[BugFix] Fix wheels

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

Total Benchmarks: 144. Improved: $\large\color{#35bf28}9$. Worsened: $\large\color{#d91a1a}5$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	37.8300μs	17.1571μs	58.2848 KOps/s	58.9564 KOps/s	$\color{#d91a1a}-1.14\%$
test_plain_set_stack_nested	43.5620μs	17.3883μs	57.5099 KOps/s	58.0029 KOps/s	$\color{#d91a1a}-0.85\%$
test_plain_set_nested_inplace	56.4150μs	19.8298μs	50.4291 KOps/s	51.3320 KOps/s	$\color{#d91a1a}-1.76\%$
test_plain_set_stack_nested_inplace	48.5410μs	19.7488μs	50.6360 KOps/s	51.9336 KOps/s	$\color{#d91a1a}-2.50\%$
test_items	29.4850μs	2.5963μs	385.1645 KOps/s	363.7849 KOps/s	$\textbf{\color{#35bf28}+5.88\%}$
test_items_nested	0.5126ms	0.2701ms	3.7021 KOps/s	3.6184 KOps/s	$\color{#35bf28}+2.31\%$
test_items_nested_locked	0.3956ms	0.2719ms	3.6775 KOps/s	3.6062 KOps/s	$\color{#35bf28}+1.98\%$
test_items_nested_leaf	0.1641ms	78.6958μs	12.7072 KOps/s	12.6450 KOps/s	$\color{#35bf28}+0.49\%$
test_items_stack_nested	0.6125ms	0.2741ms	3.6485 KOps/s	3.5614 KOps/s	$\color{#35bf28}+2.45\%$
test_items_stack_nested_leaf	0.1659ms	81.0368μs	12.3401 KOps/s	12.7045 KOps/s	$\color{#d91a1a}-2.87\%$
test_items_stack_nested_locked	0.5566ms	0.2720ms	3.6761 KOps/s	3.5844 KOps/s	$\color{#35bf28}+2.56\%$
test_keys	23.0330μs	3.8237μs	261.5277 KOps/s	246.2930 KOps/s	$\textbf{\color{#35bf28}+6.19\%}$
test_keys_nested	0.2555ms	0.1391ms	7.1874 KOps/s	7.1906 KOps/s	$\color{#d91a1a}-0.04\%$
test_keys_nested_locked	0.6893ms	0.1440ms	6.9420 KOps/s	6.9526 KOps/s	$\color{#d91a1a}-0.15\%$
test_keys_nested_leaf	0.2126ms	0.1192ms	8.3924 KOps/s	8.5472 KOps/s	$\color{#d91a1a}-1.81\%$
test_keys_stack_nested	0.2886ms	0.1388ms	7.2072 KOps/s	7.2189 KOps/s	$\color{#d91a1a}-0.16\%$
test_keys_stack_nested_leaf	0.2310ms	0.1174ms	8.5154 KOps/s	8.5004 KOps/s	$\color{#35bf28}+0.18\%$
test_keys_stack_nested_locked	0.2402ms	0.1433ms	6.9791 KOps/s	6.9952 KOps/s	$\color{#d91a1a}-0.23\%$
test_values	9.9538μs	1.1580μs	863.5671 KOps/s	876.3181 KOps/s	$\color{#d91a1a}-1.46\%$
test_values_nested	93.1040μs	51.3058μs	19.4910 KOps/s	19.8287 KOps/s	$\color{#d91a1a}-1.70\%$
test_values_nested_locked	92.5030μs	51.6032μs	19.3786 KOps/s	19.7143 KOps/s	$\color{#d91a1a}-1.70\%$
test_values_nested_leaf	0.1166ms	46.2247μs	21.6334 KOps/s	21.8632 KOps/s	$\color{#d91a1a}-1.05\%$
test_values_stack_nested	96.4810μs	51.6785μs	19.3504 KOps/s	19.7621 KOps/s	$\color{#d91a1a}-2.08\%$
test_values_stack_nested_leaf	89.7680μs	46.1062μs	21.6890 KOps/s	21.9664 KOps/s	$\color{#d91a1a}-1.26\%$
test_values_stack_nested_locked	0.1127ms	51.0096μs	19.6041 KOps/s	20.0742 KOps/s	$\color{#d91a1a}-2.34\%$
test_membership	14.9380μs	1.3577μs	736.5406 KOps/s	744.5049 KOps/s	$\color{#d91a1a}-1.07\%$
test_membership_nested	27.2410μs	3.4534μs	289.5707 KOps/s	288.6814 KOps/s	$\color{#35bf28}+0.31\%$
test_membership_nested_leaf	34.2340μs	3.4441μs	290.3520 KOps/s	291.9745 KOps/s	$\color{#d91a1a}-0.56\%$
test_membership_stacked_nested	25.3480μs	3.4053μs	293.6632 KOps/s	296.7860 KOps/s	$\color{#d91a1a}-1.05\%$
test_membership_stacked_nested_leaf	20.7690μs	3.4160μs	292.7399 KOps/s	293.8297 KOps/s	$\color{#d91a1a}-0.37\%$
test_membership_nested_last	30.3260μs	4.2492μs	235.3384 KOps/s	240.4265 KOps/s	$\color{#d91a1a}-2.12\%$
test_membership_nested_leaf_last	34.0940μs	4.1856μs	238.9151 KOps/s	239.2006 KOps/s	$\color{#d91a1a}-0.12\%$
test_membership_stacked_nested_last	43.1410μs	4.1872μs	238.8250 KOps/s	243.8683 KOps/s	$\color{#d91a1a}-2.07\%$
test_membership_stacked_nested_leaf_last	55.8140μs	4.2121μs	237.4099 KOps/s	242.3558 KOps/s	$\color{#d91a1a}-2.04\%$
test_nested_getleaf	57.5520μs	10.7670μs	92.8767 KOps/s	94.6377 KOps/s	$\color{#d91a1a}-1.86\%$
test_nested_get	35.5660μs	10.1103μs	98.9090 KOps/s	98.7487 KOps/s	$\color{#35bf28}+0.16\%$
test_stacked_getleaf	33.2620μs	10.7868μs	92.7060 KOps/s	94.7351 KOps/s	$\color{#d91a1a}-2.14\%$
test_stacked_get	31.5490μs	10.1706μs	98.3227 KOps/s	99.4156 KOps/s	$\color{#d91a1a}-1.10\%$
test_nested_getitemleaf	29.7450μs	11.3270μs	88.2846 KOps/s	89.6496 KOps/s	$\color{#d91a1a}-1.52\%$
test_nested_getitem	36.7880μs	10.4441μs	95.7481 KOps/s	96.6070 KOps/s	$\color{#d91a1a}-0.89\%$
test_stacked_getitemleaf	47.6900μs	11.1530μs	89.6619 KOps/s	88.9562 KOps/s	$\color{#35bf28}+0.79\%$
test_stacked_getitem	42.3600μs	10.3196μs	96.9025 KOps/s	96.4702 KOps/s	$\color{#35bf28}+0.45\%$
test_lock_nested	53.0733ms	0.3862ms	2.5894 KOps/s	2.9028 KOps/s	$\textbf{\color{#d91a1a}-10.80\%}$
test_lock_stack_nested	0.3809ms	0.3022ms	3.3095 KOps/s	3.2039 KOps/s	$\color{#35bf28}+3.30\%$
test_unlock_nested	0.7893ms	0.3384ms	2.9550 KOps/s	2.8517 KOps/s	$\color{#35bf28}+3.63\%$
test_unlock_stack_nested	0.5958ms	0.3103ms	3.2227 KOps/s	3.1150 KOps/s	$\color{#35bf28}+3.46\%$
test_flatten_speed	0.2449ms	98.2774μs	10.1753 KOps/s	10.2752 KOps/s	$\color{#d91a1a}-0.97\%$
test_unflatten_speed	0.7399ms	0.4071ms	2.4564 KOps/s	2.4766 KOps/s	$\color{#d91a1a}-0.81\%$
test_common_ops	1.5824ms	0.7322ms	1.3657 KOps/s	1.3558 KOps/s	$\color{#35bf28}+0.73\%$
test_creation	18.6450μs	1.8776μs	532.6034 KOps/s	530.2769 KOps/s	$\color{#35bf28}+0.44\%$
test_creation_empty	62.6270μs	11.5579μs	86.5206 KOps/s	88.9782 KOps/s	$\color{#d91a1a}-2.76\%$
test_creation_nested_1	0.1422ms	14.2198μs	70.3245 KOps/s	70.9767 KOps/s	$\color{#d91a1a}-0.92\%$
test_creation_nested_2	58.2490μs	17.6739μs	56.5806 KOps/s	58.2509 KOps/s	$\color{#d91a1a}-2.87\%$
test_clone	0.2347ms	12.7467μs	78.4514 KOps/s	75.7821 KOps/s	$\color{#35bf28}+3.52\%$
test_getitem[int]	76.4970μs	10.8373μs	92.2740 KOps/s	87.7076 KOps/s	$\textbf{\color{#35bf28}+5.21\%}$
test_getitem[slice_int]	67.0350μs	21.7173μs	46.0463 KOps/s	44.8398 KOps/s	$\color{#35bf28}+2.69\%$
test_getitem[range]	87.3930μs	60.1804μs	16.6167 KOps/s	16.4387 KOps/s	$\color{#35bf28}+1.08\%$
test_getitem[tuple]	47.9090μs	17.8544μs	56.0085 KOps/s	53.8716 KOps/s	$\color{#35bf28}+3.97\%$
test_getitem[list]	0.1670ms	37.6757μs	26.5423 KOps/s	24.7780 KOps/s	$\textbf{\color{#35bf28}+7.12\%}$
test_setitem_dim[int]	64.2000μs	34.0078μs	29.4050 KOps/s	28.8093 KOps/s	$\color{#35bf28}+2.07\%$
test_setitem_dim[slice_int]	92.4330μs	60.9464μs	16.4079 KOps/s	16.0799 KOps/s	$\color{#35bf28}+2.04\%$
test_setitem_dim[range]	0.1322ms	83.0922μs	12.0348 KOps/s	11.8856 KOps/s	$\color{#35bf28}+1.26\%$
test_setitem_dim[tuple]	96.9320μs	49.0961μs	20.3682 KOps/s	19.7465 KOps/s	$\color{#35bf28}+3.15\%$
test_setitem	59.8120μs	19.6638μs	50.8549 KOps/s	49.8736 KOps/s	$\color{#35bf28}+1.97\%$
test_set	62.2060μs	19.5251μs	51.2162 KOps/s	51.0170 KOps/s	$\color{#35bf28}+0.39\%$
test_set_shared	3.8163ms	0.1477ms	6.7696 KOps/s	6.8350 KOps/s	$\color{#d91a1a}-0.96\%$
test_update	0.1433ms	22.4174μs	44.6081 KOps/s	44.3350 KOps/s	$\color{#35bf28}+0.62\%$
test_update_nested	0.1072ms	31.7079μs	31.5379 KOps/s	32.2635 KOps/s	$\color{#d91a1a}-2.25\%$
test_update__nested	89.7680μs	24.8200μs	40.2902 KOps/s	40.1226 KOps/s	$\color{#35bf28}+0.42\%$
test_set_nested	95.9600μs	21.0250μs	47.5624 KOps/s	46.9139 KOps/s	$\color{#35bf28}+1.38\%$
test_set_nested_new	87.0830μs	25.0524μs	39.9163 KOps/s	38.9633 KOps/s	$\color{#35bf28}+2.45\%$
test_select	0.1238ms	39.8894μs	25.0693 KOps/s	24.1585 KOps/s	$\color{#35bf28}+3.77\%$
test_select_nested	0.1486ms	57.4740μs	17.3992 KOps/s	16.8430 KOps/s	$\color{#35bf28}+3.30\%$
test_exclude_nested	0.2590ms	0.1207ms	8.2825 KOps/s	8.4060 KOps/s	$\color{#d91a1a}-1.47\%$
test_empty[True]	0.8579ms	0.3989ms	2.5070 KOps/s	2.5090 KOps/s	$\color{#d91a1a}-0.08\%$
test_empty[False]	5.4362μs	1.0480μs	954.2085 KOps/s	851.9516 KOps/s	$\textbf{\color{#35bf28}+12.00\%}$
test_unbind_speed	1.8202ms	0.2474ms	4.0425 KOps/s	3.9262 KOps/s	$\color{#35bf28}+2.96\%$
test_unbind_speed_stack0	0.4720ms	0.2434ms	4.1079 KOps/s	3.9418 KOps/s	$\color{#35bf28}+4.21\%$
test_unbind_speed_stack1	78.5300ms	0.7347ms	1.3611 KOps/s	1.3489 KOps/s	$\color{#35bf28}+0.91\%$
test_split	74.5628ms	1.6039ms	623.4856 Ops/s	624.0840 Ops/s	$\color{#d91a1a}-0.10\%$
test_chunk	76.8229ms	1.6043ms	623.3212 Ops/s	620.1291 Ops/s	$\color{#35bf28}+0.51\%$
test_creation[device0]	0.2757ms	86.1491μs	11.6078 KOps/s	11.8368 KOps/s	$\color{#d91a1a}-1.93\%$
test_creation_from_tensor	3.6214ms	87.4344μs	11.4372 KOps/s	11.4513 KOps/s	$\color{#d91a1a}-0.12\%$
test_add_one[memmap_tensor0]	89.8380μs	5.2334μs	191.0816 KOps/s	189.8401 KOps/s	$\color{#35bf28}+0.65\%$
test_contiguous[memmap_tensor0]	14.3460μs	0.6238μs	1.6030 MOps/s	1.6044 MOps/s	$\color{#d91a1a}-0.09\%$
test_stack[memmap_tensor0]	29.3950μs	3.5228μs	283.8641 KOps/s	284.9494 KOps/s	$\color{#d91a1a}-0.38\%$
test_memmaptd_index	1.0450ms	0.2502ms	3.9976 KOps/s	3.9576 KOps/s	$\color{#35bf28}+1.01\%$
test_memmaptd_index_astensor	0.9495ms	0.3297ms	3.0331 KOps/s	3.0776 KOps/s	$\color{#d91a1a}-1.44\%$
test_memmaptd_index_op	1.7043ms	0.6177ms	1.6189 KOps/s	1.6081 KOps/s	$\color{#35bf28}+0.68\%$
test_serialize_model	0.1683s	0.1070s	9.3433 Ops/s	9.3802 Ops/s	$\color{#d91a1a}-0.39\%$
test_serialize_model_pickle	0.4481s	0.3786s	2.6412 Ops/s	2.6234 Ops/s	$\color{#35bf28}+0.68\%$
test_serialize_weights	0.1053s	99.0472ms	10.0962 Ops/s	9.1649 Ops/s	$\textbf{\color{#35bf28}+10.16\%}$
test_serialize_weights_returnearly	0.1292s	0.1215s	8.2289 Ops/s	8.2572 Ops/s	$\color{#d91a1a}-0.34\%$
test_serialize_weights_pickle	0.7547s	0.5060s	1.9764 Ops/s	2.4217 Ops/s	$\textbf{\color{#d91a1a}-18.39\%}$
test_serialize_weights_filesystem	0.1569s	99.6076ms	10.0394 Ops/s	9.7015 Ops/s	$\color{#35bf28}+3.48\%$
test_serialize_model_filesystem	0.1047s	95.0253ms	10.5235 Ops/s	10.3420 Ops/s	$\color{#35bf28}+1.75\%$
test_reshape_pytree	70.2420μs	25.2116μs	39.6643 KOps/s	39.4274 KOps/s	$\color{#35bf28}+0.60\%$
test_reshape_td	79.0280μs	33.7201μs	29.6559 KOps/s	29.2258 KOps/s	$\color{#35bf28}+1.47\%$
test_view_pytree	69.7410μs	25.1434μs	39.7719 KOps/s	39.4547 KOps/s	$\color{#35bf28}+0.80\%$
test_view_td	90.3590μs	38.6733μs	25.8576 KOps/s	25.8241 KOps/s	$\color{#35bf28}+0.13\%$
test_unbind_pytree	77.5560μs	29.2011μs	34.2453 KOps/s	34.0264 KOps/s	$\color{#35bf28}+0.64\%$
test_unbind_td	0.4233ms	36.3680μs	27.4967 KOps/s	26.2811 KOps/s	$\color{#35bf28}+4.63\%$
test_split_pytree	73.0370μs	28.7446μs	34.7891 KOps/s	34.5240 KOps/s	$\color{#35bf28}+0.77\%$
test_split_td	0.1239ms	39.2608μs	25.4707 KOps/s	25.0756 KOps/s	$\color{#35bf28}+1.58\%$
test_add_pytree	80.2700μs	33.7300μs	29.6472 KOps/s	29.2765 KOps/s	$\color{#35bf28}+1.27\%$
test_add_td	0.1162ms	53.2398μs	18.7829 KOps/s	18.3011 KOps/s	$\color{#35bf28}+2.63\%$
test_distributed	0.2165ms	0.1020ms	9.8016 KOps/s	9.6870 KOps/s	$\color{#35bf28}+1.18\%$
test_tdmodule	90.4990μs	18.4298μs	54.2599 KOps/s	53.2364 KOps/s	$\color{#35bf28}+1.92\%$
test_tdmodule_dispatch	63.9400μs	36.0092μs	27.7706 KOps/s	27.5505 KOps/s	$\color{#35bf28}+0.80\%$
test_tdseq	39.0230μs	21.4867μs	46.5403 KOps/s	43.6303 KOps/s	$\textbf{\color{#35bf28}+6.67\%}$
test_tdseq_dispatch	83.9770μs	42.3995μs	23.5852 KOps/s	23.4228 KOps/s	$\color{#35bf28}+0.69\%$
test_instantiation_functorch	1.4389ms	1.3162ms	759.7881 Ops/s	777.8161 Ops/s	$\color{#d91a1a}-2.32\%$
test_instantiation_td	74.9619ms	1.1292ms	885.5926 Ops/s	998.0708 Ops/s	$\textbf{\color{#d91a1a}-11.27\%}$
test_exec_functorch	0.2518ms	0.1592ms	6.2802 KOps/s	6.1117 KOps/s	$\color{#35bf28}+2.76\%$
test_exec_functional_call	0.2933ms	0.1490ms	6.7101 KOps/s	6.5938 KOps/s	$\color{#35bf28}+1.76\%$
test_exec_td	0.2395ms	0.1424ms	7.0240 KOps/s	6.8462 KOps/s	$\color{#35bf28}+2.60\%$
test_exec_td_decorator	0.8729ms	0.2218ms	4.5079 KOps/s	4.5114 KOps/s	$\color{#d91a1a}-0.08\%$
test_vmap_mlp_speed[True-True]	0.6326ms	0.4913ms	2.0354 KOps/s	2.0609 KOps/s	$\color{#d91a1a}-1.24\%$
test_vmap_mlp_speed[True-False]	0.6796ms	0.4882ms	2.0482 KOps/s	2.0528 KOps/s	$\color{#d91a1a}-0.22\%$
test_vmap_mlp_speed[False-True]	0.6707ms	0.3953ms	2.5296 KOps/s	2.5401 KOps/s	$\color{#d91a1a}-0.41\%$
test_vmap_mlp_speed[False-False]	0.7717ms	0.3965ms	2.5218 KOps/s	2.5519 KOps/s	$\color{#d91a1a}-1.18\%$
test_vmap_mlp_speed_decorator[True-True]	1.0744ms	0.5658ms	1.7674 KOps/s	1.7918 KOps/s	$\color{#d91a1a}-1.36\%$
test_vmap_mlp_speed_decorator[True-False]	0.8871ms	0.5653ms	1.7690 KOps/s	1.7894 KOps/s	$\color{#d91a1a}-1.14\%$
test_vmap_mlp_speed_decorator[False-True]	0.7110ms	0.4558ms	2.1941 KOps/s	2.1775 KOps/s	$\color{#35bf28}+0.76\%$
test_vmap_mlp_speed_decorator[False-False]	0.7696ms	0.4602ms	2.1732 KOps/s	2.1880 KOps/s	$\color{#d91a1a}-0.68\%$
test_to_module_speed[True]	1.9641ms	1.6929ms	590.7122 Ops/s	599.9929 Ops/s	$\color{#d91a1a}-1.55\%$
test_to_module_speed[False]	1.8165ms	1.6585ms	602.9553 Ops/s	608.6518 Ops/s	$\color{#d91a1a}-0.94\%$
test_tc_init	0.1104ms	61.0585μs	16.3777 KOps/s	16.9801 KOps/s	$\color{#d91a1a}-3.55\%$
test_tc_init_nested	0.2894ms	0.1161ms	8.6149 KOps/s	8.4628 KOps/s	$\color{#35bf28}+1.80\%$
test_tc_first_layer_tensor	29.0640μs	8.4894μs	117.7935 KOps/s	120.7952 KOps/s	$\color{#d91a1a}-2.48\%$
test_tc_first_layer_nontensor	30.1570μs	8.3678μs	119.5062 KOps/s	120.3956 KOps/s	$\color{#d91a1a}-0.74\%$
test_tc_second_layer_tensor	0.1087ms	2.6376μs	379.1342 KOps/s	402.1792 KOps/s	$\textbf{\color{#d91a1a}-5.73\%}$
test_tc_second_layer_nontensor	35.0760μs	9.5091μs	105.1624 KOps/s	109.2087 KOps/s	$\color{#d91a1a}-3.71\%$
test_unbind	90.7102ms	14.8484ms	67.3473 Ops/s	108.4917 Ops/s	$\textbf{\color{#d91a1a}-37.92\%}$
test_full_like	9.7073ms	7.7603ms	128.8611 Ops/s	84.2686 Ops/s	$\textbf{\color{#35bf28}+52.92\%}$
test_zeros_like	15.1264ms	6.1405ms	162.8535 Ops/s	159.9881 Ops/s	$\color{#35bf28}+1.79\%$
test_ones_like	13.5298ms	6.4008ms	156.2308 Ops/s	155.0665 Ops/s	$\color{#35bf28}+0.75\%$
test_clone	15.9519ms	8.4392ms	118.4941 Ops/s	116.4902 Ops/s	$\color{#35bf28}+1.72\%$
test_squeeze	0.1466ms	13.3461μs	74.9284 KOps/s	76.7759 KOps/s	$\color{#d91a1a}-2.41\%$
test_unsqueeze	0.1744ms	97.0523μs	10.3037 KOps/s	9.9654 KOps/s	$\color{#35bf28}+3.40\%$
test_split	0.4997ms	0.2757ms	3.6266 KOps/s	3.5952 KOps/s	$\color{#35bf28}+0.87\%$
test_permute	0.4437ms	0.2194ms	4.5576 KOps/s	4.4764 KOps/s	$\color{#35bf28}+1.81\%$
test_stack	33.6485ms	24.4114ms	40.9645 Ops/s	40.9179 Ops/s	$\color{#35bf28}+0.11\%$
test_cat	28.7371ms	22.8525ms	43.7590 Ops/s	41.1223 Ops/s	$\textbf{\color{#35bf28}+6.41\%}$

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

Total Benchmarks: 152. Improved: $\large\color{#35bf28}2$. Worsened: $\large\color{#d91a1a}10$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	32.1200μs	12.5403μs	79.7429 KOps/s	82.4244 KOps/s	$\color{#d91a1a}-3.25\%$
test_plain_set_stack_nested	31.6300μs	12.4874μs	80.0806 KOps/s	82.2607 KOps/s	$\color{#d91a1a}-2.65\%$
test_plain_set_nested_inplace	41.1200μs	13.7016μs	72.9844 KOps/s	74.6172 KOps/s	$\color{#d91a1a}-2.19\%$
test_plain_set_stack_nested_inplace	44.6110μs	13.9241μs	71.8179 KOps/s	74.4182 KOps/s	$\color{#d91a1a}-3.49\%$
test_items	19.8310μs	4.6144μs	216.7135 KOps/s	216.4212 KOps/s	$\color{#35bf28}+0.14\%$
test_items_nested	0.4021ms	0.3428ms	2.9168 KOps/s	2.9776 KOps/s	$\color{#d91a1a}-2.04\%$
test_items_nested_locked	0.4077ms	0.3551ms	2.8162 KOps/s	2.9397 KOps/s	$\color{#d91a1a}-4.20\%$
test_items_nested_leaf	0.1077ms	82.5224μs	12.1179 KOps/s	12.1749 KOps/s	$\color{#d91a1a}-0.47\%$
test_items_stack_nested	0.3983ms	0.3429ms	2.9162 KOps/s	2.9312 KOps/s	$\color{#d91a1a}-0.51\%$
test_items_stack_nested_leaf	0.1067ms	84.5686μs	11.8247 KOps/s	11.8783 KOps/s	$\color{#d91a1a}-0.45\%$
test_items_stack_nested_locked	0.4024ms	0.3454ms	2.8953 KOps/s	2.9107 KOps/s	$\color{#d91a1a}-0.53\%$
test_keys	21.7500μs	4.3708μs	228.7905 KOps/s	228.9421 KOps/s	$\color{#d91a1a}-0.07\%$
test_keys_nested	95.3110μs	68.5510μs	14.5877 KOps/s	14.8792 KOps/s	$\color{#d91a1a}-1.96\%$
test_keys_nested_locked	2.3551ms	74.9331μs	13.3452 KOps/s	13.1872 KOps/s	$\color{#35bf28}+1.20\%$
test_keys_nested_leaf	83.1310μs	59.9307μs	16.6859 KOps/s	16.8099 KOps/s	$\color{#d91a1a}-0.74\%$
test_keys_stack_nested	98.9720μs	69.2767μs	14.4349 KOps/s	14.3551 KOps/s	$\color{#35bf28}+0.56\%$
test_keys_stack_nested_leaf	86.3110μs	59.6913μs	16.7529 KOps/s	16.7370 KOps/s	$\color{#35bf28}+0.10\%$
test_keys_stack_nested_locked	0.1009ms	74.4940μs	13.4239 KOps/s	13.3039 KOps/s	$\color{#35bf28}+0.90\%$
test_values	11.5555μs	1.8076μs	553.2165 KOps/s	549.3754 KOps/s	$\color{#35bf28}+0.70\%$
test_values_nested	54.7710μs	35.5826μs	28.1036 KOps/s	28.6254 KOps/s	$\color{#d91a1a}-1.82\%$
test_values_nested_locked	70.3110μs	37.2122μs	26.8729 KOps/s	26.8891 KOps/s	$\color{#d91a1a}-0.06\%$
test_values_nested_leaf	55.7610μs	31.5216μs	31.7243 KOps/s	32.1683 KOps/s	$\color{#d91a1a}-1.38\%$
test_values_stack_nested	70.2100μs	36.0577μs	27.7333 KOps/s	27.9717 KOps/s	$\color{#d91a1a}-0.85\%$
test_values_stack_nested_leaf	55.1710μs	32.4442μs	30.8222 KOps/s	31.5489 KOps/s	$\color{#d91a1a}-2.30\%$
test_values_stack_nested_locked	58.0410μs	37.6945μs	26.5291 KOps/s	26.4303 KOps/s	$\color{#35bf28}+0.37\%$
test_membership	3.2059μs	0.7280μs	1.3736 MOps/s	1.1918 MOps/s	$\textbf{\color{#35bf28}+15.25\%}$
test_membership_nested	24.4510μs	2.5431μs	393.2243 KOps/s	397.6289 KOps/s	$\color{#d91a1a}-1.11\%$
test_membership_nested_leaf	22.7010μs	2.5329μs	394.7972 KOps/s	392.4935 KOps/s	$\color{#35bf28}+0.59\%$
test_membership_stacked_nested	42.2510μs	2.5230μs	396.3475 KOps/s	391.1953 KOps/s	$\color{#35bf28}+1.32\%$
test_membership_stacked_nested_leaf	22.8610μs	2.5261μs	395.8707 KOps/s	393.0860 KOps/s	$\color{#35bf28}+0.71\%$
test_membership_nested_last	23.5310μs	3.0426μs	328.6611 KOps/s	328.7851 KOps/s	$\color{#d91a1a}-0.04\%$
test_membership_nested_leaf_last	22.3100μs	3.0441μs	328.5031 KOps/s	329.0815 KOps/s	$\color{#d91a1a}-0.18\%$
test_membership_stacked_nested_last	24.0000μs	3.0977μs	322.8206 KOps/s	325.0909 KOps/s	$\color{#d91a1a}-0.70\%$
test_membership_stacked_nested_leaf_last	21.2400μs	3.0302μs	330.0161 KOps/s	326.4070 KOps/s	$\color{#35bf28}+1.11\%$
test_nested_getleaf	26.1710μs	8.3007μs	120.4722 KOps/s	119.3701 KOps/s	$\color{#35bf28}+0.92\%$
test_nested_get	31.2110μs	7.8150μs	127.9583 KOps/s	128.0467 KOps/s	$\color{#d91a1a}-0.07\%$
test_stacked_getleaf	28.0700μs	8.3691μs	119.4877 KOps/s	119.5418 KOps/s	$\color{#d91a1a}-0.05\%$
test_stacked_get	28.7900μs	8.0151μs	124.7647 KOps/s	127.5827 KOps/s	$\color{#d91a1a}-2.21\%$
test_nested_getitemleaf	28.1200μs	8.5438μs	117.0444 KOps/s	117.6237 KOps/s	$\color{#d91a1a}-0.49\%$
test_nested_getitem	26.9910μs	8.0189μs	124.7049 KOps/s	125.1578 KOps/s	$\color{#d91a1a}-0.36\%$
test_stacked_getitemleaf	27.7490μs	8.5788μs	116.5666 KOps/s	117.4012 KOps/s	$\color{#d91a1a}-0.71\%$
test_stacked_getitem	26.2410μs	7.9828μs	125.2692 KOps/s	125.3258 KOps/s	$\color{#d91a1a}-0.05\%$
test_lock_nested	58.4324ms	0.3957ms	2.5271 KOps/s	2.5283 KOps/s	$\color{#d91a1a}-0.05\%$
test_lock_stack_nested	0.3250ms	0.2925ms	3.4193 KOps/s	3.4391 KOps/s	$\color{#d91a1a}-0.58\%$
test_unlock_nested	60.5241ms	0.3976ms	2.5148 KOps/s	2.5338 KOps/s	$\color{#d91a1a}-0.75\%$
test_unlock_stack_nested	0.3655ms	0.3013ms	3.3186 KOps/s	3.3425 KOps/s	$\color{#d91a1a}-0.71\%$
test_flatten_speed	0.4040ms	0.1012ms	9.8797 KOps/s	9.7892 KOps/s	$\color{#35bf28}+0.92\%$
test_unflatten_speed	0.3380ms	0.2891ms	3.4596 KOps/s	3.5001 KOps/s	$\color{#d91a1a}-1.16\%$
test_common_ops	1.0177ms	0.5607ms	1.7836 KOps/s	1.8169 KOps/s	$\color{#d91a1a}-1.83\%$
test_creation	39.3300μs	1.5937μs	627.4615 KOps/s	641.3189 KOps/s	$\color{#d91a1a}-2.16\%$
test_creation_empty	29.9010μs	7.7427μs	129.1541 KOps/s	137.2612 KOps/s	$\textbf{\color{#d91a1a}-5.91\%}$
test_creation_nested_1	34.7800μs	9.5239μs	104.9985 KOps/s	111.0567 KOps/s	$\textbf{\color{#d91a1a}-5.45\%}$
test_creation_nested_2	34.1410μs	11.6355μs	85.9442 KOps/s	88.7792 KOps/s	$\color{#d91a1a}-3.19\%$
test_clone	64.0520μs	11.2587μs	88.8198 KOps/s	90.9566 KOps/s	$\color{#d91a1a}-2.35\%$
test_getitem[int]	25.4800μs	10.5186μs	95.0696 KOps/s	95.5219 KOps/s	$\color{#d91a1a}-0.47\%$
test_getitem[slice_int]	42.0400μs	19.7384μs	50.6626 KOps/s	50.8211 KOps/s	$\color{#d91a1a}-0.31\%$
test_getitem[range]	64.0510μs	46.2786μs	21.6083 KOps/s	22.3250 KOps/s	$\color{#d91a1a}-3.21\%$
test_getitem[tuple]	41.9310μs	18.1403μs	55.1260 KOps/s	55.1825 KOps/s	$\color{#d91a1a}-0.10\%$
test_getitem[list]	0.1188ms	30.8821μs	32.3812 KOps/s	31.5194 KOps/s	$\color{#35bf28}+2.73\%$
test_setitem_dim[int]	55.1700μs	25.6982μs	38.9133 KOps/s	38.9098 KOps/s	$+0.01\%$
test_setitem_dim[slice_int]	77.3100μs	47.3925μs	21.1004 KOps/s	21.9614 KOps/s	$\color{#d91a1a}-3.92\%$
test_setitem_dim[range]	0.1031ms	65.8670μs	15.1821 KOps/s	16.1102 KOps/s	$\textbf{\color{#d91a1a}-5.76\%}$
test_setitem_dim[tuple]	62.2610μs	39.5350μs	25.2940 KOps/s	24.8272 KOps/s	$\color{#35bf28}+1.88\%$
test_setitem	56.1210μs	15.6985μs	63.7003 KOps/s	66.2969 KOps/s	$\color{#d91a1a}-3.92\%$
test_set	45.8020μs	15.6586μs	63.8625 KOps/s	68.7863 KOps/s	$\textbf{\color{#d91a1a}-7.16\%}$
test_set_shared	1.6817ms	97.0789μs	10.3009 KOps/s	10.2898 KOps/s	$\color{#35bf28}+0.11\%$
test_update	91.9400μs	17.5977μs	56.8257 KOps/s	58.9036 KOps/s	$\color{#d91a1a}-3.53\%$
test_update_nested	53.6600μs	22.5605μs	44.3252 KOps/s	45.5989 KOps/s	$\color{#d91a1a}-2.79\%$
test_update__nested	62.3200μs	21.7430μs	45.9918 KOps/s	47.8661 KOps/s	$\color{#d91a1a}-3.92\%$
test_set_nested	68.4510μs	15.9701μs	62.6170 KOps/s	64.9158 KOps/s	$\color{#d91a1a}-3.54\%$
test_set_nested_new	66.3110μs	18.6061μs	53.7457 KOps/s	55.2783 KOps/s	$\color{#d91a1a}-2.77\%$
test_select	71.5200μs	30.9316μs	32.3294 KOps/s	32.0931 KOps/s	$\color{#35bf28}+0.74\%$
test_select_nested	0.8083ms	52.4747μs	19.0568 KOps/s	19.1988 KOps/s	$\color{#d91a1a}-0.74\%$
test_exclude_nested	0.1435ms	0.1075ms	9.3048 KOps/s	9.0452 KOps/s	$\color{#35bf28}+2.87\%$
test_empty[True]	0.3844ms	0.3474ms	2.8789 KOps/s	2.8827 KOps/s	$\color{#d91a1a}-0.13\%$
test_empty[False]	2.4590μs	0.8007μs	1.2489 MOps/s	1.2399 MOps/s	$\color{#35bf28}+0.73\%$
test_to	90.0710μs	58.3173μs	17.1476 KOps/s	17.4816 KOps/s	$\color{#d91a1a}-1.91\%$
test_to_nonblocking	68.3210μs	35.6244μs	28.0707 KOps/s	28.4772 KOps/s	$\color{#d91a1a}-1.43\%$
test_unbind_speed	0.9339ms	0.2522ms	3.9650 KOps/s	3.9846 KOps/s	$\color{#d91a1a}-0.49\%$
test_unbind_speed_stack0	0.3033ms	0.2533ms	3.9479 KOps/s	3.9381 KOps/s	$\color{#35bf28}+0.25\%$
test_unbind_speed_stack1	75.5660ms	0.7741ms	1.2919 KOps/s	1.2950 KOps/s	$\color{#d91a1a}-0.24\%$
test_split	76.0859ms	1.6148ms	619.2801 Ops/s	616.7657 Ops/s	$\color{#35bf28}+0.41\%$
test_chunk	76.0512ms	1.6091ms	621.4525 Ops/s	614.1972 Ops/s	$\color{#35bf28}+1.18\%$
test_creation[device0]	0.1364ms	56.8046μs	17.6042 KOps/s	17.6634 KOps/s	$\color{#d91a1a}-0.33\%$
test_creation_from_tensor	0.1415ms	53.4060μs	18.7245 KOps/s	19.0173 KOps/s	$\color{#d91a1a}-1.54\%$
test_add_one[memmap_tensor0]	76.5410μs	6.6668μs	149.9977 KOps/s	150.1082 KOps/s	$\color{#d91a1a}-0.07\%$
test_contiguous[memmap_tensor0]	25.0210μs	0.6669μs	1.4994 MOps/s	1.4998 MOps/s	$\color{#d91a1a}-0.03\%$
test_stack[memmap_tensor0]	29.6400μs	4.7668μs	209.7842 KOps/s	213.3941 KOps/s	$\color{#d91a1a}-1.69\%$
test_memmaptd_index	1.2173ms	0.2722ms	3.6744 KOps/s	3.7048 KOps/s	$\color{#d91a1a}-0.82\%$
test_memmaptd_index_astensor	0.6977ms	0.3309ms	3.0218 KOps/s	3.0038 KOps/s	$\color{#35bf28}+0.60\%$
test_memmaptd_index_op	1.0412ms	0.6144ms	1.6277 KOps/s	1.6649 KOps/s	$\color{#d91a1a}-2.23\%$
test_serialize_model	93.2035ms	89.6252ms	11.1576 Ops/s	10.6355 Ops/s	$\color{#35bf28}+4.91\%$
test_serialize_model_pickle	1.3470s	1.2350s	0.8097 Ops/s	0.8090 Ops/s	$\color{#35bf28}+0.09\%$
test_serialize_weights	0.1732s	97.1816ms	10.2900 Ops/s	9.7002 Ops/s	$\textbf{\color{#35bf28}+6.08\%}$
test_serialize_weights_returnearly	0.2500s	74.1243ms	13.4909 Ops/s	13.2709 Ops/s	$\color{#35bf28}+1.66\%$
test_serialize_weights_pickle	1.3518s	1.2477s	0.8015 Ops/s	0.7966 Ops/s	$\color{#35bf28}+0.61\%$
test_reshape_pytree	56.3200μs	25.9765μs	38.4963 KOps/s	38.8156 KOps/s	$\color{#d91a1a}-0.82\%$
test_reshape_td	57.7800μs	32.2457μs	31.0119 KOps/s	31.9239 KOps/s	$\color{#d91a1a}-2.86\%$
test_view_pytree	55.9110μs	26.1277μs	38.2736 KOps/s	39.2819 KOps/s	$\color{#d91a1a}-2.57\%$
test_view_td	0.1698ms	36.3237μs	27.5302 KOps/s	27.5921 KOps/s	$\color{#d91a1a}-0.22\%$
test_unbind_pytree	0.1877ms	32.7946μs	30.4928 KOps/s	31.5464 KOps/s	$\color{#d91a1a}-3.34\%$
test_unbind_td	0.4714ms	39.3285μs	25.4268 KOps/s	24.8119 KOps/s	$\color{#35bf28}+2.48\%$
test_split_pytree	69.5600μs	35.4049μs	28.2447 KOps/s	29.0787 KOps/s	$\color{#d91a1a}-2.87\%$
test_split_td	0.1007ms	38.0000μs	26.3158 KOps/s	26.5001 KOps/s	$\color{#d91a1a}-0.70\%$
test_add_pytree	63.3120μs	37.3766μs	26.7547 KOps/s	26.0014 KOps/s	$\color{#35bf28}+2.90\%$
test_add_td	93.5820μs	48.7282μs	20.5220 KOps/s	20.0106 KOps/s	$\color{#35bf28}+2.56\%$
test_distributed	0.2123ms	69.2265μs	14.4453 KOps/s	13.8834 KOps/s	$\color{#35bf28}+4.05\%$
test_tdmodule	89.8410μs	14.7247μs	67.9133 KOps/s	67.3725 KOps/s	$\color{#35bf28}+0.80\%$
test_tdmodule_dispatch	47.4320μs	27.9854μs	35.7330 KOps/s	35.2737 KOps/s	$\color{#35bf28}+1.30\%$
test_tdseq	36.0200μs	16.1132μs	62.0610 KOps/s	61.8742 KOps/s	$\color{#35bf28}+0.30\%$
test_tdseq_dispatch	54.0200μs	31.2485μs	32.0015 KOps/s	32.8229 KOps/s	$\color{#d91a1a}-2.50\%$
test_instantiation_functorch	1.5193ms	1.4076ms	710.4447 Ops/s	711.6433 Ops/s	$\color{#d91a1a}-0.17\%$
test_instantiation_td	79.1831ms	1.0848ms	921.8359 Ops/s	1.0124 KOps/s	$\textbf{\color{#d91a1a}-8.94\%}$
test_exec_functorch	0.1865ms	0.1432ms	6.9819 KOps/s	7.1078 KOps/s	$\color{#d91a1a}-1.77\%$
test_exec_functional_call	0.3550ms	0.1333ms	7.5005 KOps/s	7.6852 KOps/s	$\color{#d91a1a}-2.40\%$
test_exec_td	0.1854ms	0.1334ms	7.4947 KOps/s	7.7151 KOps/s	$\color{#d91a1a}-2.86\%$
test_exec_td_decorator	0.6529ms	0.2042ms	4.8960 KOps/s	5.0259 KOps/s	$\color{#d91a1a}-2.58\%$
test_vmap_mlp_speed[True-True]	93.7163ms	0.6287ms	1.5906 KOps/s	1.7731 KOps/s	$\textbf{\color{#d91a1a}-10.29\%}$
test_vmap_mlp_speed[True-False]	0.6719ms	0.5567ms	1.7963 KOps/s	1.8211 KOps/s	$\color{#d91a1a}-1.37\%$
test_vmap_mlp_speed[False-True]	0.5755ms	0.4989ms	2.0045 KOps/s	2.0604 KOps/s	$\color{#d91a1a}-2.71\%$
test_vmap_mlp_speed[False-False]	0.7766ms	0.5191ms	1.9263 KOps/s	1.9757 KOps/s	$\color{#d91a1a}-2.50\%$
test_vmap_mlp_speed_decorator[True-True]	0.9221ms	0.6139ms	1.6291 KOps/s	1.5606 KOps/s	$\color{#35bf28}+4.39\%$
test_vmap_mlp_speed_decorator[True-False]	0.7457ms	0.6139ms	1.6289 KOps/s	1.6335 KOps/s	$\color{#d91a1a}-0.28\%$
test_vmap_mlp_speed_decorator[False-True]	0.6909ms	0.5455ms	1.8332 KOps/s	1.8417 KOps/s	$\color{#d91a1a}-0.46\%$
test_vmap_mlp_speed_decorator[False-False]	0.6818ms	0.5514ms	1.8136 KOps/s	1.8588 KOps/s	$\color{#d91a1a}-2.43\%$
test_vmap_transformer_speed[True-True]	8.3058ms	7.3273ms	136.4761 Ops/s	138.9382 Ops/s	$\color{#d91a1a}-1.77\%$
test_vmap_transformer_speed[True-False]	8.3733ms	7.6210ms	131.2164 Ops/s	139.0297 Ops/s	$\textbf{\color{#d91a1a}-5.62\%}$
test_vmap_transformer_speed[False-True]	8.0682ms	7.3879ms	135.3569 Ops/s	138.9709 Ops/s	$\color{#d91a1a}-2.60\%$
test_vmap_transformer_speed[False-False]	8.0791ms	7.3886ms	135.3434 Ops/s	137.9425 Ops/s	$\color{#d91a1a}-1.88\%$
test_vmap_transformer_speed_decorator[True-True]	19.8625ms	18.3035ms	54.6345 Ops/s	56.1728 Ops/s	$\color{#d91a1a}-2.74\%$
test_vmap_transformer_speed_decorator[True-False]	18.9053ms	18.0558ms	55.3839 Ops/s	56.5778 Ops/s	$\color{#d91a1a}-2.11\%$
test_vmap_transformer_speed_decorator[False-True]	18.7306ms	17.9556ms	55.6928 Ops/s	56.5038 Ops/s	$\color{#d91a1a}-1.44\%$
test_vmap_transformer_speed_decorator[False-False]	18.6826ms	17.8720ms	55.9536 Ops/s	56.0546 Ops/s	$\color{#d91a1a}-0.18\%$
test_to_module_speed[True]	2.1383ms	1.5108ms	661.8827 Ops/s	673.4207 Ops/s	$\color{#d91a1a}-1.71\%$
test_to_module_speed[False]	1.6629ms	1.4787ms	676.2784 Ops/s	683.8100 Ops/s	$\color{#d91a1a}-1.10\%$
test_tc_init	0.1879ms	53.3310μs	18.7508 KOps/s	19.5814 KOps/s	$\color{#d91a1a}-4.24\%$
test_tc_init_nested	0.2477ms	0.1011ms	9.8952 KOps/s	9.9033 KOps/s	$\color{#d91a1a}-0.08\%$
test_tc_first_layer_tensor	31.3500μs	4.0324μs	247.9925 KOps/s	274.8859 KOps/s	$\textbf{\color{#d91a1a}-9.78\%}$
test_tc_first_layer_nontensor	0.7825ms	3.7414μs	267.2783 KOps/s	270.9814 KOps/s	$\color{#d91a1a}-1.37\%$
test_tc_second_layer_tensor	14.0810μs	1.2497μs	800.1823 KOps/s	855.3384 KOps/s	$\textbf{\color{#d91a1a}-6.45\%}$
test_tc_second_layer_nontensor	29.1310μs	4.2830μs	233.4800 KOps/s	236.8599 KOps/s	$\color{#d91a1a}-1.43\%$
test_unbind	0.1106s	14.5846ms	68.5654 Ops/s	74.8917 Ops/s	$\textbf{\color{#d91a1a}-8.45\%}$
test_full_like	10.7642ms	9.3307ms	107.1736 Ops/s	107.7979 Ops/s	$\color{#d91a1a}-0.58\%$
test_zeros_like	8.3859ms	7.9574ms	125.6689 Ops/s	125.4858 Ops/s	$\color{#35bf28}+0.15\%$
test_ones_like	8.5581ms	8.0357ms	124.4451 Ops/s	125.5660 Ops/s	$\color{#d91a1a}-0.89\%$
test_clone	9.9612ms	9.4823ms	105.4600 Ops/s	106.9270 Ops/s	$\color{#d91a1a}-1.37\%$
test_squeeze	0.1273ms	10.7495μs	93.0272 KOps/s	95.1898 KOps/s	$\color{#d91a1a}-2.27\%$
test_unsqueeze	0.2392ms	89.1504μs	11.2170 KOps/s	11.5742 KOps/s	$\color{#d91a1a}-3.09\%$
test_split	3.6391ms	3.1597ms	316.4902 Ops/s	318.6430 Ops/s	$\color{#d91a1a}-0.68\%$
test_permute	0.3397ms	0.2048ms	4.8831 KOps/s	4.9466 KOps/s	$\color{#d91a1a}-1.28\%$
test_stack	27.6750ms	27.2727ms	36.6667 Ops/s	37.2083 Ops/s	$\color{#d91a1a}-1.46\%$
test_cat	27.3951ms	27.0503ms	36.9682 Ops/s	37.6282 Ops/s	$\color{#d91a1a}-1.75\%$