[Minor] Typo in lazy legacy warnings

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

Total Benchmarks: 124. Improved: $\large\color{#35bf28}3$. Worsened: $\large\color{#d91a1a}13$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	39.3530μs	16.7492μs	59.7043 KOps/s	59.5339 KOps/s	$\color{#35bf28}+0.29\%$
test_plain_set_stack_nested	0.1994ms	0.1459ms	6.8518 KOps/s	6.9326 KOps/s	$\color{#d91a1a}-1.17\%$
test_plain_set_nested_inplace	55.1040μs	19.6001μs	51.0201 KOps/s	51.9830 KOps/s	$\color{#d91a1a}-1.85\%$
test_plain_set_stack_nested_inplace	0.3369ms	0.1786ms	5.6006 KOps/s	5.6355 KOps/s	$\color{#d91a1a}-0.62\%$
test_items	19.9680μs	2.5618μs	390.3491 KOps/s	395.2781 KOps/s	$\color{#d91a1a}-1.25\%$
test_items_nested	0.4715ms	0.2715ms	3.6829 KOps/s	3.6669 KOps/s	$\color{#35bf28}+0.44\%$
test_items_nested_locked	1.8175ms	0.2785ms	3.5907 KOps/s	3.6569 KOps/s	$\color{#d91a1a}-1.81\%$
test_items_nested_leaf	0.3501ms	0.1683ms	5.9408 KOps/s	5.9643 KOps/s	$\color{#d91a1a}-0.39\%$
test_items_stack_nested	1.6844ms	1.3194ms	757.9482 Ops/s	762.2831 Ops/s	$\color{#d91a1a}-0.57\%$
test_items_stack_nested_leaf	1.7733ms	1.1965ms	835.7920 Ops/s	850.7508 Ops/s	$\color{#d91a1a}-1.76\%$
test_items_stack_nested_locked	1.0346ms	0.8638ms	1.1576 KOps/s	1.1166 KOps/s	$\color{#35bf28}+3.67\%$
test_keys	25.1570μs	3.8407μs	260.3682 KOps/s	260.6242 KOps/s	$\color{#d91a1a}-0.10\%$
test_keys_nested	67.5358ms	0.1611ms	6.2065 KOps/s	6.7170 KOps/s	$\textbf{\color{#d91a1a}-7.60\%}$
test_keys_nested_locked	0.2548ms	0.1533ms	6.5241 KOps/s	6.5081 KOps/s	$\color{#35bf28}+0.25\%$
test_keys_nested_leaf	2.5858ms	0.1322ms	7.5652 KOps/s	7.6448 KOps/s	$\color{#d91a1a}-1.04\%$
test_keys_stack_nested	1.5165ms	1.2706ms	787.0180 Ops/s	799.4296 Ops/s	$\color{#d91a1a}-1.55\%$
test_keys_stack_nested_leaf	1.5371ms	1.2600ms	793.6502 Ops/s	800.2200 Ops/s	$\color{#d91a1a}-0.82\%$
test_keys_stack_nested_locked	1.0565ms	0.8049ms	1.2424 KOps/s	1.2388 KOps/s	$\color{#35bf28}+0.29\%$
test_values	9.7808μs	1.1693μs	855.2265 KOps/s	858.0372 KOps/s	$\color{#d91a1a}-0.33\%$
test_values_nested	0.1004ms	53.7521μs	18.6039 KOps/s	18.9906 KOps/s	$\color{#d91a1a}-2.04\%$
test_values_nested_locked	97.7020μs	53.4052μs	18.7248 KOps/s	18.8519 KOps/s	$\color{#d91a1a}-0.67\%$
test_values_nested_leaf	98.6420μs	47.3850μs	21.1037 KOps/s	21.6082 KOps/s	$\color{#d91a1a}-2.33\%$
test_values_stack_nested	1.6864ms	1.0327ms	968.3371 Ops/s	964.6173 Ops/s	$\color{#35bf28}+0.39\%$
test_values_stack_nested_leaf	1.7972ms	1.0503ms	952.1052 Ops/s	989.9208 Ops/s	$\color{#d91a1a}-3.82\%$
test_values_stack_nested_locked	0.7658ms	0.6005ms	1.6654 KOps/s	1.6784 KOps/s	$\color{#d91a1a}-0.78\%$
test_membership	25.8980μs	1.3602μs	735.2011 KOps/s	735.2369 KOps/s	$-0.00\%$
test_membership_nested	32.7410μs	3.5382μs	282.6330 KOps/s	296.2924 KOps/s	$\color{#d91a1a}-4.61\%$
test_membership_nested_leaf	47.8390μs	3.6393μs	274.7762 KOps/s	292.7246 KOps/s	$\textbf{\color{#d91a1a}-6.13\%}$
test_membership_stacked_nested	34.0740μs	12.3127μs	81.2173 KOps/s	84.2800 KOps/s	$\color{#d91a1a}-3.63\%$
test_membership_stacked_nested_leaf	57.3450μs	12.3432μs	81.0161 KOps/s	83.6428 KOps/s	$\color{#d91a1a}-3.14\%$
test_membership_nested_last	24.6460μs	6.8222μs	146.5811 KOps/s	150.8491 KOps/s	$\color{#d91a1a}-2.83\%$
test_membership_nested_leaf_last	37.9510μs	6.9125μs	144.6653 KOps/s	147.7371 KOps/s	$\color{#d91a1a}-2.08\%$
test_membership_stacked_nested_last	0.3255ms	0.1805ms	5.5387 KOps/s	5.6005 KOps/s	$\color{#d91a1a}-1.10\%$
test_membership_stacked_nested_leaf_last	48.4100μs	14.5008μs	68.9618 KOps/s	71.3157 KOps/s	$\color{#d91a1a}-3.30\%$
test_nested_getleaf	34.9150μs	10.9185μs	91.5878 KOps/s	93.3993 KOps/s	$\color{#d91a1a}-1.94\%$
test_nested_get	54.3320μs	10.4668μs	95.5398 KOps/s	98.7042 KOps/s	$\color{#d91a1a}-3.21\%$
test_stacked_getleaf	0.6933ms	0.3949ms	2.5322 KOps/s	2.5317 KOps/s	$\color{#35bf28}+0.02\%$
test_stacked_get	0.6214ms	0.3647ms	2.7418 KOps/s	2.7556 KOps/s	$\color{#d91a1a}-0.50\%$
test_nested_getitemleaf	38.9530μs	12.5643μs	79.5905 KOps/s	82.6560 KOps/s	$\color{#d91a1a}-3.71\%$
test_nested_getitem	41.6670μs	11.8937μs	84.0784 KOps/s	87.3074 KOps/s	$\color{#d91a1a}-3.70\%$
test_stacked_getitemleaf	0.5969ms	0.4003ms	2.4980 KOps/s	2.5333 KOps/s	$\color{#d91a1a}-1.40\%$
test_stacked_getitem	0.5357ms	0.3717ms	2.6907 KOps/s	2.7400 KOps/s	$\color{#d91a1a}-1.80\%$
test_lock_nested	1.0557ms	0.3434ms	2.9117 KOps/s	3.0262 KOps/s	$\color{#d91a1a}-3.78\%$
test_lock_stack_nested	85.6840ms	5.9345ms	168.5065 Ops/s	177.1203 Ops/s	$\color{#d91a1a}-4.86\%$
test_unlock_nested	1.1130ms	0.3453ms	2.8963 KOps/s	2.5184 KOps/s	$\textbf{\color{#35bf28}+15.01\%}$
test_unlock_stack_nested	93.3684ms	6.1841ms	161.7051 Ops/s	172.1958 Ops/s	$\textbf{\color{#d91a1a}-6.09\%}$
test_flatten_speed	0.6232ms	0.3725ms	2.6848 KOps/s	2.6971 KOps/s	$\color{#d91a1a}-0.45\%$
test_unflatten_speed	0.7274ms	0.4709ms	2.1237 KOps/s	2.1518 KOps/s	$\color{#d91a1a}-1.31\%$
test_common_ops	5.2594ms	0.6953ms	1.4383 KOps/s	1.5144 KOps/s	$\textbf{\color{#d91a1a}-5.03\%}$
test_creation	17.2520μs	1.8689μs	535.0849 KOps/s	523.9184 KOps/s	$\color{#35bf28}+2.13\%$
test_creation_empty	39.1530μs	10.0651μs	99.3530 KOps/s	104.0580 KOps/s	$\color{#d91a1a}-4.52\%$
test_creation_nested_1	60.6720μs	12.6280μs	79.1894 KOps/s	82.0911 KOps/s	$\color{#d91a1a}-3.53\%$
test_creation_nested_2	38.3820μs	15.8733μs	62.9989 KOps/s	63.3637 KOps/s	$\color{#d91a1a}-0.58\%$
test_clone	0.1392ms	13.0449μs	76.6585 KOps/s	78.4074 KOps/s	$\color{#d91a1a}-2.23\%$
test_getitem[int]	39.9350μs	10.9372μs	91.4314 KOps/s	91.8545 KOps/s	$\color{#d91a1a}-0.46\%$
test_getitem[slice_int]	65.6720μs	21.9031μs	45.6557 KOps/s	45.6271 KOps/s	$\color{#35bf28}+0.06\%$
test_getitem[range]	0.2643ms	40.5941μs	24.6341 KOps/s	24.8423 KOps/s	$\color{#d91a1a}-0.84\%$
test_getitem[tuple]	55.1230μs	18.1125μs	55.2105 KOps/s	55.4686 KOps/s	$\color{#d91a1a}-0.47\%$
test_getitem[list]	0.2913ms	35.4674μs	28.1949 KOps/s	28.2062 KOps/s	$\color{#d91a1a}-0.04\%$
test_setitem_dim[int]	51.5460μs	29.3911μs	34.0239 KOps/s	34.7174 KOps/s	$\color{#d91a1a}-2.00\%$
test_setitem_dim[slice_int]	0.1001ms	55.7847μs	17.9260 KOps/s	18.2255 KOps/s	$\color{#d91a1a}-1.64\%$
test_setitem_dim[range]	0.1437ms	74.6727μs	13.3918 KOps/s	13.8870 KOps/s	$\color{#d91a1a}-3.57\%$
test_setitem_dim[tuple]	65.2510μs	43.7932μs	22.8346 KOps/s	23.3789 KOps/s	$\color{#d91a1a}-2.33\%$
test_setitem	0.1313ms	19.4738μs	51.3511 KOps/s	53.7883 KOps/s	$\color{#d91a1a}-4.53\%$
test_set	0.1596ms	19.0162μs	52.5866 KOps/s	55.0468 KOps/s	$\color{#d91a1a}-4.47\%$
test_set_shared	3.5077ms	0.1444ms	6.9234 KOps/s	7.3284 KOps/s	$\textbf{\color{#d91a1a}-5.53\%}$
test_update	0.2789ms	21.5312μs	46.4442 KOps/s	48.0749 KOps/s	$\color{#d91a1a}-3.39\%$
test_update_nested	0.1533ms	29.1242μs	34.3357 KOps/s	35.6060 KOps/s	$\color{#d91a1a}-3.57\%$
test_set_nested	0.1357ms	20.7599μs	48.1697 KOps/s	50.0089 KOps/s	$\color{#d91a1a}-3.68\%$
test_set_nested_new	0.1455ms	24.9178μs	40.1320 KOps/s	42.3971 KOps/s	$\textbf{\color{#d91a1a}-5.34\%}$
test_select	0.1264ms	38.1484μs	26.2134 KOps/s	27.2133 KOps/s	$\color{#d91a1a}-3.67\%$
test_select_nested	0.1081ms	57.6112μs	17.3577 KOps/s	16.7960 KOps/s	$\color{#35bf28}+3.34\%$
test_exclude_nested	0.1974ms	0.1201ms	8.3235 KOps/s	8.3670 KOps/s	$\color{#d91a1a}-0.52\%$
test_empty[True]	0.7211ms	0.4153ms	2.4082 KOps/s	2.3716 KOps/s	$\color{#35bf28}+1.54\%$
test_empty[False]	6.5662μs	1.0432μs	958.5498 KOps/s	964.4166 KOps/s	$\color{#d91a1a}-0.61\%$
test_unbind_speed	0.3051ms	0.2445ms	4.0899 KOps/s	4.1429 KOps/s	$\color{#d91a1a}-1.28\%$
test_unbind_speed_stack0	91.6690ms	3.4906ms	286.4869 Ops/s	339.6950 Ops/s	$\textbf{\color{#d91a1a}-15.66\%}$
test_unbind_speed_stack1	33.5120μs	1.9739μs	506.6144 KOps/s	491.5648 KOps/s	$\color{#35bf28}+3.06\%$
test_split	2.4497ms	1.4737ms	678.5702 Ops/s	677.9892 Ops/s	$\color{#35bf28}+0.09\%$
test_chunk	82.8420ms	1.5864ms	630.3580 Ops/s	679.6796 Ops/s	$\textbf{\color{#d91a1a}-7.26\%}$
test_creation[device0]	0.2167ms	0.1026ms	9.7434 KOps/s	9.6967 KOps/s	$\color{#35bf28}+0.48\%$
test_creation_from_tensor	4.7910ms	82.1976μs	12.1658 KOps/s	12.4579 KOps/s	$\color{#d91a1a}-2.34\%$
test_add_one[memmap_tensor0]	0.5253ms	5.3651μs	186.3901 KOps/s	188.9783 KOps/s	$\color{#d91a1a}-1.37\%$
test_contiguous[memmap_tensor0]	13.7250μs	0.6418μs	1.5582 MOps/s	1.5683 MOps/s	$\color{#d91a1a}-0.64\%$
test_stack[memmap_tensor0]	0.1561ms	3.6294μs	275.5278 KOps/s	284.9383 KOps/s	$\color{#d91a1a}-3.30\%$
test_memmaptd_index	0.8332ms	0.2231ms	4.4818 KOps/s	4.6487 KOps/s	$\color{#d91a1a}-3.59\%$
test_memmaptd_index_astensor	0.6866ms	0.2884ms	3.4674 KOps/s	3.6220 KOps/s	$\color{#d91a1a}-4.27\%$
test_memmaptd_index_op	0.9486ms	0.5708ms	1.7518 KOps/s	1.8026 KOps/s	$\color{#d91a1a}-2.82\%$
test_serialize_model	0.1806s	0.1153s	8.6736 Ops/s	9.7369 Ops/s	$\textbf{\color{#d91a1a}-10.92\%}$
test_serialize_model_pickle	0.4670s	0.3776s	2.6481 Ops/s	2.6412 Ops/s	$\color{#35bf28}+0.26\%$
test_serialize_weights	0.1817s	0.1080s	9.2603 Ops/s	9.3527 Ops/s	$\color{#d91a1a}-0.99\%$
test_serialize_weights_returnearly	0.2028s	0.1327s	7.5383 Ops/s	7.0670 Ops/s	$\textbf{\color{#35bf28}+6.67\%}$
test_serialize_weights_pickle	0.9008s	0.5908s	1.6925 Ops/s	1.5559 Ops/s	$\textbf{\color{#35bf28}+8.78\%}$
test_serialize_weights_filesystem	99.4190ms	92.7924ms	10.7767 Ops/s	11.0325 Ops/s	$\color{#d91a1a}-2.32\%$
test_serialize_model_filesystem	0.1049s	95.7638ms	10.4424 Ops/s	9.9673 Ops/s	$\color{#35bf28}+4.77\%$
test_reshape_pytree	49.4830μs	23.4162μs	42.7055 KOps/s	42.3914 KOps/s	$\color{#35bf28}+0.74\%$
test_reshape_td	65.4730μs	30.0393μs	33.2898 KOps/s	34.0678 KOps/s	$\color{#d91a1a}-2.28\%$
test_view_pytree	88.9870μs	23.6916μs	42.2090 KOps/s	43.2104 KOps/s	$\color{#d91a1a}-2.32\%$
test_view_td	76.2087ms	11.5165μs	86.8317 KOps/s	88.5743 KOps/s	$\color{#d91a1a}-1.97\%$
test_unbind_pytree	68.4280μs	26.4340μs	37.8300 KOps/s	38.3720 KOps/s	$\color{#d91a1a}-1.41\%$
test_unbind_td	0.4866ms	39.2926μs	25.4501 KOps/s	28.1556 KOps/s	$\textbf{\color{#d91a1a}-9.61\%}$
test_split_pytree	70.3410μs	26.0317μs	38.4147 KOps/s	38.6379 KOps/s	$\color{#d91a1a}-0.58\%$
test_split_td	0.1125ms	39.6989μs	25.1896 KOps/s	25.0518 KOps/s	$\color{#35bf28}+0.55\%$
test_add_pytree	81.7030μs	32.6724μs	30.6069 KOps/s	30.1233 KOps/s	$\color{#35bf28}+1.61\%$
test_add_td	0.1017ms	50.2464μs	19.9019 KOps/s	19.9959 KOps/s	$\color{#d91a1a}-0.47\%$
test_distributed	0.2414ms	99.6183μs	10.0383 KOps/s	9.7346 KOps/s	$\color{#35bf28}+3.12\%$
test_tdmodule	0.3355ms	22.6646μs	44.1216 KOps/s	47.0420 KOps/s	$\textbf{\color{#d91a1a}-6.21\%}$
test_tdmodule_dispatch	0.2564ms	44.0267μs	22.7135 KOps/s	23.2336 KOps/s	$\color{#d91a1a}-2.24\%$
test_tdseq	0.1398ms	25.2359μs	39.6261 KOps/s	40.6619 KOps/s	$\color{#d91a1a}-2.55\%$
test_tdseq_dispatch	0.5214ms	47.8334μs	20.9059 KOps/s	22.0731 KOps/s	$\textbf{\color{#d91a1a}-5.29\%}$
test_instantiation_functorch	2.2774ms	1.2835ms	779.1016 Ops/s	764.9180 Ops/s	$\color{#35bf28}+1.85\%$
test_instantiation_td	0.1045s	1.1102ms	900.7301 Ops/s	1.0076 KOps/s	$\textbf{\color{#d91a1a}-10.60\%}$
test_exec_functorch	0.2855ms	0.1602ms	6.2410 KOps/s	6.3131 KOps/s	$\color{#d91a1a}-1.14\%$
test_exec_functional_call	0.2936ms	0.1502ms	6.6557 KOps/s	6.6735 KOps/s	$\color{#d91a1a}-0.27\%$
test_exec_td	0.4027ms	0.1447ms	6.9114 KOps/s	6.9435 KOps/s	$\color{#d91a1a}-0.46\%$
test_exec_td_decorator	0.9840ms	0.1769ms	5.6517 KOps/s	5.6414 KOps/s	$\color{#35bf28}+0.18\%$
test_vmap_mlp_speed[True-True]	1.3028ms	0.8707ms	1.1485 KOps/s	1.1404 KOps/s	$\color{#35bf28}+0.71\%$
test_vmap_mlp_speed[True-False]	0.8247ms	0.4723ms	2.1175 KOps/s	2.1106 KOps/s	$\color{#35bf28}+0.32\%$
test_vmap_mlp_speed[False-True]	1.2889ms	0.7728ms	1.2939 KOps/s	1.3088 KOps/s	$\color{#d91a1a}-1.13\%$
test_vmap_mlp_speed[False-False]	0.6237ms	0.3824ms	2.6154 KOps/s	2.5665 KOps/s	$\color{#35bf28}+1.90\%$
test_vmap_mlp_speed_decorator[True-True]	2.8424ms	2.2735ms	439.8562 Ops/s	432.1335 Ops/s	$\color{#35bf28}+1.79\%$
test_vmap_mlp_speed_decorator[True-False]	0.9637ms	0.5185ms	1.9285 KOps/s	1.9286 KOps/s	$-0.00\%$
test_vmap_mlp_speed_decorator[False-True]	2.3973ms	1.8518ms	540.0270 Ops/s	545.1101 Ops/s	$\color{#d91a1a}-0.93\%$
test_vmap_mlp_speed_decorator[False-False]	0.7646ms	0.3955ms	2.5285 KOps/s	2.5048 KOps/s	$\color{#35bf28}+0.95\%$

[github-actions]

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

Total Benchmarks: 132. Improved: $\large\color{#35bf28}8$. Worsened: $\large\color{#d91a1a}28$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	0.4810ms	14.5445μs	68.7546 KOps/s	76.0798 KOps/s	$\textbf{\color{#d91a1a}-9.63\%}$
test_plain_set_stack_nested	0.1542ms	0.1203ms	8.3142 KOps/s	8.4065 KOps/s	$\color{#d91a1a}-1.10\%$
test_plain_set_nested_inplace	34.3310μs	16.0056μs	62.4782 KOps/s	69.0887 KOps/s	$\textbf{\color{#d91a1a}-9.57\%}$
test_plain_set_stack_nested_inplace	0.1833ms	0.1502ms	6.6594 KOps/s	6.6959 KOps/s	$\color{#d91a1a}-0.55\%$
test_items	29.2610μs	4.8147μs	207.6992 KOps/s	209.5815 KOps/s	$\color{#d91a1a}-0.90\%$
test_items_nested	0.3631ms	0.3419ms	2.9245 KOps/s	2.9032 KOps/s	$\color{#35bf28}+0.73\%$
test_items_nested_locked	0.3641ms	0.3453ms	2.8961 KOps/s	2.8785 KOps/s	$\color{#35bf28}+0.61\%$
test_items_nested_leaf	0.2370ms	0.2030ms	4.9260 KOps/s	4.8982 KOps/s	$\color{#35bf28}+0.57\%$
test_items_stack_nested	1.3946ms	1.3262ms	754.0275 Ops/s	750.5382 Ops/s	$\color{#35bf28}+0.46\%$
test_items_stack_nested_leaf	1.2162ms	1.1613ms	861.0839 Ops/s	857.5540 Ops/s	$\color{#35bf28}+0.41\%$
test_items_stack_nested_locked	1.9790ms	0.9043ms	1.1058 KOps/s	1.0878 KOps/s	$\color{#35bf28}+1.66\%$
test_keys	31.6510μs	4.6382μs	215.5999 KOps/s	216.8733 KOps/s	$\color{#d91a1a}-0.59\%$
test_keys_nested	0.5147ms	94.2108μs	10.6145 KOps/s	10.5789 KOps/s	$\color{#35bf28}+0.34\%$
test_keys_nested_locked	0.1271ms	97.5002μs	10.2564 KOps/s	10.2494 KOps/s	$\color{#35bf28}+0.07\%$
test_keys_nested_leaf	0.1850ms	77.5996μs	12.8867 KOps/s	12.7422 KOps/s	$\color{#35bf28}+1.13\%$
test_keys_stack_nested	1.2049ms	1.1565ms	864.6412 Ops/s	847.4171 Ops/s	$\color{#35bf28}+2.03\%$
test_keys_stack_nested_leaf	1.1940ms	1.1534ms	867.0108 Ops/s	851.5679 Ops/s	$\color{#35bf28}+1.81\%$
test_keys_stack_nested_locked	0.7811ms	0.7346ms	1.3613 KOps/s	1.3319 KOps/s	$\color{#35bf28}+2.20\%$
test_values	9.7103μs	1.9008μs	526.1076 KOps/s	528.7463 KOps/s	$\color{#d91a1a}-0.50\%$
test_values_nested	71.3520μs	44.9670μs	22.2385 KOps/s	22.0725 KOps/s	$\color{#35bf28}+0.75\%$
test_values_nested_locked	68.4510μs	47.4054μs	21.0946 KOps/s	20.9700 KOps/s	$\color{#35bf28}+0.59\%$
test_values_nested_leaf	63.7810μs	39.5922μs	25.2575 KOps/s	25.1776 KOps/s	$\color{#35bf28}+0.32\%$
test_values_stack_nested	0.9992ms	0.9613ms	1.0402 KOps/s	1.0416 KOps/s	$\color{#d91a1a}-0.14\%$
test_values_stack_nested_leaf	1.0183ms	0.9629ms	1.0386 KOps/s	1.0399 KOps/s	$\color{#d91a1a}-0.13\%$
test_values_stack_nested_locked	0.6932ms	0.5723ms	1.7472 KOps/s	1.6702 KOps/s	$\color{#35bf28}+4.61\%$
test_membership	5.1442μs	0.9492μs	1.0535 MOps/s	1.0630 MOps/s	$\color{#d91a1a}-0.89\%$
test_membership_nested	33.9000μs	2.9274μs	341.6003 KOps/s	340.9489 KOps/s	$\color{#35bf28}+0.19\%$
test_membership_nested_leaf	36.4210μs	2.9412μs	340.0003 KOps/s	343.1402 KOps/s	$\color{#d91a1a}-0.92\%$
test_membership_stacked_nested	36.1910μs	11.3768μs	87.8984 KOps/s	87.6787 KOps/s	$\color{#35bf28}+0.25\%$
test_membership_stacked_nested_leaf	30.1910μs	11.4607μs	87.2551 KOps/s	88.4431 KOps/s	$\color{#d91a1a}-1.34\%$
test_membership_nested_last	38.9210μs	5.3952μs	185.3489 KOps/s	186.6776 KOps/s	$\color{#d91a1a}-0.71\%$
test_membership_nested_leaf_last	37.4300μs	5.4454μs	183.6417 KOps/s	185.6955 KOps/s	$\color{#d91a1a}-1.11\%$
test_membership_stacked_nested_last	0.1951ms	0.1570ms	6.3685 KOps/s	6.3396 KOps/s	$\color{#35bf28}+0.46\%$
test_membership_stacked_nested_leaf_last	33.0600μs	13.1723μs	75.9170 KOps/s	75.9868 KOps/s	$\color{#d91a1a}-0.09\%$
test_nested_getleaf	30.3310μs	8.4971μs	117.6877 KOps/s	118.4625 KOps/s	$\color{#d91a1a}-0.65\%$
test_nested_get	35.4610μs	8.0222μs	124.6537 KOps/s	125.5327 KOps/s	$\color{#d91a1a}-0.70\%$
test_stacked_getleaf	0.3700ms	0.3284ms	3.0452 KOps/s	2.8401 KOps/s	$\textbf{\color{#35bf28}+7.22\%}$
test_stacked_get	0.3670ms	0.2929ms	3.4137 KOps/s	3.2900 KOps/s	$\color{#35bf28}+3.76\%$
test_nested_getitemleaf	26.6310μs	9.8604μs	101.4156 KOps/s	101.5338 KOps/s	$\color{#d91a1a}-0.12\%$
test_nested_getitem	36.6400μs	9.4651μs	105.6508 KOps/s	106.3326 KOps/s	$\color{#d91a1a}-0.64\%$
test_stacked_getitemleaf	0.3735ms	0.3317ms	3.0146 KOps/s	2.8735 KOps/s	$\color{#35bf28}+4.91\%$
test_stacked_getitem	0.3258ms	0.2988ms	3.3469 KOps/s	3.0902 KOps/s	$\textbf{\color{#35bf28}+8.31\%}$
test_lock_nested	0.7454ms	0.3564ms	2.8058 KOps/s	2.7938 KOps/s	$\color{#35bf28}+0.43\%$
test_lock_stack_nested	85.2188ms	6.2671ms	159.5641 Ops/s	158.5380 Ops/s	$\color{#35bf28}+0.65\%$
test_unlock_nested	79.6022ms	0.4340ms	2.3042 KOps/s	2.8241 KOps/s	$\textbf{\color{#d91a1a}-18.41\%}$
test_unlock_stack_nested	85.8806ms	6.3485ms	157.5176 Ops/s	154.4805 Ops/s	$\color{#35bf28}+1.97\%$
test_flatten_speed	0.6492ms	0.2616ms	3.8221 KOps/s	3.8032 KOps/s	$\color{#35bf28}+0.50\%$
test_unflatten_speed	0.4011ms	0.3640ms	2.7472 KOps/s	2.7639 KOps/s	$\color{#d91a1a}-0.61\%$
test_common_ops	1.0920ms	0.6479ms	1.5435 KOps/s	1.6742 KOps/s	$\textbf{\color{#d91a1a}-7.80\%}$
test_creation	34.6210μs	1.5271μs	654.8230 KOps/s	643.6188 KOps/s	$\color{#35bf28}+1.74\%$
test_creation_empty	23.7400μs	10.1971μs	98.0672 KOps/s	136.1621 KOps/s	$\textbf{\color{#d91a1a}-27.98\%}$
test_creation_nested_1	46.4610μs	11.9742μs	83.5128 KOps/s	109.8378 KOps/s	$\textbf{\color{#d91a1a}-23.97\%}$
test_creation_nested_2	37.6000μs	14.3631μs	69.6229 KOps/s	86.9214 KOps/s	$\textbf{\color{#d91a1a}-19.90\%}$
test_clone	67.7810μs	13.9651μs	71.6072 KOps/s	72.5977 KOps/s	$\color{#d91a1a}-1.36\%$
test_getitem[int]	29.1300μs	10.9496μs	91.3273 KOps/s	90.1069 KOps/s	$\color{#35bf28}+1.35\%$
test_getitem[slice_int]	54.8200μs	21.9107μs	45.6399 KOps/s	45.6402 KOps/s	$-0.00\%$
test_getitem[range]	0.1634ms	38.2780μs	26.1247 KOps/s	26.5266 KOps/s	$\color{#d91a1a}-1.52\%$
test_getitem[tuple]	38.9600μs	18.9184μs	52.8585 KOps/s	52.0785 KOps/s	$\color{#35bf28}+1.50\%$
test_getitem[list]	0.2065ms	36.6110μs	27.3142 KOps/s	28.3823 KOps/s	$\color{#d91a1a}-3.76\%$
test_setitem_dim[int]	52.5910μs	30.5266μs	32.7584 KOps/s	37.4828 KOps/s	$\textbf{\color{#d91a1a}-12.60\%}$
test_setitem_dim[slice_int]	71.3520μs	50.7859μs	19.6905 KOps/s	20.9883 KOps/s	$\textbf{\color{#d91a1a}-6.18\%}$
test_setitem_dim[range]	87.7110μs	65.2369μs	15.3287 KOps/s	16.3008 KOps/s	$\textbf{\color{#d91a1a}-5.96\%}$
test_setitem_dim[tuple]	67.5720μs	44.0267μs	22.7135 KOps/s	24.0438 KOps/s	$\textbf{\color{#d91a1a}-5.53\%}$
test_setitem	60.2320μs	20.2691μs	49.3363 KOps/s	53.8789 KOps/s	$\textbf{\color{#d91a1a}-8.43\%}$
test_set	82.0020μs	19.7878μs	50.5362 KOps/s	55.0008 KOps/s	$\textbf{\color{#d91a1a}-8.12\%}$
test_set_shared	2.6663ms	0.1054ms	9.4894 KOps/s	9.5756 KOps/s	$\color{#d91a1a}-0.90\%$
test_update	86.8120μs	23.1356μs	43.2234 KOps/s	50.1304 KOps/s	$\textbf{\color{#d91a1a}-13.78\%}$
test_update_nested	94.1510μs	29.9093μs	33.4344 KOps/s	37.8433 KOps/s	$\textbf{\color{#d91a1a}-11.65\%}$
test_set_nested	75.6510μs	20.8846μs	47.8823 KOps/s	51.8021 KOps/s	$\textbf{\color{#d91a1a}-7.57\%}$
test_set_nested_new	79.8010μs	23.7461μs	42.1123 KOps/s	45.5145 KOps/s	$\textbf{\color{#d91a1a}-7.47\%}$
test_select	89.8010μs	36.9648μs	27.0528 KOps/s	28.6398 KOps/s	$\textbf{\color{#d91a1a}-5.54\%}$
test_select_nested	88.5010μs	53.6068μs	18.6544 KOps/s	18.8114 KOps/s	$\color{#d91a1a}-0.83\%$
test_exclude_nested	0.1334ms	0.1140ms	8.7740 KOps/s	8.6608 KOps/s	$\color{#35bf28}+1.31\%$
test_empty[True]	0.4173ms	0.3852ms	2.5959 KOps/s	2.6007 KOps/s	$\color{#d91a1a}-0.18\%$
test_empty[False]	3.0271μs	0.8530μs	1.1724 MOps/s	1.1726 MOps/s	$\color{#d91a1a}-0.02\%$
test_to	74.4120μs	53.6788μs	18.6293 KOps/s	18.9118 KOps/s	$\color{#d91a1a}-1.49\%$
test_to_nonblocking	57.5010μs	34.0919μs	29.3325 KOps/s	29.9192 KOps/s	$\color{#d91a1a}-1.96\%$
test_unbind_speed	0.2931ms	0.2686ms	3.7234 KOps/s	3.7161 KOps/s	$\color{#35bf28}+0.19\%$
test_unbind_speed_stack0	86.8907ms	3.7856ms	264.1593 Ops/s	293.0726 Ops/s	$\textbf{\color{#d91a1a}-9.87\%}$
test_unbind_speed_stack1	16.4267μs	1.7172μs	582.3545 KOps/s	538.6784 KOps/s	$\textbf{\color{#35bf28}+8.11\%}$
test_split	79.2545ms	1.7386ms	575.1697 Ops/s	566.9620 Ops/s	$\color{#35bf28}+1.45\%$
test_chunk	1.7038ms	1.5482ms	645.8938 Ops/s	587.8645 Ops/s	$\textbf{\color{#35bf28}+9.87\%}$
test_creation[device0]	0.1333ms	72.4277μs	13.8069 KOps/s	13.8333 KOps/s	$\color{#d91a1a}-0.19\%$
test_creation_from_tensor	0.1299ms	57.6572μs	17.3439 KOps/s	18.6229 KOps/s	$\textbf{\color{#d91a1a}-6.87\%}$
test_add_one[memmap_tensor0]	0.2843ms	7.0324μs	142.1994 KOps/s	148.2598 KOps/s	$\color{#d91a1a}-4.09\%$
test_contiguous[memmap_tensor0]	16.7600μs	0.6258μs	1.5980 MOps/s	1.5826 MOps/s	$\color{#35bf28}+0.97\%$
test_stack[memmap_tensor0]	42.9520μs	4.7041μs	212.5819 KOps/s	221.9713 KOps/s	$\color{#d91a1a}-4.23\%$
test_memmaptd_index	1.0562ms	0.2818ms	3.5491 KOps/s	3.6289 KOps/s	$\color{#d91a1a}-2.20\%$
test_memmaptd_index_astensor	0.5785ms	0.3374ms	2.9641 KOps/s	3.0098 KOps/s	$\color{#d91a1a}-1.52\%$
test_memmaptd_index_op	0.9195ms	0.6679ms	1.4972 KOps/s	1.6386 KOps/s	$\textbf{\color{#d91a1a}-8.63\%}$
test_serialize_model	93.3255ms	89.5259ms	11.1699 Ops/s	9.5639 Ops/s	$\textbf{\color{#35bf28}+16.79\%}$
test_serialize_model_pickle	1.3511s	1.2362s	0.8090 Ops/s	0.8083 Ops/s	$\color{#35bf28}+0.09\%$
test_serialize_weights	0.1704s	96.3186ms	10.3822 Ops/s	9.6873 Ops/s	$\textbf{\color{#35bf28}+7.17\%}$
test_serialize_weights_returnearly	0.2797s	82.0418ms	12.1889 Ops/s	14.1705 Ops/s	$\textbf{\color{#d91a1a}-13.98\%}$
test_serialize_weights_pickle	1.4105s	1.2441s	0.8038 Ops/s	0.8028 Ops/s	$\color{#35bf28}+0.13\%$
test_reshape_pytree	51.1420μs	25.3956μs	39.3770 KOps/s	39.7993 KOps/s	$\color{#d91a1a}-1.06\%$
test_reshape_td	63.6610μs	29.7233μs	33.6436 KOps/s	33.8562 KOps/s	$\color{#d91a1a}-0.63\%$
test_view_pytree	50.9900μs	25.1517μs	39.7587 KOps/s	40.6785 KOps/s	$\color{#d91a1a}-2.26\%$
test_view_td	0.3333ms	6.7918μs	147.2372 KOps/s	91.7713 KOps/s	$\textbf{\color{#35bf28}+60.44\%}$
test_unbind_pytree	59.3720μs	30.6266μs	32.6513 KOps/s	32.6917 KOps/s	$\color{#d91a1a}-0.12\%$
test_unbind_td	0.1094ms	41.0255μs	24.3751 KOps/s	24.6550 KOps/s	$\color{#d91a1a}-1.14\%$
test_split_pytree	46.0000μs	29.4279μs	33.9814 KOps/s	34.0336 KOps/s	$\color{#d91a1a}-0.15\%$
test_split_td	0.1087ms	39.4745μs	25.3328 KOps/s	25.4362 KOps/s	$\color{#d91a1a}-0.41\%$
test_add_pytree	54.3520μs	35.8743μs	27.8751 KOps/s	27.9534 KOps/s	$\color{#d91a1a}-0.28\%$
test_add_td	90.0930μs	51.9268μs	19.2579 KOps/s	21.0035 KOps/s	$\textbf{\color{#d91a1a}-8.31\%}$
test_distributed	0.1877ms	69.4833μs	14.3920 KOps/s	13.8582 KOps/s	$\color{#35bf28}+3.85\%$
test_tdmodule	34.2800μs	18.9877μs	52.6658 KOps/s	57.0918 KOps/s	$\textbf{\color{#d91a1a}-7.75\%}$
test_tdmodule_dispatch	0.1507ms	38.9052μs	25.7035 KOps/s	28.1798 KOps/s	$\textbf{\color{#d91a1a}-8.79\%}$
test_tdseq	37.4400μs	21.7242μs	46.0316 KOps/s	49.5775 KOps/s	$\textbf{\color{#d91a1a}-7.15\%}$
test_tdseq_dispatch	57.5210μs	41.3540μs	24.1815 KOps/s	26.1847 KOps/s	$\textbf{\color{#d91a1a}-7.65\%}$
test_instantiation_functorch	1.7909ms	1.6852ms	593.3898 Ops/s	597.2127 Ops/s	$\color{#d91a1a}-0.64\%$
test_instantiation_td	1.6820ms	1.1706ms	854.2349 Ops/s	852.7088 Ops/s	$\color{#35bf28}+0.18\%$
test_exec_functorch	0.2150ms	0.1612ms	6.2026 KOps/s	6.2397 KOps/s	$\color{#d91a1a}-0.59\%$
test_exec_functional_call	0.2227ms	0.1580ms	6.3297 KOps/s	6.4300 KOps/s	$\color{#d91a1a}-1.56\%$
test_exec_td	0.1832ms	0.1485ms	6.7325 KOps/s	6.6977 KOps/s	$\color{#35bf28}+0.52\%$
test_exec_td_decorator	0.6854ms	0.1867ms	5.3563 KOps/s	5.3934 KOps/s	$\color{#d91a1a}-0.69\%$
test_vmap_mlp_speed[True-True]	1.0894ms	1.0215ms	978.9827 Ops/s	964.8123 Ops/s	$\color{#35bf28}+1.47\%$
test_vmap_mlp_speed[True-False]	0.6369ms	0.5822ms	1.7176 KOps/s	1.7141 KOps/s	$\color{#35bf28}+0.21\%$
test_vmap_mlp_speed[False-True]	1.0592ms	0.9576ms	1.0442 KOps/s	1.0455 KOps/s	$\color{#d91a1a}-0.12\%$
test_vmap_mlp_speed[False-False]	0.7104ms	0.5255ms	1.9029 KOps/s	1.9478 KOps/s	$\color{#d91a1a}-2.31\%$
test_vmap_mlp_speed_decorator[True-True]	2.8185ms	2.3551ms	424.6020 Ops/s	433.6278 Ops/s	$\color{#d91a1a}-2.08\%$
test_vmap_mlp_speed_decorator[True-False]	1.1296ms	0.6290ms	1.5899 KOps/s	1.5937 KOps/s	$\color{#d91a1a}-0.24\%$
test_vmap_mlp_speed_decorator[False-True]	2.3631ms	1.9755ms	506.2029 Ops/s	516.7777 Ops/s	$\color{#d91a1a}-2.05\%$
test_vmap_mlp_speed_decorator[False-False]	0.9286ms	0.5267ms	1.8987 KOps/s	1.8938 KOps/s	$\color{#35bf28}+0.26\%$
test_vmap_transformer_speed[True-True]	12.5714ms	11.9555ms	83.6435 Ops/s	83.1960 Ops/s	$\color{#35bf28}+0.54\%$
test_vmap_transformer_speed[True-False]	7.8047ms	7.7582ms	128.8955 Ops/s	128.4234 Ops/s	$\color{#35bf28}+0.37\%$
test_vmap_transformer_speed[False-True]	11.9442ms	11.8405ms	84.4556 Ops/s	84.0842 Ops/s	$\color{#35bf28}+0.44\%$
test_vmap_transformer_speed[False-False]	7.7015ms	7.6567ms	130.6052 Ops/s	128.4068 Ops/s	$\color{#35bf28}+1.71\%$
test_vmap_transformer_speed_decorator[True-True]	73.6240ms	72.7930ms	13.7376 Ops/s	12.4961 Ops/s	$\textbf{\color{#35bf28}+9.93\%}$
test_vmap_transformer_speed_decorator[True-False]	20.0627ms	18.5657ms	53.8627 Ops/s	53.5694 Ops/s	$\color{#35bf28}+0.55\%$
test_vmap_transformer_speed_decorator[False-True]	0.1957s	73.6759ms	13.5730 Ops/s	15.3959 Ops/s	$\textbf{\color{#d91a1a}-11.84\%}$
test_vmap_transformer_speed_decorator[False-False]	19.8141ms	18.1518ms	55.0909 Ops/s	54.7598 Ops/s	$\color{#35bf28}+0.60\%$