[CI] Fix docs

[vmoens]

Stack from ghstack (oldest at bottom):

• -> [CI] Fix docs #1298

[github-actions]

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

Total Benchmarks: 233. Improved: $\large\color{#35bf28}16$. Worsened: $\large\color{#d91a1a}22$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	25.5010μs	11.4302μs	87.4874 KOps/s	88.7367 KOps/s	$\color{#d91a1a}-1.41\%$
test_plain_set_stack_nested	67.9710μs	11.3366μs	88.2100 KOps/s	87.8831 KOps/s	$\color{#35bf28}+0.37\%$
test_plain_set_nested_inplace	0.1809ms	12.4913μs	80.0558 KOps/s	80.6094 KOps/s	$\color{#d91a1a}-0.69\%$
test_plain_set_stack_nested_inplace	36.7000μs	12.4772μs	80.1464 KOps/s	80.6735 KOps/s	$\color{#d91a1a}-0.65\%$
test_items	26.3600μs	2.8956μs	345.3504 KOps/s	345.2775 KOps/s	$\color{#35bf28}+0.02\%$
test_items_nested	0.4098ms	0.3656ms	2.7350 KOps/s	2.7556 KOps/s	$\color{#d91a1a}-0.75\%$
test_items_nested_locked	0.3945ms	0.3671ms	2.7242 KOps/s	2.7456 KOps/s	$\color{#d91a1a}-0.78\%$
test_items_nested_leaf	0.1650ms	60.4106μs	16.5534 KOps/s	16.6412 KOps/s	$\color{#d91a1a}-0.53\%$
test_items_stack_nested	0.4254ms	0.3670ms	2.7248 KOps/s	2.7727 KOps/s	$\color{#d91a1a}-1.73\%$
test_items_stack_nested_leaf	0.2415ms	60.4753μs	16.5357 KOps/s	16.5407 KOps/s	$\color{#d91a1a}-0.03\%$
test_items_stack_nested_locked	0.5705ms	0.3695ms	2.7063 KOps/s	2.7508 KOps/s	$\color{#d91a1a}-1.62\%$
test_keys	34.2800μs	3.4292μs	291.6132 KOps/s	287.5858 KOps/s	$\color{#35bf28}+1.40\%$
test_keys_nested	0.2249ms	90.1966μs	11.0869 KOps/s	11.3413 KOps/s	$\color{#d91a1a}-2.24\%$
test_keys_nested_locked	2.2965ms	95.8628μs	10.4316 KOps/s	10.5419 KOps/s	$\color{#d91a1a}-1.05\%$
test_keys_nested_leaf	0.1069ms	81.0668μs	12.3355 KOps/s	12.6168 KOps/s	$\color{#d91a1a}-2.23\%$
test_keys_stack_nested	0.1173ms	89.1005μs	11.2233 KOps/s	11.4258 KOps/s	$\color{#d91a1a}-1.77\%$
test_keys_stack_nested_leaf	0.1273ms	79.8670μs	12.5208 KOps/s	12.6824 KOps/s	$\color{#d91a1a}-1.27\%$
test_keys_stack_nested_locked	0.1534ms	95.2860μs	10.4947 KOps/s	10.6713 KOps/s	$\color{#d91a1a}-1.66\%$
test_values	8.9567μs	0.8491μs	1.1777 MOps/s	1.1762 MOps/s	$\color{#35bf28}+0.13\%$
test_values_nested	70.6510μs	38.1050μs	26.2432 KOps/s	26.6448 KOps/s	$\color{#d91a1a}-1.51\%$
test_values_nested_locked	71.5600μs	39.7750μs	25.1414 KOps/s	25.4199 KOps/s	$\color{#d91a1a}-1.10\%$
test_values_nested_leaf	78.9700μs	43.2745μs	23.1083 KOps/s	23.6115 KOps/s	$\color{#d91a1a}-2.13\%$
test_values_stack_nested	64.3810μs	37.8684μs	26.4073 KOps/s	26.5407 KOps/s	$\color{#d91a1a}-0.50\%$
test_values_stack_nested_leaf	0.1078ms	43.7454μs	22.8595 KOps/s	23.4413 KOps/s	$\color{#d91a1a}-2.48\%$
test_values_stack_nested_locked	63.2210μs	40.0399μs	24.9751 KOps/s	25.1740 KOps/s	$\color{#d91a1a}-0.79\%$
test_membership	1.5730μs	0.5022μs	1.9911 MOps/s	1.9901 MOps/s	$\color{#35bf28}+0.05\%$
test_membership_nested	93.1760μs	1.9774μs	505.7134 KOps/s	494.2586 KOps/s	$\color{#35bf28}+2.32\%$
test_membership_nested_leaf	21.3005μs	2.0248μs	493.8684 KOps/s	494.3534 KOps/s	$\color{#d91a1a}-0.10\%$
test_membership_stacked_nested	29.8900μs	2.0915μs	478.1342 KOps/s	481.0996 KOps/s	$\color{#d91a1a}-0.62\%$
test_membership_stacked_nested_leaf	0.2159ms	2.0779μs	481.2605 KOps/s	484.6193 KOps/s	$\color{#d91a1a}-0.69\%$
test_membership_nested_last	34.2700μs	3.0210μs	331.0188 KOps/s	330.9097 KOps/s	$\color{#35bf28}+0.03\%$
test_membership_nested_leaf_last	30.8600μs	3.0138μs	331.8099 KOps/s	327.5834 KOps/s	$\color{#35bf28}+1.29\%$
test_membership_stacked_nested_last	30.2800μs	3.0657μs	326.1864 KOps/s	326.3533 KOps/s	$\color{#d91a1a}-0.05\%$
test_membership_stacked_nested_leaf_last	25.9600μs	3.0345μs	329.5437 KOps/s	331.3074 KOps/s	$\color{#d91a1a}-0.53\%$
test_nested_getleaf	0.1595ms	13.1254μs	76.1882 KOps/s	76.6570 KOps/s	$\color{#d91a1a}-0.61\%$
test_nested_get	42.2510μs	12.3453μs	81.0027 KOps/s	80.2763 KOps/s	$\color{#35bf28}+0.90\%$
test_stacked_getleaf	42.4410μs	13.1101μs	76.2773 KOps/s	76.7350 KOps/s	$\color{#d91a1a}-0.60\%$
test_stacked_get	0.1409ms	12.4599μs	80.2575 KOps/s	81.0288 KOps/s	$\color{#d91a1a}-0.95\%$
test_nested_getitemleaf	0.1447ms	13.4672μs	74.2545 KOps/s	74.7600 KOps/s	$\color{#d91a1a}-0.68\%$
test_nested_getitem	48.8200μs	12.7623μs	78.3558 KOps/s	78.6901 KOps/s	$\color{#d91a1a}-0.42\%$
test_stacked_getitemleaf	0.1271ms	13.5788μs	73.6440 KOps/s	74.6821 KOps/s	$\color{#d91a1a}-1.39\%$
test_stacked_getitem	43.9500μs	12.7884μs	78.1960 KOps/s	78.8559 KOps/s	$\color{#d91a1a}-0.84\%$
test_lock_nested	1.8241ms	0.3583ms	2.7908 KOps/s	2.8260 KOps/s	$\color{#d91a1a}-1.25\%$
test_lock_stack_nested	0.4081ms	0.3461ms	2.8895 KOps/s	2.9127 KOps/s	$\color{#d91a1a}-0.80\%$
test_unlock_nested	0.5783ms	0.3026ms	3.3048 KOps/s	3.4470 KOps/s	$\color{#d91a1a}-4.13\%$
test_unlock_stack_nested	0.3782ms	0.2871ms	3.4832 KOps/s	3.5631 KOps/s	$\color{#d91a1a}-2.24\%$
test_flatten_speed	0.1163ms	78.5765μs	12.7265 KOps/s	13.1195 KOps/s	$\color{#d91a1a}-3.00\%$
test_unflatten_speed	0.4465ms	0.3970ms	2.5192 KOps/s	2.5276 KOps/s	$\color{#d91a1a}-0.33\%$
test_common_ops	0.8732ms	0.6435ms	1.5540 KOps/s	1.5607 KOps/s	$\color{#d91a1a}-0.43\%$
test_creation	86.4810μs	1.7645μs	566.7475 KOps/s	566.7638 KOps/s	$-0.00\%$
test_creation_empty	0.6388ms	7.1855μs	139.1689 KOps/s	139.6507 KOps/s	$\color{#d91a1a}-0.34\%$
test_creation_nested_1	0.1581ms	10.1048μs	98.9628 KOps/s	99.4264 KOps/s	$\color{#d91a1a}-0.47\%$
test_creation_nested_2	0.1042ms	12.8893μs	77.5840 KOps/s	77.7521 KOps/s	$\color{#d91a1a}-0.22\%$
test_clone	64.9510μs	11.1496μs	89.6897 KOps/s	92.8133 KOps/s	$\color{#d91a1a}-3.37\%$
test_getitem[int]	0.1656ms	10.7476μs	93.0440 KOps/s	64.4586 KOps/s	$\textbf{\color{#35bf28}+44.35\%}$
test_getitem[slice_int]	0.1441ms	21.9559μs	45.5458 KOps/s	48.3653 KOps/s	$\textbf{\color{#d91a1a}-5.83\%}$
test_getitem[range]	0.1457ms	39.7448μs	25.1605 KOps/s	25.6409 KOps/s	$\color{#d91a1a}-1.87\%$
test_getitem[tuple]	0.1060ms	18.5605μs	53.8779 KOps/s	56.1830 KOps/s	$\color{#d91a1a}-4.10\%$
test_getitem[list]	0.1641ms	34.8040μs	28.7323 KOps/s	29.3532 KOps/s	$\color{#d91a1a}-2.12\%$
test_setitem_dim[int]	38.1110μs	20.5036μs	48.7720 KOps/s	50.3410 KOps/s	$\color{#d91a1a}-3.12\%$
test_setitem_dim[slice_int]	82.4110μs	42.9760μs	23.2688 KOps/s	25.8833 KOps/s	$\textbf{\color{#d91a1a}-10.10\%}$
test_setitem_dim[range]	87.5910μs	57.6660μs	17.3413 KOps/s	18.3130 KOps/s	$\textbf{\color{#d91a1a}-5.31\%}$
test_setitem_dim[tuple]	59.6210μs	36.2936μs	27.5530 KOps/s	30.3642 KOps/s	$\textbf{\color{#d91a1a}-9.26\%}$
test_setitem	0.3487ms	15.9732μs	62.6049 KOps/s	56.7020 KOps/s	$\textbf{\color{#35bf28}+10.41\%}$
test_set	0.2122ms	15.0810μs	66.3084 KOps/s	64.6123 KOps/s	$\color{#35bf28}+2.63\%$
test_set_shared	0.5282ms	0.1613ms	6.1987 KOps/s	6.2784 KOps/s	$\color{#d91a1a}-1.27\%$
test_update	0.4793ms	18.7586μs	53.3089 KOps/s	54.0909 KOps/s	$\color{#d91a1a}-1.45\%$
test_update_nested	0.1683ms	29.5300μs	33.8639 KOps/s	33.6345 KOps/s	$\color{#35bf28}+0.68\%$
test_update__nested	85.2810μs	26.1997μs	38.1684 KOps/s	33.6778 KOps/s	$\textbf{\color{#35bf28}+13.33\%}$
test_set_nested	0.2057ms	17.2539μs	57.9579 KOps/s	53.0323 KOps/s	$\textbf{\color{#35bf28}+9.29\%}$
test_set_nested_new	0.1255ms	21.0944μs	47.4059 KOps/s	50.2837 KOps/s	$\textbf{\color{#d91a1a}-5.72\%}$
test_select	0.1953ms	31.0123μs	32.2452 KOps/s	32.0765 KOps/s	$\color{#35bf28}+0.53\%$
test_select_nested	78.6410μs	43.4831μs	22.9975 KOps/s	22.8250 KOps/s	$\color{#35bf28}+0.76\%$
test_exclude_nested	93.2810μs	61.9540μs	16.1410 KOps/s	15.8535 KOps/s	$\color{#35bf28}+1.81\%$
test_empty[True]	0.4750ms	0.2894ms	3.4549 KOps/s	3.4134 KOps/s	$\color{#35bf28}+1.22\%$
test_empty[False]	19.6392μs	0.8232μs	1.2147 MOps/s	1.2162 MOps/s	$\color{#d91a1a}-0.12\%$
test_to	88.3210μs	57.9467μs	17.2572 KOps/s	16.5160 KOps/s	$\color{#35bf28}+4.49\%$
test_to_nonblocking	0.1978ms	50.7261μs	19.7137 KOps/s	20.1987 KOps/s	$\color{#d91a1a}-2.40\%$
test_unbind_speed	0.2935ms	0.2485ms	4.0249 KOps/s	4.1546 KOps/s	$\color{#d91a1a}-3.12\%$
test_unbind_speed_stack0	0.4216ms	0.2440ms	4.0985 KOps/s	4.1515 KOps/s	$\color{#d91a1a}-1.28\%$
test_unbind_speed_stack1	95.9903ms	0.7520ms	1.3297 KOps/s	1.4609 KOps/s	$\textbf{\color{#d91a1a}-8.98\%}$
test_split	96.6101ms	1.6455ms	607.7316 Ops/s	630.0710 Ops/s	$\color{#d91a1a}-3.55\%$
test_chunk	98.7773ms	1.6391ms	610.1004 Ops/s	626.7351 Ops/s	$\color{#d91a1a}-2.65\%$
test_consolidate[False-None]	96.5682ms	3.1286ms	319.6322 Ops/s	322.9764 Ops/s	$\color{#d91a1a}-1.04\%$
test_consolidate[default-None]	1.8566ms	1.7620ms	567.5313 Ops/s	586.8993 Ops/s	$\color{#d91a1a}-3.30\%$
test_consolidate[reduce-overhead-None]	1.9720ms	1.7948ms	557.1725 Ops/s	575.4361 Ops/s	$\color{#d91a1a}-3.17\%$
test_consolidate_njt[False-None]	7.0278ms	6.5437ms	152.8193 Ops/s	151.1377 Ops/s	$\color{#35bf28}+1.11\%$
test_to[False-False-None]	2.0105ms	1.7950ms	557.1067 Ops/s	561.2088 Ops/s	$\color{#d91a1a}-0.73\%$
test_to[True-False-None]	2.0246ms	1.4623ms	683.8490 Ops/s	696.8114 Ops/s	$\color{#d91a1a}-1.86\%$
test_to[within-False-None]	4.5728ms	4.3906ms	227.7615 Ops/s	227.5894 Ops/s	$\color{#35bf28}+0.08\%$
test_to[True-default-None]	5.6276ms	5.4198ms	184.5077 Ops/s	188.8464 Ops/s	$\color{#d91a1a}-2.30\%$
test_to_njt[False-False-None]	7.9840ms	7.0162ms	142.5267 Ops/s	142.9416 Ops/s	$\color{#d91a1a}-0.29\%$
test_to_njt[True-False-None]	6.1037ms	5.6955ms	175.5773 Ops/s	181.6074 Ops/s	$\color{#d91a1a}-3.32\%$
test_to_njt[within-False-None]	0.3274s	16.2764ms	61.4388 Ops/s	80.5356 Ops/s	$\textbf{\color{#d91a1a}-23.71\%}$
test_creation[device0]	0.4516ms	79.6779μs	12.5505 KOps/s	12.1059 KOps/s	$\color{#35bf28}+3.67\%$
test_creation_from_tensor	0.5319ms	82.7355μs	12.0867 KOps/s	11.7030 KOps/s	$\color{#35bf28}+3.28\%$
test_add_one[memmap_tensor0]	0.1129ms	7.0840μs	141.1625 KOps/s	138.3790 KOps/s	$\color{#35bf28}+2.01\%$
test_contiguous[memmap_tensor0]	1.8745μs	0.4443μs	2.2508 MOps/s	2.3433 MOps/s	$\color{#d91a1a}-3.95\%$
test_stack[memmap_tensor0]	33.9300μs	4.7966μs	208.4809 KOps/s	236.6951 KOps/s	$\textbf{\color{#d91a1a}-11.92\%}$
test_memmaptd_index	1.4265ms	0.2474ms	4.0416 KOps/s	4.0547 KOps/s	$\color{#d91a1a}-0.32\%$
test_memmaptd_index_astensor	0.4355ms	0.3086ms	3.2408 KOps/s	3.2636 KOps/s	$\color{#d91a1a}-0.70\%$
test_memmaptd_index_op	0.9644ms	0.5701ms	1.7539 KOps/s	1.7741 KOps/s	$\color{#d91a1a}-1.14\%$
test_serialize_model	0.1335s	0.1330s	7.5204 Ops/s	5.4437 Ops/s	$\textbf{\color{#35bf28}+38.15\%}$
test_serialize_model_pickle	1.3658s	1.2159s	0.8224 Ops/s	0.8209 Ops/s	$\color{#35bf28}+0.19\%$
test_serialize_weights	0.1327s	0.1316s	7.5967 Ops/s	7.5386 Ops/s	$\color{#35bf28}+0.77\%$
test_serialize_weights_returnearly	0.3268s	53.7557ms	18.6027 Ops/s	23.4008 Ops/s	$\textbf{\color{#d91a1a}-20.50\%}$
test_serialize_weights_pickle	1.3790s	1.2213s	0.8188 Ops/s	0.8186 Ops/s	$\color{#35bf28}+0.03\%$
test_reshape_pytree	0.1181ms	22.1975μs	45.0501 KOps/s	44.9321 KOps/s	$\color{#35bf28}+0.26\%$
test_reshape_td	0.1109ms	26.6986μs	37.4551 KOps/s	37.4338 KOps/s	$\color{#35bf28}+0.06\%$
test_view_pytree	0.1923ms	22.0964μs	45.2563 KOps/s	46.0493 KOps/s	$\color{#d91a1a}-1.72\%$
test_view_td	0.1723ms	31.8510μs	31.3962 KOps/s	33.0567 KOps/s	$\textbf{\color{#d91a1a}-5.02\%}$
test_unbind_pytree	0.1411ms	28.6206μs	34.9398 KOps/s	36.1268 KOps/s	$\color{#d91a1a}-3.29\%$
test_unbind_td	0.6228ms	38.2103μs	26.1709 KOps/s	27.1863 KOps/s	$\color{#d91a1a}-3.73\%$
test_split_pytree	0.2063ms	30.1250μs	33.1950 KOps/s	34.1219 KOps/s	$\color{#d91a1a}-2.72\%$
test_split_td	0.7766ms	39.9099μs	25.0564 KOps/s	25.5137 KOps/s	$\color{#d91a1a}-1.79\%$
test_add_pytree	0.2096ms	35.9953μs	27.7814 KOps/s	28.3802 KOps/s	$\color{#d91a1a}-2.11\%$
test_add_td	0.2907ms	54.1557μs	18.4653 KOps/s	19.8761 KOps/s	$\textbf{\color{#d91a1a}-7.10\%}$
test_compile_add_one_nested[tensordict-compile]	0.2771ms	0.1258ms	7.9465 KOps/s	7.8646 KOps/s	$\color{#35bf28}+1.04\%$
test_compile_add_one_nested[tensordict-eager]	0.3297ms	0.1467ms	6.8155 KOps/s	6.9776 KOps/s	$\color{#d91a1a}-2.32\%$
test_compile_add_one_nested[pytree-compile]	0.2451ms	97.2797μs	10.2796 KOps/s	9.7509 KOps/s	$\textbf{\color{#35bf28}+5.42\%}$
test_compile_add_one_nested[pytree-eager]	1.4617ms	0.1536ms	6.5105 KOps/s	6.5403 KOps/s	$\color{#d91a1a}-0.45\%$
test_compile_copy_nested[tensordict-compile]	0.1557ms	24.2395μs	41.2550 KOps/s	41.3765 KOps/s	$\color{#d91a1a}-0.29\%$
test_compile_copy_nested[tensordict-eager]	0.1403ms	34.9787μs	28.5888 KOps/s	28.1649 KOps/s	$\color{#35bf28}+1.50\%$
test_compile_copy_nested[pytree-compile]	0.4627ms	63.1122μs	15.8448 KOps/s	15.5761 KOps/s	$\color{#35bf28}+1.73\%$
test_compile_copy_nested[pytree-eager]	0.1922ms	48.8713μs	20.4619 KOps/s	20.4176 KOps/s	$\color{#35bf28}+0.22\%$
test_compile_add_one_flat[tensordict-compile]	0.3027ms	0.1503ms	6.6523 KOps/s	6.9150 KOps/s	$\color{#d91a1a}-3.80\%$
test_compile_add_one_flat[tensordict-eager]	0.3637ms	0.2224ms	4.4967 KOps/s	4.5030 KOps/s	$\color{#d91a1a}-0.14\%$
test_compile_add_one_flat[tensorclass-compile]	0.2472ms	98.3418μs	10.1686 KOps/s	10.2190 KOps/s	$\color{#d91a1a}-0.49\%$
test_compile_add_one_flat[tensorclass-eager]	0.2809ms	61.1687μs	16.3482 KOps/s	16.8166 KOps/s	$\color{#d91a1a}-2.78\%$
test_compile_add_one_flat[pytree-compile]	0.2876ms	0.1383ms	7.2308 KOps/s	7.1986 KOps/s	$\color{#35bf28}+0.45\%$
test_compile_add_one_flat[pytree-eager]	0.7038ms	0.5062ms	1.9756 KOps/s	1.9902 KOps/s	$\color{#d91a1a}-0.73\%$
test_compile_add_self_flat[tensordict-eager]	0.4663ms	0.2673ms	3.7416 KOps/s	3.7554 KOps/s	$\color{#d91a1a}-0.37\%$
test_compile_add_self_flat[tensordict-compile]	0.2877ms	0.1450ms	6.8965 KOps/s	6.9643 KOps/s	$\color{#d91a1a}-0.97\%$
test_compile_add_self_flat[tensorclass-eager]	0.2212ms	70.7835μs	14.1276 KOps/s	14.0108 KOps/s	$\color{#35bf28}+0.83\%$
test_compile_add_self_flat[tensorclass-compile]	0.2449ms	0.1035ms	9.6610 KOps/s	10.1861 KOps/s	$\textbf{\color{#d91a1a}-5.15\%}$
test_compile_add_self_flat[pytree-eager]	0.5832ms	0.4185ms	2.3898 KOps/s	2.4180 KOps/s	$\color{#d91a1a}-1.17\%$
test_compile_add_self_flat[pytree-compile]	0.2763ms	0.1368ms	7.3102 KOps/s	7.4703 KOps/s	$\color{#d91a1a}-2.14\%$
test_compile_copy_flat[tensordict-compile]	0.1536ms	19.6160μs	50.9789 KOps/s	52.4837 KOps/s	$\color{#d91a1a}-2.87\%$
test_compile_copy_flat[tensordict-eager]	68.8710μs	33.0324μs	30.2733 KOps/s	30.4742 KOps/s	$\color{#d91a1a}-0.66\%$
test_compile_copy_flat[pytree-compile]	0.1276ms	70.6230μs	14.1597 KOps/s	14.2935 KOps/s	$\color{#d91a1a}-0.94\%$
test_compile_copy_flat[pytree-eager]	0.1008ms	52.5740μs	19.0208 KOps/s	18.9895 KOps/s	$\color{#35bf28}+0.16\%$
test_compile_assign_and_add[tensordict-compile]	1.6833ms	0.4030ms	2.4814 KOps/s	2.2253 KOps/s	$\textbf{\color{#35bf28}+11.51\%}$
test_compile_assign_and_add[tensordict-eager]	2.9806ms	2.7646ms	361.7215 Ops/s	367.5903 Ops/s	$\color{#d91a1a}-1.60\%$
test_compile_assign_and_add[pytree-compile]	1.6336ms	0.4409ms	2.2683 KOps/s	2.2760 KOps/s	$\color{#d91a1a}-0.34\%$
test_compile_assign_and_add[pytree-eager]	2.9756ms	2.7193ms	367.7359 Ops/s	382.4617 Ops/s	$\color{#d91a1a}-3.85\%$
test_compile_indexing[tensor-tensordict-compile]	0.5404ms	0.1121ms	8.9172 KOps/s	8.7726 KOps/s	$\color{#35bf28}+1.65\%$
test_compile_indexing[tensor-tensordict-eager]	0.5491ms	84.4860μs	11.8363 KOps/s	11.8624 KOps/s	$\color{#d91a1a}-0.22\%$
test_compile_indexing[tensor-tensorclass-compile]	0.6146ms	0.1105ms	9.0532 KOps/s	9.2628 KOps/s	$\color{#d91a1a}-2.26\%$
test_compile_indexing[tensor-tensorclass-eager]	0.2406ms	71.6950μs	13.9480 KOps/s	14.4439 KOps/s	$\color{#d91a1a}-3.43\%$
test_compile_indexing[tensor-pytree-compile]	0.2972ms	0.1155ms	8.6594 KOps/s	8.6956 KOps/s	$\color{#d91a1a}-0.42\%$
test_compile_indexing[tensor-pytree-eager]	0.2259ms	73.2720μs	13.6478 KOps/s	13.3282 KOps/s	$\color{#35bf28}+2.40\%$
test_compile_indexing[slice-tensordict-compile]	0.2498ms	0.1014ms	9.8668 KOps/s	9.5884 KOps/s	$\color{#35bf28}+2.90\%$
test_compile_indexing[slice-tensordict-eager]	0.1885ms	19.7453μs	50.6450 KOps/s	51.6525 KOps/s	$\color{#d91a1a}-1.95\%$
test_compile_indexing[slice-tensorclass-compile]	0.2921ms	0.1024ms	9.7696 KOps/s	10.3616 KOps/s	$\textbf{\color{#d91a1a}-5.71\%}$
test_compile_indexing[slice-tensorclass-eager]	0.1398ms	16.2706μs	61.4606 KOps/s	64.8256 KOps/s	$\textbf{\color{#d91a1a}-5.19\%}$
test_compile_indexing[slice-pytree-compile]	0.2924ms	98.4282μs	10.1597 KOps/s	9.6200 KOps/s	$\textbf{\color{#35bf28}+5.61\%}$
test_compile_indexing[slice-pytree-eager]	0.1997ms	16.2660μs	61.4779 KOps/s	64.8231 KOps/s	$\textbf{\color{#d91a1a}-5.16\%}$
test_compile_indexing[int-tensordict-compile]	0.2558ms	0.1089ms	9.1812 KOps/s	10.0205 KOps/s	$\textbf{\color{#d91a1a}-8.38\%}$
test_compile_indexing[int-tensordict-eager]	0.5932ms	19.6898μs	50.7878 KOps/s	53.4219 KOps/s	$\color{#d91a1a}-4.93\%$
test_compile_indexing[int-tensorclass-compile]	0.2723ms	97.3711μs	10.2700 KOps/s	10.2692 KOps/s	$+0.01\%$
test_compile_indexing[int-tensorclass-eager]	0.1373ms	16.0513μs	62.3004 KOps/s	64.8437 KOps/s	$\color{#d91a1a}-3.92\%$
test_compile_indexing[int-pytree-compile]	0.2834ms	0.1030ms	9.7133 KOps/s	9.6610 KOps/s	$\color{#35bf28}+0.54\%$
test_compile_indexing[int-pytree-eager]	0.1315ms	16.1351μs	61.9765 KOps/s	63.4239 KOps/s	$\color{#d91a1a}-2.28\%$
test_mod_add[eager]	0.1899ms	41.4317μs	24.1361 KOps/s	25.7828 KOps/s	$\textbf{\color{#d91a1a}-6.39\%}$
test_mod_add[compile]	0.3691ms	83.4823μs	11.9786 KOps/s	11.7884 KOps/s	$\color{#35bf28}+1.61\%$
test_mod_add[compile-overhead]	0.3270ms	0.1686ms	5.9310 KOps/s	5.6402 KOps/s	$\textbf{\color{#35bf28}+5.15\%}$
test_mod_wrap[eager]	0.4346ms	0.2554ms	3.9155 KOps/s	3.9025 KOps/s	$\color{#35bf28}+0.33\%$
test_mod_wrap[compile]	0.7867ms	0.2905ms	3.4418 KOps/s	3.4045 KOps/s	$\color{#35bf28}+1.10\%$
test_mod_wrap[compile-overhead]	7.4475ms	3.8071ms	262.6702 Ops/s	264.0832 Ops/s	$\color{#d91a1a}-0.54\%$
test_mod_wrap_and_backward[eager]	1.8245ms	1.3780ms	725.7089 Ops/s	680.8905 Ops/s	$\textbf{\color{#35bf28}+6.58\%}$
test_mod_wrap_and_backward[compile]	1.4759ms	1.2837ms	779.0203 Ops/s	715.3521 Ops/s	$\textbf{\color{#35bf28}+8.90\%}$
test_mod_wrap_and_backward[compile-overhead]	1.4014ms	0.9376ms	1.0665 KOps/s	957.8628 Ops/s	$\textbf{\color{#35bf28}+11.34\%}$
test_seq_add[eager]	0.3174ms	0.1295ms	7.7239 KOps/s	7.7334 KOps/s	$\color{#d91a1a}-0.12\%$
test_seq_add[compile]	0.2361ms	90.9667μs	10.9930 KOps/s	10.7934 KOps/s	$\color{#35bf28}+1.85\%$
test_seq_add[compile-overhead]	0.2888ms	0.1309ms	7.6375 KOps/s	7.5401 KOps/s	$\color{#35bf28}+1.29\%$
test_seq_wrap[eager]	1.0175ms	0.4411ms	2.2673 KOps/s	2.2695 KOps/s	$\color{#d91a1a}-0.10\%$
test_seq_wrap[compile]	1.1318ms	0.3120ms	3.2056 KOps/s	3.2043 KOps/s	$\color{#35bf28}+0.04\%$
test_seq_wrap[compile-overhead]	0.6277ms	0.2325ms	4.3009 KOps/s	4.3066 KOps/s	$\color{#d91a1a}-0.13\%$
test_func_call_runtime[False-eager]	1.1701ms	0.7579ms	1.3194 KOps/s	1.3303 KOps/s	$\color{#d91a1a}-0.82\%$
test_func_call_runtime[False-compile]	0.9484ms	0.7569ms	1.3211 KOps/s	1.3163 KOps/s	$\color{#35bf28}+0.37\%$
test_func_call_runtime[False-compile-overhead]	0.4880ms	0.3720ms	2.6882 KOps/s	2.7007 KOps/s	$\color{#d91a1a}-0.47\%$
test_func_call_runtime[True-eager]	1.5182ms	0.9383ms	1.0657 KOps/s	1.0830 KOps/s	$\color{#d91a1a}-1.60\%$
test_func_call_runtime[True-compile]	1.1989ms	0.7813ms	1.2799 KOps/s	1.2844 KOps/s	$\color{#d91a1a}-0.35\%$
test_func_call_runtime[True-compile-overhead]	0.5397ms	0.3917ms	2.5529 KOps/s	2.5541 KOps/s	$\color{#d91a1a}-0.05\%$
test_func_call_cm_runtime[False-eager]	1.1683ms	0.7553ms	1.3241 KOps/s	1.3339 KOps/s	$\color{#d91a1a}-0.74\%$
test_func_call_cm_runtime[False-compile]	1.1732ms	0.7730ms	1.2936 KOps/s	1.3075 KOps/s	$\color{#d91a1a}-1.06\%$
test_func_call_cm_runtime[False-compile-overhead]	0.5293ms	0.3740ms	2.6738 KOps/s	2.6959 KOps/s	$\color{#d91a1a}-0.82\%$
test_func_call_cm_runtime[True-eager]	1.4565ms	1.0231ms	977.3895 Ops/s	974.2029 Ops/s	$\color{#35bf28}+0.33\%$
test_func_call_cm_runtime[True-compile]	1.4598ms	1.0203ms	980.0838 Ops/s	991.0166 Ops/s	$\color{#d91a1a}-1.10\%$
test_func_call_cm_runtime[True-compile-overhead]	1.4354ms	1.0186ms	981.7698 Ops/s	945.7932 Ops/s	$\color{#35bf28}+3.80\%$
test_vmap_func_call_cm_runtime[eager]	2.5711ms	2.1338ms	468.6508 Ops/s	470.1115 Ops/s	$\color{#d91a1a}-0.31\%$
test_vmap_func_call_cm_runtime[compile]	1.0235ms	0.8316ms	1.2025 KOps/s	1.1966 KOps/s	$\color{#35bf28}+0.49\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.5714ms	0.4199ms	2.3817 KOps/s	2.3555 KOps/s	$\color{#35bf28}+1.11\%$
test_distributed	0.5993ms	0.1238ms	8.0766 KOps/s	8.6218 KOps/s	$\textbf{\color{#d91a1a}-6.32\%}$
test_tdmodule	41.2210μs	20.4612μs	48.8729 KOps/s	48.2330 KOps/s	$\color{#35bf28}+1.33\%$
test_tdmodule_dispatch	57.8810μs	38.3629μs	26.0668 KOps/s	26.1336 KOps/s	$\color{#d91a1a}-0.26\%$
test_tdseq	0.1596ms	20.5623μs	48.6327 KOps/s	49.4170 KOps/s	$\color{#d91a1a}-1.59\%$
test_tdseq_dispatch	62.0200μs	40.3792μs	24.7652 KOps/s	25.4030 KOps/s	$\color{#d91a1a}-2.51\%$
test_instantiation_functorch	1.9663ms	1.5691ms	637.3115 Ops/s	634.3889 Ops/s	$\color{#35bf28}+0.46\%$
test_exec_functorch	0.2821ms	0.1463ms	6.8368 KOps/s	6.8611 KOps/s	$\color{#d91a1a}-0.35\%$
test_exec_functional_call	0.5620ms	0.1431ms	6.9902 KOps/s	7.2588 KOps/s	$\color{#d91a1a}-3.70\%$
test_exec_td_decorator	0.5928ms	0.1937ms	5.1626 KOps/s	5.3025 KOps/s	$\color{#d91a1a}-2.64\%$
test_vmap_mlp_speed_decorator[True-True]	1.0861ms	0.6962ms	1.4364 KOps/s	1.4409 KOps/s	$\color{#d91a1a}-0.31\%$
test_vmap_mlp_speed_decorator[True-False]	1.1060ms	0.6919ms	1.4454 KOps/s	1.4446 KOps/s	$\color{#35bf28}+0.05\%$
test_vmap_mlp_speed_decorator[False-True]	1.0089ms	0.6032ms	1.6577 KOps/s	1.6666 KOps/s	$\color{#d91a1a}-0.54\%$
test_vmap_mlp_speed_decorator[False-False]	1.0156ms	0.6032ms	1.6579 KOps/s	1.6631 KOps/s	$\color{#d91a1a}-0.31\%$
test_vmap_transformer_speed_decorator[True-True]	19.7805ms	19.4949ms	51.2954 Ops/s	51.6867 Ops/s	$\color{#d91a1a}-0.76\%$
test_vmap_transformer_speed_decorator[True-False]	19.9169ms	19.4967ms	51.2907 Ops/s	51.7096 Ops/s	$\color{#d91a1a}-0.81\%$
test_vmap_transformer_speed_decorator[False-True]	19.8132ms	19.4007ms	51.5445 Ops/s	52.0631 Ops/s	$\color{#d91a1a}-1.00\%$
test_vmap_transformer_speed_decorator[False-False]	19.7102ms	19.3753ms	51.6120 Ops/s	51.9257 Ops/s	$\color{#d91a1a}-0.60\%$
test_to_module_speed[True]	1.4068ms	0.9773ms	1.0233 KOps/s	1.0353 KOps/s	$\color{#d91a1a}-1.16\%$
test_to_module_speed[False]	1.4554ms	0.9540ms	1.0482 KOps/s	1.0351 KOps/s	$\color{#35bf28}+1.27\%$
test_tc_init	0.4362ms	35.4464μs	28.2116 KOps/s	26.8493 KOps/s	$\textbf{\color{#35bf28}+5.07\%}$
test_tc_init_tensor_only	0.1050ms	10.7241μs	93.2480 KOps/s	94.1173 KOps/s	$\color{#d91a1a}-0.92\%$
test_tc_init_nested	0.4668ms	68.0415μs	14.6969 KOps/s	13.8051 KOps/s	$\textbf{\color{#35bf28}+6.46\%}$
test_tc_first_layer_tensor	64.8340μs	0.8127μs	1.2305 MOps/s	1.1004 MOps/s	$\textbf{\color{#35bf28}+11.82\%}$
test_tc_first_layer_tensor_only	19.6192μs	0.4208μs	2.3765 MOps/s	2.3580 MOps/s	$\color{#35bf28}+0.78\%$
test_tc_first_layer_tensor_set	19.0300μs	2.9045μs	344.2971 KOps/s	341.8997 KOps/s	$\color{#35bf28}+0.70\%$
test_tc_first_layer_tensor_only_set	0.1355ms	1.7795μs	561.9476 KOps/s	567.6566 KOps/s	$\color{#d91a1a}-1.01\%$
test_tc_first_layer_nontensor	23.5410μs	2.3556μs	424.5219 KOps/s	426.4916 KOps/s	$\color{#d91a1a}-0.46\%$
test_tc_second_layer_tensor	21.9210μs	1.7455μs	572.9032 KOps/s	571.0618 KOps/s	$\color{#35bf28}+0.32\%$
test_tc_second_layer_nontensor	0.4023ms	3.1801μs	314.4543 KOps/s	309.1404 KOps/s	$\color{#35bf28}+1.72\%$
test_unbind	0.2428s	11.0531ms	90.4720 Ops/s	144.5431 Ops/s	$\textbf{\color{#d91a1a}-37.41\%}$
test_full_like	6.6516ms	4.4846ms	222.9843 Ops/s	111.2904 Ops/s	$\textbf{\color{#35bf28}+100.36\%}$
test_zeros_like	5.3540ms	4.4084ms	226.8419 Ops/s	227.5609 Ops/s	$\color{#d91a1a}-0.32\%$
test_ones_like	5.0673ms	4.4027ms	227.1317 Ops/s	225.0744 Ops/s	$\color{#35bf28}+0.91\%$
test_clone	7.6909ms	7.0276ms	142.2957 Ops/s	149.1309 Ops/s	$\color{#d91a1a}-4.58\%$
test_squeeze	0.1264ms	10.1664μs	98.3632 KOps/s	101.4917 KOps/s	$\color{#d91a1a}-3.08\%$
test_unsqueeze	0.4931ms	78.2618μs	12.7776 KOps/s	13.6937 KOps/s	$\textbf{\color{#d91a1a}-6.69\%}$
test_split	0.2953ms	0.1652ms	6.0525 KOps/s	6.0458 KOps/s	$\color{#35bf28}+0.11\%$
test_permute	0.5897ms	0.1834ms	5.4532 KOps/s	5.3816 KOps/s	$\color{#35bf28}+1.33\%$
test_stack	52.2046ms	51.4179ms	19.4485 Ops/s	52.8766 Ops/s	$\textbf{\color{#d91a1a}-63.22\%}$
test_cat	52.1687ms	51.3724ms	19.4657 Ops/s	36.6331 Ops/s	$\textbf{\color{#d91a1a}-46.86\%}$