[BugFix] fix inline TDParams kwargs for nontensordata

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• -> [BugFix] fix inline TDParams kwargs for nontensordata #1094

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

Total Benchmarks: 217. Improved: $\large\color{#35bf28}10$. Worsened: $\large\color{#d91a1a}19$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	37.0090μs	17.7520μs	56.3317 KOps/s	56.6728 KOps/s	$\color{#d91a1a}-0.60\%$
test_plain_set_stack_nested	38.1610μs	17.9027μs	55.8576 KOps/s	56.0605 KOps/s	$\color{#d91a1a}-0.36\%$
test_plain_set_nested_inplace	53.9710μs	19.6773μs	50.8199 KOps/s	51.4315 KOps/s	$\color{#d91a1a}-1.19\%$
test_plain_set_stack_nested_inplace	46.7370μs	19.5239μs	51.2194 KOps/s	51.2376 KOps/s	$\color{#d91a1a}-0.04\%$
test_items	27.7320μs	4.1555μs	240.6442 KOps/s	242.0542 KOps/s	$\color{#d91a1a}-0.58\%$
test_items_nested	0.6553ms	0.3462ms	2.8887 KOps/s	2.9366 KOps/s	$\color{#d91a1a}-1.63\%$
test_items_nested_locked	0.7224ms	0.3424ms	2.9207 KOps/s	2.9353 KOps/s	$\color{#d91a1a}-0.50\%$
test_items_nested_leaf	0.1336ms	72.9782μs	13.7027 KOps/s	13.9955 KOps/s	$\color{#d91a1a}-2.09\%$
test_items_stack_nested	0.6515ms	0.3451ms	2.8975 KOps/s	2.8984 KOps/s	$\color{#d91a1a}-0.03\%$
test_items_stack_nested_leaf	0.1348ms	75.1140μs	13.3131 KOps/s	13.4566 KOps/s	$\color{#d91a1a}-1.07\%$
test_items_stack_nested_locked	0.7787ms	0.3445ms	2.9028 KOps/s	2.9139 KOps/s	$\color{#d91a1a}-0.38\%$
test_keys	25.8590μs	3.4889μs	286.6248 KOps/s	286.4449 KOps/s	$\color{#35bf28}+0.06\%$
test_keys_nested	0.2405ms	0.1383ms	7.2301 KOps/s	7.2799 KOps/s	$\color{#d91a1a}-0.68\%$
test_keys_nested_locked	1.7114ms	0.1451ms	6.8909 KOps/s	7.0037 KOps/s	$\color{#d91a1a}-1.61\%$
test_keys_nested_leaf	0.2110ms	0.1196ms	8.3581 KOps/s	8.5132 KOps/s	$\color{#d91a1a}-1.82\%$
test_keys_stack_nested	0.2597ms	0.1379ms	7.2491 KOps/s	7.2232 KOps/s	$\color{#35bf28}+0.36\%$
test_keys_stack_nested_leaf	0.1871ms	0.1185ms	8.4413 KOps/s	8.5027 KOps/s	$\color{#d91a1a}-0.72\%$
test_keys_stack_nested_locked	0.2597ms	0.1438ms	6.9523 KOps/s	7.0041 KOps/s	$\color{#d91a1a}-0.74\%$
test_values	6.3798μs	1.0263μs	974.3459 KOps/s	937.3199 KOps/s	$\color{#35bf28}+3.95\%$
test_values_nested	0.1111ms	55.4638μs	18.0298 KOps/s	17.8859 KOps/s	$\color{#35bf28}+0.80\%$
test_values_nested_locked	0.1047ms	55.2826μs	18.0889 KOps/s	17.8541 KOps/s	$\color{#35bf28}+1.32\%$
test_values_nested_leaf	0.1169ms	60.7958μs	16.4485 KOps/s	16.4375 KOps/s	$\color{#35bf28}+0.07\%$
test_values_stack_nested	0.1032ms	56.4163μs	17.7254 KOps/s	17.3877 KOps/s	$\color{#35bf28}+1.94\%$
test_values_stack_nested_leaf	0.1052ms	60.1247μs	16.6321 KOps/s	15.4188 KOps/s	$\textbf{\color{#35bf28}+7.87\%}$
test_values_stack_nested_locked	0.1032ms	56.8328μs	17.5955 KOps/s	17.4397 KOps/s	$\color{#35bf28}+0.89\%$
test_membership	4.1249μs	0.7183μs	1.3921 MOps/s	1.1267 MOps/s	$\textbf{\color{#35bf28}+23.55\%}$
test_membership_nested	34.3040μs	2.7870μs	358.8136 KOps/s	371.3407 KOps/s	$\color{#d91a1a}-3.37\%$
test_membership_nested_leaf	30.5280μs	2.7878μs	358.7104 KOps/s	370.0529 KOps/s	$\color{#d91a1a}-3.07\%$
test_membership_stacked_nested	24.5560μs	2.7432μs	364.5338 KOps/s	364.6517 KOps/s	$\color{#d91a1a}-0.03\%$
test_membership_stacked_nested_leaf	24.5460μs	2.7414μs	364.7750 KOps/s	363.4391 KOps/s	$\color{#35bf28}+0.37\%$
test_membership_nested_last	32.3000μs	4.1245μs	242.4516 KOps/s	243.6994 KOps/s	$\color{#d91a1a}-0.51\%$
test_membership_nested_leaf_last	27.0400μs	4.1569μs	240.5625 KOps/s	242.2147 KOps/s	$\color{#d91a1a}-0.68\%$
test_membership_stacked_nested_last	39.4130μs	12.8748μs	77.6712 KOps/s	245.5783 KOps/s	$\textbf{\color{#d91a1a}-68.37\%}$
test_membership_stacked_nested_leaf_last	34.9860μs	13.0322μs	76.7331 KOps/s	243.7735 KOps/s	$\textbf{\color{#d91a1a}-68.52\%}$
test_nested_getleaf	34.0240μs	10.6295μs	94.0779 KOps/s	93.8108 KOps/s	$\color{#35bf28}+0.28\%$
test_nested_get	36.8090μs	10.0393μs	99.6089 KOps/s	99.4074 KOps/s	$\color{#35bf28}+0.20\%$
test_stacked_getleaf	35.4960μs	10.3345μs	96.7631 KOps/s	95.3637 KOps/s	$\color{#35bf28}+1.47\%$
test_stacked_get	33.4420μs	9.9298μs	100.7069 KOps/s	101.0526 KOps/s	$\color{#d91a1a}-0.34\%$
test_nested_getitemleaf	34.8650μs	11.1168μs	89.9543 KOps/s	90.9887 KOps/s	$\color{#d91a1a}-1.14\%$
test_nested_getitem	35.5160μs	10.3914μs	96.2334 KOps/s	97.6253 KOps/s	$\color{#d91a1a}-1.43\%$
test_stacked_getitemleaf	48.3310μs	10.9273μs	91.5141 KOps/s	92.5101 KOps/s	$\color{#d91a1a}-1.08\%$
test_stacked_getitem	44.2520μs	10.1602μs	98.4231 KOps/s	97.6442 KOps/s	$\color{#35bf28}+0.80\%$
test_lock_nested	2.9651ms	0.4515ms	2.2147 KOps/s	1.8672 KOps/s	$\textbf{\color{#35bf28}+18.61\%}$
test_lock_stack_nested	0.6109ms	0.4035ms	2.4781 KOps/s	2.4462 KOps/s	$\color{#35bf28}+1.30\%$
test_unlock_nested	0.6626ms	0.3614ms	2.7670 KOps/s	2.7622 KOps/s	$\color{#35bf28}+0.17\%$
test_unlock_stack_nested	0.4618ms	0.3213ms	3.1120 KOps/s	3.0575 KOps/s	$\color{#35bf28}+1.78\%$
test_flatten_speed	0.1635ms	94.4022μs	10.5930 KOps/s	10.8739 KOps/s	$\color{#d91a1a}-2.58\%$
test_unflatten_speed	0.8478ms	0.4754ms	2.1036 KOps/s	2.1476 KOps/s	$\color{#d91a1a}-2.05\%$
test_common_ops	1.4862ms	0.7544ms	1.3256 KOps/s	1.3152 KOps/s	$\color{#35bf28}+0.79\%$
test_creation	0.3065ms	2.2547μs	443.5157 KOps/s	487.0012 KOps/s	$\textbf{\color{#d91a1a}-8.93\%}$
test_creation_empty	37.4900μs	10.5392μs	94.8836 KOps/s	94.2695 KOps/s	$\color{#35bf28}+0.65\%$
test_creation_nested_1	52.1880μs	13.2683μs	75.3674 KOps/s	73.4275 KOps/s	$\color{#35bf28}+2.64\%$
test_creation_nested_2	56.6150μs	17.4336μs	57.3605 KOps/s	57.6704 KOps/s	$\color{#d91a1a}-0.54\%$
test_clone	61.2050μs	13.5815μs	73.6298 KOps/s	74.6728 KOps/s	$\color{#d91a1a}-1.40\%$
test_getitem[int]	1.4190ms	13.0664μs	76.5319 KOps/s	79.5977 KOps/s	$\color{#d91a1a}-3.85\%$
test_getitem[slice_int]	0.1464ms	25.9475μs	38.5394 KOps/s	42.3380 KOps/s	$\textbf{\color{#d91a1a}-8.97\%}$
test_getitem[range]	0.1675ms	48.4966μs	20.6200 KOps/s	20.9092 KOps/s	$\color{#d91a1a}-1.38\%$
test_getitem[tuple]	0.1323ms	20.4365μs	48.9320 KOps/s	51.1198 KOps/s	$\color{#d91a1a}-4.28\%$
test_getitem[list]	0.1772ms	43.4034μs	23.0397 KOps/s	23.5433 KOps/s	$\color{#d91a1a}-2.14\%$
test_setitem_dim[int]	46.9580μs	26.3973μs	37.8826 KOps/s	40.9015 KOps/s	$\textbf{\color{#d91a1a}-7.38\%}$
test_setitem_dim[slice_int]	91.4800μs	52.2595μs	19.1353 KOps/s	20.1846 KOps/s	$\textbf{\color{#d91a1a}-5.20\%}$
test_setitem_dim[range]	0.1238ms	74.3541μs	13.4492 KOps/s	13.6913 KOps/s	$\color{#d91a1a}-1.77\%$
test_setitem_dim[tuple]	61.8760μs	41.7388μs	23.9585 KOps/s	25.4084 KOps/s	$\textbf{\color{#d91a1a}-5.71\%}$
test_setitem	64.1910μs	20.8273μs	48.0140 KOps/s	50.2506 KOps/s	$\color{#d91a1a}-4.45\%$
test_set	79.0780μs	20.3530μs	49.1329 KOps/s	51.5550 KOps/s	$\color{#d91a1a}-4.70\%$
test_set_shared	1.1704ms	0.1658ms	6.0300 KOps/s	5.9534 KOps/s	$\color{#35bf28}+1.29\%$
test_update	0.1717ms	22.7938μs	43.8715 KOps/s	46.0754 KOps/s	$\color{#d91a1a}-4.78\%$
test_update_nested	0.1341ms	33.0968μs	30.2144 KOps/s	31.9383 KOps/s	$\textbf{\color{#d91a1a}-5.40\%}$
test_update__nested	0.5145ms	34.0952μs	29.3296 KOps/s	31.5758 KOps/s	$\textbf{\color{#d91a1a}-7.11\%}$
test_set_nested	78.3270μs	22.1161μs	45.2160 KOps/s	47.1209 KOps/s	$\color{#d91a1a}-4.04\%$
test_set_nested_new	77.7450μs	26.5875μs	37.6117 KOps/s	38.6688 KOps/s	$\color{#d91a1a}-2.73\%$
test_select	0.1035ms	43.0398μs	23.2343 KOps/s	24.3109 KOps/s	$\color{#d91a1a}-4.43\%$
test_select_nested	0.1306ms	60.2383μs	16.6007 KOps/s	16.9008 KOps/s	$\color{#d91a1a}-1.78\%$
test_exclude_nested	0.1481ms	75.9512μs	13.1663 KOps/s	13.4875 KOps/s	$\color{#d91a1a}-2.38\%$
test_empty[True]	0.6671ms	0.3580ms	2.7934 KOps/s	2.8680 KOps/s	$\color{#d91a1a}-2.60\%$
test_empty[False]	6.8678μs	1.2547μs	796.9910 KOps/s	751.9772 KOps/s	$\textbf{\color{#35bf28}+5.99\%}$
test_unbind_speed	0.4536ms	0.2657ms	3.7638 KOps/s	3.8766 KOps/s	$\color{#d91a1a}-2.91\%$
test_unbind_speed_stack0	0.4743ms	0.2534ms	3.9464 KOps/s	3.8842 KOps/s	$\color{#35bf28}+1.60\%$
test_unbind_speed_stack1	0.1018s	0.7415ms	1.3486 KOps/s	1.4292 KOps/s	$\textbf{\color{#d91a1a}-5.64\%}$
test_split	97.2564ms	1.7557ms	569.5803 Ops/s	585.0566 Ops/s	$\color{#d91a1a}-2.65\%$
test_chunk	97.6962ms	1.7811ms	561.4586 Ops/s	584.3735 Ops/s	$\color{#d91a1a}-3.92\%$
test_consolidate_njt[False-None]	8.8027ms	8.3389ms	119.9203 Ops/s	122.8384 Ops/s	$\color{#d91a1a}-2.38\%$
test_creation[device0]	0.2325ms	90.9110μs	10.9998 KOps/s	11.0203 KOps/s	$\color{#d91a1a}-0.19\%$
test_creation_from_tensor	4.1418ms	93.8475μs	10.6556 KOps/s	10.4600 KOps/s	$\color{#35bf28}+1.87\%$
test_add_one[memmap_tensor0]	0.1794ms	4.8428μs	206.4930 KOps/s	201.7856 KOps/s	$\color{#35bf28}+2.33\%$
test_contiguous[memmap_tensor0]	16.6110μs	0.5236μs	1.9100 MOps/s	1.8413 MOps/s	$\color{#35bf28}+3.73\%$
test_stack[memmap_tensor0]	34.7950μs	3.3854μs	295.3837 KOps/s	295.3992 KOps/s	$-0.01\%$
test_memmaptd_index	1.1420ms	0.2406ms	4.1561 KOps/s	4.2184 KOps/s	$\color{#d91a1a}-1.48\%$
test_memmaptd_index_astensor	0.5697ms	0.3106ms	3.2191 KOps/s	3.1817 KOps/s	$\color{#35bf28}+1.18\%$
test_memmaptd_index_op	1.1017ms	0.5860ms	1.7065 KOps/s	1.7120 KOps/s	$\color{#d91a1a}-0.32\%$
test_serialize_model	0.1263s	0.1133s	8.8286 Ops/s	7.6138 Ops/s	$\textbf{\color{#35bf28}+15.95\%}$
test_serialize_model_pickle	0.4485s	0.3850s	2.5972 Ops/s	2.6046 Ops/s	$\color{#d91a1a}-0.28\%$
test_serialize_weights	0.2206s	0.1260s	7.9381 Ops/s	8.9509 Ops/s	$\textbf{\color{#d91a1a}-11.31\%}$
test_serialize_weights_returnearly	0.1708s	0.1558s	6.4188 Ops/s	6.4509 Ops/s	$\color{#d91a1a}-0.50\%$
test_serialize_weights_pickle	0.4639s	0.3932s	2.5431 Ops/s	2.3790 Ops/s	$\textbf{\color{#35bf28}+6.90\%}$
test_serialize_weights_filesystem	0.1457s	0.1390s	7.1953 Ops/s	7.0681 Ops/s	$\color{#35bf28}+1.80\%$
test_serialize_model_filesystem	0.1590s	0.1485s	6.7344 Ops/s	6.6834 Ops/s	$\color{#35bf28}+0.76\%$
test_reshape_pytree	59.5620μs	26.8048μs	37.3067 KOps/s	38.2093 KOps/s	$\color{#d91a1a}-2.36\%$
test_reshape_td	71.8240μs	33.1685μs	30.1491 KOps/s	31.7874 KOps/s	$\textbf{\color{#d91a1a}-5.15\%}$
test_view_pytree	77.8750μs	27.2072μs	36.7550 KOps/s	38.0645 KOps/s	$\color{#d91a1a}-3.44\%$
test_view_td	93.2040μs	39.1165μs	25.5646 KOps/s	26.8961 KOps/s	$\color{#d91a1a}-4.95\%$
test_unbind_pytree	71.7640μs	30.0847μs	33.2395 KOps/s	34.1562 KOps/s	$\color{#d91a1a}-2.68\%$
test_unbind_td	0.3371ms	38.8122μs	25.7651 KOps/s	26.6111 KOps/s	$\color{#d91a1a}-3.18\%$
test_split_pytree	64.5300μs	30.0912μs	33.2324 KOps/s	34.0020 KOps/s	$\color{#d91a1a}-2.26\%$
test_split_td	98.8497ms	53.8630μs	18.5656 KOps/s	23.0271 KOps/s	$\textbf{\color{#d91a1a}-19.37\%}$
test_add_pytree	0.1096ms	35.6266μs	28.0689 KOps/s	28.2344 KOps/s	$\color{#d91a1a}-0.59\%$
test_add_td	0.1158ms	57.1013μs	17.5127 KOps/s	18.2684 KOps/s	$\color{#d91a1a}-4.14\%$
test_compile_add_one_nested[tensordict-compile]	0.1238ms	60.6255μs	16.4947 KOps/s	16.0904 KOps/s	$\color{#35bf28}+2.51\%$
test_compile_add_one_nested[tensordict-eager]	0.3498ms	0.1616ms	6.1900 KOps/s	6.2146 KOps/s	$\color{#d91a1a}-0.40\%$
test_compile_add_one_nested[pytree-compile]	0.1101ms	44.9390μs	22.2524 KOps/s	21.7970 KOps/s	$\color{#35bf28}+2.09\%$
test_compile_add_one_nested[pytree-eager]	0.2552ms	0.1206ms	8.2910 KOps/s	8.4459 KOps/s	$\color{#d91a1a}-1.83\%$
test_compile_copy_nested[tensordict-compile]	77.3650μs	25.7046μs	38.9036 KOps/s	38.2603 KOps/s	$\color{#35bf28}+1.68\%$
test_compile_copy_nested[tensordict-eager]	0.1390ms	54.1371μs	18.4716 KOps/s	18.7861 KOps/s	$\color{#d91a1a}-1.67\%$
test_compile_copy_nested[pytree-compile]	0.1625ms	78.5990μs	12.7228 KOps/s	12.9707 KOps/s	$\color{#d91a1a}-1.91\%$
test_compile_copy_nested[pytree-eager]	0.1866ms	67.7762μs	14.7544 KOps/s	14.8381 KOps/s	$\color{#d91a1a}-0.56\%$
test_compile_add_one_flat[tensordict-compile]	0.6675ms	0.1171ms	8.5419 KOps/s	9.5116 KOps/s	$\textbf{\color{#d91a1a}-10.19\%}$
test_compile_add_one_flat[tensordict-eager]	0.3156ms	0.2002ms	4.9952 KOps/s	5.0237 KOps/s	$\color{#d91a1a}-0.57\%$
test_compile_add_one_flat[tensorclass-compile]	0.1139ms	44.9107μs	22.2664 KOps/s	22.2148 KOps/s	$\color{#35bf28}+0.23\%$
test_compile_add_one_flat[tensorclass-eager]	0.4625ms	63.0909μs	15.8501 KOps/s	16.0873 KOps/s	$\color{#d91a1a}-1.47\%$
test_compile_add_one_flat[pytree-compile]	0.1747ms	0.1029ms	9.7218 KOps/s	9.8336 KOps/s	$\color{#d91a1a}-1.14\%$
test_compile_add_one_flat[pytree-eager]	0.3695ms	0.2013ms	4.9668 KOps/s	4.9718 KOps/s	$\color{#d91a1a}-0.10\%$
test_compile_add_self_flat[tensordict-eager]	0.4119ms	0.2111ms	4.7371 KOps/s	4.7699 KOps/s	$\color{#d91a1a}-0.69\%$
test_compile_add_self_flat[tensordict-compile]	0.1742ms	0.1043ms	9.5916 KOps/s	9.5945 KOps/s	$\color{#d91a1a}-0.03\%$
test_compile_add_self_flat[tensorclass-eager]	0.1253ms	56.1689μs	17.8034 KOps/s	18.4749 KOps/s	$\color{#d91a1a}-3.63\%$
test_compile_add_self_flat[tensorclass-compile]	0.1006ms	47.0802μs	21.2403 KOps/s	21.7492 KOps/s	$\color{#d91a1a}-2.34\%$
test_compile_add_self_flat[pytree-eager]	5.2487ms	0.1615ms	6.1934 KOps/s	6.2746 KOps/s	$\color{#d91a1a}-1.29\%$
test_compile_add_self_flat[pytree-compile]	0.1560ms	0.1033ms	9.6841 KOps/s	9.7020 KOps/s	$\color{#d91a1a}-0.18\%$
test_compile_copy_flat[tensordict-compile]	61.5550μs	21.1617μs	47.2553 KOps/s	47.2371 KOps/s	$\color{#35bf28}+0.04\%$
test_compile_copy_flat[tensordict-eager]	0.1169ms	59.0804μs	16.9261 KOps/s	17.2456 KOps/s	$\color{#d91a1a}-1.85\%$
test_compile_copy_flat[pytree-compile]	0.1868ms	81.4539μs	12.2769 KOps/s	12.4224 KOps/s	$\color{#d91a1a}-1.17\%$
test_compile_copy_flat[pytree-eager]	0.1598ms	68.8312μs	14.5283 KOps/s	14.7390 KOps/s	$\color{#d91a1a}-1.43\%$
test_compile_assign_and_add[tensordict-compile]	0.4090ms	0.2084ms	4.7979 KOps/s	4.8527 KOps/s	$\color{#d91a1a}-1.13\%$
test_compile_assign_and_add[tensordict-eager]	1.5040ms	1.2917ms	774.1574 Ops/s	790.0747 Ops/s	$\color{#d91a1a}-2.01\%$
test_compile_assign_and_add[pytree-compile]	0.2676ms	0.2025ms	4.9383 KOps/s	5.0028 KOps/s	$\color{#d91a1a}-1.29\%$
test_compile_assign_and_add[pytree-eager]	1.2210ms	0.7779ms	1.2854 KOps/s	1.2783 KOps/s	$\color{#35bf28}+0.56\%$
test_compile_assign_and_add_stack[compile]	0.7915ms	0.4591ms	2.1780 KOps/s	2.2224 KOps/s	$\color{#d91a1a}-2.00\%$
test_compile_assign_and_add_stack[eager]	3.1473ms	2.6895ms	371.8224 Ops/s	398.0245 Ops/s	$\textbf{\color{#d91a1a}-6.58\%}$
test_compile_indexing[tensor-tensordict-compile]	81.2720μs	36.9325μs	27.0764 KOps/s	27.3716 KOps/s	$\color{#d91a1a}-1.08\%$
test_compile_indexing[tensor-tensordict-eager]	0.5251ms	32.3253μs	30.9355 KOps/s	30.2889 KOps/s	$\color{#35bf28}+2.13\%$
test_compile_indexing[tensor-tensorclass-compile]	66.6340μs	29.0325μs	34.4441 KOps/s	33.5857 KOps/s	$\color{#35bf28}+2.56\%$
test_compile_indexing[tensor-tensorclass-eager]	67.7160μs	23.4552μs	42.6345 KOps/s	42.0748 KOps/s	$\color{#35bf28}+1.33\%$
test_compile_indexing[tensor-pytree-compile]	85.3900μs	30.3061μs	32.9966 KOps/s	32.7479 KOps/s	$\color{#35bf28}+0.76\%$
test_compile_indexing[tensor-pytree-eager]	61.9360μs	23.2403μs	43.0286 KOps/s	43.2489 KOps/s	$\color{#d91a1a}-0.51\%$
test_compile_indexing[slice-tensordict-compile]	0.1147ms	51.3574μs	19.4714 KOps/s	19.6150 KOps/s	$\color{#d91a1a}-0.73\%$
test_compile_indexing[slice-tensordict-eager]	0.5542ms	19.6532μs	50.8823 KOps/s	51.1257 KOps/s	$\color{#d91a1a}-0.48\%$
test_compile_indexing[slice-tensorclass-compile]	0.1093ms	43.9207μs	22.7683 KOps/s	22.9335 KOps/s	$\color{#d91a1a}-0.72\%$
test_compile_indexing[slice-tensorclass-eager]	47.1880μs	19.2276μs	52.0086 KOps/s	53.3233 KOps/s	$\color{#d91a1a}-2.47\%$
test_compile_indexing[slice-pytree-compile]	0.1061ms	45.1567μs	22.1451 KOps/s	22.4159 KOps/s	$\color{#d91a1a}-1.21\%$
test_compile_indexing[slice-pytree-eager]	52.7980μs	19.1991μs	52.0859 KOps/s	53.3309 KOps/s	$\color{#d91a1a}-2.33\%$
test_compile_indexing[int-tensordict-compile]	0.1105ms	53.4919μs	18.6944 KOps/s	19.0999 KOps/s	$\color{#d91a1a}-2.12\%$
test_compile_indexing[int-tensordict-eager]	0.9614ms	19.8197μs	50.4548 KOps/s	51.7014 KOps/s	$\color{#d91a1a}-2.41\%$
test_compile_indexing[int-tensorclass-compile]	96.0800μs	45.0097μs	22.2174 KOps/s	22.4351 KOps/s	$\color{#d91a1a}-0.97\%$
test_compile_indexing[int-tensorclass-eager]	58.4700μs	19.2800μs	51.8671 KOps/s	53.7606 KOps/s	$\color{#d91a1a}-3.52\%$
test_compile_indexing[int-pytree-compile]	94.5570μs	45.3578μs	22.0469 KOps/s	22.6201 KOps/s	$\color{#d91a1a}-2.53\%$
test_compile_indexing[int-pytree-eager]	58.3490μs	19.0509μs	52.4910 KOps/s	53.8578 KOps/s	$\color{#d91a1a}-2.54\%$
test_mod_add[eager]	75.5920μs	27.3978μs	36.4992 KOps/s	38.3044 KOps/s	$\color{#d91a1a}-4.71\%$
test_mod_add[compile]	90.5990μs	44.9624μs	22.2408 KOps/s	22.3350 KOps/s	$\color{#d91a1a}-0.42\%$
test_mod_add[compile-overhead]	87.6640μs	45.0833μs	22.1811 KOps/s	22.4350 KOps/s	$\color{#d91a1a}-1.13\%$
test_mod_wrap[eager]	0.6719ms	0.2157ms	4.6369 KOps/s	4.6332 KOps/s	$\color{#35bf28}+0.08\%$
test_mod_wrap[compile]	1.2886ms	0.2037ms	4.9103 KOps/s	4.8632 KOps/s	$\color{#35bf28}+0.97\%$
test_mod_wrap[compile-overhead]	1.6626ms	0.2030ms	4.9269 KOps/s	4.8199 KOps/s	$\color{#35bf28}+2.22\%$
test_mod_wrap_and_backward[eager]	11.8140ms	10.8343ms	92.2996 Ops/s	91.7444 Ops/s	$\color{#35bf28}+0.61\%$
test_mod_wrap_and_backward[compile]	12.4797ms	10.7247ms	93.2427 Ops/s	94.3835 Ops/s	$\color{#d91a1a}-1.21\%$
test_mod_wrap_and_backward[compile-overhead]	11.9697ms	10.6441ms	93.9487 Ops/s	95.0709 Ops/s	$\color{#d91a1a}-1.18\%$
test_seq_add[eager]	0.2001ms	94.0605μs	10.6315 KOps/s	10.9676 KOps/s	$\color{#d91a1a}-3.06\%$
test_seq_add[compile]	0.1199ms	60.2075μs	16.6092 KOps/s	16.7392 KOps/s	$\color{#d91a1a}-0.78\%$
test_seq_add[compile-overhead]	0.1115ms	58.2277μs	17.1740 KOps/s	16.9321 KOps/s	$\color{#35bf28}+1.43\%$
test_seq_wrap[eager]	0.5259ms	0.3873ms	2.5820 KOps/s	2.5365 KOps/s	$\color{#35bf28}+1.79\%$
test_seq_wrap[compile]	0.3517ms	0.2282ms	4.3819 KOps/s	4.3120 KOps/s	$\color{#35bf28}+1.62\%$
test_seq_wrap[compile-overhead]	0.4314ms	0.2242ms	4.4598 KOps/s	4.3856 KOps/s	$\color{#35bf28}+1.69\%$
test_func_call_runtime[False-eager]	0.9538ms	0.5491ms	1.8213 KOps/s	1.7847 KOps/s	$\color{#35bf28}+2.05\%$
test_func_call_runtime[False-compile]	0.5682ms	0.4245ms	2.3556 KOps/s	2.3282 KOps/s	$\color{#35bf28}+1.18\%$
test_func_call_runtime[False-compile-overhead]	0.7560ms	0.4268ms	2.3432 KOps/s	2.3184 KOps/s	$\color{#35bf28}+1.07\%$
test_func_call_runtime[True-eager]	0.8700ms	0.7499ms	1.3335 KOps/s	1.2705 KOps/s	$\color{#35bf28}+4.96\%$
test_func_call_runtime[True-compile]	0.9526ms	0.4657ms	2.1473 KOps/s	2.1399 KOps/s	$\color{#35bf28}+0.35\%$
test_func_call_runtime[True-compile-overhead]	0.8449ms	0.4674ms	2.1393 KOps/s	2.1493 KOps/s	$\color{#d91a1a}-0.46\%$
test_func_call_cm_runtime[False-eager]	0.8949ms	0.5436ms	1.8397 KOps/s	1.7506 KOps/s	$\textbf{\color{#35bf28}+5.09\%}$
test_func_call_cm_runtime[False-compile]	0.8564ms	0.4240ms	2.3586 KOps/s	2.3458 KOps/s	$\color{#35bf28}+0.54\%$
test_func_call_cm_runtime[False-compile-overhead]	0.5842ms	0.4241ms	2.3580 KOps/s	2.3408 KOps/s	$\color{#35bf28}+0.73\%$
test_func_call_cm_runtime[True-eager]	1.1145ms	0.8948ms	1.1176 KOps/s	1.1175 KOps/s	$\color{#35bf28}+0.01\%$
test_func_call_cm_runtime[True-compile]	0.6285ms	0.4949ms	2.0205 KOps/s	2.0253 KOps/s	$\color{#d91a1a}-0.23\%$
test_func_call_cm_runtime[True-compile-overhead]	0.8938ms	0.4957ms	2.0174 KOps/s	2.0300 KOps/s	$\color{#d91a1a}-0.63\%$
test_vmap_func_call_cm_runtime[eager]	2.3532ms	1.8544ms	539.2523 Ops/s	530.3236 Ops/s	$\color{#35bf28}+1.68\%$
test_vmap_func_call_cm_runtime[compile]	0.7101ms	0.5214ms	1.9179 KOps/s	1.9052 KOps/s	$\color{#35bf28}+0.67\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.7017ms	0.5204ms	1.9217 KOps/s	1.9209 KOps/s	$\color{#35bf28}+0.04\%$
test_distributed	0.9613ms	0.1326ms	7.5422 KOps/s	7.8528 KOps/s	$\color{#d91a1a}-3.96\%$
test_tdmodule	77.7450μs	18.2473μs	54.8026 KOps/s	54.9165 KOps/s	$\color{#d91a1a}-0.21\%$
test_tdmodule_dispatch	51.7170μs	36.0248μs	27.7586 KOps/s	28.1750 KOps/s	$\color{#d91a1a}-1.48\%$
test_tdseq	46.3170μs	21.0472μs	47.5123 KOps/s	48.0856 KOps/s	$\color{#d91a1a}-1.19\%$
test_tdseq_dispatch	82.9550μs	44.5254μs	22.4591 KOps/s	24.4141 KOps/s	$\textbf{\color{#d91a1a}-8.01\%}$
test_instantiation_functorch	2.2950ms	1.5506ms	644.9249 Ops/s	662.5899 Ops/s	$\color{#d91a1a}-2.67\%$
test_exec_functorch	0.2864ms	0.1822ms	5.4883 KOps/s	5.5071 KOps/s	$\color{#d91a1a}-0.34\%$
test_exec_functional_call	0.3257ms	0.1717ms	5.8246 KOps/s	5.5751 KOps/s	$\color{#35bf28}+4.48\%$
test_exec_td_decorator	0.5915ms	0.2296ms	4.3546 KOps/s	4.3362 KOps/s	$\color{#35bf28}+0.42\%$
test_vmap_mlp_speed_decorator[True-True]	1.6151ms	0.6292ms	1.5893 KOps/s	1.5013 KOps/s	$\textbf{\color{#35bf28}+5.86\%}$
test_vmap_mlp_speed_decorator[True-False]	0.9672ms	0.6295ms	1.5885 KOps/s	1.5620 KOps/s	$\color{#35bf28}+1.69\%$
test_vmap_mlp_speed_decorator[False-True]	0.9593ms	0.5154ms	1.9401 KOps/s	1.8995 KOps/s	$\color{#35bf28}+2.14\%$
test_vmap_mlp_speed_decorator[False-False]	0.8241ms	0.5134ms	1.9478 KOps/s	1.9004 KOps/s	$\color{#35bf28}+2.49\%$
test_to_module_speed[True]	1.5041ms	1.2925ms	773.7018 Ops/s	776.4188 Ops/s	$\color{#d91a1a}-0.35\%$
test_to_module_speed[False]	2.0059ms	1.2697ms	787.5990 Ops/s	798.3712 Ops/s	$\color{#d91a1a}-1.35\%$
test_tc_init	79.4280μs	43.7530μs	22.8556 KOps/s	22.9349 KOps/s	$\color{#d91a1a}-0.35\%$
test_tc_init_nested	0.1518ms	88.8465μs	11.2554 KOps/s	11.3727 KOps/s	$\color{#d91a1a}-1.03\%$
test_tc_first_layer_tensor	24.5160μs	1.5596μs	641.1780 KOps/s	665.0485 KOps/s	$\color{#d91a1a}-3.59\%$
test_tc_first_layer_nontensor	50.4140μs	4.8054μs	208.0988 KOps/s	214.1273 KOps/s	$\color{#d91a1a}-2.82\%$
test_tc_second_layer_tensor	47.0580μs	2.8449μs	351.5053 KOps/s	359.0215 KOps/s	$\color{#d91a1a}-2.09\%$
test_tc_second_layer_nontensor	61.4250μs	6.1283μs	163.1780 KOps/s	166.1986 KOps/s	$\color{#d91a1a}-1.82\%$
test_unbind	0.2249s	12.4908ms	80.0591 Ops/s	87.3822 Ops/s	$\textbf{\color{#d91a1a}-8.38\%}$
test_full_like	7.9489ms	7.1517ms	139.8260 Ops/s	88.4933 Ops/s	$\textbf{\color{#35bf28}+58.01\%}$
test_zeros_like	12.9053ms	6.3844ms	156.6308 Ops/s	125.2382 Ops/s	$\textbf{\color{#35bf28}+25.07\%}$
test_ones_like	13.0506ms	7.5905ms	131.7440 Ops/s	125.8271 Ops/s	$\color{#35bf28}+4.70\%$
test_clone	13.8977ms	9.2874ms	107.6732 Ops/s	103.5734 Ops/s	$\color{#35bf28}+3.96\%$
test_squeeze	58.5190μs	12.3699μs	80.8416 KOps/s	85.1683 KOps/s	$\textbf{\color{#d91a1a}-5.08\%}$
test_unsqueeze	0.1625ms	89.4930μs	11.1741 KOps/s	11.6061 KOps/s	$\color{#d91a1a}-3.72\%$
test_split	0.5166ms	0.1929ms	5.1842 KOps/s	5.4756 KOps/s	$\textbf{\color{#d91a1a}-5.32\%}$
test_permute	0.4109ms	0.2179ms	4.5895 KOps/s	4.6264 KOps/s	$\color{#d91a1a}-0.80\%$
test_stack	30.4619ms	25.2680ms	39.5757 Ops/s	39.2565 Ops/s	$\color{#35bf28}+0.81\%$
test_cat	33.3582ms	25.5577ms	39.1271 Ops/s	40.6098 Ops/s	$\color{#d91a1a}-3.65\%$