[Quality] fix c++ binaries formatting

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

Total Benchmarks: 144. Improved: $\large\color{#35bf28}19$. Worsened: $\large\color{#d91a1a}3$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	39.5640μs	17.0205μs	58.7527 KOps/s	58.3969 KOps/s	$\color{#35bf28}+0.61\%$
test_plain_set_stack_nested	56.4750μs	17.5121μs	57.1033 KOps/s	56.8635 KOps/s	$\color{#35bf28}+0.42\%$
test_plain_set_nested_inplace	89.0660μs	19.6159μs	50.9789 KOps/s	50.5215 KOps/s	$\color{#35bf28}+0.91\%$
test_plain_set_stack_nested_inplace	78.5970μs	19.5643μs	51.1135 KOps/s	51.2806 KOps/s	$\color{#d91a1a}-0.33\%$
test_items	22.5620μs	2.6404μs	378.7233 KOps/s	385.2130 KOps/s	$\color{#d91a1a}-1.68\%$
test_items_nested	0.6531ms	0.2719ms	3.6785 KOps/s	3.6278 KOps/s	$\color{#35bf28}+1.40\%$
test_items_nested_locked	0.9178ms	0.2755ms	3.6303 KOps/s	3.6141 KOps/s	$\color{#35bf28}+0.45\%$
test_items_nested_leaf	0.1649ms	78.4885μs	12.7407 KOps/s	12.4207 KOps/s	$\color{#35bf28}+2.58\%$
test_items_stack_nested	0.9347ms	0.2757ms	3.6277 KOps/s	3.6010 KOps/s	$\color{#35bf28}+0.74\%$
test_items_stack_nested_leaf	0.1667ms	79.8822μs	12.5184 KOps/s	12.0929 KOps/s	$\color{#35bf28}+3.52\%$
test_items_stack_nested_locked	0.5901ms	0.2737ms	3.6532 KOps/s	3.6112 KOps/s	$\color{#35bf28}+1.16\%$
test_keys	42.9110μs	3.8070μs	262.6757 KOps/s	261.6729 KOps/s	$\color{#35bf28}+0.38\%$
test_keys_nested	0.2639ms	0.1407ms	7.1052 KOps/s	7.1611 KOps/s	$\color{#d91a1a}-0.78\%$
test_keys_nested_locked	0.7261ms	0.1465ms	6.8250 KOps/s	6.9086 KOps/s	$\color{#d91a1a}-1.21\%$
test_keys_nested_leaf	0.2663ms	0.1199ms	8.3392 KOps/s	8.4091 KOps/s	$\color{#d91a1a}-0.83\%$
test_keys_stack_nested	0.2416ms	0.1412ms	7.0810 KOps/s	7.2433 KOps/s	$\color{#d91a1a}-2.24\%$
test_keys_stack_nested_leaf	0.2022ms	0.1200ms	8.3306 KOps/s	8.3982 KOps/s	$\color{#d91a1a}-0.81\%$
test_keys_stack_nested_locked	0.3042ms	0.1446ms	6.9180 KOps/s	6.9093 KOps/s	$\color{#35bf28}+0.13\%$
test_values	10.7325μs	1.1313μs	883.9019 KOps/s	860.9855 KOps/s	$\color{#35bf28}+2.66\%$
test_values_nested	97.7120μs	51.4996μs	19.4176 KOps/s	19.0837 KOps/s	$\color{#35bf28}+1.75\%$
test_values_nested_locked	0.1033ms	51.5646μs	19.3931 KOps/s	19.0295 KOps/s	$\color{#35bf28}+1.91\%$
test_values_nested_leaf	0.1154ms	46.6381μs	21.4417 KOps/s	20.6095 KOps/s	$\color{#35bf28}+4.04\%$
test_values_stack_nested	0.1206ms	52.8108μs	18.9355 KOps/s	18.6659 KOps/s	$\color{#35bf28}+1.44\%$
test_values_stack_nested_leaf	95.6190μs	46.5218μs	21.4953 KOps/s	20.7909 KOps/s	$\color{#35bf28}+3.39\%$
test_values_stack_nested_locked	0.1344ms	51.6615μs	19.3568 KOps/s	18.9742 KOps/s	$\color{#35bf28}+2.02\%$
test_membership	28.4830μs	1.3767μs	726.3781 KOps/s	734.1979 KOps/s	$\color{#d91a1a}-1.07\%$
test_membership_nested	21.5100μs	3.4437μs	290.3835 KOps/s	290.1342 KOps/s	$\color{#35bf28}+0.09\%$
test_membership_nested_leaf	50.9580μs	3.4171μs	292.6448 KOps/s	278.3419 KOps/s	$\textbf{\color{#35bf28}+5.14\%}$
test_membership_stacked_nested	17.9240μs	3.4443μs	290.3335 KOps/s	294.1497 KOps/s	$\color{#d91a1a}-1.30\%$
test_membership_stacked_nested_leaf	17.1720μs	3.4320μs	291.3745 KOps/s	291.0655 KOps/s	$\color{#35bf28}+0.11\%$
test_membership_nested_last	24.2050μs	4.2568μs	234.9172 KOps/s	233.9399 KOps/s	$\color{#35bf28}+0.42\%$
test_membership_nested_leaf_last	40.4760μs	4.2720μs	234.0839 KOps/s	236.5932 KOps/s	$\color{#d91a1a}-1.06\%$
test_membership_stacked_nested_last	35.2040μs	4.2283μs	236.5000 KOps/s	207.9226 KOps/s	$\textbf{\color{#35bf28}+13.74\%}$
test_membership_stacked_nested_leaf_last	22.7220μs	4.2606μs	234.7068 KOps/s	205.6324 KOps/s	$\textbf{\color{#35bf28}+14.14\%}$
test_nested_getleaf	58.9100μs	10.7615μs	92.9235 KOps/s	94.6654 KOps/s	$\color{#d91a1a}-1.84\%$
test_nested_get	62.3660μs	10.3485μs	96.6325 KOps/s	99.7669 KOps/s	$\color{#d91a1a}-3.14\%$
test_stacked_getleaf	37.8710μs	10.7387μs	93.1212 KOps/s	95.4133 KOps/s	$\color{#d91a1a}-2.40\%$
test_stacked_get	55.7250μs	10.0795μs	99.2111 KOps/s	99.3319 KOps/s	$\color{#d91a1a}-0.12\%$
test_nested_getitemleaf	52.1580μs	11.3331μs	88.2370 KOps/s	90.0049 KOps/s	$\color{#d91a1a}-1.96\%$
test_nested_getitem	33.2830μs	10.5118μs	95.1314 KOps/s	97.4317 KOps/s	$\color{#d91a1a}-2.36\%$
test_stacked_getitemleaf	51.1050μs	11.1359μs	89.7999 KOps/s	90.0434 KOps/s	$\color{#d91a1a}-0.27\%$
test_stacked_getitem	46.8680μs	10.2317μs	97.7357 KOps/s	97.5914 KOps/s	$\color{#35bf28}+0.15\%$
test_lock_nested	50.8759ms	0.3745ms	2.6699 KOps/s	2.9405 KOps/s	$\textbf{\color{#d91a1a}-9.20\%}$
test_lock_stack_nested	0.5282ms	0.2981ms	3.3543 KOps/s	3.2565 KOps/s	$\color{#35bf28}+3.00\%$
test_unlock_nested	0.7525ms	0.3342ms	2.9926 KOps/s	2.9012 KOps/s	$\color{#35bf28}+3.15\%$
test_unlock_stack_nested	0.3777ms	0.3080ms	3.2469 KOps/s	3.1870 KOps/s	$\color{#35bf28}+1.88\%$
test_flatten_speed	0.5961ms	0.1004ms	9.9605 KOps/s	9.8803 KOps/s	$\color{#35bf28}+0.81\%$
test_unflatten_speed	0.9060ms	0.4183ms	2.3908 KOps/s	2.4151 KOps/s	$\color{#d91a1a}-1.00\%$
test_common_ops	3.6739ms	0.7144ms	1.3998 KOps/s	1.3414 KOps/s	$\color{#35bf28}+4.35\%$
test_creation	51.9570μs	1.8711μs	534.4579 KOps/s	524.7461 KOps/s	$\color{#35bf28}+1.85\%$
test_creation_empty	26.8100μs	10.8946μs	91.7887 KOps/s	89.5166 KOps/s	$\color{#35bf28}+2.54\%$
test_creation_nested_1	31.3490μs	13.7957μs	72.4863 KOps/s	71.9105 KOps/s	$\color{#35bf28}+0.80\%$
test_creation_nested_2	65.6530μs	16.9745μs	58.9119 KOps/s	57.7174 KOps/s	$\color{#35bf28}+2.07\%$
test_clone	91.3610μs	13.1125μs	76.2629 KOps/s	75.2858 KOps/s	$\color{#35bf28}+1.30\%$
test_getitem[int]	45.2240μs	10.9429μs	91.3834 KOps/s	89.9007 KOps/s	$\color{#35bf28}+1.65\%$
test_getitem[slice_int]	77.1450μs	21.2500μs	47.0588 KOps/s	45.0247 KOps/s	$\color{#35bf28}+4.52\%$
test_getitem[range]	76.7330μs	57.0644μs	17.5241 KOps/s	17.0237 KOps/s	$\color{#35bf28}+2.94\%$
test_getitem[tuple]	0.2250ms	18.0444μs	55.4190 KOps/s	52.7793 KOps/s	$\textbf{\color{#35bf28}+5.00\%}$
test_getitem[list]	0.2002ms	38.5789μs	25.9209 KOps/s	23.9336 KOps/s	$\textbf{\color{#35bf28}+8.30\%}$
test_setitem_dim[int]	57.4770μs	32.9617μs	30.3383 KOps/s	29.1504 KOps/s	$\color{#35bf28}+4.07\%$
test_setitem_dim[slice_int]	85.7500μs	60.2852μs	16.5878 KOps/s	16.7685 KOps/s	$\color{#d91a1a}-1.08\%$
test_setitem_dim[range]	0.1491ms	81.2526μs	12.3073 KOps/s	11.7389 KOps/s	$\color{#35bf28}+4.84\%$
test_setitem_dim[tuple]	92.3730μs	48.3537μs	20.6809 KOps/s	20.0295 KOps/s	$\color{#35bf28}+3.25\%$
test_setitem	56.2160μs	19.9469μs	50.1331 KOps/s	50.0744 KOps/s	$\color{#35bf28}+0.12\%$
test_set	78.0450μs	19.3779μs	51.6051 KOps/s	51.3818 KOps/s	$\color{#35bf28}+0.43\%$
test_set_shared	1.7217ms	0.1408ms	7.1027 KOps/s	6.9537 KOps/s	$\color{#35bf28}+2.14\%$
test_update	0.1390ms	22.8555μs	43.7532 KOps/s	44.0287 KOps/s	$\color{#d91a1a}-0.63\%$
test_update_nested	0.1247ms	31.3296μs	31.9187 KOps/s	31.1142 KOps/s	$\color{#35bf28}+2.59\%$
test_update__nested	0.1248ms	25.5172μs	39.1892 KOps/s	39.2968 KOps/s	$\color{#d91a1a}-0.27\%$
test_set_nested	57.1470μs	22.0756μs	45.2988 KOps/s	47.1212 KOps/s	$\color{#d91a1a}-3.87\%$
test_set_nested_new	88.0040μs	26.3020μs	38.0199 KOps/s	39.3429 KOps/s	$\color{#d91a1a}-3.36\%$
test_select	0.1131ms	41.6301μs	24.0211 KOps/s	24.4263 KOps/s	$\color{#d91a1a}-1.66\%$
test_select_nested	0.1141ms	58.6399μs	17.0532 KOps/s	17.1676 KOps/s	$\color{#d91a1a}-0.67\%$
test_exclude_nested	0.2268ms	0.1168ms	8.5629 KOps/s	8.2950 KOps/s	$\color{#35bf28}+3.23\%$
test_empty[True]	0.7287ms	0.3969ms	2.5194 KOps/s	2.4581 KOps/s	$\color{#35bf28}+2.49\%$
test_empty[False]	28.5194μs	1.0705μs	934.1106 KOps/s	986.8497 KOps/s	$\textbf{\color{#d91a1a}-5.34\%}$
test_unbind_speed	5.0305ms	0.2407ms	4.1551 KOps/s	3.9740 KOps/s	$\color{#35bf28}+4.56\%$
test_unbind_speed_stack0	0.4385ms	0.2408ms	4.1533 KOps/s	4.0068 KOps/s	$\color{#35bf28}+3.66\%$
test_unbind_speed_stack1	65.5266ms	0.6942ms	1.4405 KOps/s	1.4029 KOps/s	$\color{#35bf28}+2.68\%$
test_split	73.2792ms	1.5753ms	634.8037 Ops/s	635.8062 Ops/s	$\color{#d91a1a}-0.16\%$
test_chunk	72.4787ms	1.5777ms	633.8482 Ops/s	637.8691 Ops/s	$\color{#d91a1a}-0.63\%$
test_creation[device0]	0.2101ms	84.5001μs	11.8343 KOps/s	11.4118 KOps/s	$\color{#35bf28}+3.70\%$
test_creation_from_tensor	3.5302ms	85.5585μs	11.6879 KOps/s	11.2182 KOps/s	$\color{#35bf28}+4.19\%$
test_add_one[memmap_tensor0]	89.8580μs	5.3050μs	188.5004 KOps/s	182.0020 KOps/s	$\color{#35bf28}+3.57\%$
test_contiguous[memmap_tensor0]	21.9310μs	0.6434μs	1.5543 MOps/s	1.5451 MOps/s	$\color{#35bf28}+0.60\%$
test_stack[memmap_tensor0]	24.2660μs	3.4984μs	285.8434 KOps/s	266.4821 KOps/s	$\textbf{\color{#35bf28}+7.27\%}$
test_memmaptd_index	1.0566ms	0.2513ms	3.9795 KOps/s	3.7930 KOps/s	$\color{#35bf28}+4.92\%$
test_memmaptd_index_astensor	0.7401ms	0.3223ms	3.1030 KOps/s	2.9827 KOps/s	$\color{#35bf28}+4.03\%$
test_memmaptd_index_op	4.8081ms	0.6132ms	1.6309 KOps/s	1.5819 KOps/s	$\color{#35bf28}+3.10\%$
test_serialize_model	0.1779s	0.1065s	9.3857 Ops/s	10.0528 Ops/s	$\textbf{\color{#d91a1a}-6.64\%}$
test_serialize_model_pickle	0.4504s	0.3802s	2.6304 Ops/s	2.6451 Ops/s	$\color{#d91a1a}-0.56\%$
test_serialize_weights	0.1088s	98.6906ms	10.1327 Ops/s	9.0716 Ops/s	$\textbf{\color{#35bf28}+11.70\%}$
test_serialize_weights_returnearly	0.1250s	0.1208s	8.2774 Ops/s	8.2521 Ops/s	$\color{#35bf28}+0.31\%$
test_serialize_weights_pickle	0.4473s	0.4233s	2.3623 Ops/s	2.2787 Ops/s	$\color{#35bf28}+3.67\%$
test_serialize_weights_filesystem	96.2747ms	90.9865ms	10.9906 Ops/s	9.5234 Ops/s	$\textbf{\color{#35bf28}+15.41\%}$
test_serialize_model_filesystem	0.1008s	97.0199ms	10.3072 Ops/s	10.4290 Ops/s	$\color{#d91a1a}-1.17\%$
test_reshape_pytree	66.6450μs	25.5597μs	39.1240 KOps/s	37.6528 KOps/s	$\color{#35bf28}+3.91\%$
test_reshape_td	0.1132ms	33.5064μs	29.8450 KOps/s	29.0441 KOps/s	$\color{#35bf28}+2.76\%$
test_view_pytree	66.0340μs	25.5628μs	39.1193 KOps/s	38.5380 KOps/s	$\color{#35bf28}+1.51\%$
test_view_td	0.1011ms	37.7316μs	26.5030 KOps/s	25.5242 KOps/s	$\color{#35bf28}+3.83\%$
test_unbind_pytree	66.4340μs	29.2530μs	34.1846 KOps/s	33.5003 KOps/s	$\color{#35bf28}+2.04\%$
test_unbind_td	0.3667ms	35.7308μs	27.9870 KOps/s	24.9954 KOps/s	$\textbf{\color{#35bf28}+11.97\%}$
test_split_pytree	70.1110μs	29.3803μs	34.0364 KOps/s	33.1281 KOps/s	$\color{#35bf28}+2.74\%$
test_split_td	0.1191ms	38.7483μs	25.8076 KOps/s	24.9433 KOps/s	$\color{#35bf28}+3.47\%$
test_add_pytree	96.8000μs	35.5172μs	28.1554 KOps/s	28.1504 KOps/s	$\color{#35bf28}+0.02\%$
test_add_td	0.1315ms	56.6298μs	17.6586 KOps/s	18.0999 KOps/s	$\color{#d91a1a}-2.44\%$
test_distributed	0.2374ms	0.1004ms	9.9579 KOps/s	9.6408 KOps/s	$\color{#35bf28}+3.29\%$
test_tdmodule	32.9720μs	17.8748μs	55.9446 KOps/s	54.3446 KOps/s	$\color{#35bf28}+2.94\%$
test_tdmodule_dispatch	58.6990μs	35.0669μs	28.5169 KOps/s	27.3211 KOps/s	$\color{#35bf28}+4.38\%$
test_tdseq	38.0710μs	20.3873μs	49.0501 KOps/s	40.1585 KOps/s	$\textbf{\color{#35bf28}+22.14\%}$
test_tdseq_dispatch	58.6090μs	39.7690μs	25.1452 KOps/s	21.0237 KOps/s	$\textbf{\color{#35bf28}+19.60\%}$
test_instantiation_functorch	1.6020ms	1.3092ms	763.8380 Ops/s	756.4258 Ops/s	$\color{#35bf28}+0.98\%$
test_instantiation_td	1.4969ms	1.0025ms	997.5266 Ops/s	976.7366 Ops/s	$\color{#35bf28}+2.13\%$
test_exec_functorch	0.2974ms	0.1621ms	6.1694 KOps/s	6.1837 KOps/s	$\color{#d91a1a}-0.23\%$
test_exec_functional_call	0.2763ms	0.1470ms	6.8048 KOps/s	6.4119 KOps/s	$\textbf{\color{#35bf28}+6.13\%}$
test_exec_td	0.3387ms	0.1462ms	6.8379 KOps/s	6.8216 KOps/s	$\color{#35bf28}+0.24\%$
test_exec_td_decorator	0.4708ms	0.2207ms	4.5313 KOps/s	4.3729 KOps/s	$\color{#35bf28}+3.62\%$
test_vmap_mlp_speed[True-True]	0.6995ms	0.4886ms	2.0465 KOps/s	1.9975 KOps/s	$\color{#35bf28}+2.46\%$
test_vmap_mlp_speed[True-False]	0.7663ms	0.4871ms	2.0532 KOps/s	1.9932 KOps/s	$\color{#35bf28}+3.01\%$
test_vmap_mlp_speed[False-True]	1.8857ms	0.4081ms	2.4502 KOps/s	2.4250 KOps/s	$\color{#35bf28}+1.04\%$
test_vmap_mlp_speed[False-False]	0.6726ms	0.3954ms	2.5289 KOps/s	2.4444 KOps/s	$\color{#35bf28}+3.45\%$
test_vmap_mlp_speed_decorator[True-True]	1.1155ms	0.5603ms	1.7846 KOps/s	1.7366 KOps/s	$\color{#35bf28}+2.77\%$
test_vmap_mlp_speed_decorator[True-False]	0.9592ms	0.5612ms	1.7820 KOps/s	1.7369 KOps/s	$\color{#35bf28}+2.60\%$
test_vmap_mlp_speed_decorator[False-True]	0.7226ms	0.4618ms	2.1657 KOps/s	2.1245 KOps/s	$\color{#35bf28}+1.94\%$
test_vmap_mlp_speed_decorator[False-False]	0.6211ms	0.4594ms	2.1767 KOps/s	2.1201 KOps/s	$\color{#35bf28}+2.67\%$
test_to_module_speed[True]	2.3372ms	1.6967ms	589.3637 Ops/s	581.1210 Ops/s	$\color{#35bf28}+1.42\%$
test_to_module_speed[False]	76.7863ms	1.8076ms	553.2317 Ops/s	581.9234 Ops/s	$\color{#d91a1a}-4.93\%$
test_tc_init	0.1205ms	58.9930μs	16.9512 KOps/s	16.1504 KOps/s	$\color{#35bf28}+4.96\%$
test_tc_init_nested	0.2283ms	0.1210ms	8.2642 KOps/s	8.2029 KOps/s	$\color{#35bf28}+0.75\%$
test_tc_first_layer_tensor	34.9960μs	8.2400μs	121.3596 KOps/s	119.6489 KOps/s	$\color{#35bf28}+1.43\%$
test_tc_first_layer_nontensor	49.9530μs	8.1689μs	122.4161 KOps/s	121.4072 KOps/s	$\color{#35bf28}+0.83\%$
test_tc_second_layer_tensor	38.3510μs	2.5017μs	399.7359 KOps/s	398.5926 KOps/s	$\color{#35bf28}+0.29\%$
test_tc_second_layer_nontensor	64.0900μs	9.1765μs	108.9737 KOps/s	106.7474 KOps/s	$\color{#35bf28}+2.09\%$
test_unbind	81.7783ms	13.4097ms	74.5727 Ops/s	70.8813 Ops/s	$\textbf{\color{#35bf28}+5.21\%}$
test_full_like	8.9223ms	7.2202ms	138.5000 Ops/s	122.6028 Ops/s	$\textbf{\color{#35bf28}+12.97\%}$
test_zeros_like	6.4181ms	5.8024ms	172.3432 Ops/s	158.4115 Ops/s	$\textbf{\color{#35bf28}+8.79\%}$
test_ones_like	15.4731ms	6.7144ms	148.9339 Ops/s	145.8334 Ops/s	$\color{#35bf28}+2.13\%$
test_clone	13.0502ms	8.2252ms	121.5770 Ops/s	119.5736 Ops/s	$\color{#35bf28}+1.68\%$
test_squeeze	62.4070μs	12.3502μs	80.9705 KOps/s	76.3389 KOps/s	$\textbf{\color{#35bf28}+6.07\%}$
test_unsqueeze	0.2761ms	95.7485μs	10.4440 KOps/s	9.9060 KOps/s	$\textbf{\color{#35bf28}+5.43\%}$
test_split	0.5166ms	0.2692ms	3.7152 KOps/s	3.6380 KOps/s	$\color{#35bf28}+2.12\%$
test_permute	0.3019ms	0.2201ms	4.5433 KOps/s	4.4340 KOps/s	$\color{#35bf28}+2.46\%$
test_stack	24.6053ms	22.6470ms	44.1559 Ops/s	41.9546 Ops/s	$\textbf{\color{#35bf28}+5.25\%}$
test_cat	25.1129ms	22.7535ms	43.9494 Ops/s	41.5459 Ops/s	$\textbf{\color{#35bf28}+5.79\%}$

[github-actions]

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

Total Benchmarks: 152. Improved: $\large\color{#35bf28}7$. Worsened: $\large\color{#d91a1a}28$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	28.6610μs	13.2052μs	75.7276 KOps/s	81.7734 KOps/s	$\textbf{\color{#d91a1a}-7.39\%}$
test_plain_set_stack_nested	26.4310μs	13.2055μs	75.7262 KOps/s	80.0296 KOps/s	$\textbf{\color{#d91a1a}-5.38\%}$
test_plain_set_nested_inplace	50.6510μs	14.4035μs	69.4276 KOps/s	73.0657 KOps/s	$\color{#d91a1a}-4.98\%$
test_plain_set_stack_nested_inplace	42.7010μs	14.5897μs	68.5415 KOps/s	73.1565 KOps/s	$\textbf{\color{#d91a1a}-6.31\%}$
test_items	18.1610μs	4.7375μs	211.0806 KOps/s	210.2732 KOps/s	$\color{#35bf28}+0.38\%$
test_items_nested	0.3625ms	0.3354ms	2.9817 KOps/s	2.8895 KOps/s	$\color{#35bf28}+3.19\%$
test_items_nested_locked	0.3671ms	0.3380ms	2.9588 KOps/s	2.9196 KOps/s	$\color{#35bf28}+1.34\%$
test_items_nested_leaf	0.1003ms	82.5270μs	12.1172 KOps/s	12.0467 KOps/s	$\color{#35bf28}+0.59\%$
test_items_stack_nested	0.4072ms	0.3392ms	2.9484 KOps/s	2.9463 KOps/s	$\color{#35bf28}+0.07\%$
test_items_stack_nested_leaf	0.1035ms	83.9617μs	11.9102 KOps/s	11.8883 KOps/s	$\color{#35bf28}+0.18\%$
test_items_stack_nested_locked	0.3803ms	0.3424ms	2.9202 KOps/s	2.9534 KOps/s	$\color{#d91a1a}-1.12\%$
test_keys	23.6710μs	4.3859μs	228.0014 KOps/s	229.0676 KOps/s	$\color{#d91a1a}-0.47\%$
test_keys_nested	90.4820μs	69.1377μs	14.4639 KOps/s	14.4838 KOps/s	$\color{#d91a1a}-0.14\%$
test_keys_nested_locked	2.2241ms	75.2072μs	13.2966 KOps/s	13.2282 KOps/s	$\color{#35bf28}+0.52\%$
test_keys_nested_leaf	76.5610μs	57.9812μs	17.2470 KOps/s	16.6369 KOps/s	$\color{#35bf28}+3.67\%$
test_keys_stack_nested	0.1042ms	68.8675μs	14.5206 KOps/s	14.3474 KOps/s	$\color{#35bf28}+1.21\%$
test_keys_stack_nested_leaf	78.8810μs	59.4637μs	16.8170 KOps/s	16.4989 KOps/s	$\color{#35bf28}+1.93\%$
test_keys_stack_nested_locked	95.2520μs	74.6528μs	13.3953 KOps/s	13.1072 KOps/s	$\color{#35bf28}+2.20\%$
test_values	8.1973μs	1.7986μs	555.9976 KOps/s	549.6638 KOps/s	$\color{#35bf28}+1.15\%$
test_values_nested	66.4410μs	34.9124μs	28.6431 KOps/s	28.2906 KOps/s	$\color{#35bf28}+1.25\%$
test_values_nested_locked	0.7728ms	37.1439μs	26.9224 KOps/s	26.9886 KOps/s	$\color{#d91a1a}-0.25\%$
test_values_nested_leaf	59.7920μs	31.1187μs	32.1351 KOps/s	31.7493 KOps/s	$\color{#35bf28}+1.21\%$
test_values_stack_nested	60.6310μs	36.0814μs	27.7151 KOps/s	27.8543 KOps/s	$\color{#d91a1a}-0.50\%$
test_values_stack_nested_leaf	56.7110μs	32.1782μs	31.0769 KOps/s	31.2638 KOps/s	$\color{#d91a1a}-0.60\%$
test_values_stack_nested_locked	59.5820μs	38.1598μs	26.2056 KOps/s	26.5954 KOps/s	$\color{#d91a1a}-1.47\%$
test_membership	1.6021μs	0.6992μs	1.4302 MOps/s	1.2426 MOps/s	$\textbf{\color{#35bf28}+15.09\%}$
test_membership_nested	15.0010μs	2.5822μs	387.2692 KOps/s	387.2402 KOps/s	$+0.01\%$
test_membership_nested_leaf	18.2210μs	2.5935μs	385.5728 KOps/s	385.9864 KOps/s	$\color{#d91a1a}-0.11\%$
test_membership_stacked_nested	17.4500μs	2.6173μs	382.0701 KOps/s	388.3872 KOps/s	$\color{#d91a1a}-1.63\%$
test_membership_stacked_nested_leaf	22.0800μs	2.6001μs	384.6052 KOps/s	389.0550 KOps/s	$\color{#d91a1a}-1.14\%$
test_membership_nested_last	24.1310μs	3.1216μs	320.3463 KOps/s	321.5082 KOps/s	$\color{#d91a1a}-0.36\%$
test_membership_nested_leaf_last	24.8600μs	3.1264μs	319.8611 KOps/s	318.6495 KOps/s	$\color{#35bf28}+0.38\%$
test_membership_stacked_nested_last	23.0000μs	3.5738μs	279.8126 KOps/s	319.0228 KOps/s	$\textbf{\color{#d91a1a}-12.29\%}$
test_membership_stacked_nested_leaf_last	23.6010μs	3.5759μs	279.6524 KOps/s	318.2486 KOps/s	$\textbf{\color{#d91a1a}-12.13\%}$
test_nested_getleaf	25.0000μs	8.3953μs	119.1146 KOps/s	119.3060 KOps/s	$\color{#d91a1a}-0.16\%$
test_nested_get	20.8910μs	7.8757μs	126.9726 KOps/s	126.6729 KOps/s	$\color{#35bf28}+0.24\%$
test_stacked_getleaf	30.5600μs	8.3534μs	119.7121 KOps/s	119.5696 KOps/s	$\color{#35bf28}+0.12\%$
test_stacked_get	21.5800μs	7.8168μs	127.9289 KOps/s	127.5737 KOps/s	$\color{#35bf28}+0.28\%$
test_nested_getitemleaf	28.6710μs	8.5893μs	116.4235 KOps/s	116.8852 KOps/s	$\color{#d91a1a}-0.39\%$
test_nested_getitem	32.8300μs	8.0108μs	124.8317 KOps/s	124.6124 KOps/s	$\color{#35bf28}+0.18\%$
test_stacked_getitemleaf	23.1110μs	8.5018μs	117.6222 KOps/s	117.5489 KOps/s	$\color{#35bf28}+0.06\%$
test_stacked_getitem	20.3810μs	7.9529μs	125.7407 KOps/s	123.9720 KOps/s	$\color{#35bf28}+1.43\%$
test_lock_nested	57.7133ms	0.4030ms	2.4812 KOps/s	2.4553 KOps/s	$\color{#35bf28}+1.05\%$
test_lock_stack_nested	0.3238ms	0.2950ms	3.3901 KOps/s	3.3179 KOps/s	$\color{#35bf28}+2.18\%$
test_unlock_nested	60.1607ms	0.4046ms	2.4718 KOps/s	2.4601 KOps/s	$\color{#35bf28}+0.47\%$
test_unlock_stack_nested	0.3341ms	0.3050ms	3.2791 KOps/s	3.2355 KOps/s	$\color{#35bf28}+1.35\%$
test_flatten_speed	0.3984ms	0.1022ms	9.7869 KOps/s	9.8915 KOps/s	$\color{#d91a1a}-1.06\%$
test_unflatten_speed	0.3572ms	0.2900ms	3.4480 KOps/s	3.4545 KOps/s	$\color{#d91a1a}-0.19\%$
test_common_ops	1.0703ms	0.5976ms	1.6735 KOps/s	1.7616 KOps/s	$\textbf{\color{#d91a1a}-5.01\%}$
test_creation	33.7700μs	1.6304μs	613.3585 KOps/s	616.1618 KOps/s	$\color{#d91a1a}-0.45\%$
test_creation_empty	22.5900μs	8.9624μs	111.5778 KOps/s	130.8499 KOps/s	$\textbf{\color{#d91a1a}-14.73\%}$
test_creation_nested_1	24.5710μs	10.7523μs	93.0036 KOps/s	104.9117 KOps/s	$\textbf{\color{#d91a1a}-11.35\%}$
test_creation_nested_2	34.0910μs	12.9261μs	77.3626 KOps/s	85.5695 KOps/s	$\textbf{\color{#d91a1a}-9.59\%}$
test_clone	82.8920μs	11.8913μs	84.0951 KOps/s	88.9450 KOps/s	$\textbf{\color{#d91a1a}-5.45\%}$
test_getitem[int]	33.9810μs	10.5791μs	94.5261 KOps/s	93.0434 KOps/s	$\color{#35bf28}+1.59\%$
test_getitem[slice_int]	40.3310μs	20.9961μs	47.6280 KOps/s	48.2307 KOps/s	$\color{#d91a1a}-1.25\%$
test_getitem[range]	84.2420μs	51.2212μs	19.5232 KOps/s	21.1770 KOps/s	$\textbf{\color{#d91a1a}-7.81\%}$
test_getitem[tuple]	42.3500μs	18.9652μs	52.7281 KOps/s	53.9298 KOps/s	$\color{#d91a1a}-2.23\%$
test_getitem[list]	0.1238ms	34.0074μs	29.4054 KOps/s	30.5657 KOps/s	$\color{#d91a1a}-3.80\%$
test_setitem_dim[int]	44.2510μs	28.1571μs	35.5150 KOps/s	37.4152 KOps/s	$\textbf{\color{#d91a1a}-5.08\%}$
test_setitem_dim[slice_int]	70.2310μs	49.8010μs	20.0799 KOps/s	20.7040 KOps/s	$\color{#d91a1a}-3.01\%$
test_setitem_dim[range]	0.1067ms	66.4184μs	15.0561 KOps/s	15.3596 KOps/s	$\color{#d91a1a}-1.98\%$
test_setitem_dim[tuple]	60.1410μs	43.5321μs	22.9716 KOps/s	24.0569 KOps/s	$\color{#d91a1a}-4.51\%$
test_setitem	48.8610μs	17.2891μs	57.8400 KOps/s	65.0583 KOps/s	$\textbf{\color{#d91a1a}-11.10\%}$
test_set	54.4010μs	16.8147μs	59.4716 KOps/s	66.8022 KOps/s	$\textbf{\color{#d91a1a}-10.97\%}$
test_set_shared	1.7673ms	0.1041ms	9.6027 KOps/s	10.2051 KOps/s	$\textbf{\color{#d91a1a}-5.90\%}$
test_update	0.1056ms	19.7506μs	50.6315 KOps/s	56.8258 KOps/s	$\textbf{\color{#d91a1a}-10.90\%}$
test_update_nested	66.0310μs	25.3193μs	39.4956 KOps/s	43.8512 KOps/s	$\textbf{\color{#d91a1a}-9.93\%}$
test_update__nested	52.0410μs	22.5401μs	44.3653 KOps/s	46.6791 KOps/s	$\color{#d91a1a}-4.96\%$
test_set_nested	78.6020μs	17.7529μs	56.3289 KOps/s	61.5612 KOps/s	$\textbf{\color{#d91a1a}-8.50\%}$
test_set_nested_new	53.8210μs	20.4613μs	48.8729 KOps/s	53.2677 KOps/s	$\textbf{\color{#d91a1a}-8.25\%}$
test_select	67.9710μs	33.4052μs	29.9354 KOps/s	31.0096 KOps/s	$\color{#d91a1a}-3.46\%$
test_select_nested	0.6213ms	52.5057μs	19.0456 KOps/s	19.5066 KOps/s	$\color{#d91a1a}-2.36\%$
test_exclude_nested	0.1477ms	0.1075ms	9.2998 KOps/s	9.1539 KOps/s	$\color{#35bf28}+1.59\%$
test_empty[True]	0.4002ms	0.3425ms	2.9201 KOps/s	2.9064 KOps/s	$\color{#35bf28}+0.47\%$
test_empty[False]	2.9761μs	0.8031μs	1.2452 MOps/s	1.2386 MOps/s	$\color{#35bf28}+0.53\%$
test_to	87.7820μs	58.9100μs	16.9750 KOps/s	15.4819 KOps/s	$\textbf{\color{#35bf28}+9.64\%}$
test_to_nonblocking	77.7420μs	38.8215μs	25.7589 KOps/s	27.3774 KOps/s	$\textbf{\color{#d91a1a}-5.91\%}$
test_unbind_speed	0.3519ms	0.2612ms	3.8290 KOps/s	3.8724 KOps/s	$\color{#d91a1a}-1.12\%$
test_unbind_speed_stack0	0.3464ms	0.2575ms	3.8833 KOps/s	3.8562 KOps/s	$\color{#35bf28}+0.70\%$
test_unbind_speed_stack1	74.6450ms	0.7681ms	1.3018 KOps/s	1.2727 KOps/s	$\color{#35bf28}+2.29\%$
test_split	75.7636ms	1.6876ms	592.5429 Ops/s	605.7622 Ops/s	$\color{#d91a1a}-2.18\%$
test_chunk	75.3546ms	1.6887ms	592.1572 Ops/s	606.8029 Ops/s	$\color{#d91a1a}-2.41\%$
test_creation[device0]	0.1320ms	60.5311μs	16.5204 KOps/s	17.4833 KOps/s	$\textbf{\color{#d91a1a}-5.51\%}$
test_creation_from_tensor	0.1396ms	58.2456μs	17.1687 KOps/s	18.6961 KOps/s	$\textbf{\color{#d91a1a}-8.17\%}$
test_add_one[memmap_tensor0]	90.4520μs	7.1084μs	140.6790 KOps/s	145.3733 KOps/s	$\color{#d91a1a}-3.23\%$
test_contiguous[memmap_tensor0]	13.9910μs	0.6836μs	1.4629 MOps/s	1.4723 MOps/s	$\color{#d91a1a}-0.64\%$
test_stack[memmap_tensor0]	46.9810μs	5.1375μs	194.6458 KOps/s	202.4506 KOps/s	$\color{#d91a1a}-3.86\%$
test_memmaptd_index	1.0717ms	0.2845ms	3.5155 KOps/s	3.6983 KOps/s	$\color{#d91a1a}-4.94\%$
test_memmaptd_index_astensor	0.6091ms	0.3452ms	2.8971 KOps/s	3.0281 KOps/s	$\color{#d91a1a}-4.33\%$
test_memmaptd_index_op	0.9333ms	0.6516ms	1.5346 KOps/s	1.6571 KOps/s	$\textbf{\color{#d91a1a}-7.39\%}$
test_serialize_model	92.3388ms	89.9211ms	11.1209 Ops/s	10.6293 Ops/s	$\color{#35bf28}+4.62\%$
test_serialize_model_pickle	1.3510s	1.2349s	0.8098 Ops/s	0.8089 Ops/s	$\color{#35bf28}+0.10\%$
test_serialize_weights	90.7380ms	87.4543ms	11.4345 Ops/s	10.7286 Ops/s	$\textbf{\color{#35bf28}+6.58\%}$
test_serialize_weights_returnearly	0.1867s	72.0415ms	13.8809 Ops/s	13.9054 Ops/s	$\color{#d91a1a}-0.18\%$
test_serialize_weights_pickle	1.3969s	1.2556s	0.7964 Ops/s	0.7957 Ops/s	$\color{#35bf28}+0.09\%$
test_reshape_pytree	54.8310μs	26.5439μs	37.6734 KOps/s	38.3423 KOps/s	$\color{#d91a1a}-1.74\%$
test_reshape_td	56.3510μs	32.4581μs	30.8090 KOps/s	31.6951 KOps/s	$\color{#d91a1a}-2.80\%$
test_view_pytree	76.9310μs	26.3285μs	37.9816 KOps/s	38.7604 KOps/s	$\color{#d91a1a}-2.01\%$
test_view_td	66.3220μs	38.2001μs	26.1779 KOps/s	27.3129 KOps/s	$\color{#d91a1a}-4.16\%$
test_unbind_pytree	0.1567ms	32.6155μs	30.6602 KOps/s	31.2071 KOps/s	$\color{#d91a1a}-1.75\%$
test_unbind_td	0.4734ms	41.0286μs	24.3733 KOps/s	24.1827 KOps/s	$\color{#35bf28}+0.79\%$
test_split_pytree	59.1310μs	35.6051μs	28.0859 KOps/s	28.2205 KOps/s	$\color{#d91a1a}-0.48\%$
test_split_td	0.1229ms	39.2154μs	25.5002 KOps/s	26.2063 KOps/s	$\color{#d91a1a}-2.69\%$
test_add_pytree	74.9520μs	38.0373μs	26.2900 KOps/s	27.2616 KOps/s	$\color{#d91a1a}-3.56\%$
test_add_td	92.4120μs	51.9894μs	19.2347 KOps/s	20.0079 KOps/s	$\color{#d91a1a}-3.86\%$
test_distributed	0.1789ms	69.7175μs	14.3436 KOps/s	12.5371 KOps/s	$\textbf{\color{#35bf28}+14.41\%}$
test_tdmodule	90.9720μs	16.4426μs	60.8175 KOps/s	66.0814 KOps/s	$\textbf{\color{#d91a1a}-7.97\%}$
test_tdmodule_dispatch	51.1410μs	31.1715μs	32.0805 KOps/s	34.0699 KOps/s	$\textbf{\color{#d91a1a}-5.84\%}$
test_tdseq	33.9000μs	17.2431μs	57.9942 KOps/s	62.5345 KOps/s	$\textbf{\color{#d91a1a}-7.26\%}$
test_tdseq_dispatch	53.5810μs	33.8782μs	29.5175 KOps/s	32.3817 KOps/s	$\textbf{\color{#d91a1a}-8.85\%}$
test_instantiation_functorch	1.5394ms	1.4305ms	699.0654 Ops/s	709.1521 Ops/s	$\color{#d91a1a}-1.42\%$
test_instantiation_td	77.7946ms	1.0860ms	920.8400 Ops/s	924.2722 Ops/s	$\color{#d91a1a}-0.37\%$
test_exec_functorch	0.1742ms	0.1502ms	6.6581 KOps/s	6.8787 KOps/s	$\color{#d91a1a}-3.21\%$
test_exec_functional_call	0.2037ms	0.1403ms	7.1298 KOps/s	7.3123 KOps/s	$\color{#d91a1a}-2.50\%$
test_exec_td	0.1795ms	0.1387ms	7.2105 KOps/s	7.4750 KOps/s	$\color{#d91a1a}-3.54\%$
test_exec_td_decorator	0.4635ms	0.2093ms	4.7770 KOps/s	4.7944 KOps/s	$\color{#d91a1a}-0.36\%$
test_vmap_mlp_speed[True-True]	0.6691ms	0.5813ms	1.7201 KOps/s	1.7251 KOps/s	$\color{#d91a1a}-0.29\%$
test_vmap_mlp_speed[True-False]	0.6478ms	0.5809ms	1.7215 KOps/s	1.5550 KOps/s	$\textbf{\color{#35bf28}+10.71\%}$
test_vmap_mlp_speed[False-True]	0.5799ms	0.5120ms	1.9531 KOps/s	1.8663 KOps/s	$\color{#35bf28}+4.65\%$
test_vmap_mlp_speed[False-False]	0.7457ms	0.5284ms	1.8925 KOps/s	1.8605 KOps/s	$\color{#35bf28}+1.72\%$
test_vmap_mlp_speed_decorator[True-True]	0.8538ms	0.6799ms	1.4709 KOps/s	1.5370 KOps/s	$\color{#d91a1a}-4.30\%$
test_vmap_mlp_speed_decorator[True-False]	0.7876ms	0.6442ms	1.5523 KOps/s	1.5478 KOps/s	$\color{#35bf28}+0.29\%$
test_vmap_mlp_speed_decorator[False-True]	0.6917ms	0.5687ms	1.7585 KOps/s	1.7385 KOps/s	$\color{#35bf28}+1.15\%$
test_vmap_mlp_speed_decorator[False-False]	0.6368ms	0.5690ms	1.7574 KOps/s	1.7486 KOps/s	$\color{#35bf28}+0.51\%$
test_vmap_transformer_speed[True-True]	8.0991ms	7.8181ms	127.9076 Ops/s	130.1710 Ops/s	$\color{#d91a1a}-1.74\%$
test_vmap_transformer_speed[True-False]	8.6003ms	8.0041ms	124.9355 Ops/s	129.9316 Ops/s	$\color{#d91a1a}-3.85\%$
test_vmap_transformer_speed[False-True]	8.7017ms	7.9826ms	125.2726 Ops/s	127.7513 Ops/s	$\color{#d91a1a}-1.94\%$
test_vmap_transformer_speed[False-False]	8.0378ms	7.6640ms	130.4806 Ops/s	128.8862 Ops/s	$\color{#35bf28}+1.24\%$
test_vmap_transformer_speed_decorator[True-True]	19.2588ms	18.7270ms	53.3988 Ops/s	53.7079 Ops/s	$\color{#d91a1a}-0.58\%$
test_vmap_transformer_speed_decorator[True-False]	19.1299ms	18.7184ms	53.4233 Ops/s	53.5322 Ops/s	$\color{#d91a1a}-0.20\%$
test_vmap_transformer_speed_decorator[False-True]	19.2434ms	18.6480ms	53.6251 Ops/s	53.7404 Ops/s	$\color{#d91a1a}-0.21\%$
test_vmap_transformer_speed_decorator[False-False]	18.7961ms	18.5987ms	53.7671 Ops/s	53.8800 Ops/s	$\color{#d91a1a}-0.21\%$
test_to_module_speed[True]	1.5945ms	1.4970ms	668.0077 Ops/s	662.3579 Ops/s	$\color{#35bf28}+0.85\%$
test_to_module_speed[False]	1.5964ms	1.4858ms	673.0418 Ops/s	664.8042 Ops/s	$\color{#35bf28}+1.24\%$
test_tc_init	82.9110μs	54.6895μs	18.2850 KOps/s	19.4772 KOps/s	$\textbf{\color{#d91a1a}-6.12\%}$
test_tc_init_nested	0.1408ms	0.1062ms	9.4190 KOps/s	9.7304 KOps/s	$\color{#d91a1a}-3.20\%$
test_tc_first_layer_tensor	17.7410μs	3.6862μs	271.2788 KOps/s	265.6646 KOps/s	$\color{#35bf28}+2.11\%$
test_tc_first_layer_nontensor	19.5700μs	3.7156μs	269.1334 KOps/s	263.6150 KOps/s	$\color{#35bf28}+2.09\%$
test_tc_second_layer_tensor	13.3500μs	1.2611μs	792.9692 KOps/s	772.9381 KOps/s	$\color{#35bf28}+2.59\%$
test_tc_second_layer_nontensor	85.5920μs	4.2473μs	235.4423 KOps/s	231.6104 KOps/s	$\color{#35bf28}+1.65\%$
test_unbind	0.1109s	13.7905ms	72.5139 Ops/s	64.9099 Ops/s	$\textbf{\color{#35bf28}+11.71\%}$
test_full_like	14.6025ms	13.8832ms	72.0297 Ops/s	71.5749 Ops/s	$\color{#35bf28}+0.64\%$
test_zeros_like	8.3675ms	7.9718ms	125.4416 Ops/s	123.8435 Ops/s	$\color{#35bf28}+1.29\%$
test_ones_like	8.4584ms	7.9818ms	125.2857 Ops/s	123.6332 Ops/s	$\color{#35bf28}+1.34\%$
test_clone	9.7884ms	9.5072ms	105.1840 Ops/s	103.8218 Ops/s	$\color{#35bf28}+1.31\%$
test_squeeze	61.6810μs	10.7627μs	92.9132 KOps/s	90.8840 KOps/s	$\color{#35bf28}+2.23\%$
test_unsqueeze	0.2363ms	90.0566μs	11.1041 KOps/s	11.0989 KOps/s	$\color{#35bf28}+0.05\%$
test_split	3.5336ms	3.1708ms	315.3828 Ops/s	298.6810 Ops/s	$\textbf{\color{#35bf28}+5.59\%}$
test_permute	0.2781ms	0.2141ms	4.6706 KOps/s	4.6114 KOps/s	$\color{#35bf28}+1.28\%$
test_stack	27.9225ms	27.4800ms	36.3901 Ops/s	36.5402 Ops/s	$\color{#d91a1a}-0.41\%$
test_cat	27.4561ms	27.2316ms	36.7220 Ops/s	37.2747 Ops/s	$\color{#d91a1a}-1.48\%$