms	3.8609 KOps/s	3.8941 KOps/s	$\color{#d91a1a}-0.85\%$
test_unbind_speed_stack1	66.4679ms	0.7384ms	1.3542 KOps/s	1.3020 KOps/s	$\color{#35bf28}+4.01\%$
test_split	70.4649ms	1.6257ms	615.1107 Ops/s	614.9678 Ops/s	$\color{#35bf28}+0.02\%$
test_chunk	65.5940ms	1.6150ms	619.2106 Ops/s	613.0644 Ops/s	$\color{#35bf28}+1.00\%$
test_creation[device0]	3.2857ms	0.1073ms	9.3170 KOps/s	9.4981 KOps/s	$\color{#d91a1a}-1.91\%$
test_creation_from_tensor	0.1599ms	84.0876μs	11.8924 KOps/s	12.1817 KOps/s	$\color{#d91a1a}-2.38\%$
test_add_one[memmap_tensor0]	78.7980μs	5.4080μs	184.9125 KOps/s	175.5628 KOps/s	$\textbf{\color{#35bf28}+5.33\%}$
test_contiguous[memmap_tensor0]	22.4120μs	0.6538μs	1.5296 MOps/s	1.5687 MOps/s	$\color{#d91a1a}-2.49\%$
test_stack[memmap_tensor0]	32.9420μs	3.6499μs	273.9798 KOps/s	269.4000 KOps/s	$\color{#35bf28}+1.70\%$
test_memmaptd_index	1.0122ms	0.2377ms	4.2070 KOps/s	4.1725 KOps/s	$\color{#35bf28}+0.83\%$
test_memmaptd_index_astensor	0.8063ms	0.3114ms	3.2114 KOps/s	3.1647 KOps/s	$\color{#35bf28}+1.48\%$
test_memmaptd_index_op	0.8931ms	0.5479ms	1.8252 KOps/s	1.6021 KOps/s	$\textbf{\color{#35bf28}+13.93\%}$
test_serialize_model	0.1724s	0.1118s	8.9473 Ops/s	8.4849 Ops/s	$\textbf{\color{#35bf28}+5.45\%}$
test_serialize_model_pickle	0.4669s	0.3794s	2.6356 Ops/s	2.6171 Ops/s	$\color{#35bf28}+0.70\%$
test_serialize_weights	0.1629s	0.1066s	9.3799 Ops/s	9.0268 Ops/s	$\color{#35bf28}+3.91\%$
test_serialize_weights_returnearly	0.1344s	0.1241s	8.0569 Ops/s	7.4183 Ops/s	$\textbf{\color{#35bf28}+8.61\%}$
test_serialize_weights_pickle	1.1014s	0.5762s	1.7355 Ops/s	2.3762 Ops/s	$\textbf{\color{#d91a1a}-26.96\%}$
test_serialize_weights_filesystem	92.5066ms	89.6492ms	11.1546 Ops/s	10.7708 Ops/s	$\color{#35bf28}+3.56\%$
test_serialize_model_filesystem	98.4280ms	93.9383ms	10.6453 Ops/s	9.8373 Ops/s	$\textbf{\color{#35bf28}+8.21\%}$
test_reshape_pytree	53.0490μs	25.9492μs	38.5369 KOps/s	38.7008 KOps/s	$\color{#d91a1a}-0.42\%$
test_reshape_td	90.7700μs	33.5063μs	29.8452 KOps/s	29.2499 KOps/s	$\color{#35bf28}+2.04\%$
test_view_pytree	75.5010μs	25.9753μs	38.4981 KOps/s	39.0544 KOps/s	$\color{#d91a1a}-1.42\%$
test_view_td	89.1070μs	37.5085μs	26.6606 KOps/s	25.9938 KOps/s	$\color{#35bf28}+2.57\%$
test_unbind_pytree	91.6820μs	30.2013μs	33.1112 KOps/s	33.4720 KOps/s	$\color{#d91a1a}-1.08\%$
test_unbind_td	0.3551ms	39.0007μs	25.6406 KOps/s	25.5315 KOps/s	$\color{#35bf28}+0.43\%$
test_split_pytree	87.1030μs	29.5837μs	33.8024 KOps/s	33.2097 KOps/s	$\color{#35bf28}+1.78\%$
test_split_td	0.4562ms	41.6238μs	24.0247 KOps/s	24.1486 KOps/s	$\color{#d91a1a}-0.51\%$
test_add_pytree	77.5160μs	35.2915μs	28.3355 KOps/s	27.8221 KOps/s	$\color{#35bf28}+1.85\%$
test_add_td	0.1255ms	49.5467μs	20.1830 KOps/s	17.3561 KOps/s	$\textbf{\color{#35bf28}+16.29\%}$
test_distributed	0.1996ms	0.1005ms	9.9479 KOps/s	9.8242 KOps/s	$\color{#35bf28}+1.26\%$
test_tdmodule	78.3860μs	16.3199μs	61.2747 KOps/s	53.2164 KOps/s	$\textbf{\color{#35bf28}+15.14\%}$
test_tdmodule_dispatch	62.5470μs	32.0654μs	31.1863 KOps/s	26.7299 KOps/s	$\textbf{\color{#35bf28}+16.67\%}$
test_tdseq	34.8850μs	18.7935μs	53.2099 KOps/s	46.4581 KOps/s	$\textbf{\color{#35bf28}+14.53\%}$
test_tdseq_dispatch	71.4240μs	36.3180μs	27.5346 KOps/s	23.6137 KOps/s	$\textbf{\color{#35bf28}+16.60\%}$
test_instantiation_functorch	1.5816ms	1.3319ms	750.7834 Ops/s	752.9221 Ops/s	$\color{#d91a1a}-0.28\%$
test_instantiation_td	1.5533ms	1.0154ms	984.7929 Ops/s	978.2473 Ops/s	$\color{#35bf28}+0.67\%$
test_exec_functorch	0.2571ms	0.1639ms	6.1019 KOps/s	6.1083 KOps/s	$\color{#d91a1a}-0.10\%$
test_exec_functional_call	0.2688ms	0.1511ms	6.6164 KOps/s	6.4810 KOps/s	$\color{#35bf28}+2.09\%$
test_exec_td	0.2283ms	0.1463ms	6.8365 KOps/s	6.6605 KOps/s	$\color{#35bf28}+2.64\%$
test_exec_td_decorator	0.3612ms	0.2200ms	4.5448 KOps/s	4.4840 KOps/s	$\color{#35bf28}+1.36\%$
test_vmap_mlp_speed[True-True]	0.6020ms	0.4900ms	2.0409 KOps/s	2.0162 KOps/s	$\color{#35bf28}+1.23\%$
test_vmap_mlp_speed[True-False]	0.7280ms	0.4903ms	2.0397 KOps/s	2.0254 KOps/s	$\color{#35bf28}+0.70\%$
test_vmap_mlp_speed[False-True]	0.5402ms	0.4048ms	2.4704 KOps/s	2.4942 KOps/s	$\color{#d91a1a}-0.95\%$
test_vmap_mlp_speed[False-False]	0.6810ms	0.4069ms	2.4579 KOps/s	2.4849 KOps/s	$\color{#d91a1a}-1.09\%$
test_vmap_mlp_speed_decorator[True-True]	1.1479ms	0.5685ms	1.7590 KOps/s	1.7588 KOps/s	$\color{#35bf28}+0.01\%$
test_vmap_mlp_speed_decorator[True-False]	0.8355ms	0.5622ms	1.7787 KOps/s	1.7649 KOps/s	$\color{#35bf28}+0.78\%$
test_vmap_mlp_speed_decorator[False-True]	0.9628ms	0.4737ms	2.1110 KOps/s	2.1688 KOps/s	$\color{#d91a1a}-2.66\%$
test_vmap_mlp_speed_decorator[False-False]	0.7400ms	0.4672ms	2.1405 KOps/s	2.2045 KOps/s	$\color{#d91a1a}-2.90\%$
test_to_module_speed[True]	2.1401ms	1.6831ms	594.1319 Ops/s	591.7776 Ops/s	$\color{#35bf28}+0.40\%$
test_to_module_speed[False]	2.6608ms	1.6695ms	598.9841 Ops/s	529.5763 Ops/s	$\textbf{\color{#35bf28}+13.11\%}$