[BugFix] Fix torch_function for uninit param

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

Total Benchmarks: 126. Improved: $\large\color{#35bf28}10$. Worsened: $\large\color{#d91a1a}6$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	49.7440μs	16.5982μs	60.2475 KOps/s	60.0585 KOps/s	$\color{#35bf28}+0.31\%$
test_plain_set_stack_nested	60.2130μs	16.8851μs	59.2239 KOps/s	58.8517 KOps/s	$\color{#35bf28}+0.63\%$
test_plain_set_nested_inplace	48.6620μs	19.1221μs	52.2955 KOps/s	51.9640 KOps/s	$\color{#35bf28}+0.64\%$
test_plain_set_stack_nested_inplace	69.5310μs	19.1584μs	52.1965 KOps/s	52.0703 KOps/s	$\color{#35bf28}+0.24\%$
test_items	29.3250μs	2.6554μs	376.5907 KOps/s	374.4965 KOps/s	$\color{#35bf28}+0.56\%$
test_items_nested	0.3772ms	0.2684ms	3.7252 KOps/s	3.6548 KOps/s	$\color{#35bf28}+1.93\%$
test_items_nested_locked	1.1248ms	0.2804ms	3.5666 KOps/s	3.6677 KOps/s	$\color{#d91a1a}-2.76\%$
test_items_nested_leaf	0.2885ms	0.1657ms	6.0349 KOps/s	5.9286 KOps/s	$\color{#35bf28}+1.79\%$
test_items_stack_nested	0.3409ms	0.2693ms	3.7137 KOps/s	3.6446 KOps/s	$\color{#35bf28}+1.90\%$
test_items_stack_nested_leaf	2.5874ms	0.1666ms	6.0010 KOps/s	5.9574 KOps/s	$\color{#35bf28}+0.73\%$
test_items_stack_nested_locked	0.3964ms	0.2699ms	3.7050 KOps/s	3.5769 KOps/s	$\color{#35bf28}+3.58\%$
test_keys	38.1520μs	4.1945μs	238.4084 KOps/s	261.3547 KOps/s	$\textbf{\color{#d91a1a}-8.78\%}$
test_keys_nested	1.8161ms	0.1519ms	6.5844 KOps/s	6.6511 KOps/s	$\color{#d91a1a}-1.00\%$
test_keys_nested_locked	3.7730ms	0.1555ms	6.4329 KOps/s	6.4358 KOps/s	$\color{#d91a1a}-0.04\%$
test_keys_nested_leaf	37.6799ms	0.1381ms	7.2432 KOps/s	7.5517 KOps/s	$\color{#d91a1a}-4.09\%$
test_keys_stack_nested	3.9111ms	0.1535ms	6.5146 KOps/s	6.5998 KOps/s	$\color{#d91a1a}-1.29\%$
test_keys_stack_nested_leaf	0.2405ms	0.1326ms	7.5390 KOps/s	7.4981 KOps/s	$\color{#35bf28}+0.55\%$
test_keys_stack_nested_locked	0.2971ms	0.1569ms	6.3732 KOps/s	6.3429 KOps/s	$\color{#35bf28}+0.48\%$
test_values	10.2212μs	1.1507μs	869.0528 KOps/s	692.1186 KOps/s	$\textbf{\color{#35bf28}+25.56\%}$
test_values_nested	0.1116ms	52.3546μs	19.1005 KOps/s	19.2394 KOps/s	$\color{#d91a1a}-0.72\%$
test_values_nested_locked	0.1069ms	51.7765μs	19.3138 KOps/s	19.4008 KOps/s	$\color{#d91a1a}-0.45\%$
test_values_nested_leaf	0.1084ms	47.2113μs	21.1814 KOps/s	21.5945 KOps/s	$\color{#d91a1a}-1.91\%$
test_values_stack_nested	0.1065ms	53.1808μs	18.8038 KOps/s	18.9412 KOps/s	$\color{#d91a1a}-0.73\%$
test_values_stack_nested_leaf	95.2490μs	47.1614μs	21.2038 KOps/s	21.4403 KOps/s	$\color{#d91a1a}-1.10\%$
test_values_stack_nested_locked	92.7940μs	52.7115μs	18.9712 KOps/s	18.9717 KOps/s	$-0.00\%$
test_membership	11.6820μs	1.3280μs	753.0305 KOps/s	750.4729 KOps/s	$\color{#35bf28}+0.34\%$
test_membership_nested	22.4030μs	3.4310μs	291.4634 KOps/s	291.3704 KOps/s	$\color{#35bf28}+0.03\%$
test_membership_nested_leaf	36.1270μs	3.4292μs	291.6163 KOps/s	276.6300 KOps/s	$\textbf{\color{#35bf28}+5.42\%}$
test_membership_stacked_nested	30.4770μs	3.4023μs	293.9190 KOps/s	292.5149 KOps/s	$\color{#35bf28}+0.48\%$
test_membership_stacked_nested_leaf	37.8120μs	3.4019μs	293.9493 KOps/s	290.1486 KOps/s	$\color{#35bf28}+1.31\%$
test_membership_nested_last	26.8100μs	6.6002μs	151.5108 KOps/s	151.8928 KOps/s	$\color{#d91a1a}-0.25\%$
test_membership_nested_leaf_last	25.8880μs	6.5879μs	151.7944 KOps/s	150.6048 KOps/s	$\color{#35bf28}+0.79\%$
test_membership_stacked_nested_last	33.7830μs	6.5485μs	152.7070 KOps/s	152.2474 KOps/s	$\color{#35bf28}+0.30\%$
test_membership_stacked_nested_leaf_last	55.4040μs	6.5097μs	153.6170 KOps/s	150.9384 KOps/s	$\color{#35bf28}+1.77\%$
test_nested_getleaf	47.6100μs	10.6769μs	93.6602 KOps/s	93.6071 KOps/s	$\color{#35bf28}+0.06\%$
test_nested_get	32.4610μs	10.0371μs	99.6305 KOps/s	97.6147 KOps/s	$\color{#35bf28}+2.07\%$
test_stacked_getleaf	31.3290μs	10.5751μs	94.5622 KOps/s	94.2430 KOps/s	$\color{#35bf28}+0.34\%$
test_stacked_get	44.2340μs	10.0546μs	99.4566 KOps/s	99.8315 KOps/s	$\color{#d91a1a}-0.38\%$
test_nested_getitemleaf	39.4850μs	12.1133μs	82.5538 KOps/s	82.6621 KOps/s	$\color{#d91a1a}-0.13\%$
test_nested_getitem	49.7440μs	11.5894μs	86.2857 KOps/s	87.0348 KOps/s	$\color{#d91a1a}-0.86\%$
test_stacked_getitemleaf	55.4140μs	12.0199μs	83.1955 KOps/s	82.5202 KOps/s	$\color{#35bf28}+0.82\%$
test_stacked_getitem	41.7580μs	11.4167μs	87.5913 KOps/s	86.8588 KOps/s	$\color{#35bf28}+0.84\%$
test_lock_nested	0.7321ms	0.3359ms	2.9772 KOps/s	2.9532 KOps/s	$\color{#35bf28}+0.81\%$
test_lock_stack_nested	0.4167ms	0.2981ms	3.3546 KOps/s	3.3575 KOps/s	$\color{#d91a1a}-0.09\%$
test_unlock_nested	80.8727ms	0.4184ms	2.3898 KOps/s	2.3880 KOps/s	$\color{#35bf28}+0.08\%$
test_unlock_stack_nested	0.5252ms	0.3075ms	3.2524 KOps/s	3.2681 KOps/s	$\color{#d91a1a}-0.48\%$
test_flatten_speed	0.6826ms	0.3749ms	2.6672 KOps/s	2.7549 KOps/s	$\color{#d91a1a}-3.18\%$
test_unflatten_speed	0.7725ms	0.4579ms	2.1837 KOps/s	2.1710 KOps/s	$\color{#35bf28}+0.59\%$
test_common_ops	1.2478ms	0.6757ms	1.4800 KOps/s	1.4892 KOps/s	$\color{#d91a1a}-0.62\%$
test_creation	42.3390μs	1.8395μs	543.6405 KOps/s	551.3450 KOps/s	$\color{#d91a1a}-1.40\%$
test_creation_empty	30.0570μs	9.2671μs	107.9084 KOps/s	102.7554 KOps/s	$\textbf{\color{#35bf28}+5.01\%}$
test_creation_nested_1	41.4890μs	11.8095μs	84.6776 KOps/s	81.3579 KOps/s	$\color{#35bf28}+4.08\%$
test_creation_nested_2	65.2630μs	15.2574μs	65.5418 KOps/s	64.6031 KOps/s	$\color{#35bf28}+1.45\%$
test_clone	70.7330μs	12.8229μs	77.9856 KOps/s	74.9400 KOps/s	$\color{#35bf28}+4.06\%$
test_getitem[int]	32.8220μs	10.9029μs	91.7191 KOps/s	92.3567 KOps/s	$\color{#d91a1a}-0.69\%$
test_getitem[slice_int]	61.4160μs	21.4242μs	46.6762 KOps/s	44.2365 KOps/s	$\textbf{\color{#35bf28}+5.52\%}$
test_getitem[range]	0.3049ms	42.3414μs	23.6176 KOps/s	25.1654 KOps/s	$\textbf{\color{#d91a1a}-6.15\%}$
test_getitem[tuple]	78.5570μs	17.6891μs	56.5319 KOps/s	56.5350 KOps/s	$-0.01\%$
test_getitem[list]	0.1738ms	37.5091μs	26.6602 KOps/s	28.0701 KOps/s	$\textbf{\color{#d91a1a}-5.02\%}$
test_setitem_dim[int]	52.5290μs	28.9925μs	34.4917 KOps/s	34.9697 KOps/s	$\color{#d91a1a}-1.37\%$
test_setitem_dim[slice_int]	0.1200ms	54.5937μs	18.3171 KOps/s	18.8425 KOps/s	$\color{#d91a1a}-2.79\%$
test_setitem_dim[range]	0.1141ms	74.9702μs	13.3386 KOps/s	13.5901 KOps/s	$\color{#d91a1a}-1.85\%$
test_setitem_dim[tuple]	0.1081ms	44.7220μs	22.3604 KOps/s	23.5819 KOps/s	$\textbf{\color{#d91a1a}-5.18\%}$
test_setitem	85.7410μs	18.6119μs	53.7291 KOps/s	53.2809 KOps/s	$\color{#35bf28}+0.84\%$
test_set	95.1290μs	18.1687μs	55.0398 KOps/s	53.2680 KOps/s	$\color{#35bf28}+3.33\%$
test_set_shared	4.3913ms	0.1419ms	7.0458 KOps/s	7.3467 KOps/s	$\color{#d91a1a}-4.10\%$
test_update	96.5310μs	21.3419μs	46.8563 KOps/s	47.8174 KOps/s	$\color{#d91a1a}-2.01\%$
test_update_nested	95.1390μs	28.6453μs	34.9098 KOps/s	34.3646 KOps/s	$\color{#35bf28}+1.59\%$
test_set_nested	88.8570μs	20.2096μs	49.4813 KOps/s	48.8857 KOps/s	$\color{#35bf28}+1.22\%$
test_set_nested_new	79.1990μs	23.6522μs	42.2793 KOps/s	41.2110 KOps/s	$\color{#35bf28}+2.59\%$
test_select	0.1633ms	37.4902μs	26.6736 KOps/s	26.8530 KOps/s	$\color{#d91a1a}-0.67\%$
test_select_nested	0.1260ms	57.3125μs	17.4482 KOps/s	17.2410 KOps/s	$\color{#35bf28}+1.20\%$
test_exclude_nested	0.2189ms	0.1148ms	8.7083 KOps/s	8.6831 KOps/s	$\color{#35bf28}+0.29\%$
test_empty[True]	0.6285ms	0.3940ms	2.5379 KOps/s	2.4645 KOps/s	$\color{#35bf28}+2.98\%$
test_empty[False]	5.0756μs	1.0522μs	950.4112 KOps/s	976.1547 KOps/s	$\color{#d91a1a}-2.64\%$
test_unbind_speed	0.3114ms	0.2460ms	4.0655 KOps/s	4.1309 KOps/s	$\color{#d91a1a}-1.58\%$
test_unbind_speed_stack0	0.4022ms	0.2391ms	4.1818 KOps/s	4.2556 KOps/s	$\color{#d91a1a}-1.73\%$
test_unbind_speed_stack1	0.1235s	0.6735ms	1.4847 KOps/s	1.5086 KOps/s	$\color{#d91a1a}-1.58\%$
test_split	0.1317s	1.6332ms	612.2842 Ops/s	612.1778 Ops/s	$\color{#35bf28}+0.02\%$
test_chunk	2.2576ms	1.4332ms	697.7175 Ops/s	689.5931 Ops/s	$\color{#35bf28}+1.18\%$
test_creation[device0]	0.1875ms	0.1019ms	9.8170 KOps/s	9.8641 KOps/s	$\color{#d91a1a}-0.48\%$
test_creation_from_tensor	5.7835ms	81.4053μs	12.2842 KOps/s	11.2950 KOps/s	$\textbf{\color{#35bf28}+8.76\%}$
test_add_one[memmap_tensor0]	0.1605ms	5.4119μs	184.7777 KOps/s	187.6203 KOps/s	$\color{#d91a1a}-1.52\%$
test_contiguous[memmap_tensor0]	22.5030μs	0.6355μs	1.5735 MOps/s	1.5855 MOps/s	$\color{#d91a1a}-0.76\%$
test_stack[memmap_tensor0]	23.8950μs	3.5248μs	283.7035 KOps/s	278.1929 KOps/s	$\color{#35bf28}+1.98\%$
test_memmaptd_index	0.9742ms	0.2353ms	4.2495 KOps/s	4.1422 KOps/s	$\color{#35bf28}+2.59\%$
test_memmaptd_index_astensor	0.6762ms	0.2969ms	3.3683 KOps/s	3.2757 KOps/s	$\color{#35bf28}+2.83\%$
test_memmaptd_index_op	0.9485ms	0.5805ms	1.7227 KOps/s	1.7376 KOps/s	$\color{#d91a1a}-0.86\%$
test_serialize_model	0.2183s	0.1128s	8.8658 Ops/s	8.2843 Ops/s	$\textbf{\color{#35bf28}+7.02\%}$
test_serialize_model_pickle	0.4515s	0.3789s	2.6391 Ops/s	2.5694 Ops/s	$\color{#35bf28}+2.71\%$
test_serialize_weights	99.8589ms	96.5017ms	10.3625 Ops/s	9.8495 Ops/s	$\textbf{\color{#35bf28}+5.21\%}$
test_serialize_weights_returnearly	0.2494s	0.1360s	7.3503 Ops/s	6.8806 Ops/s	$\textbf{\color{#35bf28}+6.83\%}$
test_serialize_weights_pickle	0.7073s	0.4934s	2.0266 Ops/s	2.4209 Ops/s	$\textbf{\color{#d91a1a}-16.29\%}$
test_serialize_weights_filesystem	98.4019ms	90.7704ms	11.0168 Ops/s	10.4515 Ops/s	$\textbf{\color{#35bf28}+5.41\%}$
test_serialize_model_filesystem	98.8084ms	93.2255ms	10.7267 Ops/s	10.6769 Ops/s	$\color{#35bf28}+0.47\%$
test_reshape_pytree	55.9660μs	21.0440μs	47.5195 KOps/s	47.5677 KOps/s	$\color{#d91a1a}-0.10\%$
test_reshape_td	66.3550μs	30.5179μs	32.7676 KOps/s	33.2401 KOps/s	$\color{#d91a1a}-1.42\%$
test_view_pytree	56.2660μs	20.8538μs	47.9528 KOps/s	48.3307 KOps/s	$\color{#d91a1a}-0.78\%$
test_view_td	0.1326s	61.0426μs	16.3820 KOps/s	16.2902 KOps/s	$\color{#35bf28}+0.56\%$
test_unbind_pytree	53.5910μs	24.4245μs	40.9425 KOps/s	40.0752 KOps/s	$\color{#35bf28}+2.16\%$
test_unbind_td	0.5974ms	36.1637μs	27.6520 KOps/s	28.5121 KOps/s	$\color{#d91a1a}-3.02\%$
test_split_pytree	60.2230μs	24.1861μs	41.3460 KOps/s	42.1210 KOps/s	$\color{#d91a1a}-1.84\%$
test_split_td	0.1186ms	38.1944μs	26.1818 KOps/s	25.9884 KOps/s	$\color{#35bf28}+0.74\%$
test_add_pytree	68.0880μs	29.8039μs	33.5526 KOps/s	34.1350 KOps/s	$\color{#d91a1a}-1.71\%$
test_add_td	94.9590μs	50.0468μs	19.9813 KOps/s	19.6495 KOps/s	$\color{#35bf28}+1.69\%$
test_distributed	0.1859ms	99.0475μs	10.0962 KOps/s	9.8608 KOps/s	$\color{#35bf28}+2.39\%$
test_tdmodule	0.1112ms	21.7837μs	45.9059 KOps/s	44.7924 KOps/s	$\color{#35bf28}+2.49\%$
test_tdmodule_dispatch	0.1798ms	41.4013μs	24.1538 KOps/s	23.4840 KOps/s	$\color{#35bf28}+2.85\%$
test_tdseq	0.3381ms	24.8320μs	40.2706 KOps/s	37.8819 KOps/s	$\textbf{\color{#35bf28}+6.31\%}$
test_tdseq_dispatch	0.4018ms	46.0790μs	21.7018 KOps/s	21.3337 KOps/s	$\color{#35bf28}+1.73\%$
test_instantiation_functorch	1.5508ms	1.2954ms	771.9786 Ops/s	763.0296 Ops/s	$\color{#35bf28}+1.17\%$
test_instantiation_td	1.7136ms	1.0023ms	997.6664 Ops/s	997.8892 Ops/s	$\color{#d91a1a}-0.02\%$
test_exec_functorch	0.2923ms	0.1594ms	6.2751 KOps/s	6.3407 KOps/s	$\color{#d91a1a}-1.03\%$
test_exec_functional_call	0.3813ms	0.1490ms	6.7109 KOps/s	6.6639 KOps/s	$\color{#35bf28}+0.71\%$
test_exec_td	0.2945ms	0.1485ms	6.7345 KOps/s	6.7557 KOps/s	$\color{#d91a1a}-0.31\%$
test_exec_td_decorator	0.4066ms	0.1945ms	5.1421 KOps/s	5.1506 KOps/s	$\color{#d91a1a}-0.17\%$
test_vmap_mlp_speed[True-True]	0.6326ms	0.4800ms	2.0834 KOps/s	2.1183 KOps/s	$\color{#d91a1a}-1.65\%$
test_vmap_mlp_speed[True-False]	0.8968ms	0.4818ms	2.0753 KOps/s	2.1378 KOps/s	$\color{#d91a1a}-2.92\%$
test_vmap_mlp_speed[False-True]	0.6221ms	0.3940ms	2.5383 KOps/s	2.5816 KOps/s	$\color{#d91a1a}-1.68\%$
test_vmap_mlp_speed[False-False]	0.6602ms	0.3967ms	2.5208 KOps/s	2.5820 KOps/s	$\color{#d91a1a}-2.37\%$
test_vmap_mlp_speed_decorator[True-True]	1.2107ms	0.5276ms	1.8954 KOps/s	1.9465 KOps/s	$\color{#d91a1a}-2.63\%$
test_vmap_mlp_speed_decorator[True-False]	0.8157ms	0.5279ms	1.8944 KOps/s	1.9378 KOps/s	$\color{#d91a1a}-2.24\%$
test_vmap_mlp_speed_decorator[False-True]	0.8365ms	0.4298ms	2.3265 KOps/s	2.4884 KOps/s	$\textbf{\color{#d91a1a}-6.51\%}$
test_vmap_mlp_speed_decorator[False-False]	0.6848ms	0.4124ms	2.4248 KOps/s	2.4839 KOps/s	$\color{#d91a1a}-2.38\%$
test_to_module_speed[True]	2.1123ms	1.3828ms	723.1760 Ops/s	718.8324 Ops/s	$\color{#35bf28}+0.60\%$
test_to_module_speed[False]	2.4169ms	1.3623ms	734.0542 Ops/s	728.5378 Ops/s	$\color{#35bf28}+0.76\%$

[github-actions]

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

Total Benchmarks: 134. Improved: $\large\color{#35bf28}20$. Worsened: $\large\color{#d91a1a}3$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	0.6923ms	13.6810μs	73.0941 KOps/s	70.9719 KOps/s	$\color{#35bf28}+2.99\%$
test_plain_set_stack_nested	30.0100μs	13.6849μs	73.0735 KOps/s	71.3244 KOps/s	$\color{#35bf28}+2.45\%$
test_plain_set_nested_inplace	42.3010μs	14.9776μs	66.7662 KOps/s	65.1353 KOps/s	$\color{#35bf28}+2.50\%$
test_plain_set_stack_nested_inplace	37.3510μs	15.1889μs	65.8374 KOps/s	65.3098 KOps/s	$\color{#35bf28}+0.81\%$
test_items	36.3000μs	4.7034μs	212.6131 KOps/s	212.2160 KOps/s	$\color{#35bf28}+0.19\%$
test_items_nested	0.4196ms	0.3426ms	2.9190 KOps/s	2.9323 KOps/s	$\color{#d91a1a}-0.45\%$
test_items_nested_locked	0.4651ms	0.3485ms	2.8692 KOps/s	2.8909 KOps/s	$\color{#d91a1a}-0.75\%$
test_items_nested_leaf	0.2624ms	0.2038ms	4.9074 KOps/s	4.9127 KOps/s	$\color{#d91a1a}-0.11\%$
test_items_stack_nested	0.4202ms	0.3439ms	2.9078 KOps/s	2.8724 KOps/s	$\color{#35bf28}+1.23\%$
test_items_stack_nested_leaf	0.2576ms	0.2030ms	4.9261 KOps/s	4.9212 KOps/s	$\color{#35bf28}+0.10\%$
test_items_stack_nested_locked	0.4033ms	0.3479ms	2.8747 KOps/s	2.8654 KOps/s	$\color{#35bf28}+0.32\%$
test_keys	21.8300μs	4.5910μs	217.8194 KOps/s	219.5591 KOps/s	$\color{#d91a1a}-0.79\%$
test_keys_nested	43.7019ms	0.1018ms	9.8191 KOps/s	10.5281 KOps/s	$\textbf{\color{#d91a1a}-6.73\%}$
test_keys_nested_locked	0.1425ms	99.0066μs	10.1003 KOps/s	10.1216 KOps/s	$\color{#d91a1a}-0.21\%$
test_keys_nested_leaf	0.1126ms	78.1840μs	12.7903 KOps/s	12.7419 KOps/s	$\color{#35bf28}+0.38\%$
test_keys_stack_nested	0.1217ms	94.9337μs	10.5337 KOps/s	10.5367 KOps/s	$\color{#d91a1a}-0.03\%$
test_keys_stack_nested_leaf	0.1034ms	78.2819μs	12.7743 KOps/s	12.6060 KOps/s	$\color{#35bf28}+1.34\%$
test_keys_stack_nested_locked	0.1306ms	99.4341μs	10.0569 KOps/s	10.1256 KOps/s	$\color{#d91a1a}-0.68\%$
test_values	6.7770μs	1.8935μs	528.1150 KOps/s	525.8280 KOps/s	$\color{#35bf28}+0.43\%$
test_values_nested	62.8210μs	45.7524μs	21.8568 KOps/s	22.2018 KOps/s	$\color{#d91a1a}-1.55\%$
test_values_nested_locked	68.1810μs	47.9627μs	20.8495 KOps/s	21.0245 KOps/s	$\color{#d91a1a}-0.83\%$
test_values_nested_leaf	64.4710μs	40.4794μs	24.7039 KOps/s	25.2865 KOps/s	$\color{#d91a1a}-2.30\%$
test_values_stack_nested	77.5510μs	46.7981μs	21.3684 KOps/s	21.6025 KOps/s	$\color{#d91a1a}-1.08\%$
test_values_stack_nested_leaf	70.4010μs	39.8250μs	25.1098 KOps/s	25.0498 KOps/s	$\color{#35bf28}+0.24\%$
test_values_stack_nested_locked	74.4510μs	48.7459μs	20.5146 KOps/s	20.6504 KOps/s	$\color{#d91a1a}-0.66\%$
test_membership	5.7002μs	0.9412μs	1.0624 MOps/s	1.0499 MOps/s	$\color{#35bf28}+1.19\%$
test_membership_nested	19.5310μs	2.8703μs	348.3965 KOps/s	350.4382 KOps/s	$\color{#d91a1a}-0.58\%$
test_membership_nested_leaf	19.6100μs	2.8916μs	345.8315 KOps/s	350.6785 KOps/s	$\color{#d91a1a}-1.38\%$
test_membership_stacked_nested	25.0110μs	2.8640μs	349.1639 KOps/s	347.3823 KOps/s	$\color{#35bf28}+0.51\%$
test_membership_stacked_nested_leaf	20.9400μs	2.8817μs	347.0168 KOps/s	351.0904 KOps/s	$\color{#d91a1a}-1.16\%$
test_membership_nested_last	37.9510μs	5.2366μs	190.9640 KOps/s	188.4665 KOps/s	$\color{#35bf28}+1.33\%$
test_membership_nested_leaf_last	33.0110μs	5.2065μs	192.0687 KOps/s	188.8729 KOps/s	$\color{#35bf28}+1.69\%$
test_membership_stacked_nested_last	41.3410μs	12.7678μs	78.3223 KOps/s	188.0490 KOps/s	$\textbf{\color{#d91a1a}-58.35\%}$
test_membership_stacked_nested_leaf_last	47.5110μs	12.7673μs	78.3253 KOps/s	190.2792 KOps/s	$\textbf{\color{#d91a1a}-58.84\%}$
test_nested_getleaf	42.6510μs	8.5794μs	116.5584 KOps/s	117.8900 KOps/s	$\color{#d91a1a}-1.13\%$
test_nested_get	23.1900μs	8.1068μs	123.3531 KOps/s	125.0768 KOps/s	$\color{#d91a1a}-1.38\%$
test_stacked_getleaf	47.9310μs	8.5987μs	116.2967 KOps/s	118.6292 KOps/s	$\color{#d91a1a}-1.97\%$
test_stacked_get	29.0810μs	8.0996μs	123.4625 KOps/s	124.8717 KOps/s	$\color{#d91a1a}-1.13\%$
test_nested_getitemleaf	42.5700μs	9.9534μs	100.4681 KOps/s	101.7665 KOps/s	$\color{#d91a1a}-1.28\%$
test_nested_getitem	36.4910μs	9.5101μs	105.1517 KOps/s	106.2492 KOps/s	$\color{#d91a1a}-1.03\%$
test_stacked_getitemleaf	29.9610μs	9.8929μs	101.0822 KOps/s	100.7837 KOps/s	$\color{#35bf28}+0.30\%$
test_stacked_getitem	40.3210μs	9.5249μs	104.9883 KOps/s	106.9228 KOps/s	$\color{#d91a1a}-1.81\%$
test_lock_nested	2.0163ms	0.3533ms	2.8303 KOps/s	2.6986 KOps/s	$\color{#35bf28}+4.88\%$
test_lock_stack_nested	0.3491ms	0.3019ms	3.3120 KOps/s	3.1649 KOps/s	$\color{#35bf28}+4.65\%$
test_unlock_nested	0.7374ms	0.3513ms	2.8464 KOps/s	2.7678 KOps/s	$\color{#35bf28}+2.84\%$
test_unlock_stack_nested	0.3652ms	0.3113ms	3.2119 KOps/s	3.0726 KOps/s	$\color{#35bf28}+4.53\%$
test_flatten_speed	0.4855ms	0.2621ms	3.8160 KOps/s	3.8730 KOps/s	$\color{#d91a1a}-1.47\%$
test_unflatten_speed	0.4282ms	0.3635ms	2.7512 KOps/s	2.7244 KOps/s	$\color{#35bf28}+0.98\%$
test_common_ops	1.0695ms	0.6061ms	1.6498 KOps/s	1.5336 KOps/s	$\textbf{\color{#35bf28}+7.58\%}$
test_creation	15.7500μs	1.5342μs	651.8124 KOps/s	641.3185 KOps/s	$\color{#35bf28}+1.64\%$
test_creation_empty	41.2900μs	8.1257μs	123.0657 KOps/s	112.6580 KOps/s	$\textbf{\color{#35bf28}+9.24\%}$
test_creation_nested_1	28.5310μs	9.7887μs	102.1584 KOps/s	93.9955 KOps/s	$\textbf{\color{#35bf28}+8.68\%}$
test_creation_nested_2	35.4900μs	12.2342μs	81.7381 KOps/s	75.8667 KOps/s	$\textbf{\color{#35bf28}+7.74\%}$
test_clone	40.4700μs	13.5482μs	73.8103 KOps/s	66.9134 KOps/s	$\textbf{\color{#35bf28}+10.31\%}$
test_getitem[int]	26.8310μs	11.1422μs	89.7487 KOps/s	91.7757 KOps/s	$\color{#d91a1a}-2.21\%$
test_getitem[slice_int]	1.7660ms	21.1516μs	47.2778 KOps/s	43.7253 KOps/s	$\textbf{\color{#35bf28}+8.12\%}$
test_getitem[range]	69.0810μs	50.3308μs	19.8685 KOps/s	19.5860 KOps/s	$\color{#35bf28}+1.44\%$
test_getitem[tuple]	49.8600μs	18.8631μs	53.0136 KOps/s	52.7486 KOps/s	$\color{#35bf28}+0.50\%$
test_getitem[list]	0.1554ms	40.6268μs	24.6143 KOps/s	25.1078 KOps/s	$\color{#d91a1a}-1.97\%$
test_setitem_dim[int]	55.7610μs	28.9778μs	34.5091 KOps/s	32.7893 KOps/s	$\textbf{\color{#35bf28}+5.25\%}$
test_setitem_dim[slice_int]	84.0610μs	51.5093μs	19.4140 KOps/s	19.2608 KOps/s	$\color{#35bf28}+0.80\%$
test_setitem_dim[range]	0.1101ms	72.9320μs	13.7114 KOps/s	13.7927 KOps/s	$\color{#d91a1a}-0.59\%$
test_setitem_dim[tuple]	73.8110μs	44.2423μs	22.6028 KOps/s	22.4667 KOps/s	$\color{#35bf28}+0.61\%$
test_setitem	51.8510μs	20.3912μs	49.0409 KOps/s	49.4029 KOps/s	$\color{#d91a1a}-0.73\%$
test_set	53.9000μs	18.4843μs	54.1000 KOps/s	48.8741 KOps/s	$\textbf{\color{#35bf28}+10.69\%}$
test_set_shared	0.1263s	0.1290ms	7.7543 KOps/s	7.4864 KOps/s	$\color{#35bf28}+3.58\%$
test_update	66.0610μs	20.4451μs	48.9114 KOps/s	44.1505 KOps/s	$\textbf{\color{#35bf28}+10.78\%}$
test_update_nested	59.6910μs	27.2225μs	36.7343 KOps/s	34.1155 KOps/s	$\textbf{\color{#35bf28}+7.68\%}$
test_set_nested	54.8210μs	19.5285μs	51.2072 KOps/s	47.5250 KOps/s	$\textbf{\color{#35bf28}+7.75\%}$
test_set_nested_new	53.2520μs	22.6209μs	44.2069 KOps/s	42.5763 KOps/s	$\color{#35bf28}+3.83\%$
test_select	67.2910μs	35.9996μs	27.7781 KOps/s	26.9649 KOps/s	$\color{#35bf28}+3.02\%$
test_select_nested	83.9810μs	53.7185μs	18.6155 KOps/s	18.5006 KOps/s	$\color{#35bf28}+0.62\%$
test_exclude_nested	0.1614ms	0.1150ms	8.6968 KOps/s	8.5457 KOps/s	$\color{#35bf28}+1.77\%$
test_empty[True]	0.8881ms	0.3884ms	2.5749 KOps/s	2.5325 KOps/s	$\color{#35bf28}+1.67\%$
test_empty[False]	3.0611μs	0.8476μs	1.1798 MOps/s	1.1772 MOps/s	$\color{#35bf28}+0.22\%$
test_to	76.2510μs	57.1948μs	17.4841 KOps/s	17.5244 KOps/s	$\color{#d91a1a}-0.23\%$
test_to_nonblocking	63.7510μs	37.1837μs	26.8935 KOps/s	27.0143 KOps/s	$\color{#d91a1a}-0.45\%$
test_unbind_speed	0.3289ms	0.2683ms	3.7270 KOps/s	3.6385 KOps/s	$\color{#35bf28}+2.43\%$
test_unbind_speed_stack0	0.4644ms	0.2653ms	3.7687 KOps/s	3.6682 KOps/s	$\color{#35bf28}+2.74\%$
test_unbind_speed_stack1	0.1271s	0.7615ms	1.3131 KOps/s	1.2815 KOps/s	$\color{#35bf28}+2.47\%$
test_split	1.7437ms	1.5577ms	641.9651 Ops/s	654.9050 Ops/s	$\color{#d91a1a}-1.98\%$
test_chunk	1.7408ms	1.5509ms	644.7718 Ops/s	655.7338 Ops/s	$\color{#d91a1a}-1.67\%$
test_creation[device0]	0.1255ms	73.0466μs	13.6899 KOps/s	13.7220 KOps/s	$\color{#d91a1a}-0.23\%$
test_creation_from_tensor	0.2491ms	54.1163μs	18.4787 KOps/s	17.4149 KOps/s	$\textbf{\color{#35bf28}+6.11\%}$
test_add_one[memmap_tensor0]	94.2020μs	7.1547μs	139.7676 KOps/s	132.1211 KOps/s	$\textbf{\color{#35bf28}+5.79\%}$
test_contiguous[memmap_tensor0]	13.5300μs	0.6583μs	1.5192 MOps/s	1.5535 MOps/s	$\color{#d91a1a}-2.21\%$
test_stack[memmap_tensor0]	0.2042ms	4.5053μs	221.9585 KOps/s	211.3626 KOps/s	$\textbf{\color{#35bf28}+5.01\%}$
test_memmaptd_index	1.1172ms	0.2583ms	3.8715 KOps/s	3.7205 KOps/s	$\color{#35bf28}+4.06\%$
test_memmaptd_index_astensor	0.5647ms	0.3199ms	3.1262 KOps/s	3.0379 KOps/s	$\color{#35bf28}+2.91\%$
test_memmaptd_index_op	0.9596ms	0.6037ms	1.6563 KOps/s	1.5285 KOps/s	$\textbf{\color{#35bf28}+8.36\%}$
test_serialize_model	92.1032ms	89.0968ms	11.2237 Ops/s	9.1598 Ops/s	$\textbf{\color{#35bf28}+22.53\%}$
test_serialize_model_pickle	1.3489s	1.2354s	0.8095 Ops/s	0.8085 Ops/s	$\color{#35bf28}+0.13\%$
test_serialize_weights	89.8150ms	86.4473ms	11.5677 Ops/s	10.9038 Ops/s	$\textbf{\color{#35bf28}+6.09\%}$
test_serialize_weights_returnearly	0.3652s	88.9718ms	11.2395 Ops/s	11.6345 Ops/s	$\color{#d91a1a}-3.39\%$
test_serialize_weights_pickle	1.3530s	1.2481s	0.8012 Ops/s	0.8016 Ops/s	$\color{#d91a1a}-0.04\%$
test_reshape_pytree	56.4810μs	25.6308μs	39.0156 KOps/s	36.5404 KOps/s	$\textbf{\color{#35bf28}+6.77\%}$
test_reshape_td	69.1410μs	31.5905μs	31.6551 KOps/s	31.5843 KOps/s	$\color{#35bf28}+0.22\%$
test_view_pytree	93.7210μs	25.3838μs	39.3951 KOps/s	38.4291 KOps/s	$\color{#35bf28}+2.51\%$
test_view_td	0.5754ms	45.7968μs	21.8356 KOps/s	21.2797 KOps/s	$\color{#35bf28}+2.61\%$
test_unbind_pytree	0.2902ms	30.2011μs	33.1114 KOps/s	31.8359 KOps/s	$\color{#35bf28}+4.01\%$
test_unbind_td	93.5020μs	39.9368μs	25.0396 KOps/s	23.9977 KOps/s	$\color{#35bf28}+4.34\%$
test_split_pytree	59.3110μs	29.0034μs	34.4787 KOps/s	33.7996 KOps/s	$\color{#35bf28}+2.01\%$
test_split_td	0.1193ms	39.5641μs	25.2754 KOps/s	25.2163 KOps/s	$\color{#35bf28}+0.23\%$
test_add_pytree	70.1410μs	36.4602μs	27.4272 KOps/s	26.0056 KOps/s	$\textbf{\color{#35bf28}+5.47\%}$
test_add_td	0.1060ms	50.5871μs	19.7679 KOps/s	18.2450 KOps/s	$\textbf{\color{#35bf28}+8.35\%}$
test_distributed	1.8506ms	71.5889μs	13.9686 KOps/s	14.0862 KOps/s	$\color{#d91a1a}-0.83\%$
test_tdmodule	34.0010μs	17.6341μs	56.7084 KOps/s	54.9834 KOps/s	$\color{#35bf28}+3.14\%$
test_tdmodule_dispatch	0.1443ms	36.1861μs	27.6349 KOps/s	26.6449 KOps/s	$\color{#35bf28}+3.72\%$
test_tdseq	38.2510μs	20.4888μs	48.8071 KOps/s	46.6388 KOps/s	$\color{#35bf28}+4.65\%$
test_tdseq_dispatch	54.2910μs	38.8866μs	25.7158 KOps/s	25.0259 KOps/s	$\color{#35bf28}+2.76\%$
test_instantiation_functorch	2.0077ms	1.6885ms	592.2383 Ops/s	593.4126 Ops/s	$\color{#d91a1a}-0.20\%$
test_instantiation_td	1.7069ms	1.1600ms	862.0878 Ops/s	841.5889 Ops/s	$\color{#35bf28}+2.44\%$
test_exec_functorch	0.2105ms	0.1607ms	6.2224 KOps/s	5.9995 KOps/s	$\color{#35bf28}+3.72\%$
test_exec_functional_call	0.2289ms	0.1616ms	6.1870 KOps/s	6.0205 KOps/s	$\color{#35bf28}+2.77\%$
test_exec_td	0.1880ms	0.1528ms	6.5447 KOps/s	6.5273 KOps/s	$\color{#35bf28}+0.27\%$
test_exec_td_decorator	0.8544ms	0.1995ms	5.0137 KOps/s	4.9183 KOps/s	$\color{#35bf28}+1.94\%$
test_vmap_mlp_speed[True-True]	0.7153ms	0.6237ms	1.6034 KOps/s	1.6073 KOps/s	$\color{#d91a1a}-0.24\%$
test_vmap_mlp_speed[True-False]	0.7375ms	0.6218ms	1.6083 KOps/s	1.6079 KOps/s	$\color{#35bf28}+0.03\%$
test_vmap_mlp_speed[False-True]	0.6169ms	0.5508ms	1.8156 KOps/s	1.8195 KOps/s	$\color{#d91a1a}-0.21\%$
test_vmap_mlp_speed[False-False]	0.5933ms	0.5476ms	1.8262 KOps/s	1.8272 KOps/s	$\color{#d91a1a}-0.05\%$
test_vmap_mlp_speed_decorator[True-True]	0.7786ms	0.6631ms	1.5082 KOps/s	1.5120 KOps/s	$\color{#d91a1a}-0.25\%$
test_vmap_mlp_speed_decorator[True-False]	0.9627ms	0.6633ms	1.5076 KOps/s	1.5037 KOps/s	$\color{#35bf28}+0.26\%$
test_vmap_mlp_speed_decorator[False-True]	0.6938ms	0.5662ms	1.7661 KOps/s	1.7575 KOps/s	$\color{#35bf28}+0.49\%$
test_vmap_mlp_speed_decorator[False-False]	0.8203ms	0.5677ms	1.7614 KOps/s	1.7598 KOps/s	$\color{#35bf28}+0.09\%$
test_vmap_transformer_speed[True-True]	8.4118ms	8.3327ms	120.0097 Ops/s	119.3527 Ops/s	$\color{#35bf28}+0.55\%$
test_vmap_transformer_speed[True-False]	8.4992ms	8.3005ms	120.4748 Ops/s	119.3624 Ops/s	$\color{#35bf28}+0.93\%$
test_vmap_transformer_speed[False-True]	8.5322ms	8.2759ms	120.8333 Ops/s	120.8053 Ops/s	$\color{#35bf28}+0.02\%$
test_vmap_transformer_speed[False-False]	8.5834ms	8.2431ms	121.3142 Ops/s	120.6824 Ops/s	$\color{#35bf28}+0.52\%$
test_vmap_transformer_speed_decorator[True-True]	20.0254ms	19.8423ms	50.3975 Ops/s	50.0619 Ops/s	$\color{#35bf28}+0.67\%$
test_vmap_transformer_speed_decorator[True-False]	19.8893ms	19.8260ms	50.4387 Ops/s	50.0059 Ops/s	$\color{#35bf28}+0.87\%$
test_vmap_transformer_speed_decorator[False-True]	20.3524ms	19.5015ms	51.2782 Ops/s	51.1858 Ops/s	$\color{#35bf28}+0.18\%$
test_vmap_transformer_speed_decorator[False-False]	19.5278ms	19.4197ms	51.4940 Ops/s	51.3421 Ops/s	$\color{#35bf28}+0.30\%$
test_to_module_speed[True]	2.9334ms	1.2740ms	784.9511 Ops/s	786.7889 Ops/s	$\color{#d91a1a}-0.23\%$
test_to_module_speed[False]	1.3890ms	1.2310ms	812.3267 Ops/s	814.3781 Ops/s	$\color{#d91a1a}-0.25\%$