[BugFix] _FileHandler for windows

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

Total Benchmarks: 113. Improved: $\large\color{#35bf28}7$. Worsened: $\large\color{#d91a1a}7$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	35.5760μs	16.0001μs	62.4995 KOps/s	63.0784 KOps/s	$\color{#d91a1a}-0.92\%$
test_plain_set_stack_nested	0.2726ms	0.1423ms	7.0293 KOps/s	7.0213 KOps/s	$\color{#35bf28}+0.11\%$
test_plain_set_nested_inplace	80.0820μs	19.1475μs	52.2260 KOps/s	52.1863 KOps/s	$\color{#35bf28}+0.08\%$
test_plain_set_stack_nested_inplace	0.2332ms	0.1744ms	5.7341 KOps/s	5.8182 KOps/s	$\color{#d91a1a}-1.45\%$
test_items	20.1380μs	2.4214μs	412.9905 KOps/s	411.1169 KOps/s	$\color{#35bf28}+0.46\%$
test_items_nested	0.3336ms	0.2712ms	3.6877 KOps/s	3.7322 KOps/s	$\color{#d91a1a}-1.19\%$
test_items_nested_locked	1.4037ms	0.2727ms	3.6674 KOps/s	3.7252 KOps/s	$\color{#d91a1a}-1.55\%$
test_items_nested_leaf	0.3247ms	0.1673ms	5.9778 KOps/s	6.0698 KOps/s	$\color{#d91a1a}-1.52\%$
test_items_stack_nested	1.5911ms	1.4767ms	677.1792 Ops/s	666.4390 Ops/s	$\color{#35bf28}+1.61\%$
test_items_stack_nested_leaf	1.7937ms	1.3541ms	738.5072 Ops/s	733.2015 Ops/s	$\color{#35bf28}+0.72\%$
test_items_stack_nested_locked	1.3705ms	0.7682ms	1.3017 KOps/s	1.2904 KOps/s	$\color{#35bf28}+0.88\%$
test_keys	40.6260μs	3.8168μs	262.0028 KOps/s	254.4512 KOps/s	$\color{#35bf28}+2.97\%$
test_keys_nested	1.4164ms	0.1400ms	7.1450 KOps/s	6.7261 KOps/s	$\textbf{\color{#35bf28}+6.23\%}$
test_keys_nested_locked	0.2992ms	0.1401ms	7.1352 KOps/s	7.0777 KOps/s	$\color{#35bf28}+0.81\%$
test_keys_nested_leaf	0.3403ms	0.1389ms	7.1977 KOps/s	7.1145 KOps/s	$\color{#35bf28}+1.17\%$
test_keys_stack_nested	1.5633ms	1.4061ms	711.2028 Ops/s	707.1758 Ops/s	$\color{#35bf28}+0.57\%$
test_keys_stack_nested_leaf	2.2211ms	1.4230ms	702.7485 Ops/s	710.0791 Ops/s	$\color{#d91a1a}-1.03\%$
test_keys_stack_nested_locked	4.6358ms	0.6901ms	1.4490 KOps/s	1.4656 KOps/s	$\color{#d91a1a}-1.13\%$
test_values	13.5303μs	1.1458μs	872.7480 KOps/s	865.3855 KOps/s	$\color{#35bf28}+0.85\%$
test_values_nested	97.6930μs	50.3332μs	19.8676 KOps/s	20.5812 KOps/s	$\color{#d91a1a}-3.47\%$
test_values_nested_locked	0.1309ms	50.6012μs	19.7624 KOps/s	19.7289 KOps/s	$\color{#35bf28}+0.17\%$
test_values_nested_leaf	76.1630μs	45.4409μs	22.0066 KOps/s	22.9096 KOps/s	$\color{#d91a1a}-3.94\%$
test_values_stack_nested	1.3807ms	1.1899ms	840.3835 Ops/s	808.8832 Ops/s	$\color{#35bf28}+3.89\%$
test_values_stack_nested_leaf	1.8783ms	1.1796ms	847.7242 Ops/s	843.3100 Ops/s	$\color{#35bf28}+0.52\%$
test_values_stack_nested_locked	0.6165ms	0.5119ms	1.9537 KOps/s	1.9105 KOps/s	$\color{#35bf28}+2.26\%$
test_membership	15.6090μs	1.3955μs	716.6063 KOps/s	737.6459 KOps/s	$\color{#d91a1a}-2.85\%$
test_membership_nested	40.4560μs	2.8698μs	348.4557 KOps/s	359.4427 KOps/s	$\color{#d91a1a}-3.06\%$
test_membership_nested_leaf	20.2080μs	2.8459μs	351.3836 KOps/s	358.0080 KOps/s	$\color{#d91a1a}-1.85\%$
test_membership_stacked_nested	29.4250μs	11.5927μs	86.2614 KOps/s	86.1542 KOps/s	$\color{#35bf28}+0.12\%$
test_membership_stacked_nested_leaf	41.9180μs	11.8594μs	84.3212 KOps/s	85.7788 KOps/s	$\color{#d91a1a}-1.70\%$
test_membership_nested_last	51.6370μs	5.9708μs	167.4816 KOps/s	168.4744 KOps/s	$\color{#d91a1a}-0.59\%$
test_membership_nested_leaf_last	37.4100μs	5.9852μs	167.0796 KOps/s	170.1675 KOps/s	$\color{#d91a1a}-1.81\%$
test_membership_stacked_nested_last	0.3246ms	0.1699ms	5.8866 KOps/s	6.0301 KOps/s	$\color{#d91a1a}-2.38\%$
test_membership_stacked_nested_leaf_last	46.3270μs	13.7746μs	72.5975 KOps/s	71.1489 KOps/s	$\color{#35bf28}+2.04\%$
test_nested_getleaf	54.7220μs	10.6802μs	93.6310 KOps/s	95.1938 KOps/s	$\color{#d91a1a}-1.64\%$
test_nested_get	52.7490μs	10.0681μs	99.3237 KOps/s	100.4868 KOps/s	$\color{#d91a1a}-1.16\%$
test_stacked_getleaf	0.8589ms	0.6379ms	1.5675 KOps/s	1.5595 KOps/s	$\color{#35bf28}+0.52\%$
test_stacked_get	0.7431ms	0.5996ms	1.6678 KOps/s	1.6215 KOps/s	$\color{#35bf28}+2.86\%$
test_nested_getitemleaf	38.9930μs	10.6355μs	94.0249 KOps/s	95.2917 KOps/s	$\color{#d91a1a}-1.33\%$
test_nested_getitem	47.7990μs	10.1046μs	98.9644 KOps/s	100.6428 KOps/s	$\color{#d91a1a}-1.67\%$
test_stacked_getitemleaf	1.0765ms	0.6371ms	1.5697 KOps/s	1.5562 KOps/s	$\color{#35bf28}+0.87\%$
test_stacked_getitem	0.7028ms	0.6063ms	1.6493 KOps/s	1.6269 KOps/s	$\color{#35bf28}+1.37\%$
test_lock_nested	56.2351ms	0.5477ms	1.8260 KOps/s	2.0252 KOps/s	$\textbf{\color{#d91a1a}-9.84\%}$
test_lock_stack_nested	83.7572ms	8.5243ms	117.3114 Ops/s	118.7394 Ops/s	$\color{#d91a1a}-1.20\%$
test_unlock_nested	60.2694ms	0.5088ms	1.9656 KOps/s	1.9221 KOps/s	$\color{#35bf28}+2.26\%$
test_unlock_stack_nested	83.7100ms	8.2290ms	121.5215 Ops/s	204.8105 Ops/s	$\textbf{\color{#d91a1a}-40.67\%}$
test_flatten_speed	0.5443ms	0.2671ms	3.7434 KOps/s	3.7055 KOps/s	$\color{#35bf28}+1.02\%$
test_unflatten_speed	0.9807ms	0.4641ms	2.1549 KOps/s	2.1403 KOps/s	$\color{#35bf28}+0.68\%$
test_common_ops	4.9053ms	0.6898ms	1.4497 KOps/s	1.4750 KOps/s	$\color{#d91a1a}-1.71\%$
test_creation	92.1530μs	2.3930μs	417.8922 KOps/s	422.4231 KOps/s	$\color{#d91a1a}-1.07\%$
test_creation_empty	34.0840μs	8.5982μs	116.3028 KOps/s	116.9233 KOps/s	$\color{#d91a1a}-0.53\%$
test_creation_nested_1	61.8460μs	12.0658μs	82.8789 KOps/s	84.1128 KOps/s	$\color{#d91a1a}-1.47\%$
test_creation_nested_2	36.8090μs	15.5240μs	64.4164 KOps/s	64.9024 KOps/s	$\color{#d91a1a}-0.75\%$
test_clone	0.1010ms	13.2648μs	75.3873 KOps/s	75.0487 KOps/s	$\color{#35bf28}+0.45\%$
test_getitem[int]	47.9000μs	12.9527μs	77.2038 KOps/s	77.0703 KOps/s	$\color{#35bf28}+0.17\%$
test_getitem[slice_int]	79.0380μs	24.5780μs	40.6867 KOps/s	39.4681 KOps/s	$\color{#35bf28}+3.09\%$
test_getitem[range]	0.1022ms	45.0674μs	22.1890 KOps/s	22.2268 KOps/s	$\color{#d91a1a}-0.17\%$
test_getitem[tuple]	61.7150μs	20.2325μs	49.4254 KOps/s	49.1292 KOps/s	$\color{#35bf28}+0.60\%$
test_getitem[list]	0.3931ms	38.8860μs	25.7162 KOps/s	25.5961 KOps/s	$\color{#35bf28}+0.47\%$
test_setitem_dim[int]	51.2060μs	29.4933μs	33.9060 KOps/s	34.0884 KOps/s	$\color{#d91a1a}-0.54\%$
test_setitem_dim[slice_int]	85.5310μs	53.7361μs	18.6095 KOps/s	18.1461 KOps/s	$\color{#35bf28}+2.55\%$
test_setitem_dim[range]	0.1240ms	72.4302μs	13.8064 KOps/s	13.3732 KOps/s	$\color{#35bf28}+3.24\%$
test_setitem_dim[tuple]	0.1044ms	42.7533μs	23.3900 KOps/s	23.2144 KOps/s	$\color{#35bf28}+0.76\%$
test_setitem	0.1772ms	18.4271μs	54.2679 KOps/s	54.1021 KOps/s	$\color{#35bf28}+0.31\%$
test_set	0.1514ms	17.8021μs	56.1731 KOps/s	55.5016 KOps/s	$\color{#35bf28}+1.21\%$
test_set_shared	2.7105ms	0.1448ms	6.9071 KOps/s	7.2248 KOps/s	$\color{#d91a1a}-4.40\%$
test_update	0.2253ms	19.0879μs	52.3891 KOps/s	50.7779 KOps/s	$\color{#35bf28}+3.17\%$
test_update_nested	0.1802ms	26.2104μs	38.1527 KOps/s	34.1392 KOps/s	$\textbf{\color{#35bf28}+11.76\%}$
test_set_nested	0.1455ms	19.8555μs	50.3640 KOps/s	50.6069 KOps/s	$\color{#d91a1a}-0.48\%$
test_set_nested_new	0.2020ms	25.2947μs	39.5339 KOps/s	39.6186 KOps/s	$\color{#d91a1a}-0.21\%$
test_select	0.2120ms	50.6009μs	19.7625 KOps/s	19.4764 KOps/s	$\color{#35bf28}+1.47\%$
test_unbind_speed	0.4763ms	0.3737ms	2.6759 KOps/s	2.6754 KOps/s	$\color{#35bf28}+0.02\%$
test_unbind_speed_stack0	68.8004ms	5.3100ms	188.3231 Ops/s	179.1466 Ops/s	$\textbf{\color{#35bf28}+5.12\%}$
test_unbind_speed_stack1	11.2310μs	0.8248μs	1.2124 MOps/s	1.5610 MOps/s	$\textbf{\color{#d91a1a}-22.33\%}$
test_split	58.1379ms	1.8082ms	553.0296 Ops/s	591.7021 Ops/s	$\textbf{\color{#d91a1a}-6.54\%}$
test_chunk	61.2999ms	1.7691ms	565.2642 Ops/s	557.1070 Ops/s	$\color{#35bf28}+1.46\%$
test_creation[device0]	4.0936ms	0.3010ms	3.3222 KOps/s	2.9834 KOps/s	$\textbf{\color{#35bf28}+11.36\%}$
test_creation_from_tensor	3.4801ms	0.3327ms	3.0057 KOps/s	2.9671 KOps/s	$\color{#35bf28}+1.30\%$
test_add_one[memmap_tensor0]	94.3270μs	26.3964μs	37.8839 KOps/s	38.6621 KOps/s	$\color{#d91a1a}-2.01\%$
test_contiguous[memmap_tensor0]	28.6830μs	5.8737μs	170.2493 KOps/s	168.8833 KOps/s	$\color{#35bf28}+0.81\%$
test_stack[memmap_tensor0]	0.1057ms	19.5791μs	51.0750 KOps/s	50.3293 KOps/s	$\color{#35bf28}+1.48\%$
test_memmaptd_index	0.7485ms	0.3948ms	2.5330 KOps/s	2.4046 KOps/s	$\textbf{\color{#35bf28}+5.34\%}$
test_memmaptd_index_astensor	0.6124ms	0.4595ms	2.1763 KOps/s	2.1199 KOps/s	$\color{#35bf28}+2.66\%$
test_memmaptd_index_op	1.4043ms	0.7272ms	1.3751 KOps/s	1.4001 KOps/s	$\color{#d91a1a}-1.79\%$
test_reshape_pytree	50.4940μs	23.9614μs	41.7338 KOps/s	42.0702 KOps/s	$\color{#d91a1a}-0.80\%$
test_reshape_td	69.1000μs	31.8577μs	31.3896 KOps/s	31.7851 KOps/s	$\color{#d91a1a}-1.24\%$
test_view_pytree	78.0090μs	23.4843μs	42.5817 KOps/s	43.6792 KOps/s	$\color{#d91a1a}-2.51\%$
test_view_td	23.4950μs	5.0653μs	197.4207 KOps/s	202.0504 KOps/s	$\color{#d91a1a}-2.29\%$
test_unbind_pytree	55.9150μs	26.5780μs	37.6251 KOps/s	38.3744 KOps/s	$\color{#d91a1a}-1.95\%$
test_unbind_td	0.1913ms	59.2218μs	16.8857 KOps/s	17.0267 KOps/s	$\color{#d91a1a}-0.83\%$
test_split_pytree	67.6370μs	26.3671μs	37.9260 KOps/s	38.4846 KOps/s	$\color{#d91a1a}-1.45\%$
test_split_td	92.2230μs	46.0078μs	21.7354 KOps/s	21.4187 KOps/s	$\color{#35bf28}+1.48\%$
test_add_pytree	0.1008ms	32.5111μs	30.7588 KOps/s	31.3056 KOps/s	$\color{#d91a1a}-1.75\%$
test_add_td	89.6880μs	45.6963μs	21.8836 KOps/s	22.1959 KOps/s	$\color{#d91a1a}-1.41\%$
test_distributed	33.4630μs	5.8972μs	169.5730 KOps/s	168.6899 KOps/s	$\color{#35bf28}+0.52\%$
test_tdmodule	0.1533ms	21.1195μs	47.3496 KOps/s	47.1233 KOps/s	$\color{#35bf28}+0.48\%$
test_tdmodule_dispatch	0.1698ms	39.4029μs	25.3789 KOps/s	24.8649 KOps/s	$\color{#35bf28}+2.07\%$
test_tdseq	0.1124ms	23.6508μs	42.2819 KOps/s	41.9675 KOps/s	$\color{#35bf28}+0.75\%$
test_tdseq_dispatch	0.1311ms	42.2019μs	23.6956 KOps/s	23.2368 KOps/s	$\color{#35bf28}+1.97\%$
test_instantiation_functorch	1.5148ms	1.3163ms	759.6968 Ops/s	759.3679 Ops/s	$\color{#35bf28}+0.04\%$
test_instantiation_td	1.6522ms	1.0310ms	969.9756 Ops/s	975.9901 Ops/s	$\color{#d91a1a}-0.62\%$
test_exec_functorch	0.2318ms	0.1590ms	6.2880 KOps/s	6.2175 KOps/s	$\color{#35bf28}+1.13\%$
test_exec_functional_call	0.2651ms	0.1476ms	6.7762 KOps/s	6.7219 KOps/s	$\color{#35bf28}+0.81\%$
test_exec_td	0.2688ms	0.1445ms	6.9197 KOps/s	6.8103 KOps/s	$\color{#35bf28}+1.61\%$
test_exec_td_decorator	0.9984ms	0.2245ms	4.4549 KOps/s	5.4794 KOps/s	$\textbf{\color{#d91a1a}-18.70\%}$
test_vmap_mlp_speed[True-True]	1.1636ms	0.9143ms	1.0937 KOps/s	1.1055 KOps/s	$\color{#d91a1a}-1.06\%$
test_vmap_mlp_speed[True-False]	0.5826ms	0.4767ms	2.0980 KOps/s	2.0968 KOps/s	$\color{#35bf28}+0.06\%$
test_vmap_mlp_speed[False-True]	1.4811ms	0.7964ms	1.2556 KOps/s	1.2717 KOps/s	$\color{#d91a1a}-1.26\%$
test_vmap_mlp_speed[False-False]	0.6156ms	0.3936ms	2.5405 KOps/s	2.5513 KOps/s	$\color{#d91a1a}-0.42\%$
test_vmap_mlp_speed_decorator[True-True]	2.5824ms	1.6117ms	620.4601 Ops/s	558.6627 Ops/s	$\textbf{\color{#35bf28}+11.06\%}$
test_vmap_mlp_speed_decorator[True-False]	1.2978ms	0.5702ms	1.7538 KOps/s	1.8730 KOps/s	$\textbf{\color{#d91a1a}-6.36\%}$
test_vmap_mlp_speed_decorator[False-True]	2.0388ms	1.3897ms	719.5545 Ops/s	667.0861 Ops/s	$\textbf{\color{#35bf28}+7.87\%}$
test_vmap_mlp_speed_decorator[False-False]	0.9253ms	0.4370ms	2.2884 KOps/s	2.4551 KOps/s	$\textbf{\color{#d91a1a}-6.79\%}$

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

Total Benchmarks: 127. Improved: $\large\color{#35bf28}16$. Worsened: $\large\color{#d91a1a}4$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	0.4463ms	12.4431μs	80.3656 KOps/s	80.2606 KOps/s	$\color{#35bf28}+0.13\%$
test_plain_set_stack_nested	0.1392ms	0.1135ms	8.8073 KOps/s	8.3707 KOps/s	$\textbf{\color{#35bf28}+5.22\%}$
test_plain_set_nested_inplace	35.4910μs	14.8663μs	67.2663 KOps/s	67.0650 KOps/s	$\color{#35bf28}+0.30\%$
test_plain_set_stack_nested_inplace	0.2175ms	0.1410ms	7.0909 KOps/s	7.0748 KOps/s	$\color{#35bf28}+0.23\%$
test_items	62.6210μs	4.7335μs	211.2621 KOps/s	216.5692 KOps/s	$\color{#d91a1a}-2.45\%$
test_items_nested	0.3860ms	0.3445ms	2.9031 KOps/s	2.9803 KOps/s	$\color{#d91a1a}-2.59\%$
test_items_nested_locked	0.3839ms	0.3431ms	2.9150 KOps/s	2.9696 KOps/s	$\color{#d91a1a}-1.84\%$
test_items_nested_leaf	0.3463ms	0.2008ms	4.9811 KOps/s	5.0206 KOps/s	$\color{#d91a1a}-0.79\%$
test_items_stack_nested	1.6936ms	1.4842ms	673.7508 Ops/s	666.5528 Ops/s	$\color{#35bf28}+1.08\%$
test_items_stack_nested_leaf	1.4443ms	1.3041ms	766.8043 Ops/s	753.3470 Ops/s	$\color{#35bf28}+1.79\%$
test_items_stack_nested_locked	1.7832ms	0.8221ms	1.2165 KOps/s	1.2253 KOps/s	$\color{#d91a1a}-0.72\%$
test_keys	23.0800μs	4.5773μs	218.4676 KOps/s	218.5407 KOps/s	$\color{#d91a1a}-0.03\%$
test_keys_nested	0.5235ms	90.0893μs	11.1001 KOps/s	11.0755 KOps/s	$\color{#35bf28}+0.22\%$
test_keys_nested_locked	0.1629ms	89.1963μs	11.2112 KOps/s	11.1375 KOps/s	$\color{#35bf28}+0.66\%$
test_keys_nested_leaf	42.0704ms	86.4221μs	11.5711 KOps/s	12.1857 KOps/s	$\textbf{\color{#d91a1a}-5.04\%}$
test_keys_stack_nested	1.4910ms	1.2930ms	773.3902 Ops/s	764.8430 Ops/s	$\color{#35bf28}+1.12\%$
test_keys_stack_nested_leaf	1.4706ms	1.2919ms	774.0630 Ops/s	777.6347 Ops/s	$\color{#d91a1a}-0.46\%$
test_keys_stack_nested_locked	0.8049ms	0.6122ms	1.6336 KOps/s	1.6092 KOps/s	$\color{#35bf28}+1.52\%$
test_values	62.6210μs	1.8818μs	531.3952 KOps/s	529.0342 KOps/s	$\color{#35bf28}+0.45\%$
test_values_nested	0.2349ms	42.7495μs	23.3921 KOps/s	23.2052 KOps/s	$\color{#35bf28}+0.81\%$
test_values_nested_locked	0.2083ms	42.6310μs	23.4571 KOps/s	23.0755 KOps/s	$\color{#35bf28}+1.65\%$
test_values_nested_leaf	0.1031ms	37.3278μs	26.7897 KOps/s	26.6944 KOps/s	$\color{#35bf28}+0.36\%$
test_values_stack_nested	1.2747ms	1.1211ms	891.9512 Ops/s	873.8645 Ops/s	$\color{#35bf28}+2.07\%$
test_values_stack_nested_leaf	1.2019ms	1.1156ms	896.4047 Ops/s	869.9905 Ops/s	$\color{#35bf28}+3.04\%$
test_values_stack_nested_locked	0.6487ms	0.4911ms	2.0364 KOps/s	1.9700 KOps/s	$\color{#35bf28}+3.37\%$
test_membership	5.0960μs	0.9458μs	1.0574 MOps/s	1.0474 MOps/s	$\color{#35bf28}+0.95\%$
test_membership_nested	15.8410μs	2.0780μs	481.2262 KOps/s	455.4685 KOps/s	$\textbf{\color{#35bf28}+5.66\%}$
test_membership_nested_leaf	84.2410μs	2.0948μs	477.3717 KOps/s	473.5382 KOps/s	$\color{#35bf28}+0.81\%$
test_membership_stacked_nested	0.1822ms	10.9343μs	91.4551 KOps/s	93.2945 KOps/s	$\color{#d91a1a}-1.97\%$
test_membership_stacked_nested_leaf	0.1897ms	10.8700μs	91.9964 KOps/s	93.7599 KOps/s	$\color{#d91a1a}-1.88\%$
test_membership_nested_last	0.1625ms	4.5713μs	218.7555 KOps/s	218.2462 KOps/s	$\color{#35bf28}+0.23\%$
test_membership_nested_leaf_last	33.6710μs	4.5697μs	218.8310 KOps/s	217.5911 KOps/s	$\color{#35bf28}+0.57\%$
test_membership_stacked_nested_last	0.1787ms	0.1342ms	7.4505 KOps/s	7.5305 KOps/s	$\color{#d91a1a}-1.06\%$
test_membership_stacked_nested_leaf_last	28.3210μs	12.7743μs	78.2820 KOps/s	79.4346 KOps/s	$\color{#d91a1a}-1.45\%$
test_nested_getleaf	21.4610μs	8.3664μs	119.5251 KOps/s	119.3838 KOps/s	$\color{#35bf28}+0.12\%$
test_nested_get	28.3310μs	7.8731μs	127.0147 KOps/s	125.6983 KOps/s	$\color{#35bf28}+1.05\%$
test_stacked_getleaf	0.7725ms	0.5620ms	1.7793 KOps/s	1.7186 KOps/s	$\color{#35bf28}+3.53\%$
test_stacked_get	0.6163ms	0.5309ms	1.8836 KOps/s	1.8307 KOps/s	$\color{#35bf28}+2.89\%$
test_nested_getitemleaf	0.1933ms	8.4102μs	118.9036 KOps/s	118.7973 KOps/s	$\color{#35bf28}+0.09\%$
test_nested_getitem	29.6500μs	7.9613μs	125.6076 KOps/s	125.3357 KOps/s	$\color{#35bf28}+0.22\%$
test_stacked_getitemleaf	0.7351ms	0.5595ms	1.7874 KOps/s	1.7577 KOps/s	$\color{#35bf28}+1.69\%$
test_stacked_getitem	0.7326ms	0.5358ms	1.8663 KOps/s	1.8486 KOps/s	$\color{#35bf28}+0.96\%$
test_lock_nested	4.3647ms	0.4575ms	2.1857 KOps/s	2.1624 KOps/s	$\color{#35bf28}+1.08\%$
test_lock_stack_nested	70.2837ms	6.5561ms	152.5298 Ops/s	148.9118 Ops/s	$\color{#35bf28}+2.43\%$
test_unlock_nested	1.2839ms	0.4352ms	2.2979 KOps/s	1.9880 KOps/s	$\textbf{\color{#35bf28}+15.59\%}$
test_unlock_stack_nested	66.1927ms	7.2916ms	137.1442 Ops/s	135.3404 Ops/s	$\color{#35bf28}+1.33\%$
test_flatten_speed	0.5265ms	0.1863ms	5.3684 KOps/s	5.3407 KOps/s	$\color{#35bf28}+0.52\%$
test_unflatten_speed	0.4708ms	0.3578ms	2.7946 KOps/s	2.7591 KOps/s	$\color{#35bf28}+1.29\%$
test_common_ops	1.0535ms	0.5933ms	1.6855 KOps/s	1.6956 KOps/s	$\color{#d91a1a}-0.60\%$
test_creation	17.9300μs	1.9077μs	524.1878 KOps/s	506.2153 KOps/s	$\color{#35bf28}+3.55\%$
test_creation_empty	26.0700μs	6.5482μs	152.7140 KOps/s	153.8967 KOps/s	$\color{#d91a1a}-0.77\%$
test_creation_nested_1	41.4410μs	8.9099μs	112.2342 KOps/s	112.9953 KOps/s	$\color{#d91a1a}-0.67\%$
test_creation_nested_2	28.0510μs	11.4848μs	87.0719 KOps/s	87.5949 KOps/s	$\color{#d91a1a}-0.60\%$
test_clone	0.1569ms	14.2554μs	70.1487 KOps/s	71.6957 KOps/s	$\color{#d91a1a}-2.16\%$
test_getitem[int]	0.1473ms	11.8971μs	84.0542 KOps/s	83.9685 KOps/s	$\color{#35bf28}+0.10\%$
test_getitem[slice_int]	45.2710μs	23.1719μs	43.1558 KOps/s	44.1459 KOps/s	$\color{#d91a1a}-2.24\%$
test_getitem[range]	0.1773ms	38.4470μs	26.0099 KOps/s	24.1202 KOps/s	$\textbf{\color{#35bf28}+7.83\%}$
test_getitem[tuple]	0.1104ms	19.9785μs	50.0538 KOps/s	50.7234 KOps/s	$\color{#d91a1a}-1.32\%$
test_getitem[list]	0.3636ms	35.0407μs	28.5382 KOps/s	28.7063 KOps/s	$\color{#d91a1a}-0.59\%$
test_setitem_dim[int]	46.0210μs	25.3329μs	39.4744 KOps/s	38.5872 KOps/s	$\color{#35bf28}+2.30\%$
test_setitem_dim[slice_int]	0.1313ms	45.1381μs	22.1542 KOps/s	21.1882 KOps/s	$\color{#35bf28}+4.56\%$
test_setitem_dim[range]	83.5810μs	61.2445μs	16.3280 KOps/s	15.2621 KOps/s	$\textbf{\color{#35bf28}+6.98\%}$
test_setitem_dim[tuple]	59.0810μs	38.2864μs	26.1189 KOps/s	25.4011 KOps/s	$\color{#35bf28}+2.83\%$
test_setitem	0.1899ms	17.9427μs	55.7331 KOps/s	55.4297 KOps/s	$\color{#35bf28}+0.55\%$
test_set	0.1233ms	17.3321μs	57.6963 KOps/s	58.2827 KOps/s	$\color{#d91a1a}-1.01\%$
test_set_shared	2.9146ms	0.1019ms	9.8163 KOps/s	9.3015 KOps/s	$\textbf{\color{#35bf28}+5.54\%}$
test_update	0.2029ms	18.4483μs	54.2055 KOps/s	54.6678 KOps/s	$\color{#d91a1a}-0.85\%$
test_update_nested	0.2189ms	24.9939μs	40.0097 KOps/s	40.4391 KOps/s	$\color{#d91a1a}-1.06\%$
test_set_nested	0.1166ms	18.6259μs	53.6887 KOps/s	51.5955 KOps/s	$\color{#35bf28}+4.06\%$
test_set_nested_new	0.1222ms	22.6342μs	44.1809 KOps/s	41.8175 KOps/s	$\textbf{\color{#35bf28}+5.65\%}$
test_select	0.1736ms	44.2424μs	22.6028 KOps/s	20.9039 KOps/s	$\textbf{\color{#35bf28}+8.13\%}$
test_to	71.9830μs	50.7699μs	19.6967 KOps/s	19.4856 KOps/s	$\color{#35bf28}+1.08\%$
test_to_nonblocking	0.1852ms	33.9923μs	29.4184 KOps/s	29.7223 KOps/s	$\color{#d91a1a}-1.02\%$
test_unbind_speed	0.4629ms	0.3484ms	2.8703 KOps/s	2.8764 KOps/s	$\color{#d91a1a}-0.21\%$
test_unbind_speed_stack0	60.8099ms	5.1128ms	195.5878 Ops/s	193.5987 Ops/s	$\color{#35bf28}+1.03\%$
test_unbind_speed_stack1	1.9070μs	0.5240μs	1.9083 MOps/s	1.9067 MOps/s	$\color{#35bf28}+0.08\%$
test_split	54.4191ms	1.7984ms	556.0382 Ops/s	557.8280 Ops/s	$\color{#d91a1a}-0.32\%$
test_chunk	54.0103ms	1.7860ms	559.8984 Ops/s	563.1535 Ops/s	$\color{#d91a1a}-0.58\%$
test_creation[device0]	0.4474ms	0.3065ms	3.2623 KOps/s	3.2607 KOps/s	$\color{#35bf28}+0.05\%$
test_creation[device1]	0.6569ms	0.3190ms	3.1351 KOps/s	3.2216 KOps/s	$\color{#d91a1a}-2.69\%$
test_creation_from_tensor	0.5785ms	0.3353ms	2.9825 KOps/s	2.9838 KOps/s	$\color{#d91a1a}-0.04\%$
test_add_one[memmap_tensor0]	71.1420μs	24.0345μs	41.6069 KOps/s	42.5508 KOps/s	$\color{#d91a1a}-2.22\%$
test_add_one[memmap_tensor1]	0.2096ms	73.1750μs	13.6659 KOps/s	13.8239 KOps/s	$\color{#d91a1a}-1.14\%$
test_contiguous[memmap_tensor0]	0.1329ms	5.7846μs	172.8731 KOps/s	173.0882 KOps/s	$\color{#d91a1a}-0.12\%$
test_contiguous[memmap_tensor1]	0.2060ms	21.6539μs	46.1811 KOps/s	46.1244 KOps/s	$\color{#35bf28}+0.12\%$
test_stack[memmap_tensor0]	50.5910μs	19.8331μs	50.4207 KOps/s	47.0390 KOps/s	$\textbf{\color{#35bf28}+7.19\%}$
test_stack[memmap_tensor1]	0.2130ms	73.9420μs	13.5241 KOps/s	13.6234 KOps/s	$\color{#d91a1a}-0.73\%$
test_memmaptd_index	0.4590ms	0.4141ms	2.4152 KOps/s	2.3387 KOps/s	$\color{#35bf28}+3.27\%$
test_memmaptd_index_astensor	0.5812ms	0.4721ms	2.1181 KOps/s	2.0598 KOps/s	$\color{#35bf28}+2.83\%$
test_memmaptd_index_op	0.8587ms	0.7290ms	1.3717 KOps/s	1.3507 KOps/s	$\color{#35bf28}+1.56\%$
test_reshape_pytree	43.6400μs	20.8279μs	48.0125 KOps/s	47.7037 KOps/s	$\color{#35bf28}+0.65\%$
test_reshape_td	48.8610μs	28.6188μs	34.9421 KOps/s	34.1756 KOps/s	$\color{#35bf28}+2.24\%$
test_view_pytree	46.9210μs	20.8062μs	48.0625 KOps/s	48.3572 KOps/s	$\color{#d91a1a}-0.61\%$
test_view_td	23.2600μs	4.0779μs	245.2242 KOps/s	247.9009 KOps/s	$\color{#d91a1a}-1.08\%$
test_unbind_pytree	48.9100μs	26.0002μs	38.4612 KOps/s	38.4710 KOps/s	$\color{#d91a1a}-0.03\%$
test_unbind_td	87.7810μs	55.0858μs	18.1535 KOps/s	18.1680 KOps/s	$\color{#d91a1a}-0.08\%$
test_split_pytree	0.7391ms	24.4786μs	40.8521 KOps/s	41.8977 KOps/s	$\color{#d91a1a}-2.50\%$
test_split_td	0.1388ms	43.7536μs	22.8552 KOps/s	23.1908 KOps/s	$\color{#d91a1a}-1.45\%$
test_add_pytree	59.5910μs	32.4435μs	30.8228 KOps/s	31.3741 KOps/s	$\color{#d91a1a}-1.76\%$
test_add_td	91.2910μs	41.5364μs	24.0753 KOps/s	23.7375 KOps/s	$\color{#35bf28}+1.42\%$
test_distributed	38.8210μs	5.5848μs	179.0568 KOps/s	180.4494 KOps/s	$\color{#d91a1a}-0.77\%$
test_tdmodule	37.5600μs	15.9787μs	62.5832 KOps/s	61.2766 KOps/s	$\color{#35bf28}+2.13\%$
test_tdmodule_dispatch	0.2290ms	31.4258μs	31.8210 KOps/s	31.7589 KOps/s	$\color{#35bf28}+0.20\%$
test_tdseq	34.7000μs	19.0994μs	52.3577 KOps/s	51.7748 KOps/s	$\color{#35bf28}+1.13\%$
test_tdseq_dispatch	0.1329ms	33.9296μs	29.4728 KOps/s	28.8548 KOps/s	$\color{#35bf28}+2.14\%$
test_instantiation_functorch	1.8269ms	1.6731ms	597.7097 Ops/s	590.4721 Ops/s	$\color{#35bf28}+1.23\%$
test_instantiation_td	1.9462ms	1.1650ms	858.3782 Ops/s	844.0819 Ops/s	$\color{#35bf28}+1.69\%$
test_exec_functorch	0.3461ms	0.1585ms	6.3076 KOps/s	6.2896 KOps/s	$\color{#35bf28}+0.29\%$
test_exec_functional_call	0.3556ms	0.1552ms	6.4433 KOps/s	6.3520 KOps/s	$\color{#35bf28}+1.44\%$
test_exec_td	0.3506ms	0.1488ms	6.7226 KOps/s	6.6748 KOps/s	$\color{#35bf28}+0.72\%$
test_exec_td_decorator	0.9368ms	0.2184ms	4.5794 KOps/s	5.1882 KOps/s	$\textbf{\color{#d91a1a}-11.74\%}$
test_vmap_mlp_speed[True-True]	1.2830ms	1.0612ms	942.3722 Ops/s	932.0509 Ops/s	$\color{#35bf28}+1.11\%$
test_vmap_mlp_speed[True-False]	0.7631ms	0.6030ms	1.6583 KOps/s	1.5632 KOps/s	$\textbf{\color{#35bf28}+6.08\%}$
test_vmap_mlp_speed[False-True]	1.1351ms	0.9746ms	1.0261 KOps/s	961.3071 Ops/s	$\textbf{\color{#35bf28}+6.74\%}$
test_vmap_mlp_speed[False-False]	0.6846ms	0.5420ms	1.8450 KOps/s	1.7531 KOps/s	$\textbf{\color{#35bf28}+5.24\%}$
test_vmap_mlp_speed_decorator[True-True]	2.6452ms	1.7750ms	563.3958 Ops/s	489.3329 Ops/s	$\textbf{\color{#35bf28}+15.14\%}$
test_vmap_mlp_speed_decorator[True-False]	1.1256ms	0.6787ms	1.4735 KOps/s	1.5094 KOps/s	$\color{#d91a1a}-2.38\%$
test_vmap_mlp_speed_decorator[False-True]	2.0740ms	1.5948ms	627.0311 Ops/s	564.6522 Ops/s	$\textbf{\color{#35bf28}+11.05\%}$
test_vmap_mlp_speed_decorator[False-False]	1.0252ms	0.5823ms	1.7174 KOps/s	1.7621 KOps/s	$\color{#d91a1a}-2.54\%$
test_vmap_transformer_speed[True-True]	12.7956ms	12.4941ms	80.0377 Ops/s	79.0104 Ops/s	$\color{#35bf28}+1.30\%$
test_vmap_transformer_speed[True-False]	8.5489ms	8.2418ms	121.3322 Ops/s	120.5423 Ops/s	$\color{#35bf28}+0.66\%$
test_vmap_transformer_speed[False-True]	12.9465ms	12.4581ms	80.2690 Ops/s	80.3188 Ops/s	$\color{#d91a1a}-0.06\%$
test_vmap_transformer_speed[False-False]	8.4831ms	8.1721ms	122.3675 Ops/s	121.3346 Ops/s	$\color{#35bf28}+0.85\%$
test_vmap_transformer_speed_decorator[True-True]	44.0502ms	42.5822ms	23.4840 Ops/s	15.5370 Ops/s	$\textbf{\color{#35bf28}+51.15\%}$
test_vmap_transformer_speed_decorator[True-False]	97.8755ms	21.8219ms	45.8255 Ops/s	49.5822 Ops/s	$\textbf{\color{#d91a1a}-7.58\%}$
test_vmap_transformer_speed_decorator[False-True]	42.9305ms	41.9770ms	23.8225 Ops/s	15.8005 Ops/s	$\textbf{\color{#35bf28}+50.77\%}$
test_vmap_transformer_speed_decorator[False-False]	0.1048s	21.5819ms	46.3350 Ops/s	50.5316 Ops/s	$\textbf{\color{#d91a1a}-8.30\%}$