[Deprecate] Make calls to make_functional error

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• -> [Deprecate] Make calls to make_functional error #1034

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

Total Benchmarks: 218. Improved: $\large\color{#35bf28}17$. Worsened: $\large\color{#d91a1a}9$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	39.6910μs	16.7877μs	59.5675 KOps/s	60.8527 KOps/s	$\color{#d91a1a}-2.11\%$
test_plain_set_stack_nested	54.8200μs	16.8615μs	59.3068 KOps/s	60.0456 KOps/s	$\color{#d91a1a}-1.23\%$
test_plain_set_nested_inplace	0.1577ms	18.1021μs	55.2423 KOps/s	56.8466 KOps/s	$\color{#d91a1a}-2.82\%$
test_plain_set_stack_nested_inplace	55.3010μs	18.0884μs	55.2840 KOps/s	56.5874 KOps/s	$\color{#d91a1a}-2.30\%$
test_items	27.3500μs	2.8866μs	346.4255 KOps/s	341.6969 KOps/s	$\color{#35bf28}+1.38\%$
test_items_nested	0.3971ms	0.3405ms	2.9372 KOps/s	2.8719 KOps/s	$\color{#35bf28}+2.27\%$
test_items_nested_locked	0.4057ms	0.3447ms	2.9011 KOps/s	2.8434 KOps/s	$\color{#35bf28}+2.03\%$
test_items_nested_leaf	97.9610μs	62.7772μs	15.9293 KOps/s	15.7661 KOps/s	$\color{#35bf28}+1.04\%$
test_items_stack_nested	0.4035ms	0.3455ms	2.8942 KOps/s	2.8715 KOps/s	$\color{#35bf28}+0.79\%$
test_items_stack_nested_leaf	97.2710μs	64.6526μs	15.4673 KOps/s	15.2943 KOps/s	$\color{#35bf28}+1.13\%$
test_items_stack_nested_locked	0.4037ms	0.3451ms	2.8979 KOps/s	2.8374 KOps/s	$\color{#35bf28}+2.13\%$
test_keys	31.3000μs	3.4559μs	289.3592 KOps/s	286.4553 KOps/s	$\color{#35bf28}+1.01\%$
test_keys_nested	0.1024ms	71.6294μs	13.9607 KOps/s	13.7959 KOps/s	$\color{#35bf28}+1.19\%$
test_keys_nested_locked	2.8082ms	77.3051μs	12.9358 KOps/s	12.7332 KOps/s	$\color{#35bf28}+1.59\%$
test_keys_nested_leaf	0.2094ms	62.0729μs	16.1101 KOps/s	15.8101 KOps/s	$\color{#35bf28}+1.90\%$
test_keys_stack_nested	0.1006ms	70.4771μs	14.1890 KOps/s	13.7162 KOps/s	$\color{#35bf28}+3.45\%$
test_keys_stack_nested_leaf	95.1510μs	62.7398μs	15.9388 KOps/s	15.4902 KOps/s	$\color{#35bf28}+2.90\%$
test_keys_stack_nested_locked	0.3485ms	76.9485μs	12.9957 KOps/s	12.6792 KOps/s	$\color{#35bf28}+2.50\%$
test_values	5.4733μs	0.8387μs	1.1923 MOps/s	1.1783 MOps/s	$\color{#35bf28}+1.18\%$
test_values_nested	98.4910μs	49.7683μs	20.0931 KOps/s	20.1560 KOps/s	$\color{#d91a1a}-0.31\%$
test_values_nested_locked	87.4510μs	51.2689μs	19.5050 KOps/s	19.4419 KOps/s	$\color{#35bf28}+0.32\%$
test_values_nested_leaf	77.8410μs	43.8854μs	22.7866 KOps/s	22.7689 KOps/s	$\color{#35bf28}+0.08\%$
test_values_stack_nested	81.1800μs	50.9202μs	19.6386 KOps/s	19.4595 KOps/s	$\color{#35bf28}+0.92\%$
test_values_stack_nested_leaf	69.4600μs	44.1915μs	22.6288 KOps/s	22.3633 KOps/s	$\color{#35bf28}+1.19\%$
test_values_stack_nested_locked	84.1710μs	52.2211μs	19.1493 KOps/s	19.0475 KOps/s	$\color{#35bf28}+0.53\%$
test_membership	2.6060μs	0.5327μs	1.8773 MOps/s	1.8664 MOps/s	$\color{#35bf28}+0.58\%$
test_membership_nested	96.2360μs	1.9218μs	520.3382 KOps/s	505.9539 KOps/s	$\color{#35bf28}+2.84\%$
test_membership_nested_leaf	98.4810μs	1.9113μs	523.2077 KOps/s	508.0035 KOps/s	$\color{#35bf28}+2.99\%$
test_membership_stacked_nested	33.0000μs	1.9661μs	508.6129 KOps/s	480.3579 KOps/s	$\textbf{\color{#35bf28}+5.88\%}$
test_membership_stacked_nested_leaf	42.3100μs	1.9812μs	504.7380 KOps/s	484.8572 KOps/s	$\color{#35bf28}+4.10\%$
test_membership_nested_last	33.8400μs	3.0670μs	326.0515 KOps/s	315.3593 KOps/s	$\color{#35bf28}+3.39\%$
test_membership_nested_leaf_last	39.9710μs	3.1188μs	320.6368 KOps/s	315.9096 KOps/s	$\color{#35bf28}+1.50\%$
test_membership_stacked_nested_last	0.1638ms	8.3978μs	119.0791 KOps/s	234.8492 KOps/s	$\textbf{\color{#d91a1a}-49.30\%}$
test_membership_stacked_nested_leaf_last	34.6900μs	8.4088μs	118.9233 KOps/s	235.1299 KOps/s	$\textbf{\color{#d91a1a}-49.42\%}$
test_nested_getleaf	28.9200μs	6.1665μs	162.1660 KOps/s	159.9920 KOps/s	$\color{#35bf28}+1.36\%$
test_nested_get	0.1991ms	5.8970μs	169.5781 KOps/s	169.0383 KOps/s	$\color{#35bf28}+0.32\%$
test_stacked_getleaf	0.1824ms	6.2603μs	159.7380 KOps/s	161.3983 KOps/s	$\color{#d91a1a}-1.03\%$
test_stacked_get	34.8210μs	5.8928μs	169.6995 KOps/s	172.1933 KOps/s	$\color{#d91a1a}-1.45\%$
test_nested_getitemleaf	25.8000μs	6.3075μs	158.5423 KOps/s	159.1990 KOps/s	$\color{#d91a1a}-0.41\%$
test_nested_getitem	29.3310μs	5.9749μs	167.3661 KOps/s	169.0944 KOps/s	$\color{#d91a1a}-1.02\%$
test_stacked_getitemleaf	27.0800μs	6.3199μs	158.2300 KOps/s	158.2829 KOps/s	$\color{#d91a1a}-0.03\%$
test_stacked_getitem	30.4410μs	5.9407μs	168.3294 KOps/s	171.7870 KOps/s	$\color{#d91a1a}-2.01\%$
test_lock_nested	6.6288ms	0.4371ms	2.2879 KOps/s	2.2880 KOps/s	$-0.01\%$
test_lock_stack_nested	0.6017ms	0.3851ms	2.5966 KOps/s	2.5157 KOps/s	$\color{#35bf28}+3.21\%$
test_unlock_nested	0.8499ms	0.3708ms	2.6970 KOps/s	2.6777 KOps/s	$\color{#35bf28}+0.72\%$
test_unlock_stack_nested	0.4338ms	0.3217ms	3.1087 KOps/s	2.9873 KOps/s	$\color{#35bf28}+4.06\%$
test_flatten_speed	0.1581ms	77.6010μs	12.8864 KOps/s	12.9797 KOps/s	$\color{#d91a1a}-0.72\%$
test_unflatten_speed	0.4030ms	0.3275ms	3.0532 KOps/s	3.0227 KOps/s	$\color{#35bf28}+1.01\%$
test_common_ops	1.5619ms	1.2571ms	795.5038 Ops/s	801.7889 Ops/s	$\color{#d91a1a}-0.78\%$
test_creation	25.1300μs	1.5255μs	655.5250 KOps/s	654.3697 KOps/s	$\color{#35bf28}+0.18\%$
test_creation_empty	36.9900μs	14.8511μs	67.3353 KOps/s	71.2384 KOps/s	$\textbf{\color{#d91a1a}-5.48\%}$
test_creation_nested_1	0.1078ms	16.5075μs	60.5785 KOps/s	63.0093 KOps/s	$\color{#d91a1a}-3.86\%$
test_creation_nested_2	61.0210μs	19.3627μs	51.6458 KOps/s	53.9435 KOps/s	$\color{#d91a1a}-4.26\%$
test_clone	0.2207ms	28.8207μs	34.6973 KOps/s	34.7162 KOps/s	$\color{#d91a1a}-0.05\%$
test_getitem[int]	1.2840ms	16.5252μs	60.5138 KOps/s	60.1196 KOps/s	$\color{#35bf28}+0.66\%$
test_getitem[slice_int]	0.1211ms	28.1439μs	35.5317 KOps/s	35.0829 KOps/s	$\color{#35bf28}+1.28\%$
test_getitem[range]	0.2235ms	0.1134ms	8.8147 KOps/s	8.8344 KOps/s	$\color{#d91a1a}-0.22\%$
test_getitem[tuple]	0.1226ms	24.3754μs	41.0249 KOps/s	39.6797 KOps/s	$\color{#35bf28}+3.39\%$
test_getitem[list]	0.2562ms	0.1017ms	9.8353 KOps/s	9.2523 KOps/s	$\textbf{\color{#35bf28}+6.30\%}$
test_setitem_dim[int]	78.3910μs	45.3539μs	22.0488 KOps/s	20.3209 KOps/s	$\textbf{\color{#35bf28}+8.50\%}$
test_setitem_dim[slice_int]	0.1040ms	67.9526μs	14.7161 KOps/s	14.6675 KOps/s	$\color{#35bf28}+0.33\%$
test_setitem_dim[range]	0.2865ms	0.1311ms	7.6288 KOps/s	7.6294 KOps/s	$-0.01\%$
test_setitem_dim[tuple]	0.2035ms	61.5182μs	16.2553 KOps/s	16.2922 KOps/s	$\color{#d91a1a}-0.23\%$
test_setitem	0.1942ms	41.5651μs	24.0586 KOps/s	24.1845 KOps/s	$\color{#d91a1a}-0.52\%$
test_set	0.1908ms	40.6739μs	24.5858 KOps/s	22.3543 KOps/s	$\textbf{\color{#35bf28}+9.98\%}$
test_set_shared	0.3517ms	54.5592μs	18.3287 KOps/s	16.4226 KOps/s	$\textbf{\color{#35bf28}+11.61\%}$
test_update	0.1957ms	49.2290μs	20.3132 KOps/s	18.4238 KOps/s	$\textbf{\color{#35bf28}+10.26\%}$
test_update_nested	0.1961ms	56.4193μs	17.7244 KOps/s	16.3088 KOps/s	$\textbf{\color{#35bf28}+8.68\%}$
test_update__nested	0.1565ms	61.1145μs	16.3627 KOps/s	16.2241 KOps/s	$\color{#35bf28}+0.85\%$
test_set_nested	0.1902ms	42.6455μs	23.4491 KOps/s	23.4632 KOps/s	$\color{#d91a1a}-0.06\%$
test_set_nested_new	0.1902ms	46.9815μs	21.2850 KOps/s	21.7026 KOps/s	$\color{#d91a1a}-1.92\%$
test_select	0.2174ms	62.4476μs	16.0134 KOps/s	16.6699 KOps/s	$\color{#d91a1a}-3.94\%$
test_select_nested	79.2310μs	42.7740μs	23.3787 KOps/s	23.2528 KOps/s	$\color{#35bf28}+0.54\%$
test_exclude_nested	93.3510μs	59.1409μs	16.9088 KOps/s	16.5373 KOps/s	$\color{#35bf28}+2.25\%$
test_empty[True]	0.3501ms	0.2623ms	3.8120 KOps/s	3.7766 KOps/s	$\color{#35bf28}+0.94\%$
test_empty[False]	4.0641μs	0.7739μs	1.2922 MOps/s	1.3141 MOps/s	$\color{#d91a1a}-1.66\%$
test_to	74.0410μs	27.1530μs	36.8283 KOps/s	36.3978 KOps/s	$\color{#35bf28}+1.18\%$
test_to_nonblocking	63.8810μs	26.4330μs	37.8315 KOps/s	38.1910 KOps/s	$\color{#d91a1a}-0.94\%$
test_unbind_speed	1.0548ms	0.2828ms	3.5364 KOps/s	3.2540 KOps/s	$\textbf{\color{#35bf28}+8.68\%}$
test_unbind_speed_stack0	0.4056ms	0.2736ms	3.6544 KOps/s	3.3065 KOps/s	$\textbf{\color{#35bf28}+10.52\%}$
test_unbind_speed_stack1	92.7001ms	0.7038ms	1.4208 KOps/s	1.4052 KOps/s	$\color{#35bf28}+1.11\%$
test_split	93.6851ms	2.2179ms	450.8789 Ops/s	449.1140 Ops/s	$\color{#35bf28}+0.39\%$
test_chunk	95.5789ms	2.2240ms	449.6333 Ops/s	445.1170 Ops/s	$\color{#35bf28}+1.01\%$
test_creation[device0]	0.2964ms	0.1291ms	7.7464 KOps/s	7.7992 KOps/s	$\color{#d91a1a}-0.68\%$
test_creation_from_tensor	0.4761ms	0.1329ms	7.5244 KOps/s	7.6684 KOps/s	$\color{#d91a1a}-1.88\%$
test_add_one[memmap_tensor0]	0.2336ms	8.8309μs	113.2392 KOps/s	111.5256 KOps/s	$\color{#35bf28}+1.54\%$
test_contiguous[memmap_tensor0]	30.6500μs	2.1866μs	457.3228 KOps/s	458.2266 KOps/s	$\color{#d91a1a}-0.20\%$
test_stack[memmap_tensor0]	33.3300μs	6.7759μs	147.5819 KOps/s	142.2508 KOps/s	$\color{#35bf28}+3.75\%$
test_memmaptd_index	1.1633ms	0.4398ms	2.2739 KOps/s	2.2839 KOps/s	$\color{#d91a1a}-0.44\%$
test_memmaptd_index_astensor	0.9116ms	0.5107ms	1.9582 KOps/s	1.9472 KOps/s	$\color{#35bf28}+0.56\%$
test_memmaptd_index_op	1.4340ms	1.0529ms	949.7564 Ops/s	958.4298 Ops/s	$\color{#d91a1a}-0.90\%$
test_serialize_model	0.1309s	0.1298s	7.7050 Ops/s	7.6783 Ops/s	$\color{#35bf28}+0.35\%$
test_serialize_model_pickle	1.3656s	1.2146s	0.8233 Ops/s	0.8233 Ops/s	$+0.00\%$
test_serialize_weights	0.1310s	0.1295s	7.7237 Ops/s	7.7118 Ops/s	$\color{#35bf28}+0.15\%$
test_serialize_weights_returnearly	58.1460ms	46.2711ms	21.6117 Ops/s	15.4305 Ops/s	$\textbf{\color{#35bf28}+40.06\%}$
test_serialize_weights_pickle	1.3569s	1.2186s	0.8206 Ops/s	0.8212 Ops/s	$\color{#d91a1a}-0.07\%$
test_reshape_pytree	0.4165ms	35.8551μs	27.8900 KOps/s	27.9343 KOps/s	$\color{#d91a1a}-0.16\%$
test_reshape_td	0.1824ms	43.4530μs	23.0134 KOps/s	23.7852 KOps/s	$\color{#d91a1a}-3.25\%$
test_view_pytree	0.1798ms	35.9456μs	27.8198 KOps/s	28.1057 KOps/s	$\color{#d91a1a}-1.02\%$
test_view_td	0.4425ms	50.5685μs	19.7751 KOps/s	20.7355 KOps/s	$\color{#d91a1a}-4.63\%$
test_unbind_pytree	0.1656ms	34.6438μs	28.8652 KOps/s	28.8000 KOps/s	$\color{#35bf28}+0.23\%$
test_unbind_td	0.5139ms	43.9299μs	22.7635 KOps/s	22.5831 KOps/s	$\color{#35bf28}+0.80\%$
test_split_pytree	0.5784ms	47.3325μs	21.1271 KOps/s	21.2336 KOps/s	$\color{#d91a1a}-0.50\%$
test_split_td	0.1889ms	56.5422μs	17.6859 KOps/s	17.3373 KOps/s	$\color{#35bf28}+2.01\%$
test_add_pytree	0.2069ms	57.3104μs	17.4488 KOps/s	17.4844 KOps/s	$\color{#d91a1a}-0.20\%$
test_add_td	0.1498ms	94.4972μs	10.5823 KOps/s	10.9292 KOps/s	$\color{#d91a1a}-3.17\%$
test_compile_add_one_nested[tensordict-compile]	0.2894ms	0.1601ms	6.2458 KOps/s	6.1361 KOps/s	$\color{#35bf28}+1.79\%$
test_compile_add_one_nested[tensordict-eager]	0.3352ms	0.1644ms	6.0818 KOps/s	6.0311 KOps/s	$\color{#35bf28}+0.84\%$
test_compile_add_one_nested[pytree-compile]	0.2785ms	0.1450ms	6.8968 KOps/s	6.8234 KOps/s	$\color{#35bf28}+1.08\%$
test_compile_add_one_nested[pytree-eager]	0.3368ms	0.1844ms	5.4243 KOps/s	5.4640 KOps/s	$\color{#d91a1a}-0.73\%$
test_compile_copy_nested[tensordict-compile]	0.1707ms	22.2510μs	44.9418 KOps/s	45.3471 KOps/s	$\color{#d91a1a}-0.89\%$
test_compile_copy_nested[tensordict-eager]	92.8410μs	50.7323μs	19.7113 KOps/s	20.3924 KOps/s	$\color{#d91a1a}-3.34\%$
test_compile_copy_nested[pytree-compile]	0.2035ms	65.7354μs	15.2125 KOps/s	15.1362 KOps/s	$\color{#35bf28}+0.50\%$
test_compile_copy_nested[pytree-eager]	91.7610μs	50.6040μs	19.7613 KOps/s	20.1322 KOps/s	$\color{#d91a1a}-1.84\%$
test_compile_add_one_flat[tensordict-compile]	0.4711ms	0.3206ms	3.1187 KOps/s	3.0906 KOps/s	$\color{#35bf28}+0.91\%$
test_compile_add_one_flat[tensordict-eager]	0.3664ms	0.2346ms	4.2631 KOps/s	4.0818 KOps/s	$\color{#35bf28}+4.44\%$
test_compile_add_one_flat[tensorclass-compile]	0.2836ms	0.1273ms	7.8559 KOps/s	7.7389 KOps/s	$\color{#35bf28}+1.51\%$
test_compile_add_one_flat[tensorclass-eager]	0.2214ms	66.5680μs	15.0222 KOps/s	14.5843 KOps/s	$\color{#35bf28}+3.00\%$
test_compile_add_one_flat[pytree-compile]	0.4195ms	0.3175ms	3.1499 KOps/s	3.1278 KOps/s	$\color{#35bf28}+0.71\%$
test_compile_add_one_flat[pytree-eager]	0.7954ms	0.6224ms	1.6067 KOps/s	1.6163 KOps/s	$\color{#d91a1a}-0.60\%$
test_compile_add_self_flat[tensordict-eager]	0.4290ms	0.2859ms	3.4983 KOps/s	3.3488 KOps/s	$\color{#35bf28}+4.47\%$
test_compile_add_self_flat[tensordict-compile]	0.3842ms	0.3227ms	3.0991 KOps/s	3.0731 KOps/s	$\color{#35bf28}+0.84\%$
test_compile_add_self_flat[tensorclass-eager]	0.2272ms	80.4748μs	12.4262 KOps/s	12.4211 KOps/s	$\color{#35bf28}+0.04\%$
test_compile_add_self_flat[tensorclass-compile]	0.2425ms	0.1284ms	7.7894 KOps/s	7.6218 KOps/s	$\color{#35bf28}+2.20\%$
test_compile_add_self_flat[pytree-eager]	0.6801ms	0.5279ms	1.8943 KOps/s	1.8944 KOps/s	$-0.01\%$
test_compile_add_self_flat[pytree-compile]	0.3780ms	0.3194ms	3.1305 KOps/s	3.1340 KOps/s	$\color{#d91a1a}-0.11\%$
test_compile_copy_flat[tensordict-compile]	0.1587ms	19.3463μs	51.6893 KOps/s	49.5386 KOps/s	$\color{#35bf28}+4.34\%$
test_compile_copy_flat[tensordict-eager]	87.7510μs	38.9450μs	25.6772 KOps/s	25.7810 KOps/s	$\color{#d91a1a}-0.40\%$
test_compile_copy_flat[pytree-compile]	0.1113ms	70.6284μs	14.1586 KOps/s	14.0823 KOps/s	$\color{#35bf28}+0.54\%$
test_compile_copy_flat[pytree-eager]	84.6800μs	51.6507μs	19.3608 KOps/s	19.3505 KOps/s	$\color{#35bf28}+0.05\%$
test_compile_assign_and_add[tensordict-compile]	2.3818ms	0.7866ms	1.2713 KOps/s	1.0883 KOps/s	$\textbf{\color{#35bf28}+16.81\%}$
test_compile_assign_and_add[tensordict-eager]	3.5076ms	3.3240ms	300.8428 Ops/s	299.9918 Ops/s	$\color{#35bf28}+0.28\%$
test_compile_assign_and_add[pytree-compile]	2.3485ms	0.8274ms	1.2086 KOps/s	1.1249 KOps/s	$\textbf{\color{#35bf28}+7.44\%}$
test_compile_assign_and_add[pytree-eager]	3.4031ms	3.2285ms	309.7373 Ops/s	304.9373 Ops/s	$\color{#35bf28}+1.57\%$
test_compile_indexing[tensor-tensordict-compile]	0.2563ms	0.1090ms	9.1722 KOps/s	9.1756 KOps/s	$\color{#d91a1a}-0.04\%$
test_compile_indexing[tensor-tensordict-eager]	0.2031ms	62.5606μs	15.9845 KOps/s	15.7751 KOps/s	$\color{#35bf28}+1.33\%$
test_compile_indexing[tensor-tensorclass-compile]	0.2288ms	0.1032ms	9.6903 KOps/s	9.6590 KOps/s	$\color{#35bf28}+0.32\%$
test_compile_indexing[tensor-tensorclass-eager]	0.2069ms	44.2172μs	22.6156 KOps/s	22.2062 KOps/s	$\color{#35bf28}+1.84\%$
test_compile_indexing[tensor-pytree-compile]	0.2544ms	0.1042ms	9.5934 KOps/s	9.5702 KOps/s	$\color{#35bf28}+0.24\%$
test_compile_indexing[tensor-pytree-eager]	0.2082ms	43.7400μs	22.8624 KOps/s	22.3201 KOps/s	$\color{#35bf28}+2.43\%$
test_compile_indexing[slice-tensordict-compile]	0.2891ms	0.1393ms	7.1770 KOps/s	7.1863 KOps/s	$\color{#d91a1a}-0.13\%$
test_compile_indexing[slice-tensordict-eager]	0.1641ms	26.2850μs	38.0446 KOps/s	38.1219 KOps/s	$\color{#d91a1a}-0.20\%$
test_compile_indexing[slice-tensorclass-compile]	0.2815ms	0.1328ms	7.5283 KOps/s	7.2015 KOps/s	$\color{#35bf28}+4.54\%$
test_compile_indexing[slice-tensorclass-eager]	0.2020ms	21.0827μs	47.4322 KOps/s	45.2839 KOps/s	$\color{#35bf28}+4.74\%$
test_compile_indexing[slice-pytree-compile]	0.3895ms	0.1338ms	7.4750 KOps/s	7.4679 KOps/s	$\color{#35bf28}+0.09\%$
test_compile_indexing[slice-pytree-eager]	54.1100μs	21.2125μs	47.1420 KOps/s	45.6568 KOps/s	$\color{#35bf28}+3.25\%$
test_compile_indexing[int-tensordict-compile]	0.4199ms	0.1399ms	7.1466 KOps/s	7.1385 KOps/s	$\color{#35bf28}+0.11\%$
test_compile_indexing[int-tensordict-eager]	0.4579ms	25.8797μs	38.6403 KOps/s	38.6834 KOps/s	$\color{#d91a1a}-0.11\%$
test_compile_indexing[int-tensorclass-compile]	0.2713ms	0.1339ms	7.4660 KOps/s	7.4736 KOps/s	$\color{#d91a1a}-0.10\%$
test_compile_indexing[int-tensorclass-eager]	61.3610μs	21.4719μs	46.5725 KOps/s	46.4699 KOps/s	$\color{#35bf28}+0.22\%$
test_compile_indexing[int-pytree-compile]	0.2669ms	0.1336ms	7.4839 KOps/s	7.5084 KOps/s	$\color{#d91a1a}-0.33\%$
test_compile_indexing[int-pytree-eager]	62.5310μs	21.4524μs	46.6149 KOps/s	47.0957 KOps/s	$\color{#d91a1a}-1.02\%$
test_mod_add[eager]	0.1750ms	32.2129μs	31.0435 KOps/s	31.8397 KOps/s	$\color{#d91a1a}-2.50\%$
test_mod_add[compile]	0.1990ms	71.3446μs	14.0165 KOps/s	12.8607 KOps/s	$\textbf{\color{#35bf28}+8.99\%}$
test_mod_add[compile-overhead]	0.2597ms	0.1352ms	7.3980 KOps/s	6.9943 KOps/s	$\textbf{\color{#35bf28}+5.77\%}$
test_mod_wrap[eager]	0.3975ms	0.2441ms	4.0963 KOps/s	4.0759 KOps/s	$\color{#35bf28}+0.50\%$
test_mod_wrap[compile]	1.3879ms	0.3094ms	3.2324 KOps/s	3.1469 KOps/s	$\color{#35bf28}+2.72\%$
test_mod_wrap[compile-overhead]	7.3391ms	3.9008ms	256.3586 Ops/s	246.2656 Ops/s	$\color{#35bf28}+4.10\%$
test_mod_wrap_and_backward[eager]	1.6261ms	1.3669ms	731.5702 Ops/s	683.2319 Ops/s	$\textbf{\color{#35bf28}+7.07\%}$
test_mod_wrap_and_backward[compile]	1.7885ms	1.3454ms	743.2925 Ops/s	679.1767 Ops/s	$\textbf{\color{#35bf28}+9.44\%}$
test_mod_wrap_and_backward[compile-overhead]	1.3961ms	0.9403ms	1.0635 KOps/s	1.0699 KOps/s	$\color{#d91a1a}-0.60\%$
test_seq_add[eager]	0.2468ms	98.9535μs	10.1058 KOps/s	10.1764 KOps/s	$\color{#d91a1a}-0.69\%$
test_seq_add[compile]	0.2329ms	82.4870μs	12.1231 KOps/s	11.9628 KOps/s	$\color{#35bf28}+1.34\%$
test_seq_add[compile-overhead]	0.2207ms	0.1147ms	8.7177 KOps/s	8.5881 KOps/s	$\color{#35bf28}+1.51\%$
test_seq_wrap[eager]	0.5201ms	0.3859ms	2.5911 KOps/s	2.5542 KOps/s	$\color{#35bf28}+1.44\%$
test_seq_wrap[compile]	0.4640ms	0.3193ms	3.1322 KOps/s	2.9302 KOps/s	$\textbf{\color{#35bf28}+6.89\%}$
test_seq_wrap[compile-overhead]	0.3698ms	0.2221ms	4.5015 KOps/s	4.4493 KOps/s	$\color{#35bf28}+1.17\%$
test_func_call_runtime[False-eager]	0.9055ms	0.7571ms	1.3209 KOps/s	1.3113 KOps/s	$\color{#35bf28}+0.73\%$
test_func_call_runtime[False-compile]	0.9898ms	0.7987ms	1.2520 KOps/s	1.2345 KOps/s	$\color{#35bf28}+1.41\%$
test_func_call_runtime[False-compile-overhead]	0.5337ms	0.3644ms	2.7443 KOps/s	2.7533 KOps/s	$\color{#d91a1a}-0.33\%$
test_func_call_runtime[True-eager]	1.0352ms	0.9185ms	1.0887 KOps/s	1.0856 KOps/s	$\color{#35bf28}+0.29\%$
test_func_call_runtime[True-compile]	0.9735ms	0.8210ms	1.2180 KOps/s	1.2048 KOps/s	$\color{#35bf28}+1.09\%$
test_func_call_runtime[True-compile-overhead]	0.5317ms	0.3863ms	2.5885 KOps/s	2.6101 KOps/s	$\color{#d91a1a}-0.83\%$
test_func_call_cm_runtime[False-eager]	0.8926ms	0.7507ms	1.3321 KOps/s	1.3274 KOps/s	$\color{#35bf28}+0.35\%$
test_func_call_cm_runtime[False-compile]	0.9658ms	0.8018ms	1.2472 KOps/s	1.2257 KOps/s	$\color{#35bf28}+1.75\%$
test_func_call_cm_runtime[False-compile-overhead]	0.5207ms	0.3674ms	2.7221 KOps/s	2.7272 KOps/s	$\color{#d91a1a}-0.19\%$
test_func_call_cm_runtime[True-eager]	1.2129ms	1.0281ms	972.6653 Ops/s	964.2272 Ops/s	$\color{#35bf28}+0.88\%$
test_func_call_cm_runtime[True-compile]	1.0164ms	0.8465ms	1.1814 KOps/s	1.1587 KOps/s	$\color{#35bf28}+1.96\%$
test_func_call_cm_runtime[True-compile-overhead]	0.4535ms	0.4073ms	2.4554 KOps/s	2.4389 KOps/s	$\color{#35bf28}+0.68\%$
test_vmap_func_call_cm_runtime[eager]	2.5789ms	2.1039ms	475.3119 Ops/s	471.2238 Ops/s	$\color{#35bf28}+0.87\%$
test_vmap_func_call_cm_runtime[compile]	1.0205ms	0.8697ms	1.1499 KOps/s	1.1394 KOps/s	$\color{#35bf28}+0.92\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.5538ms	0.4116ms	2.4297 KOps/s	2.4181 KOps/s	$\color{#35bf28}+0.48\%$
test_distributed	2.6740ms	0.1712ms	5.8400 KOps/s	8.5264 KOps/s	$\textbf{\color{#d91a1a}-31.51\%}$
test_tdmodule	0.2791ms	15.3569μs	65.1174 KOps/s	69.9910 KOps/s	$\textbf{\color{#d91a1a}-6.96\%}$
test_tdmodule_dispatch	73.3710μs	29.0086μs	34.4725 KOps/s	36.5188 KOps/s	$\textbf{\color{#d91a1a}-5.60\%}$
test_tdseq	35.5900μs	16.1238μs	62.0203 KOps/s	65.8870 KOps/s	$\textbf{\color{#d91a1a}-5.87\%}$
test_tdseq_dispatch	58.6410μs	31.2118μs	32.0392 KOps/s	33.2305 KOps/s	$\color{#d91a1a}-3.59\%$
test_instantiation_functorch	2.0789ms	1.8936ms	528.1039 Ops/s	522.5158 Ops/s	$\color{#35bf28}+1.07\%$
test_exec_functorch	0.3604ms	0.2118ms	4.7223 KOps/s	4.6733 KOps/s	$\color{#35bf28}+1.05\%$
test_exec_functional_call	0.3541ms	0.2119ms	4.7195 KOps/s	4.6261 KOps/s	$\color{#35bf28}+2.02\%$
test_exec_td_decorator	0.4373ms	0.2655ms	3.7659 KOps/s	3.7075 KOps/s	$\color{#35bf28}+1.58\%$
test_vmap_mlp_speed_decorator[True-True]	0.7997ms	0.6829ms	1.4643 KOps/s	1.4605 KOps/s	$\color{#35bf28}+0.26\%$
test_vmap_mlp_speed_decorator[True-False]	0.8599ms	0.6891ms	1.4513 KOps/s	1.4549 KOps/s	$\color{#d91a1a}-0.25\%$
test_vmap_mlp_speed_decorator[False-True]	0.7793ms	0.6128ms	1.6319 KOps/s	1.6579 KOps/s	$\color{#d91a1a}-1.57\%$
test_vmap_mlp_speed_decorator[False-False]	0.7551ms	0.6031ms	1.6581 KOps/s	1.6459 KOps/s	$\color{#35bf28}+0.74\%$
test_vmap_transformer_speed_decorator[True-True]	19.8245ms	19.6110ms	50.9919 Ops/s	50.7148 Ops/s	$\color{#35bf28}+0.55\%$
test_vmap_transformer_speed_decorator[True-False]	20.2583ms	19.6083ms	50.9987 Ops/s	50.6304 Ops/s	$\color{#35bf28}+0.73\%$
test_vmap_transformer_speed_decorator[False-True]	19.5280ms	19.4396ms	51.4414 Ops/s	51.1640 Ops/s	$\color{#35bf28}+0.54\%$
test_vmap_transformer_speed_decorator[False-False]	20.0597ms	19.4768ms	51.3431 Ops/s	51.0259 Ops/s	$\color{#35bf28}+0.62\%$
test_to_module_speed[True]	1.4132ms	1.0230ms	977.5458 Ops/s	974.1738 Ops/s	$\color{#35bf28}+0.35\%$
test_to_module_speed[False]	1.4311ms	0.9865ms	1.0137 KOps/s	1.0070 KOps/s	$\color{#35bf28}+0.67\%$
test_tc_init	0.1070ms	34.6354μs	28.8722 KOps/s	30.4458 KOps/s	$\textbf{\color{#d91a1a}-5.17\%}$
test_tc_init_nested	0.1055ms	69.0786μs	14.4763 KOps/s	14.7698 KOps/s	$\color{#d91a1a}-1.99\%$
test_tc_first_layer_tensor	5.1243μs	0.6948μs	1.4393 MOps/s	1.4426 MOps/s	$\color{#d91a1a}-0.23\%$
test_tc_first_layer_nontensor	17.3700μs	2.2786μs	438.8614 KOps/s	440.4582 KOps/s	$\color{#d91a1a}-0.36\%$
test_tc_second_layer_tensor	20.0477μs	1.4192μs	704.6303 KOps/s	706.6038 KOps/s	$\color{#d91a1a}-0.28\%$
test_tc_second_layer_nontensor	25.5710μs	2.9712μs	336.5638 KOps/s	332.2267 KOps/s	$\color{#35bf28}+1.31\%$
test_unbind	0.1836s	12.1849ms	82.0688 Ops/s	100.0760 Ops/s	$\textbf{\color{#d91a1a}-17.99\%}$
test_full_like	0.7812ms	0.5741ms	1.7420 KOps/s	1.7398 KOps/s	$\color{#35bf28}+0.13\%$
test_zeros_like	0.3818ms	0.1982ms	5.0455 KOps/s	5.0528 KOps/s	$\color{#d91a1a}-0.15\%$
test_ones_like	0.3526ms	0.1978ms	5.0555 KOps/s	5.0543 KOps/s	$\color{#35bf28}+0.02\%$
test_clone	0.5629ms	0.4149ms	2.4102 KOps/s	2.4117 KOps/s	$\color{#d91a1a}-0.06\%$
test_squeeze	37.4900μs	9.8356μs	101.6719 KOps/s	97.9592 KOps/s	$\color{#35bf28}+3.79\%$
test_unsqueeze	0.2638ms	76.8474μs	13.0128 KOps/s	12.8296 KOps/s	$\color{#35bf28}+1.43\%$
test_split	0.3813ms	0.1591ms	6.2856 KOps/s	6.1382 KOps/s	$\color{#35bf28}+2.40\%$
test_permute	0.2742ms	0.1863ms	5.3689 KOps/s	5.3112 KOps/s	$\color{#35bf28}+1.09\%$
test_stack	1.2529ms	0.8740ms	1.1442 KOps/s	1.1528 KOps/s	$\color{#d91a1a}-0.75\%$
test_cat	1.3847ms	1.2316ms	811.9492 Ops/s	812.0695 Ops/s	$\color{#d91a1a}-0.01\%$