[BugFix] Fix storage.filename compat with torch 2.0

[vmoens]

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[github-actions]

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

Total Benchmarks: 144. Improved: $\large\color{#35bf28}18$. Worsened: $\large\color{#d91a1a}3$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	44.3720μs	17.1692μs	58.2438 KOps/s	58.8694 KOps/s	$\color{#d91a1a}-1.06\%$
test_plain_set_stack_nested	58.1590μs	17.4045μs	57.4565 KOps/s	57.5401 KOps/s	$\color{#d91a1a}-0.15\%$
test_plain_set_nested_inplace	79.9990μs	19.2652μs	51.9070 KOps/s	51.5647 KOps/s	$\color{#35bf28}+0.66\%$
test_plain_set_stack_nested_inplace	55.1930μs	19.3218μs	51.7549 KOps/s	51.7393 KOps/s	$\color{#35bf28}+0.03\%$
test_items	40.9360μs	2.5246μs	396.1059 KOps/s	396.6390 KOps/s	$\color{#d91a1a}-0.13\%$
test_items_nested	0.4745ms	0.2669ms	3.7473 KOps/s	3.7328 KOps/s	$\color{#35bf28}+0.39\%$
test_items_nested_locked	1.1438ms	0.2693ms	3.7129 KOps/s	3.7069 KOps/s	$\color{#35bf28}+0.16\%$
test_items_nested_leaf	0.1580ms	76.8254μs	13.0165 KOps/s	12.7362 KOps/s	$\color{#35bf28}+2.20\%$
test_items_stack_nested	0.4082ms	0.2701ms	3.7026 KOps/s	3.6847 KOps/s	$\color{#35bf28}+0.49\%$
test_items_stack_nested_leaf	0.1602ms	77.3717μs	12.9246 KOps/s	12.5424 KOps/s	$\color{#35bf28}+3.05\%$
test_items_stack_nested_locked	0.8833ms	0.2764ms	3.6186 KOps/s	3.6898 KOps/s	$\color{#d91a1a}-1.93\%$
test_keys	44.4520μs	3.8452μs	260.0614 KOps/s	260.3823 KOps/s	$\color{#d91a1a}-0.12\%$
test_keys_nested	0.2370ms	0.1388ms	7.2065 KOps/s	6.8611 KOps/s	$\textbf{\color{#35bf28}+5.03\%}$
test_keys_nested_locked	0.7351ms	0.1440ms	6.9432 KOps/s	6.8239 KOps/s	$\color{#35bf28}+1.75\%$
test_keys_nested_leaf	0.2044ms	0.1189ms	8.4107 KOps/s	8.2551 KOps/s	$\color{#35bf28}+1.88\%$
test_keys_stack_nested	0.4988ms	0.1410ms	7.0940 KOps/s	7.0752 KOps/s	$\color{#35bf28}+0.27\%$
test_keys_stack_nested_leaf	0.1948ms	0.1171ms	8.5431 KOps/s	8.3861 KOps/s	$\color{#35bf28}+1.87\%$
test_keys_stack_nested_locked	0.2668ms	0.1451ms	6.8905 KOps/s	6.8992 KOps/s	$\color{#d91a1a}-0.12\%$
test_values	20.1450μs	1.1682μs	855.9886 KOps/s	849.9054 KOps/s	$\color{#35bf28}+0.72\%$
test_values_nested	0.1022ms	50.4438μs	19.8241 KOps/s	19.1987 KOps/s	$\color{#35bf28}+3.26\%$
test_values_nested_locked	0.1009ms	50.6406μs	19.7470 KOps/s	19.6208 KOps/s	$\color{#35bf28}+0.64\%$
test_values_nested_leaf	0.1768ms	45.6157μs	21.9223 KOps/s	21.5979 KOps/s	$\color{#35bf28}+1.50\%$
test_values_stack_nested	0.1027ms	52.8183μs	18.9328 KOps/s	19.2623 KOps/s	$\color{#d91a1a}-1.71\%$
test_values_stack_nested_leaf	81.3720μs	45.2157μs	22.1162 KOps/s	21.8471 KOps/s	$\color{#35bf28}+1.23\%$
test_values_stack_nested_locked	0.1015ms	50.9377μs	19.6318 KOps/s	19.2595 KOps/s	$\color{#35bf28}+1.93\%$
test_membership	39.4940μs	1.3241μs	755.2264 KOps/s	735.8894 KOps/s	$\color{#35bf28}+2.63\%$
test_membership_nested	49.0510μs	3.3584μs	297.7586 KOps/s	292.5428 KOps/s	$\color{#35bf28}+1.78\%$
test_membership_nested_leaf	45.9550μs	3.3645μs	297.2247 KOps/s	292.1932 KOps/s	$\color{#35bf28}+1.72\%$
test_membership_stacked_nested	20.2270μs	3.3556μs	298.0084 KOps/s	294.2292 KOps/s	$\color{#35bf28}+1.28\%$
test_membership_stacked_nested_leaf	55.2430μs	3.3730μs	296.4705 KOps/s	290.7881 KOps/s	$\color{#35bf28}+1.95\%$
test_membership_nested_last	33.2420μs	4.0911μs	244.4342 KOps/s	239.1444 KOps/s	$\color{#35bf28}+2.21\%$
test_membership_nested_leaf_last	54.0910μs	4.1503μs	240.9465 KOps/s	240.6917 KOps/s	$\color{#35bf28}+0.11\%$
test_membership_stacked_nested_last	25.6080μs	4.0714μs	245.6153 KOps/s	240.6716 KOps/s	$\color{#35bf28}+2.05\%$
test_membership_stacked_nested_leaf_last	45.9150μs	4.0801μs	245.0936 KOps/s	217.9650 KOps/s	$\textbf{\color{#35bf28}+12.45\%}$
test_nested_getleaf	51.6660μs	10.4860μs	95.3654 KOps/s	95.7580 KOps/s	$\color{#d91a1a}-0.41\%$
test_nested_get	49.9340μs	9.9529μs	100.4732 KOps/s	100.3964 KOps/s	$\color{#35bf28}+0.08\%$
test_stacked_getleaf	33.5530μs	10.5219μs	95.0395 KOps/s	95.5337 KOps/s	$\color{#d91a1a}-0.52\%$
test_stacked_get	37.4400μs	9.9748μs	100.2523 KOps/s	101.0203 KOps/s	$\color{#d91a1a}-0.76\%$
test_nested_getitemleaf	57.4770μs	11.1713μs	89.5154 KOps/s	89.7715 KOps/s	$\color{#d91a1a}-0.29\%$
test_nested_getitem	41.6680μs	10.1829μs	98.2041 KOps/s	96.5764 KOps/s	$\color{#35bf28}+1.69\%$
test_stacked_getitemleaf	61.3250μs	11.0463μs	90.5280 KOps/s	90.6147 KOps/s	$\color{#d91a1a}-0.10\%$
test_stacked_getitem	73.1470μs	10.1569μs	98.4549 KOps/s	97.9951 KOps/s	$\color{#35bf28}+0.47\%$
test_lock_nested	0.8037ms	0.3528ms	2.8343 KOps/s	2.4960 KOps/s	$\textbf{\color{#35bf28}+13.55\%}$
test_lock_stack_nested	0.4662ms	0.3095ms	3.2314 KOps/s	3.2737 KOps/s	$\color{#d91a1a}-1.29\%$
test_unlock_nested	0.8079ms	0.3519ms	2.8419 KOps/s	2.4720 KOps/s	$\textbf{\color{#35bf28}+14.96\%}$
test_unlock_stack_nested	0.5830ms	0.3163ms	3.1616 KOps/s	3.2017 KOps/s	$\color{#d91a1a}-1.25\%$
test_flatten_speed	0.5709ms	96.1681μs	10.3985 KOps/s	10.3329 KOps/s	$\color{#35bf28}+0.63\%$
test_unflatten_speed	0.5546ms	0.4040ms	2.4753 KOps/s	2.4268 KOps/s	$\color{#35bf28}+2.00\%$
test_common_ops	1.3216ms	0.7078ms	1.4128 KOps/s	1.4097 KOps/s	$\color{#35bf28}+0.22\%$
test_creation	21.0190μs	1.8934μs	528.1641 KOps/s	525.0693 KOps/s	$\color{#35bf28}+0.59\%$
test_creation_empty	37.5400μs	10.6702μs	93.7186 KOps/s	92.8713 KOps/s	$\color{#35bf28}+0.91\%$
test_creation_nested_1	43.4810μs	13.5384μs	73.8641 KOps/s	72.9606 KOps/s	$\color{#35bf28}+1.24\%$
test_creation_nested_2	67.4460μs	16.7261μs	59.7867 KOps/s	59.0823 KOps/s	$\color{#35bf28}+1.19\%$
test_clone	77.8340μs	13.4685μs	74.2473 KOps/s	75.3041 KOps/s	$\color{#d91a1a}-1.40\%$
test_getitem[int]	38.2510μs	11.3161μs	88.3700 KOps/s	85.8445 KOps/s	$\color{#35bf28}+2.94\%$
test_getitem[slice_int]	56.2760μs	22.9779μs	43.5202 KOps/s	44.7888 KOps/s	$\color{#d91a1a}-2.83\%$
test_getitem[range]	82.8840μs	60.2562μs	16.5958 KOps/s	14.9722 KOps/s	$\textbf{\color{#35bf28}+10.84\%}$
test_getitem[tuple]	49.4320μs	18.6654μs	53.5750 KOps/s	53.1339 KOps/s	$\color{#35bf28}+0.83\%$
test_getitem[list]	0.1068ms	40.2781μs	24.8274 KOps/s	24.6623 KOps/s	$\color{#35bf28}+0.67\%$
test_setitem_dim[int]	70.4720μs	34.3608μs	29.1030 KOps/s	27.5847 KOps/s	$\textbf{\color{#35bf28}+5.50\%}$
test_setitem_dim[slice_int]	0.1067ms	61.0075μs	16.3914 KOps/s	16.1216 KOps/s	$\color{#35bf28}+1.67\%$
test_setitem_dim[range]	0.1403ms	85.0680μs	11.7553 KOps/s	11.4916 KOps/s	$\color{#35bf28}+2.29\%$
test_setitem_dim[tuple]	91.9620μs	49.8923μs	20.0432 KOps/s	19.8749 KOps/s	$\color{#35bf28}+0.85\%$
test_setitem	75.1900μs	20.3976μs	49.0254 KOps/s	50.2522 KOps/s	$\color{#d91a1a}-2.44\%$
test_set	83.6460μs	19.7997μs	50.5059 KOps/s	51.9715 KOps/s	$\color{#d91a1a}-2.82\%$
test_set_shared	3.4076ms	0.1404ms	7.1239 KOps/s	6.8783 KOps/s	$\color{#35bf28}+3.57\%$
test_update	99.8370μs	21.9401μs	45.5787 KOps/s	45.8493 KOps/s	$\color{#d91a1a}-0.59\%$
test_update_nested	94.7260μs	30.2386μs	33.0703 KOps/s	31.6602 KOps/s	$\color{#35bf28}+4.45\%$
test_update__nested	69.2990μs	25.1059μs	39.8313 KOps/s	40.2237 KOps/s	$\color{#d91a1a}-0.98\%$
test_set_nested	0.2965ms	22.5618μs	44.3226 KOps/s	45.8489 KOps/s	$\color{#d91a1a}-3.33\%$
test_set_nested_new	63.0670μs	25.6977μs	38.9139 KOps/s	38.1149 KOps/s	$\color{#35bf28}+2.10\%$
test_select	0.1206ms	41.5813μs	24.0493 KOps/s	23.8232 KOps/s	$\color{#35bf28}+0.95\%$
test_select_nested	0.1136ms	59.1117μs	16.9171 KOps/s	16.5709 KOps/s	$\color{#35bf28}+2.09\%$
test_exclude_nested	0.2160ms	0.1171ms	8.5380 KOps/s	8.2794 KOps/s	$\color{#35bf28}+3.12\%$
test_empty[True]	0.6899ms	0.3857ms	2.5930 KOps/s	2.5111 KOps/s	$\color{#35bf28}+3.26\%$
test_empty[False]	44.3000μs	1.1707μs	854.1648 KOps/s	819.9655 KOps/s	$\color{#35bf28}+4.17\%$
test_unbind_speed	1.6107ms	0.2539ms	3.9379 KOps/s	3.8228 KOps/s	$\color{#35bf28}+3.01\%$
test_unbind_speed_stack0	0.4678ms	0.2568ms	3.8938 KOps/s	3.9930 KOps/s	$\color{#d91a1a}-2.48\%$
test_unbind_speed_stack1	69.3052ms	0.7271ms	1.3754 KOps/s	1.2872 KOps/s	$\textbf{\color{#35bf28}+6.85\%}$
test_split	68.3547ms	1.6685ms	599.3445 Ops/s	613.9878 Ops/s	$\color{#d91a1a}-2.38\%$
test_chunk	67.7892ms	1.6275ms	614.4246 Ops/s	611.5122 Ops/s	$\color{#35bf28}+0.48\%$
test_creation[device0]	0.1940ms	83.3921μs	11.9915 KOps/s	11.9307 KOps/s	$\color{#35bf28}+0.51\%$
test_creation_from_tensor	0.2318ms	84.8480μs	11.7858 KOps/s	11.3051 KOps/s	$\color{#35bf28}+4.25\%$
test_add_one[memmap_tensor0]	85.3290μs	5.3758μs	186.0194 KOps/s	189.0907 KOps/s	$\color{#d91a1a}-1.62\%$
test_contiguous[memmap_tensor0]	11.9530μs	0.6289μs	1.5901 MOps/s	1.5374 MOps/s	$\color{#35bf28}+3.43\%$
test_stack[memmap_tensor0]	25.3280μs	3.6083μs	277.1420 KOps/s	281.2610 KOps/s	$\color{#d91a1a}-1.46\%$
test_memmaptd_index	0.9188ms	0.2525ms	3.9608 KOps/s	3.9281 KOps/s	$\color{#35bf28}+0.83\%$
test_memmaptd_index_astensor	0.7590ms	0.3261ms	3.0668 KOps/s	2.9929 KOps/s	$\color{#35bf28}+2.47\%$
test_memmaptd_index_op	0.9842ms	0.6115ms	1.6352 KOps/s	1.6344 KOps/s	$\color{#35bf28}+0.05\%$
test_serialize_model	0.1892s	0.1148s	8.7082 Ops/s	8.1075 Ops/s	$\textbf{\color{#35bf28}+7.41\%}$
test_serialize_model_pickle	0.4510s	0.3540s	2.8252 Ops/s	2.5845 Ops/s	$\textbf{\color{#35bf28}+9.31\%}$
test_serialize_weights	0.1115s	0.1042s	9.5943 Ops/s	8.5576 Ops/s	$\textbf{\color{#35bf28}+12.11\%}$
test_serialize_weights_returnearly	0.1361s	0.1306s	7.6546 Ops/s	7.6955 Ops/s	$\color{#d91a1a}-0.53\%$
test_serialize_weights_pickle	0.9509s	0.5657s	1.7678 Ops/s	1.5616 Ops/s	$\textbf{\color{#35bf28}+13.20\%}$
test_serialize_weights_filesystem	0.1046s	95.1016ms	10.5151 Ops/s	10.7098 Ops/s	$\color{#d91a1a}-1.82\%$
test_serialize_model_filesystem	0.1674s	0.1047s	9.5527 Ops/s	10.3378 Ops/s	$\textbf{\color{#d91a1a}-7.59\%}$
test_reshape_pytree	51.9370μs	25.0837μs	39.8665 KOps/s	39.7905 KOps/s	$\color{#35bf28}+0.19\%$
test_reshape_td	70.8120μs	33.0161μs	30.2882 KOps/s	29.7688 KOps/s	$\color{#35bf28}+1.75\%$
test_view_pytree	65.8630μs	25.1901μs	39.6982 KOps/s	39.8000 KOps/s	$\color{#d91a1a}-0.26\%$
test_view_td	0.1004ms	37.0588μs	26.9842 KOps/s	26.8930 KOps/s	$\color{#35bf28}+0.34\%$
test_unbind_pytree	63.4280μs	29.2206μs	34.2224 KOps/s	34.3896 KOps/s	$\color{#d91a1a}-0.49\%$
test_unbind_td	0.3683ms	37.4543μs	26.6992 KOps/s	26.0016 KOps/s	$\color{#35bf28}+2.68\%$
test_split_pytree	66.3440μs	29.0060μs	34.4756 KOps/s	33.9120 KOps/s	$\color{#35bf28}+1.66\%$
test_split_td	0.1258ms	41.1165μs	24.3211 KOps/s	24.4061 KOps/s	$\color{#d91a1a}-0.35\%$
test_add_pytree	97.2720μs	35.4743μs	28.1894 KOps/s	28.8716 KOps/s	$\color{#d91a1a}-2.36\%$
test_add_td	0.1644ms	56.9149μs	17.5701 KOps/s	18.2703 KOps/s	$\color{#d91a1a}-3.83\%$
test_distributed	0.2113ms	0.1011ms	9.8903 KOps/s	9.7378 KOps/s	$\color{#35bf28}+1.57\%$
test_tdmodule	29.4550μs	17.0460μs	58.6648 KOps/s	55.7264 KOps/s	$\textbf{\color{#35bf28}+5.27\%}$
test_tdmodule_dispatch	51.9470μs	33.7213μs	29.6549 KOps/s	28.5858 KOps/s	$\color{#35bf28}+3.74\%$
test_tdseq	47.3380μs	20.0826μs	49.7943 KOps/s	49.4885 KOps/s	$\color{#35bf28}+0.62\%$
test_tdseq_dispatch	58.3890μs	39.4534μs	25.3464 KOps/s	25.0965 KOps/s	$\color{#35bf28}+1.00\%$
test_instantiation_functorch	2.0620ms	1.3001ms	769.1771 Ops/s	777.4273 Ops/s	$\color{#d91a1a}-1.06\%$
test_instantiation_td	1.5153ms	1.0023ms	997.6970 Ops/s	904.3322 Ops/s	$\textbf{\color{#35bf28}+10.32\%}$
test_exec_functorch	4.0267ms	0.1630ms	6.1338 KOps/s	6.4194 KOps/s	$\color{#d91a1a}-4.45\%$
test_exec_functional_call	0.2730ms	0.1497ms	6.6820 KOps/s	6.9692 KOps/s	$\color{#d91a1a}-4.12\%$
test_exec_td	0.3623ms	0.1428ms	7.0016 KOps/s	7.0890 KOps/s	$\color{#d91a1a}-1.23\%$
test_exec_td_decorator	0.9414ms	0.2164ms	4.6213 KOps/s	4.6000 KOps/s	$\color{#35bf28}+0.46\%$
test_vmap_mlp_speed[True-True]	0.6880ms	0.4894ms	2.0433 KOps/s	2.0681 KOps/s	$\color{#d91a1a}-1.20\%$
test_vmap_mlp_speed[True-False]	0.7399ms	0.4828ms	2.0714 KOps/s	2.0613 KOps/s	$\color{#35bf28}+0.49\%$
test_vmap_mlp_speed[False-True]	0.7865ms	0.3931ms	2.5437 KOps/s	2.5504 KOps/s	$\color{#d91a1a}-0.26\%$
test_vmap_mlp_speed[False-False]	0.6413ms	0.3923ms	2.5489 KOps/s	2.5533 KOps/s	$\color{#d91a1a}-0.18\%$
test_vmap_mlp_speed_decorator[True-True]	1.2122ms	0.5559ms	1.7989 KOps/s	1.7891 KOps/s	$\color{#35bf28}+0.54\%$
test_vmap_mlp_speed_decorator[True-False]	0.7772ms	0.5541ms	1.8048 KOps/s	1.8067 KOps/s	$\color{#d91a1a}-0.10\%$
test_vmap_mlp_speed_decorator[False-True]	0.8558ms	0.4568ms	2.1889 KOps/s	2.1987 KOps/s	$\color{#d91a1a}-0.45\%$
test_vmap_mlp_speed_decorator[False-False]	0.6888ms	0.4569ms	2.1887 KOps/s	2.1824 KOps/s	$\color{#35bf28}+0.29\%$
test_to_module_speed[True]	2.3325ms	1.6714ms	598.3089 Ops/s	577.8363 Ops/s	$\color{#35bf28}+3.54\%$
test_to_module_speed[False]	1.9816ms	1.6489ms	606.4624 Ops/s	593.2635 Ops/s	$\color{#35bf28}+2.22\%$
test_tc_init	64.9610μs	28.0809μs	35.6114 KOps/s	33.3896 KOps/s	$\textbf{\color{#35bf28}+6.65\%}$
test_tc_init_nested	0.1181ms	59.2538μs	16.8765 KOps/s	16.0496 KOps/s	$\textbf{\color{#35bf28}+5.15\%}$
test_tc_first_layer_tensor	4.6601μs	0.7943μs	1.2589 MOps/s	1.1755 MOps/s	$\textbf{\color{#35bf28}+7.09\%}$
test_tc_first_layer_nontensor	3.2792μs	0.7711μs	1.2968 MOps/s	1.3554 MOps/s	$\color{#d91a1a}-4.32\%$
test_tc_second_layer_tensor	19.2360μs	2.1643μs	462.0365 KOps/s	532.9451 KOps/s	$\textbf{\color{#d91a1a}-13.31\%}$
test_tc_second_layer_nontensor	17.8130μs	1.9280μs	518.6611 KOps/s	592.2435 KOps/s	$\textbf{\color{#d91a1a}-12.42\%}$
test_unbind	87.8614ms	6.4532ms	154.9630 Ops/s	135.6833 Ops/s	$\textbf{\color{#35bf28}+14.21\%}$
test_full_like	17.3094ms	11.9819ms	83.4595 Ops/s	87.0209 Ops/s	$\color{#d91a1a}-4.09\%$
test_zeros_like	10.9616ms	5.9491ms	168.0939 Ops/s	160.2641 Ops/s	$\color{#35bf28}+4.89\%$
test_ones_like	12.2748ms	6.6056ms	151.3876 Ops/s	145.9216 Ops/s	$\color{#35bf28}+3.75\%$
test_clone	16.3968ms	8.1704ms	122.3926 Ops/s	119.1915 Ops/s	$\color{#35bf28}+2.69\%$
test_squeeze	61.4850μs	13.6568μs	73.2234 KOps/s	73.1707 KOps/s	$\color{#35bf28}+0.07\%$
test_unsqueeze	0.1327ms	59.2038μs	16.8908 KOps/s	16.6623 KOps/s	$\color{#35bf28}+1.37\%$
test_split	0.2056ms	0.1118ms	8.9474 KOps/s	8.9152 KOps/s	$\color{#35bf28}+0.36\%$
test_permute	0.2760ms	0.1241ms	8.0603 KOps/s	8.0329 KOps/s	$\color{#35bf28}+0.34\%$
test_stack	28.3104ms	23.0501ms	43.3838 Ops/s	40.4245 Ops/s	$\textbf{\color{#35bf28}+7.32\%}$
test_cat	28.7690ms	23.0134ms	43.4529 Ops/s	43.2200 Ops/s	$\color{#35bf28}+0.54\%$

[github-actions]

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

Total Benchmarks: 152. Improved: $\large\color{#35bf28}8$. Worsened: $\large\color{#d91a1a}5$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	0.4177ms	13.4644μs	74.2697 KOps/s	74.8727 KOps/s	$\color{#d91a1a}-0.81\%$
test_plain_set_stack_nested	45.0910μs	13.5486μs	73.8085 KOps/s	74.1366 KOps/s	$\color{#d91a1a}-0.44\%$
test_plain_set_nested_inplace	0.2060ms	14.7464μs	67.8132 KOps/s	68.2952 KOps/s	$\color{#d91a1a}-0.71\%$
test_plain_set_stack_nested_inplace	0.2166ms	14.7993μs	67.5710 KOps/s	67.1798 KOps/s	$\color{#35bf28}+0.58\%$
test_items	20.0800μs	4.6986μs	212.8302 KOps/s	213.1737 KOps/s	$\color{#d91a1a}-0.16\%$
test_items_nested	0.5261ms	0.3407ms	2.9348 KOps/s	2.9370 KOps/s	$\color{#d91a1a}-0.07\%$
test_items_nested_locked	0.5364ms	0.3511ms	2.8484 KOps/s	2.8647 KOps/s	$\color{#d91a1a}-0.57\%$
test_items_nested_leaf	0.2633ms	82.7510μs	12.0845 KOps/s	11.9465 KOps/s	$\color{#35bf28}+1.15\%$
test_items_stack_nested	0.5314ms	0.3496ms	2.8607 KOps/s	2.9113 KOps/s	$\color{#d91a1a}-1.74\%$
test_items_stack_nested_leaf	0.2631ms	84.9831μs	11.7670 KOps/s	11.9619 KOps/s	$\color{#d91a1a}-1.63\%$
test_items_stack_nested_locked	0.4414ms	0.3482ms	2.8719 KOps/s	2.8631 KOps/s	$\color{#35bf28}+0.31\%$
test_keys	24.4010μs	4.3412μs	230.3502 KOps/s	229.5017 KOps/s	$\color{#35bf28}+0.37\%$
test_keys_nested	0.2501ms	67.7357μs	14.7633 KOps/s	14.7443 KOps/s	$\color{#35bf28}+0.13\%$
test_keys_nested_locked	0.7452ms	71.4954μs	13.9869 KOps/s	13.7285 KOps/s	$\color{#35bf28}+1.88\%$
test_keys_nested_leaf	0.2392ms	57.7471μs	17.3169 KOps/s	17.1169 KOps/s	$\color{#35bf28}+1.17\%$
test_keys_stack_nested	95.4410μs	67.4002μs	14.8367 KOps/s	14.8170 KOps/s	$\color{#35bf28}+0.13\%$
test_keys_stack_nested_leaf	0.2451ms	58.2271μs	17.1741 KOps/s	17.2318 KOps/s	$\color{#d91a1a}-0.33\%$
test_keys_stack_nested_locked	0.2554ms	72.7155μs	13.7522 KOps/s	13.8581 KOps/s	$\color{#d91a1a}-0.76\%$
test_values	9.5433μs	1.8311μs	546.1255 KOps/s	549.4466 KOps/s	$\color{#d91a1a}-0.60\%$
test_values_nested	0.2173ms	34.9828μs	28.5855 KOps/s	28.3167 KOps/s	$\color{#35bf28}+0.95\%$
test_values_nested_locked	0.2148ms	36.8302μs	27.1517 KOps/s	26.6993 KOps/s	$\color{#35bf28}+1.69\%$
test_values_nested_leaf	0.2097ms	31.2997μs	31.9492 KOps/s	31.7344 KOps/s	$\color{#35bf28}+0.68\%$
test_values_stack_nested	62.8610μs	36.1698μs	27.6474 KOps/s	27.7669 KOps/s	$\color{#d91a1a}-0.43\%$
test_values_stack_nested_leaf	0.2175ms	32.2636μs	30.9947 KOps/s	31.1036 KOps/s	$\color{#d91a1a}-0.35\%$
test_values_stack_nested_locked	0.2188ms	37.8250μs	26.4376 KOps/s	26.2488 KOps/s	$\color{#35bf28}+0.72\%$
test_membership	26.4476μs	0.7089μs	1.4106 MOps/s	1.4400 MOps/s	$\color{#d91a1a}-2.04\%$
test_membership_nested	0.1881ms	2.5878μs	386.4217 KOps/s	385.0410 KOps/s	$\color{#35bf28}+0.36\%$
test_membership_nested_leaf	32.5700μs	2.5536μs	391.6066 KOps/s	388.0177 KOps/s	$\color{#35bf28}+0.92\%$
test_membership_stacked_nested	14.2900μs	2.5742μs	388.4709 KOps/s	388.5280 KOps/s	$\color{#d91a1a}-0.01\%$
test_membership_stacked_nested_leaf	0.1906ms	2.5872μs	386.5153 KOps/s	390.0435 KOps/s	$\color{#d91a1a}-0.90\%$
test_membership_nested_last	33.6900μs	3.1182μs	320.7021 KOps/s	321.4054 KOps/s	$\color{#d91a1a}-0.22\%$
test_membership_nested_leaf_last	0.1927ms	3.0986μs	322.7246 KOps/s	320.4408 KOps/s	$\color{#35bf28}+0.71\%$
test_membership_stacked_nested_last	32.0100μs	3.6013μs	277.6739 KOps/s	134.9267 KOps/s	$\textbf{\color{#35bf28}+105.80\%}$
test_membership_stacked_nested_leaf_last	0.1938ms	3.5994μs	277.8237 KOps/s	135.5131 KOps/s	$\textbf{\color{#35bf28}+105.02\%}$
test_nested_getleaf	38.9110μs	8.3673μs	119.5134 KOps/s	119.7762 KOps/s	$\color{#d91a1a}-0.22\%$
test_nested_get	0.1952ms	7.8375μs	127.5925 KOps/s	126.7455 KOps/s	$\color{#35bf28}+0.67\%$
test_stacked_getleaf	0.2000ms	8.4237μs	118.7127 KOps/s	118.5783 KOps/s	$\color{#35bf28}+0.11\%$
test_stacked_get	38.7400μs	7.8496μs	127.3953 KOps/s	126.9802 KOps/s	$\color{#35bf28}+0.33\%$
test_nested_getitemleaf	0.1929ms	8.5591μs	116.8347 KOps/s	116.9156 KOps/s	$\color{#d91a1a}-0.07\%$
test_nested_getitem	0.1918ms	8.0299μs	124.5338 KOps/s	124.1413 KOps/s	$\color{#35bf28}+0.32\%$
test_stacked_getitemleaf	29.1510μs	8.5509μs	116.9470 KOps/s	116.2920 KOps/s	$\color{#35bf28}+0.56\%$
test_stacked_getitem	22.4000μs	8.0593μs	124.0801 KOps/s	123.1827 KOps/s	$\color{#35bf28}+0.73\%$
test_lock_nested	59.0149ms	0.4156ms	2.4061 KOps/s	2.3644 KOps/s	$\color{#35bf28}+1.76\%$
test_lock_stack_nested	0.3413ms	0.3068ms	3.2599 KOps/s	3.2595 KOps/s	$\color{#35bf28}+0.01\%$
test_unlock_nested	0.8549ms	0.3541ms	2.8241 KOps/s	2.7994 KOps/s	$\color{#35bf28}+0.88\%$
test_unlock_stack_nested	0.5083ms	0.3132ms	3.1930 KOps/s	3.1838 KOps/s	$\color{#35bf28}+0.29\%$
test_flatten_speed	0.1858ms	0.1013ms	9.8750 KOps/s	9.8064 KOps/s	$\color{#35bf28}+0.70\%$
test_unflatten_speed	0.4802ms	0.2931ms	3.4121 KOps/s	3.4562 KOps/s	$\color{#d91a1a}-1.28\%$
test_common_ops	1.1937ms	0.5959ms	1.6780 KOps/s	1.6639 KOps/s	$\color{#35bf28}+0.85\%$
test_creation	15.4200μs	1.6289μs	613.9033 KOps/s	607.6955 KOps/s	$\color{#35bf28}+1.02\%$
test_creation_empty	0.1988ms	9.8068μs	101.9702 KOps/s	103.4237 KOps/s	$\color{#d91a1a}-1.41\%$
test_creation_nested_1	31.8310μs	11.7777μs	84.9065 KOps/s	85.3849 KOps/s	$\color{#d91a1a}-0.56\%$
test_creation_nested_2	0.2069ms	13.8434μs	72.2368 KOps/s	72.7819 KOps/s	$\color{#d91a1a}-0.75\%$
test_clone	73.7610μs	11.3722μs	87.9335 KOps/s	85.3959 KOps/s	$\color{#35bf28}+2.97\%$
test_getitem[int]	27.5810μs	10.9705μs	91.1533 KOps/s	90.6941 KOps/s	$\color{#35bf28}+0.51\%$
test_getitem[slice_int]	38.4500μs	20.5728μs	48.6079 KOps/s	48.8054 KOps/s	$\color{#d91a1a}-0.40\%$
test_getitem[range]	65.5510μs	46.8226μs	21.3572 KOps/s	19.0793 KOps/s	$\textbf{\color{#35bf28}+11.94\%}$
test_getitem[tuple]	38.6410μs	18.8622μs	53.0160 KOps/s	53.4282 KOps/s	$\color{#d91a1a}-0.77\%$
test_getitem[list]	0.2413ms	33.2357μs	30.0881 KOps/s	29.4917 KOps/s	$\color{#35bf28}+2.02\%$
test_setitem_dim[int]	47.3700μs	30.6939μs	32.5797 KOps/s	33.4834 KOps/s	$\color{#d91a1a}-2.70\%$
test_setitem_dim[slice_int]	91.7610μs	51.1115μs	19.5651 KOps/s	20.0736 KOps/s	$\color{#d91a1a}-2.53\%$
test_setitem_dim[range]	86.1620μs	67.0593μs	14.9122 KOps/s	14.9729 KOps/s	$\color{#d91a1a}-0.41\%$
test_setitem_dim[tuple]	63.4210μs	45.3835μs	22.0344 KOps/s	22.3699 KOps/s	$\color{#d91a1a}-1.50\%$
test_setitem	47.0810μs	16.9644μs	58.9469 KOps/s	58.3725 KOps/s	$\color{#35bf28}+0.98\%$
test_set	0.2321ms	16.6196μs	60.1701 KOps/s	60.6869 KOps/s	$\color{#d91a1a}-0.85\%$
test_set_shared	1.1018ms	97.6465μs	10.2410 KOps/s	9.8257 KOps/s	$\color{#35bf28}+4.23\%$
test_update	79.0110μs	19.3850μs	51.5864 KOps/s	52.1526 KOps/s	$\color{#d91a1a}-1.09\%$
test_update_nested	0.2155ms	24.3850μs	41.0089 KOps/s	41.1097 KOps/s	$\color{#d91a1a}-0.25\%$
test_update__nested	62.4010μs	21.8503μs	45.7659 KOps/s	44.0087 KOps/s	$\color{#35bf28}+3.99\%$
test_set_nested	0.2088ms	17.4201μs	57.4050 KOps/s	57.7177 KOps/s	$\color{#d91a1a}-0.54\%$
test_set_nested_new	54.3810μs	20.3262μs	49.1975 KOps/s	49.3880 KOps/s	$\color{#d91a1a}-0.39\%$
test_select	77.8010μs	34.1829μs	29.2544 KOps/s	28.9645 KOps/s	$\color{#35bf28}+1.00\%$
test_select_nested	0.4656ms	55.5380μs	18.0057 KOps/s	18.2154 KOps/s	$\color{#d91a1a}-1.15\%$
test_exclude_nested	0.2971ms	0.1123ms	8.9051 KOps/s	9.0451 KOps/s	$\color{#d91a1a}-1.55\%$
test_empty[True]	0.5316ms	0.3480ms	2.8737 KOps/s	2.8949 KOps/s	$\color{#d91a1a}-0.74\%$
test_empty[False]	31.3238μs	0.9385μs	1.0655 MOps/s	1.0812 MOps/s	$\color{#d91a1a}-1.45\%$
test_to	0.1012ms	76.5635μs	13.0611 KOps/s	12.9369 KOps/s	$\color{#35bf28}+0.96\%$
test_to_nonblocking	0.2641ms	61.3889μs	16.2896 KOps/s	16.2244 KOps/s	$\color{#35bf28}+0.40\%$
test_unbind_speed	1.7247ms	0.2701ms	3.7023 KOps/s	3.7101 KOps/s	$\color{#d91a1a}-0.21\%$
test_unbind_speed_stack0	0.4647ms	0.2725ms	3.6696 KOps/s	3.7055 KOps/s	$\color{#d91a1a}-0.97\%$
test_unbind_speed_stack1	76.5444ms	0.7963ms	1.2558 KOps/s	1.2703 KOps/s	$\color{#d91a1a}-1.15\%$
test_split	76.6784ms	1.6894ms	591.9109 Ops/s	594.3589 Ops/s	$\color{#d91a1a}-0.41\%$
test_chunk	77.0373ms	1.6846ms	593.6264 Ops/s	592.9319 Ops/s	$\color{#35bf28}+0.12\%$
test_creation[device0]	0.1393ms	57.3741μs	17.4295 KOps/s	17.4730 KOps/s	$\color{#d91a1a}-0.25\%$
test_creation_from_tensor	0.2531ms	54.5787μs	18.3222 KOps/s	18.7588 KOps/s	$\color{#d91a1a}-2.33\%$
test_add_one[memmap_tensor0]	86.8320μs	6.5645μs	152.3334 KOps/s	152.0071 KOps/s	$\color{#35bf28}+0.21\%$
test_contiguous[memmap_tensor0]	12.1410μs	0.6760μs	1.4792 MOps/s	1.4806 MOps/s	$\color{#d91a1a}-0.09\%$
test_stack[memmap_tensor0]	28.8910μs	4.6598μs	214.5992 KOps/s	214.3240 KOps/s	$\color{#35bf28}+0.13\%$
test_memmaptd_index	1.3030ms	0.2923ms	3.4212 KOps/s	3.4345 KOps/s	$\color{#d91a1a}-0.39\%$
test_memmaptd_index_astensor	0.6228ms	0.3635ms	2.7512 KOps/s	2.7403 KOps/s	$\color{#35bf28}+0.40\%$
test_memmaptd_index_op	0.9588ms	0.6743ms	1.4829 KOps/s	1.4962 KOps/s	$\color{#d91a1a}-0.89\%$
test_serialize_model	0.1848s	0.1125s	8.8909 Ops/s	8.6500 Ops/s	$\color{#35bf28}+2.78\%$
test_serialize_model_pickle	1.3488s	1.2360s	0.8091 Ops/s	0.8083 Ops/s	$\color{#35bf28}+0.10\%$
test_serialize_weights	0.1812s	0.1093s	9.1464 Ops/s	8.7270 Ops/s	$\color{#35bf28}+4.81\%$
test_serialize_weights_returnearly	0.2085s	99.5337ms	10.0469 Ops/s	10.4654 Ops/s	$\color{#d91a1a}-4.00\%$
test_serialize_weights_pickle	1.3856s	1.2521s	0.7987 Ops/s	0.8013 Ops/s	$\color{#d91a1a}-0.33\%$
test_reshape_pytree	58.2810μs	25.9583μs	38.5234 KOps/s	38.7395 KOps/s	$\color{#d91a1a}-0.56\%$
test_reshape_td	77.8410μs	31.0661μs	32.1895 KOps/s	29.6747 KOps/s	$\textbf{\color{#35bf28}+8.47\%}$
test_view_pytree	56.2410μs	25.7584μs	38.8223 KOps/s	37.1621 KOps/s	$\color{#35bf28}+4.47\%$
test_view_td	79.6210μs	35.6678μs	28.0365 KOps/s	25.7454 KOps/s	$\textbf{\color{#35bf28}+8.90\%}$
test_unbind_pytree	57.7700μs	31.8462μs	31.4010 KOps/s	29.8505 KOps/s	$\textbf{\color{#35bf28}+5.19\%}$
test_unbind_td	0.4512ms	41.0984μs	24.3318 KOps/s	22.1977 KOps/s	$\textbf{\color{#35bf28}+9.61\%}$
test_split_pytree	70.0810μs	35.4994μs	28.1695 KOps/s	28.9928 KOps/s	$\color{#d91a1a}-2.84\%$
test_split_td	99.6310μs	40.3281μs	24.7966 KOps/s	25.1560 KOps/s	$\color{#d91a1a}-1.43\%$
test_add_pytree	71.6110μs	37.2630μs	26.8363 KOps/s	27.1984 KOps/s	$\color{#d91a1a}-1.33\%$
test_add_td	77.4710μs	50.8168μs	19.6785 KOps/s	20.0635 KOps/s	$\color{#d91a1a}-1.92\%$
test_distributed	1.6799ms	70.4710μs	14.1902 KOps/s	15.0624 KOps/s	$\textbf{\color{#d91a1a}-5.79\%}$
test_tdmodule	0.1262ms	15.5809μs	64.1812 KOps/s	64.3482 KOps/s	$\color{#d91a1a}-0.26\%$
test_tdmodule_dispatch	48.1100μs	31.0265μs	32.2305 KOps/s	33.0797 KOps/s	$\color{#d91a1a}-2.57\%$
test_tdseq	33.0600μs	17.2198μs	58.0727 KOps/s	56.5203 KOps/s	$\color{#35bf28}+2.75\%$
test_tdseq_dispatch	50.2710μs	33.6267μs	29.7383 KOps/s	29.8867 KOps/s	$\color{#d91a1a}-0.50\%$
test_instantiation_functorch	1.6362ms	1.5400ms	649.3510 Ops/s	659.8100 Ops/s	$\color{#d91a1a}-1.59\%$
test_instantiation_td	78.6174ms	1.1413ms	876.1859 Ops/s	948.6022 Ops/s	$\textbf{\color{#d91a1a}-7.63\%}$
test_exec_functorch	0.2099ms	0.1469ms	6.8080 KOps/s	6.7505 KOps/s	$\color{#35bf28}+0.85\%$
test_exec_functional_call	0.1822ms	0.1327ms	7.5365 KOps/s	7.3948 KOps/s	$\color{#35bf28}+1.92\%$
test_exec_td	0.1760ms	0.1302ms	7.6830 KOps/s	7.4702 KOps/s	$\color{#35bf28}+2.85\%$
test_exec_td_decorator	0.6058ms	0.2064ms	4.8443 KOps/s	4.8841 KOps/s	$\color{#d91a1a}-0.82\%$
test_vmap_mlp_speed[True-True]	0.6357ms	0.5811ms	1.7210 KOps/s	1.7432 KOps/s	$\color{#d91a1a}-1.28\%$
test_vmap_mlp_speed[True-False]	0.6481ms	0.5775ms	1.7317 KOps/s	1.7526 KOps/s	$\color{#d91a1a}-1.19\%$
test_vmap_mlp_speed[False-True]	0.5783ms	0.5079ms	1.9690 KOps/s	1.9711 KOps/s	$\color{#d91a1a}-0.11\%$
test_vmap_mlp_speed[False-False]	0.6316ms	0.5161ms	1.9376 KOps/s	1.9839 KOps/s	$\color{#d91a1a}-2.33\%$
test_vmap_mlp_speed_decorator[True-True]	0.7490ms	0.6413ms	1.5594 KOps/s	1.5719 KOps/s	$\color{#d91a1a}-0.79\%$
test_vmap_mlp_speed_decorator[True-False]	0.9465ms	0.6391ms	1.5646 KOps/s	1.5791 KOps/s	$\color{#d91a1a}-0.92\%$
test_vmap_mlp_speed_decorator[False-True]	0.6869ms	0.5608ms	1.7832 KOps/s	1.7851 KOps/s	$\color{#d91a1a}-0.11\%$
test_vmap_mlp_speed_decorator[False-False]	0.6884ms	0.5627ms	1.7771 KOps/s	1.7887 KOps/s	$\color{#d91a1a}-0.65\%$
test_vmap_transformer_speed[True-True]	7.7332ms	7.4518ms	134.1960 Ops/s	134.5440 Ops/s	$\color{#d91a1a}-0.26\%$
test_vmap_transformer_speed[True-False]	8.0562ms	7.5122ms	133.1162 Ops/s	135.1804 Ops/s	$\color{#d91a1a}-1.53\%$
test_vmap_transformer_speed[False-True]	7.7047ms	7.4244ms	134.6918 Ops/s	135.9167 Ops/s	$\color{#d91a1a}-0.90\%$
test_vmap_transformer_speed[False-False]	7.7204ms	7.3970ms	135.1896 Ops/s	135.4546 Ops/s	$\color{#d91a1a}-0.20\%$
test_vmap_transformer_speed_decorator[True-True]	18.7966ms	18.1080ms	55.2241 Ops/s	55.4446 Ops/s	$\color{#d91a1a}-0.40\%$
test_vmap_transformer_speed_decorator[True-False]	18.7187ms	18.1216ms	55.1827 Ops/s	55.6612 Ops/s	$\color{#d91a1a}-0.86\%$
test_vmap_transformer_speed_decorator[False-True]	18.5168ms	17.9738ms	55.6365 Ops/s	55.8500 Ops/s	$\color{#d91a1a}-0.38\%$
test_vmap_transformer_speed_decorator[False-False]	18.1599ms	17.9616ms	55.6744 Ops/s	55.8698 Ops/s	$\color{#d91a1a}-0.35\%$
test_to_module_speed[True]	1.6589ms	1.5293ms	653.8739 Ops/s	653.6537 Ops/s	$\color{#35bf28}+0.03\%$
test_to_module_speed[False]	1.6604ms	1.4968ms	668.0723 Ops/s	662.2644 Ops/s	$\color{#35bf28}+0.88\%$
test_tc_init	43.9400μs	26.6290μs	37.5531 KOps/s	36.9489 KOps/s	$\color{#35bf28}+1.64\%$
test_tc_init_nested	85.2210μs	57.7374μs	17.3198 KOps/s	18.8114 KOps/s	$\textbf{\color{#d91a1a}-7.93\%}$
test_tc_first_layer_tensor	0.7485μs	0.3557μs	2.8112 MOps/s	2.8045 MOps/s	$\color{#35bf28}+0.24\%$
test_tc_first_layer_nontensor	1.6638μs	0.3855μs	2.5943 MOps/s	2.5577 MOps/s	$\color{#35bf28}+1.43\%$
test_tc_second_layer_tensor	14.9910μs	1.0579μs	945.2416 KOps/s	1.0453 MOps/s	$\textbf{\color{#d91a1a}-9.57\%}$
test_tc_second_layer_nontensor	3.6002μs	0.8171μs	1.2238 MOps/s	1.2509 MOps/s	$\color{#d91a1a}-2.16\%$
test_unbind	95.9511ms	6.7185ms	148.8429 Ops/s	133.7322 Ops/s	$\textbf{\color{#35bf28}+11.30\%}$
test_full_like	11.9684ms	11.0465ms	90.5263 Ops/s	88.5561 Ops/s	$\color{#35bf28}+2.22\%$
test_zeros_like	7.9939ms	7.7249ms	129.4512 Ops/s	128.6225 Ops/s	$\color{#35bf28}+0.64\%$
test_ones_like	8.0680ms	7.7682ms	128.7295 Ops/s	128.2758 Ops/s	$\color{#35bf28}+0.35\%$
test_clone	9.3329ms	9.2012ms	108.6816 Ops/s	107.4327 Ops/s	$\color{#35bf28}+1.16\%$
test_squeeze	65.7910μs	12.3513μs	80.9632 KOps/s	91.9053 KOps/s	$\textbf{\color{#d91a1a}-11.91\%}$
test_unsqueeze	0.1133ms	53.8534μs	18.5689 KOps/s	19.3730 KOps/s	$\color{#d91a1a}-4.15\%$
test_split	0.1465ms	99.6609μs	10.0340 KOps/s	10.2156 KOps/s	$\color{#d91a1a}-1.78\%$
test_permute	0.1661ms	0.1157ms	8.6446 KOps/s	8.6153 KOps/s	$\color{#35bf28}+0.34\%$
test_stack	26.8877ms	26.7130ms	37.4349 Ops/s	37.0167 Ops/s	$\color{#35bf28}+1.13\%$
test_cat	26.8211ms	26.6413ms	37.5357 Ops/s	37.1072 Ops/s	$\color{#35bf28}+1.15\%$