Test Enzyme in backends for AD

[ameligrana]

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.

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[github-actions]

⚠️ 2 benchmark regressions detected!

Click to expand benchmark results

Time is per entity/N, allocations are totals. Allocations are only shown for current.

N	Time main	Time curr	Factor	Allocs	Bytes
query_create
1000	5.84ns	5.88ns	1.01	0	0
query_create_filter
1000	5.91ns	5.91ns	1.00	0	0
query_posvel_1k_arch
100	8.26ns	8.29ns	1.00	0	0
1000	12.02ns	11.88ns	0.99	0	0
10000	2.88ns	2.85ns	0.99	0	0
100000	1.03ns	1.02ns	0.99	0	0
1000000	0.79ns	0.83ns	1.04	0	0
query_posvel_1k_arch_cached
100	7.67ns	7.58ns	0.99	0	0
1000	10.84ns	10.72ns	0.99	0	0
10000	2.75ns	2.71ns	0.99	0	0
100000	1.01ns	1.02ns	1.01	0	0
1000000	0.78ns	0.81ns	1.04	0	0
query_posvel_32_arch
100	2.42ns	2.44ns	1.01	0	0
1000	0.73ns	0.75ns	1.03	0	0
10000	0.46ns	0.46ns	1.00	0	0
100000	0.62ns	0.64ns	1.04	0	0
1000000	0.61ns	0.66ns	1.09	0	0
query_posvel_cold
100	0.87ns	0.84ns	0.98	0	0
1000	0.38ns	0.39ns	1.02	0	0
10000	0.43ns	0.43ns	1.02	0	0
100000	0.69ns	0.69ns	1.00	0	0
1000000	0.79ns	0.82ns	1.04	0	0
query_posvel_fields
100	0.39ns	0.39ns	1.00	0	0
1000	0.23ns	0.23ns	1.00	0	0
10000	0.32ns	0.32ns	1.00	0	0
100000	0.45ns	0.49ns	⚠️ 1.11	0	0
1000000	0.61ns	0.59ns	0.99	0	0
query_posvel_fields_broadcast
100	0.90ns	0.89ns	1.00	0	0
1000	0.71ns	0.71ns	1.00	0	0
10000	0.79ns	0.78ns	0.99	0	0
100000	0.99ns	0.96ns	0.97	0	0
1000000	1.48ns	1.48ns	1.03	0	0
query_posvel_hot
100	0.42ns	0.42ns	0.99	0	0
1000	0.24ns	0.24ns	1.00	0	0
10000	0.33ns	0.33ns	1.00	0	0
100000	0.49ns	0.49ns	1.01	0	0
1000000	0.62ns	0.60ns	0.98	0	0
query_posvel_soa
100	1.49ns	1.50ns	1.01	0	0
1000	1.35ns	1.35ns	0.99	0	0
10000	1.37ns	1.37ns	1.00	0	0
100000	1.38ns	1.38ns	1.00	0	0
1000000	1.38ns	1.39ns	1.00	0	0
query_posvel_soa_unpack
100	0.44ns	0.44ns	1.00	0	0
1000	0.24ns	0.24ns	1.00	0	0
10000	0.33ns	0.32ns	0.99	0	0
100000	0.45ns	0.50ns	⚠️ 1.12	0	0
1000000	0.58ns	0.61ns	1.06	0	0
world_add_remove_1
100	53.43ns	53.05ns	0.99	0	0
10000	54.25ns	53.95ns	0.99	0	0
world_add_remove_1_batch
100	6.55ns	6.42ns	0.98	0	0
10000	6.11ns	6.08ns	1.00	0	0
world_add_remove_1_large
100	58.76ns	58.87ns	1.00	0	0
10000	59.46ns	59.24ns	1.00	0	0
world_add_remove_1_soa
100	59.03ns	59.46ns	1.01	0	0
10000	60.37ns	60.46ns	1.00	0	0
world_add_remove_8
100	103.68ns	103.13ns	0.99	0	0
10000	105.26ns	104.70ns	0.99	0	0
world_add_remove_8_large
100	115.32ns	116.27ns	1.01	0	0
10000	117.70ns	117.47ns	1.00	0	0
world_add_remove_8_soa
100	130.39ns	129.69ns	0.99	0	0
10000	132.93ns	132.69ns	1.00	0	0
world_copy_entity_5
100	28.85ns	28.55ns	0.99	0	0
10000	28.78ns	28.48ns	0.99	0	0
world_get_1
100	1.04ns	1.05ns	1.01	0	0
10000	0.94ns	0.96ns	1.02	0	0
world_get_1_soa
100	1.62ns	1.62ns	1.00	0	0
10000	1.54ns	1.53ns	1.00	0	0
world_get_5
100	3.27ns	3.28ns	1.00	0	0
10000	3.20ns	3.21ns	1.00	0	0
world_get_5_unchecked
100	1.85ns	1.84ns	0.99	0	0
10000	1.83ns	1.81ns	0.99	0	0
world_get_rel
100	1.04ns	1.04ns	1.00	0	0
10000	0.94ns	0.94ns	1.00	0	0
world_has_1
100	1.05ns	1.05ns	1.00	0	0
10000	0.95ns	0.95ns	1.00	0	0
world_has_5
100	1.75ns	1.75ns	1.00	0	0
10000	1.68ns	1.68ns	1.00	0	0
world_new_entities_1
100	3.21ns	3.17ns	0.99	0	0
10000	2.44ns	2.42ns	0.99	0	0
world_new_entities_1_def
100	3.30ns	3.24ns	0.98	0	0
10000	2.61ns	2.59ns	0.99	0	0
world_new_entities_5
100	5.71ns	5.75ns	1.01	0	0
10000	4.67ns	4.70ns	1.01	0	0
world_new_entities_5_def
100	5.54ns	5.51ns	0.99	0	0
10000	4.71ns	4.78ns	1.02	0	0
world_new_entity_1
100	15.00ns	15.06ns	1.00	0	0
10000	14.97ns	14.89ns	0.99	0	0
world_new_entity_1_rel
100	37.57ns	37.10ns	0.99	0	0
10000	36.96ns	36.79ns	1.00	0	0
world_new_entity_1_soa
100	17.27ns	17.27ns	1.00	0	0
10000	17.16ns	17.02ns	0.99	0	0
world_new_entity_5
100	27.22ns	27.09ns	1.00	0	0
10000	27.58ns	27.41ns	0.99	0	0
world_new_entity_5_rel
100	55.50ns	56.77ns	1.02	0	0
10000	55.30ns	55.99ns	1.01	0	0
world_new_entity_5_soa
100	36.64ns	37.10ns	1.01	0	0
10000	37.14ns	37.56ns	1.01	0	0
world_posvel
100	2.83ns	2.83ns	1.00	0	0
10000	2.96ns	2.93ns	0.99	0	0
world_remove_entities_5
100	2.10ns	2.14ns	1.02	0	0
10000	0.97ns	0.97ns	1.00	0	0
world_remove_entity_5
100	22.67ns	22.74ns	1.00	0	0
10000	22.34ns	22.34ns	1.00	0	0
world_resource
1	7.18ns	7.00ns	0.98	0	0
world_set_1
100	2.79ns	2.85ns	1.02	0	0
10000	2.88ns	2.95ns	1.02	0	0
world_set_1_soa
100	2.66ns	2.73ns	1.02	0	0
10000	2.78ns	2.79ns	1.00	0	0
world_set_5
100	8.08ns	8.07ns	1.00	0	0
10000	8.80ns	8.79ns	1.00	0	0
world_set_rel
100	47.02ns	46.88ns	1.00	0	0
10000	43.11ns	42.76ns	0.99	0	0
world_set_rel_batch
100	3.78ns	3.74ns	0.99	0	0
10000	2.36ns	2.36ns	1.00	0	0
world_shuffle
100	9.62ns	9.64ns	1.00	0	0
10000	12.49ns	12.13ns	0.97	0	0
world_update_1
100	2.56ns	2.54ns	0.99	0	0
10000	2.63ns	2.62ns	1.00	0	0
world_update_5
100	9.78ns	9.69ns	0.99	0	0
10000	10.16ns	10.18ns	1.00	0	0