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

Total Benchmarks: 127. Improved: $\large\color{#35bf28}26$. Worsened: $\large\color{#d91a1a}3$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	41.4770μs	16.3944μs	60.9965 KOps/s	57.7233 KOps/s	$\textbf{\color{#35bf28}+5.67\%}$
test_plain_set_stack_nested	45.4850μs	16.9076μs	59.1451 KOps/s	57.3579 KOps/s	$\color{#35bf28}+3.12\%$
test_plain_set_nested_inplace	0.2577ms	19.3633μs	51.6440 KOps/s	50.9831 KOps/s	$\color{#35bf28}+1.30\%$
test_plain_set_stack_nested_inplace	64.7570μs	18.5872μs	53.8004 KOps/s	51.7185 KOps/s	$\color{#35bf28}+4.03\%$
test_items	42.1490μs	2.4735μs	404.2826 KOps/s	370.6063 KOps/s	$\textbf{\color{#35bf28}+9.09\%}$
test_items_nested	1.0451ms	0.2700ms	3.7031 KOps/s	3.7123 KOps/s	$\color{#d91a1a}-0.25\%$
test_items_nested_locked	0.4021ms	0.2700ms	3.7031 KOps/s	3.7000 KOps/s	$\color{#35bf28}+0.08\%$
test_items_nested_leaf	0.4234ms	77.4581μs	12.9102 KOps/s	13.0264 KOps/s	$\color{#d91a1a}-0.89\%$
test_items_stack_nested	0.9198ms	0.2735ms	3.6566 KOps/s	3.7224 KOps/s	$\color{#d91a1a}-1.77\%$
test_items_stack_nested_leaf	0.1529ms	78.7753μs	12.6943 KOps/s	12.8284 KOps/s	$\color{#d91a1a}-1.05\%$
test_items_stack_nested_locked	0.3509ms	0.2738ms	3.6523 KOps/s	3.7105 KOps/s	$\color{#d91a1a}-1.57\%$
test_keys	47.4690μs	3.8473μs	259.9258 KOps/s	260.4344 KOps/s	$\color{#d91a1a}-0.20\%$
test_keys_nested	0.2178ms	0.1348ms	7.4209 KOps/s	7.2379 KOps/s	$\color{#35bf28}+2.53\%$
test_keys_nested_locked	0.7573ms	0.1385ms	7.2185 KOps/s	7.0261 KOps/s	$\color{#35bf28}+2.74\%$
test_keys_nested_leaf	0.2293ms	0.1135ms	8.8125 KOps/s	8.5318 KOps/s	$\color{#35bf28}+3.29\%$
test_keys_stack_nested	0.2209ms	0.1325ms	7.5471 KOps/s	7.2661 KOps/s	$\color{#35bf28}+3.87\%$
test_keys_stack_nested_leaf	0.1853ms	0.1131ms	8.8397 KOps/s	8.5639 KOps/s	$\color{#35bf28}+3.22\%$
test_keys_stack_nested_locked	0.2610ms	0.1381ms	7.2433 KOps/s	6.9707 KOps/s	$\color{#35bf28}+3.91\%$
test_values	7.5992μs	1.1388μs	878.1315 KOps/s	878.9963 KOps/s	$\color{#d91a1a}-0.10\%$
test_values_nested	0.1035ms	50.3549μs	19.8590 KOps/s	19.3262 KOps/s	$\color{#35bf28}+2.76\%$
test_values_nested_locked	0.1062ms	50.5769μs	19.7719 KOps/s	19.3728 KOps/s	$\color{#35bf28}+2.06\%$
test_values_nested_leaf	98.6740μs	45.6051μs	21.9274 KOps/s	21.4016 KOps/s	$\color{#35bf28}+2.46\%$
test_values_stack_nested	0.1042ms	51.5651μs	19.3930 KOps/s	19.5258 KOps/s	$\color{#d91a1a}-0.68\%$
test_values_stack_nested_leaf	0.1643ms	44.5035μs	22.4701 KOps/s	21.5279 KOps/s	$\color{#35bf28}+4.38\%$
test_values_stack_nested_locked	2.0708ms	51.4717μs	19.4282 KOps/s	19.2933 KOps/s	$\color{#35bf28}+0.70\%$
test_membership	20.0170μs	1.3491μs	741.2361 KOps/s	745.6566 KOps/s	$\color{#d91a1a}-0.59\%$
test_membership_nested	36.7090μs	3.4633μs	288.7383 KOps/s	292.3976 KOps/s	$\color{#d91a1a}-1.25\%$
test_membership_nested_leaf	48.3000μs	3.4315μs	291.4167 KOps/s	291.8343 KOps/s	$\color{#d91a1a}-0.14\%$
test_membership_stacked_nested	21.4300μs	3.4420μs	290.5287 KOps/s	291.9832 KOps/s	$\color{#d91a1a}-0.50\%$
test_membership_stacked_nested_leaf	47.5790μs	3.4055μs	293.6465 KOps/s	288.1751 KOps/s	$\color{#35bf28}+1.90\%$
test_membership_nested_last	38.8920μs	4.1583μs	240.4834 KOps/s	228.2640 KOps/s	$\textbf{\color{#35bf28}+5.35\%}$
test_membership_nested_leaf_last	22.3020μs	4.1859μs	238.8945 KOps/s	236.9139 KOps/s	$\color{#35bf28}+0.84\%$
test_membership_stacked_nested_last	35.2260μs	4.1841μs	238.9976 KOps/s	239.1167 KOps/s	$\color{#d91a1a}-0.05\%$
test_membership_stacked_nested_leaf_last	20.2580μs	4.1432μs	241.3609 KOps/s	234.6613 KOps/s	$\color{#35bf28}+2.85\%$
test_nested_getleaf	59.4310μs	10.5631μs	94.6696 KOps/s	91.9017 KOps/s	$\color{#35bf28}+3.01\%$
test_nested_get	46.8270μs	9.8865μs	101.1480 KOps/s	98.7174 KOps/s	$\color{#35bf28}+2.46\%$
test_stacked_getleaf	63.7690μs	10.5922μs	94.4092 KOps/s	92.3299 KOps/s	$\color{#35bf28}+2.25\%$
test_stacked_get	29.4150μs	9.9246μs	100.7595 KOps/s	99.4523 KOps/s	$\color{#35bf28}+1.31\%$
test_nested_getitemleaf	48.5910μs	11.1980μs	89.3013 KOps/s	88.6068 KOps/s	$\color{#35bf28}+0.78\%$
test_nested_getitem	57.7380μs	10.2021μs	98.0189 KOps/s	96.7981 KOps/s	$\color{#35bf28}+1.26\%$
test_stacked_getitemleaf	50.8750μs	11.2690μs	88.7387 KOps/s	87.0192 KOps/s	$\color{#35bf28}+1.98\%$
test_stacked_getitem	56.8870μs	10.1995μs	98.0440 KOps/s	95.9969 KOps/s	$\color{#35bf28}+2.13\%$
test_lock_nested	50.8844ms	0.3949ms	2.5322 KOps/s	2.8435 KOps/s	$\textbf{\color{#d91a1a}-10.95\%}$
test_lock_stack_nested	0.4282ms	0.3016ms	3.3159 KOps/s	3.1861 KOps/s	$\color{#35bf28}+4.08\%$
test_unlock_nested	0.1029s	0.4576ms	2.1852 KOps/s	2.1601 KOps/s	$\color{#35bf28}+1.16\%$
test_unlock_stack_nested	0.8197ms	0.3155ms	3.1693 KOps/s	3.0860 KOps/s	$\color{#35bf28}+2.70\%$
test_flatten_speed	4.1839ms	92.4467μs	10.8170 KOps/s	10.8609 KOps/s	$\color{#d91a1a}-0.40\%$
test_unflatten_speed	0.6936ms	0.3983ms	2.5105 KOps/s	2.4460 KOps/s	$\color{#35bf28}+2.64\%$
test_common_ops	1.3349ms	0.7028ms	1.4229 KOps/s	1.3386 KOps/s	$\textbf{\color{#35bf28}+6.30\%}$
test_creation	0.1147ms	1.8298μs	546.5101 KOps/s	532.8282 KOps/s	$\color{#35bf28}+2.57\%$
test_creation_empty	34.8350μs	9.9601μs	100.4009 KOps/s	92.0514 KOps/s	$\textbf{\color{#35bf28}+9.07\%}$
test_creation_nested_1	70.6860μs	12.4629μs	80.2382 KOps/s	73.6364 KOps/s	$\textbf{\color{#35bf28}+8.97\%}$
test_creation_nested_2	41.5880μs	15.9361μs	62.7505 KOps/s	58.2654 KOps/s	$\textbf{\color{#35bf28}+7.70\%}$
test_clone	92.0320μs	13.2239μs	75.6205 KOps/s	74.2238 KOps/s	$\color{#35bf28}+1.88\%$
test_getitem[int]	32.2200μs	11.3703μs	87.9488 KOps/s	88.0324 KOps/s	$\color{#d91a1a}-0.10\%$
test_getitem[slice_int]	86.8020μs	22.7282μs	43.9983 KOps/s	43.8211 KOps/s	$\color{#35bf28}+0.40\%$
test_getitem[range]	0.3040ms	45.3684μs	22.0418 KOps/s	22.8459 KOps/s	$\color{#d91a1a}-3.52\%$
test_getitem[tuple]	61.5650μs	18.3350μs	54.5405 KOps/s	52.8319 KOps/s	$\color{#35bf28}+3.23\%$
test_getitem[list]	0.3259ms	40.3910μs	24.7580 KOps/s	25.8492 KOps/s	$\color{#d91a1a}-4.22\%$
test_setitem_dim[int]	0.1050ms	34.8656μs	28.6816 KOps/s	27.4934 KOps/s	$\color{#35bf28}+4.32\%$
test_setitem_dim[slice_int]	0.1051ms	59.4152μs	16.8307 KOps/s	15.6178 KOps/s	$\textbf{\color{#35bf28}+7.77\%}$
test_setitem_dim[range]	0.1242ms	79.7745μs	12.5353 KOps/s	11.9563 KOps/s	$\color{#35bf28}+4.84\%$
test_setitem_dim[tuple]	88.8560μs	48.0526μs	20.8105 KOps/s	19.3097 KOps/s	$\textbf{\color{#35bf28}+7.77\%}$
test_setitem	0.1399ms	19.4664μs	51.3704 KOps/s	47.9021 KOps/s	$\textbf{\color{#35bf28}+7.24\%}$
test_set	0.1408ms	19.1300μs	52.2740 KOps/s	48.9325 KOps/s	$\textbf{\color{#35bf28}+6.83\%}$
test_set_shared	5.6596ms	0.1502ms	6.6580 KOps/s	6.8733 KOps/s	$\color{#d91a1a}-3.13\%$
test_update	0.2595ms	20.5735μs	48.6061 KOps/s	44.2350 KOps/s	$\textbf{\color{#35bf28}+9.88\%}$
test_update_nested	0.1722ms	28.8959μs	34.6070 KOps/s	31.4679 KOps/s	$\textbf{\color{#35bf28}+9.98\%}$
test_update__nested	0.1276ms	24.4672μs	40.8711 KOps/s	39.6062 KOps/s	$\color{#35bf28}+3.19\%$
test_set_nested	0.1182ms	20.8834μs	47.8850 KOps/s	45.0522 KOps/s	$\textbf{\color{#35bf28}+6.29\%}$
test_set_nested_new	0.2578ms	25.9310μs	38.5639 KOps/s	38.0123 KOps/s	$\color{#35bf28}+1.45\%$
test_select	0.1494ms	38.5117μs	25.9661 KOps/s	24.1244 KOps/s	$\textbf{\color{#35bf28}+7.63\%}$
test_select_nested	0.1420ms	58.8708μs	16.9863 KOps/s	16.7992 KOps/s	$\color{#35bf28}+1.11\%$
test_exclude_nested	0.2474ms	0.1174ms	8.5207 KOps/s	8.5057 KOps/s	$\color{#35bf28}+0.18\%$
test_empty[True]	1.6896ms	0.3897ms	2.5664 KOps/s	2.5445 KOps/s	$\color{#35bf28}+0.86\%$
test_empty[False]	9.6742μs	1.0613μs	942.2302 KOps/s	912.0619 KOps/s	$\color{#35bf28}+3.31\%$
test_unbind_speed	0.4367ms	0.2541ms	3.9361 KOps/s	3.9291 KOps/s	$\color{#35bf28}+0.18\%$
test_unbind_speed_stack0	0.7718ms	0.2456ms	4.0720 KOps/s	3.9609 KOps/s	$\color{#35bf28}+2.81\%$
test_unbind_speed_stack1	0.1453s	0.7074ms	1.4136 KOps/s	1.4253 KOps/s	$\color{#d91a1a}-0.82\%$
test_split	1.6139ms	1.4813ms	675.0752 Ops/s	607.2258 Ops/s	$\textbf{\color{#35bf28}+11.17\%}$
test_chunk	0.1362s	1.6949ms	590.0201 Ops/s	685.3620 Ops/s	$\textbf{\color{#d91a1a}-13.91\%}$
test_creation[device0]	0.2758ms	0.1051ms	9.5182 KOps/s	9.5100 KOps/s	$\color{#35bf28}+0.09\%$
test_creation_from_tensor	5.4208ms	85.1248μs	11.7475 KOps/s	12.2639 KOps/s	$\color{#d91a1a}-4.21\%$
test_add_one[memmap_tensor0]	0.1235ms	5.4851μs	182.3131 KOps/s	182.7967 KOps/s	$\color{#d91a1a}-0.26\%$
test_contiguous[memmap_tensor0]	24.6870μs	0.6546μs	1.5277 MOps/s	1.5761 MOps/s	$\color{#d91a1a}-3.07\%$
test_stack[memmap_tensor0]	34.2730μs	3.7330μs	267.8845 KOps/s	285.1781 KOps/s	$\textbf{\color{#d91a1a}-6.06\%}$
test_memmaptd_index	1.0888ms	0.2388ms	4.1871 KOps/s	4.2485 KOps/s	$\color{#d91a1a}-1.44\%$
test_memmaptd_index_astensor	0.5712ms	0.3006ms	3.3265 KOps/s	3.2159 KOps/s	$\color{#35bf28}+3.44\%$
test_memmaptd_index_op	0.8892ms	0.5859ms	1.7069 KOps/s	1.6497 KOps/s	$\color{#35bf28}+3.47\%$
test_serialize_model	0.1126s	0.1041s	9.6082 Ops/s	8.1470 Ops/s	$\textbf{\color{#35bf28}+17.94\%}$
test_serialize_model_pickle	0.4637s	0.3772s	2.6508 Ops/s	2.5825 Ops/s	$\color{#35bf28}+2.65\%$
test_serialize_weights	0.1085s	0.1008s	9.9188 Ops/s	9.9790 Ops/s	$\color{#d91a1a}-0.60\%$
test_serialize_weights_returnearly	0.1408s	0.1275s	7.8413 Ops/s	8.1410 Ops/s	$\color{#d91a1a}-3.68\%$
test_serialize_weights_pickle	0.7978s	0.4935s	2.0262 Ops/s	1.5012 Ops/s	$\textbf{\color{#35bf28}+34.97\%}$
test_serialize_weights_filesystem	98.3749ms	93.6366ms	10.6796 Ops/s	9.3457 Ops/s	$\textbf{\color{#35bf28}+14.27\%}$
test_serialize_model_filesystem	0.1040s	95.1582ms	10.5088 Ops/s	10.4778 Ops/s	$\color{#35bf28}+0.30\%$
test_reshape_pytree	65.1410μs	20.5472μs	48.6685 KOps/s	47.6433 KOps/s	$\color{#35bf28}+2.15\%$
test_reshape_td	82.0460μs	32.2702μs	30.9884 KOps/s	31.2899 KOps/s	$\color{#d91a1a}-0.96\%$
test_view_pytree	57.9480μs	20.5526μs	48.6557 KOps/s	48.0023 KOps/s	$\color{#35bf28}+1.36\%$
test_view_td	0.1466s	65.3023μs	15.3134 KOps/s	14.3655 KOps/s	$\textbf{\color{#35bf28}+6.60\%}$
test_unbind_pytree	61.5640μs	24.1371μs	41.4300 KOps/s	40.4108 KOps/s	$\color{#35bf28}+2.52\%$
test_unbind_td	0.1321ms	36.7350μs	27.2220 KOps/s	26.9905 KOps/s	$\color{#35bf28}+0.86\%$
test_split_pytree	65.1320μs	23.6147μs	42.3465 KOps/s	42.2052 KOps/s	$\color{#35bf28}+0.33\%$
test_split_td	0.1339ms	40.2995μs	24.8142 KOps/s	25.0008 KOps/s	$\color{#d91a1a}-0.75\%$
test_add_pytree	75.5010μs	29.5999μs	33.7839 KOps/s	33.1602 KOps/s	$\color{#35bf28}+1.88\%$
test_add_td	0.1188ms	52.4343μs	19.0715 KOps/s	18.0950 KOps/s	$\textbf{\color{#35bf28}+5.40\%}$
test_distributed	0.2106ms	0.1007ms	9.9264 KOps/s	9.7676 KOps/s	$\color{#35bf28}+1.63\%$
test_tdmodule	50.4750μs	16.5861μs	60.2916 KOps/s	54.4310 KOps/s	$\textbf{\color{#35bf28}+10.77\%}$
test_tdmodule_dispatch	56.4850μs	32.6062μs	30.6690 KOps/s	28.0408 KOps/s	$\textbf{\color{#35bf28}+9.37\%}$
test_tdseq	57.6780μs	19.0298μs	52.5492 KOps/s	47.4031 KOps/s	$\textbf{\color{#35bf28}+10.86\%}$
test_tdseq_dispatch	77.9860μs	37.7004μs	26.5249 KOps/s	23.8289 KOps/s	$\textbf{\color{#35bf28}+11.31\%}$
test_instantiation_functorch	1.6034ms	1.3093ms	763.7439 Ops/s	756.7543 Ops/s	$\color{#35bf28}+0.92\%$
test_instantiation_td	2.1193ms	1.0168ms	983.4473 Ops/s	982.6445 Ops/s	$\color{#35bf28}+0.08\%$
test_exec_functorch	0.2365ms	0.1583ms	6.3190 KOps/s	6.2718 KOps/s	$\color{#35bf28}+0.75\%$
test_exec_functional_call	0.2950ms	0.1491ms	6.7073 KOps/s	6.7992 KOps/s	$\color{#d91a1a}-1.35\%$
test_exec_td	0.2705ms	0.1443ms	6.9283 KOps/s	6.7989 KOps/s	$\color{#35bf28}+1.90\%$
test_exec_td_decorator	0.8103ms	0.1966ms	5.0872 KOps/s	5.0303 KOps/s	$\color{#35bf28}+1.13\%$
test_vmap_mlp_speed[True-True]	0.6750ms	0.4765ms	2.0988 KOps/s	2.0752 KOps/s	$\color{#35bf28}+1.14\%$
test_vmap_mlp_speed[True-False]	0.8067ms	0.4700ms	2.1275 KOps/s	2.0776 KOps/s	$\color{#35bf28}+2.40\%$
test_vmap_mlp_speed[False-True]	0.6129ms	0.3870ms	2.5839 KOps/s	2.6002 KOps/s	$\color{#d91a1a}-0.63\%$
test_vmap_mlp_speed[False-False]	0.6217ms	0.3876ms	2.5799 KOps/s	2.5950 KOps/s	$\color{#d91a1a}-0.58\%$
test_vmap_mlp_speed_decorator[True-True]	0.7565ms	0.4946ms	2.0219 KOps/s	1.9500 KOps/s	$\color{#35bf28}+3.69\%$
test_vmap_mlp_speed_decorator[True-False]	0.7028ms	0.4919ms	2.0328 KOps/s	2.0096 KOps/s	$\color{#35bf28}+1.16\%$
test_vmap_mlp_speed_decorator[False-True]	0.6243ms	0.4037ms	2.4772 KOps/s	2.4864 KOps/s	$\color{#d91a1a}-0.37\%$
test_vmap_mlp_speed_decorator[False-False]	0.5913ms	0.4019ms	2.4879 KOps/s	2.4838 KOps/s	$\color{#35bf28}+0.17\%$
test_to_module_speed[True]	1.5095ms	1.3870ms	720.9938 Ops/s	593.3002 Ops/s	$\textbf{\color{#35bf28}+21.52\%}$
test_to_module_speed[False]	1.9385ms	1.3708ms	729.5186 Ops/s	707.4872 Ops/s	$\color{#35bf28}+3.11\%$