[CI] Upgrade to linux_job_v2

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• -> [CI] Upgrade to linux_job_v2 #1097

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

Total Benchmarks: 217. Improved: $\large\color{#35bf28}9$. Worsened: $\large\color{#d91a1a}8$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	39.3630μs	17.7139μs	56.4529 KOps/s	55.8191 KOps/s	$\color{#35bf28}+1.14\%$
test_plain_set_stack_nested	45.2740μs	17.7389μs	56.3733 KOps/s	55.3874 KOps/s	$\color{#35bf28}+1.78\%$
test_plain_set_nested_inplace	69.2400μs	19.6385μs	50.9205 KOps/s	50.7725 KOps/s	$\color{#35bf28}+0.29\%$
test_plain_set_stack_nested_inplace	52.0870μs	19.6910μs	50.7846 KOps/s	50.8966 KOps/s	$\color{#d91a1a}-0.22\%$
test_items	33.8630μs	4.2188μs	237.0356 KOps/s	239.2109 KOps/s	$\color{#d91a1a}-0.91\%$
test_items_nested	0.5858ms	0.3451ms	2.8977 KOps/s	2.9030 KOps/s	$\color{#d91a1a}-0.18\%$
test_items_nested_locked	0.7172ms	0.3457ms	2.8924 KOps/s	2.8886 KOps/s	$\color{#35bf28}+0.13\%$
test_items_nested_leaf	0.1439ms	70.8852μs	14.1073 KOps/s	14.1307 KOps/s	$\color{#d91a1a}-0.17\%$
test_items_stack_nested	0.4429ms	0.3464ms	2.8865 KOps/s	2.8942 KOps/s	$\color{#d91a1a}-0.27\%$
test_items_stack_nested_leaf	0.1415ms	74.2351μs	13.4707 KOps/s	13.5418 KOps/s	$\color{#d91a1a}-0.52\%$
test_items_stack_nested_locked	0.6109ms	0.3466ms	2.8856 KOps/s	2.9051 KOps/s	$\color{#d91a1a}-0.67\%$
test_keys	23.4840μs	3.4778μs	287.5393 KOps/s	285.8889 KOps/s	$\color{#35bf28}+0.58\%$
test_keys_nested	0.2556ms	0.1347ms	7.4261 KOps/s	7.1987 KOps/s	$\color{#35bf28}+3.16\%$
test_keys_nested_locked	1.8544ms	0.1401ms	7.1354 KOps/s	6.9129 KOps/s	$\color{#35bf28}+3.22\%$
test_keys_nested_leaf	0.2064ms	0.1157ms	8.6459 KOps/s	8.3243 KOps/s	$\color{#35bf28}+3.86\%$
test_keys_stack_nested	0.2578ms	0.1369ms	7.3037 KOps/s	7.3004 KOps/s	$\color{#35bf28}+0.04\%$
test_keys_stack_nested_leaf	0.2477ms	0.1170ms	8.5490 KOps/s	8.5126 KOps/s	$\color{#35bf28}+0.43\%$
test_keys_stack_nested_locked	0.2658ms	0.1409ms	7.0982 KOps/s	7.0317 KOps/s	$\color{#35bf28}+0.95\%$
test_values	4.9552μs	1.0682μs	936.1701 KOps/s	943.1286 KOps/s	$\color{#d91a1a}-0.74\%$
test_values_nested	0.1070ms	55.1082μs	18.1461 KOps/s	17.8881 KOps/s	$\color{#35bf28}+1.44\%$
test_values_nested_locked	0.4075ms	56.5431μs	17.6856 KOps/s	18.1496 KOps/s	$\color{#d91a1a}-2.56\%$
test_values_nested_leaf	0.1151ms	60.0046μs	16.6654 KOps/s	16.5588 KOps/s	$\color{#35bf28}+0.64\%$
test_values_stack_nested	0.1097ms	56.5083μs	17.6965 KOps/s	17.6969 KOps/s	$-0.00\%$
test_values_stack_nested_leaf	0.1059ms	60.0559μs	16.6512 KOps/s	16.5066 KOps/s	$\color{#35bf28}+0.88\%$
test_values_stack_nested_locked	0.3495ms	56.7319μs	17.6268 KOps/s	17.7439 KOps/s	$\color{#d91a1a}-0.66\%$
test_membership	23.1830μs	0.8918μs	1.1214 MOps/s	1.1256 MOps/s	$\color{#d91a1a}-0.37\%$
test_membership_nested	26.4690μs	2.7434μs	364.5086 KOps/s	358.9759 KOps/s	$\color{#35bf28}+1.54\%$
test_membership_nested_leaf	28.0030μs	2.7483μs	363.8581 KOps/s	358.9950 KOps/s	$\color{#35bf28}+1.35\%$
test_membership_stacked_nested	26.5600μs	2.7473μs	363.9875 KOps/s	362.3322 KOps/s	$\color{#35bf28}+0.46\%$
test_membership_stacked_nested_leaf	27.7720μs	2.7447μs	364.3408 KOps/s	365.1253 KOps/s	$\color{#d91a1a}-0.21\%$
test_membership_nested_last	23.8150μs	4.0856μs	244.7624 KOps/s	247.4484 KOps/s	$\color{#d91a1a}-1.09\%$
test_membership_nested_leaf_last	18.1940μs	4.1389μs	241.6115 KOps/s	247.5506 KOps/s	$\color{#d91a1a}-2.40\%$
test_membership_stacked_nested_last	27.5920μs	4.1173μs	242.8783 KOps/s	248.4505 KOps/s	$\color{#d91a1a}-2.24\%$
test_membership_stacked_nested_leaf_last	28.9840μs	4.1381μs	241.6555 KOps/s	235.8262 KOps/s	$\color{#35bf28}+2.47\%$
test_nested_getleaf	36.1870μs	10.5389μs	94.8863 KOps/s	94.8551 KOps/s	$\color{#35bf28}+0.03\%$
test_nested_get	39.0930μs	10.0730μs	99.2753 KOps/s	100.4554 KOps/s	$\color{#d91a1a}-1.17\%$
test_stacked_getleaf	33.0110μs	10.4946μs	95.2872 KOps/s	95.1786 KOps/s	$\color{#35bf28}+0.11\%$
test_stacked_get	43.0880μs	9.9948μs	100.0523 KOps/s	100.3423 KOps/s	$\color{#d91a1a}-0.29\%$
test_nested_getitemleaf	35.3760μs	10.9727μs	91.1350 KOps/s	91.1044 KOps/s	$\color{#35bf28}+0.03\%$
test_nested_getitem	0.1289ms	10.1258μs	98.7572 KOps/s	96.7187 KOps/s	$\color{#35bf28}+2.11\%$
test_stacked_getitemleaf	0.1398ms	11.3738μs	87.9212 KOps/s	90.2709 KOps/s	$\color{#d91a1a}-2.60\%$
test_stacked_getitem	34.2040μs	10.2943μs	97.1407 KOps/s	97.4512 KOps/s	$\color{#d91a1a}-0.32\%$
test_lock_nested	2.9221ms	0.4474ms	2.2353 KOps/s	1.8323 KOps/s	$\textbf{\color{#35bf28}+21.99\%}$
test_lock_stack_nested	0.6254ms	0.4125ms	2.4243 KOps/s	2.4519 KOps/s	$\color{#d91a1a}-1.13\%$
test_unlock_nested	0.7338ms	0.3590ms	2.7857 KOps/s	2.7668 KOps/s	$\color{#35bf28}+0.68\%$
test_unlock_stack_nested	0.6378ms	0.3293ms	3.0365 KOps/s	3.0507 KOps/s	$\color{#d91a1a}-0.47\%$
test_flatten_speed	0.1763ms	91.2862μs	10.9546 KOps/s	10.9314 KOps/s	$\color{#35bf28}+0.21\%$
test_unflatten_speed	0.6647ms	0.4694ms	2.1302 KOps/s	2.1501 KOps/s	$\color{#d91a1a}-0.92\%$
test_common_ops	4.3535ms	0.7487ms	1.3356 KOps/s	1.3041 KOps/s	$\color{#35bf28}+2.42\%$
test_creation	27.2510μs	2.1469μs	465.7891 KOps/s	490.2582 KOps/s	$\color{#d91a1a}-4.99\%$
test_creation_empty	54.4520μs	10.6048μs	94.2971 KOps/s	92.7564 KOps/s	$\color{#35bf28}+1.66\%$
test_creation_nested_1	40.1950μs	13.5632μs	73.7290 KOps/s	72.1283 KOps/s	$\color{#35bf28}+2.22\%$
test_creation_nested_2	52.0570μs	17.6093μs	56.7881 KOps/s	56.3412 KOps/s	$\color{#35bf28}+0.79\%$
test_clone	60.4330μs	13.1799μs	75.8729 KOps/s	76.8144 KOps/s	$\color{#d91a1a}-1.23\%$
test_getitem[int]	1.1474ms	12.1881μs	82.0473 KOps/s	81.6155 KOps/s	$\color{#35bf28}+0.53\%$
test_getitem[slice_int]	0.1370ms	23.7054μs	42.1844 KOps/s	42.9802 KOps/s	$\color{#d91a1a}-1.85\%$
test_getitem[range]	0.1626ms	47.4390μs	21.0797 KOps/s	20.7883 KOps/s	$\color{#35bf28}+1.40\%$
test_getitem[tuple]	0.1288ms	19.9102μs	50.2256 KOps/s	51.7925 KOps/s	$\color{#d91a1a}-3.03\%$
test_getitem[list]	0.1613ms	43.6559μs	22.9064 KOps/s	22.5138 KOps/s	$\color{#35bf28}+1.74\%$
test_setitem_dim[int]	68.3980μs	24.5380μs	40.7531 KOps/s	40.6477 KOps/s	$\color{#35bf28}+0.26\%$
test_setitem_dim[slice_int]	84.0880μs	49.9292μs	20.0283 KOps/s	20.3390 KOps/s	$\color{#d91a1a}-1.53\%$
test_setitem_dim[range]	0.1032ms	74.1237μs	13.4910 KOps/s	13.7420 KOps/s	$\color{#d91a1a}-1.83\%$
test_setitem_dim[tuple]	80.2300μs	39.0555μs	25.6046 KOps/s	25.4462 KOps/s	$\color{#35bf28}+0.62\%$
test_setitem	65.5720μs	20.0625μs	49.8442 KOps/s	50.0035 KOps/s	$\color{#d91a1a}-0.32\%$
test_set	64.5410μs	19.7689μs	50.5846 KOps/s	52.0282 KOps/s	$\color{#d91a1a}-2.77\%$
test_set_shared	3.5015ms	0.1656ms	6.0388 KOps/s	6.0515 KOps/s	$\color{#d91a1a}-0.21\%$
test_update	0.1784ms	22.0421μs	45.3677 KOps/s	45.7301 KOps/s	$\color{#d91a1a}-0.79\%$
test_update_nested	95.0170μs	31.4947μs	31.7514 KOps/s	32.0982 KOps/s	$\color{#d91a1a}-1.08\%$
test_update__nested	0.6509ms	32.3276μs	30.9333 KOps/s	31.7951 KOps/s	$\color{#d91a1a}-2.71\%$
test_set_nested	82.2940μs	21.1085μs	47.3744 KOps/s	46.4166 KOps/s	$\color{#35bf28}+2.06\%$
test_set_nested_new	67.5170μs	25.7637μs	38.8143 KOps/s	38.7448 KOps/s	$\color{#35bf28}+0.18\%$
test_select	0.1122ms	42.1201μs	23.7416 KOps/s	24.1564 KOps/s	$\color{#d91a1a}-1.72\%$
test_select_nested	0.1194ms	60.0002μs	16.6666 KOps/s	16.2588 KOps/s	$\color{#35bf28}+2.51\%$
test_exclude_nested	0.1524ms	75.4966μs	13.2456 KOps/s	13.7220 KOps/s	$\color{#d91a1a}-3.47\%$
test_empty[True]	0.6400ms	0.3457ms	2.8926 KOps/s	2.8566 KOps/s	$\color{#35bf28}+1.26\%$
test_empty[False]	6.3592μs	1.2995μs	769.5426 KOps/s	818.4265 KOps/s	$\textbf{\color{#d91a1a}-5.97\%}$
test_unbind_speed	0.5350ms	0.2605ms	3.8395 KOps/s	3.8954 KOps/s	$\color{#d91a1a}-1.44\%$
test_unbind_speed_stack0	0.4444ms	0.2578ms	3.8792 KOps/s	3.9467 KOps/s	$\color{#d91a1a}-1.71\%$
test_unbind_speed_stack1	0.1070s	0.7609ms	1.3141 KOps/s	1.4300 KOps/s	$\textbf{\color{#d91a1a}-8.10\%}$
test_split	93.1105ms	1.7204ms	581.2540 Ops/s	576.5647 Ops/s	$\color{#35bf28}+0.81\%$
test_chunk	0.1063s	1.7404ms	574.5683 Ops/s	582.7583 Ops/s	$\color{#d91a1a}-1.41\%$
test_consolidate_njt[False-None]	8.2174ms	7.9208ms	126.2493 Ops/s	121.9076 Ops/s	$\color{#35bf28}+3.56\%$
test_creation[device0]	0.2495ms	90.1558μs	11.0919 KOps/s	10.6477 KOps/s	$\color{#35bf28}+4.17\%$
test_creation_from_tensor	4.1603ms	94.6093μs	10.5698 KOps/s	10.5083 KOps/s	$\color{#35bf28}+0.59\%$
test_add_one[memmap_tensor0]	0.1565ms	4.7390μs	211.0131 KOps/s	209.4542 KOps/s	$\color{#35bf28}+0.74\%$
test_contiguous[memmap_tensor0]	9.2470μs	0.4957μs	2.0174 MOps/s	1.9544 MOps/s	$\color{#35bf28}+3.22\%$
test_stack[memmap_tensor0]	36.3080μs	3.5301μs	283.2812 KOps/s	295.5417 KOps/s	$\color{#d91a1a}-4.15\%$
test_memmaptd_index	1.0227ms	0.2303ms	4.3422 KOps/s	4.3173 KOps/s	$\color{#35bf28}+0.58\%$
test_memmaptd_index_astensor	0.8057ms	0.3070ms	3.2572 KOps/s	3.2479 KOps/s	$\color{#35bf28}+0.29\%$
test_memmaptd_index_op	0.9065ms	0.5632ms	1.7755 KOps/s	1.7378 KOps/s	$\color{#35bf28}+2.17\%$
test_serialize_model	0.1268s	0.1152s	8.6789 Ops/s	7.5277 Ops/s	$\textbf{\color{#35bf28}+15.29\%}$
test_serialize_model_pickle	0.4491s	0.3906s	2.5601 Ops/s	2.6000 Ops/s	$\color{#d91a1a}-1.53\%$
test_serialize_weights	0.1255s	0.1167s	8.5655 Ops/s	8.5723 Ops/s	$\color{#d91a1a}-0.08\%$
test_serialize_weights_returnearly	0.1847s	0.1647s	6.0711 Ops/s	6.2711 Ops/s	$\color{#d91a1a}-3.19\%$
test_serialize_weights_pickle	1.1593s	0.7037s	1.4210 Ops/s	1.2105 Ops/s	$\textbf{\color{#35bf28}+17.39\%}$
test_serialize_weights_filesystem	0.1459s	0.1406s	7.1125 Ops/s	7.0483 Ops/s	$\color{#35bf28}+0.91\%$
test_serialize_model_filesystem	0.2401s	0.1553s	6.4389 Ops/s	6.9395 Ops/s	$\textbf{\color{#d91a1a}-7.21\%}$
test_reshape_pytree	68.5480μs	27.3234μs	36.5987 KOps/s	37.0436 KOps/s	$\color{#d91a1a}-1.20\%$
test_reshape_td	75.6610μs	32.4343μs	30.8316 KOps/s	30.6931 KOps/s	$\color{#35bf28}+0.45\%$
test_view_pytree	0.1009ms	27.2704μs	36.6698 KOps/s	36.8488 KOps/s	$\color{#d91a1a}-0.49\%$
test_view_td	73.9780μs	37.9341μs	26.3615 KOps/s	26.6914 KOps/s	$\color{#d91a1a}-1.24\%$
test_unbind_pytree	61.2740μs	30.2995μs	33.0038 KOps/s	33.0670 KOps/s	$\color{#d91a1a}-0.19\%$
test_unbind_td	0.3476ms	38.7259μs	25.8225 KOps/s	26.2387 KOps/s	$\color{#d91a1a}-1.59\%$
test_split_pytree	60.5630μs	30.2020μs	33.1104 KOps/s	34.0311 KOps/s	$\color{#d91a1a}-2.71\%$
test_split_td	0.5989ms	44.1431μs	22.6536 KOps/s	23.4849 KOps/s	$\color{#d91a1a}-3.54\%$
test_add_pytree	73.8790μs	35.3197μs	28.3128 KOps/s	28.3887 KOps/s	$\color{#d91a1a}-0.27\%$
test_add_td	0.1170ms	51.6883μs	19.3467 KOps/s	18.9721 KOps/s	$\color{#35bf28}+1.97\%$
test_compile_add_one_nested[tensordict-compile]	0.1150ms	62.3221μs	16.0457 KOps/s	15.9912 KOps/s	$\color{#35bf28}+0.34\%$
test_compile_add_one_nested[tensordict-eager]	1.4359ms	0.1605ms	6.2314 KOps/s	6.2803 KOps/s	$\color{#d91a1a}-0.78\%$
test_compile_add_one_nested[pytree-compile]	0.1468ms	45.4450μs	22.0046 KOps/s	21.3141 KOps/s	$\color{#35bf28}+3.24\%$
test_compile_add_one_nested[pytree-eager]	0.2607ms	0.1200ms	8.3348 KOps/s	8.5135 KOps/s	$\color{#d91a1a}-2.10\%$
test_compile_copy_nested[tensordict-compile]	54.9020μs	26.2415μs	38.1075 KOps/s	38.6480 KOps/s	$\color{#d91a1a}-1.40\%$
test_compile_copy_nested[tensordict-eager]	0.1213ms	53.6257μs	18.6478 KOps/s	17.8373 KOps/s	$\color{#35bf28}+4.54\%$
test_compile_copy_nested[pytree-compile]	0.1540ms	79.5534μs	12.5702 KOps/s	12.6980 KOps/s	$\color{#d91a1a}-1.01\%$
test_compile_copy_nested[pytree-eager]	0.1425ms	69.6425μs	14.3590 KOps/s	14.6540 KOps/s	$\color{#d91a1a}-2.01\%$
test_compile_add_one_flat[tensordict-compile]	0.2304ms	0.1052ms	9.5038 KOps/s	9.5459 KOps/s	$\color{#d91a1a}-0.44\%$
test_compile_add_one_flat[tensordict-eager]	0.3695ms	0.1987ms	5.0326 KOps/s	5.1239 KOps/s	$\color{#d91a1a}-1.78\%$
test_compile_add_one_flat[tensorclass-compile]	0.1091ms	45.7508μs	21.8576 KOps/s	22.1240 KOps/s	$\color{#d91a1a}-1.20\%$
test_compile_add_one_flat[tensorclass-eager]	0.4631ms	60.0908μs	16.6415 KOps/s	16.3853 KOps/s	$\color{#35bf28}+1.56\%$
test_compile_add_one_flat[pytree-compile]	0.2331ms	0.1036ms	9.6551 KOps/s	9.6405 KOps/s	$\color{#35bf28}+0.15\%$
test_compile_add_one_flat[pytree-eager]	0.3398ms	0.2035ms	4.9139 KOps/s	4.9801 KOps/s	$\color{#d91a1a}-1.33\%$
test_compile_add_self_flat[tensordict-eager]	0.4218ms	0.2083ms	4.7997 KOps/s	4.8571 KOps/s	$\color{#d91a1a}-1.18\%$
test_compile_add_self_flat[tensordict-compile]	0.2449ms	0.1094ms	9.1370 KOps/s	9.3776 KOps/s	$\color{#d91a1a}-2.57\%$
test_compile_add_self_flat[tensorclass-eager]	0.1879ms	53.0094μs	18.8646 KOps/s	18.5409 KOps/s	$\color{#35bf28}+1.75\%$
test_compile_add_self_flat[tensorclass-compile]	0.1033ms	46.9594μs	21.2950 KOps/s	21.4206 KOps/s	$\color{#d91a1a}-0.59\%$
test_compile_add_self_flat[pytree-eager]	0.5884ms	0.1594ms	6.2718 KOps/s	6.3178 KOps/s	$\color{#d91a1a}-0.73\%$
test_compile_add_self_flat[pytree-compile]	0.1916ms	0.1037ms	9.6452 KOps/s	9.2427 KOps/s	$\color{#35bf28}+4.36\%$
test_compile_copy_flat[tensordict-compile]	61.2240μs	20.5577μs	48.6437 KOps/s	47.5603 KOps/s	$\color{#35bf28}+2.28\%$
test_compile_copy_flat[tensordict-eager]	0.1224ms	58.2846μs	17.1572 KOps/s	17.0945 KOps/s	$\color{#35bf28}+0.37\%$
test_compile_copy_flat[pytree-compile]	0.1341ms	82.8313μs	12.0727 KOps/s	12.2773 KOps/s	$\color{#d91a1a}-1.67\%$
test_compile_copy_flat[pytree-eager]	0.1313ms	71.6458μs	13.9575 KOps/s	14.3061 KOps/s	$\color{#d91a1a}-2.44\%$
test_compile_assign_and_add[tensordict-compile]	0.3935ms	0.2174ms	4.5990 KOps/s	4.7619 KOps/s	$\color{#d91a1a}-3.42\%$
test_compile_assign_and_add[tensordict-eager]	2.5712ms	1.2528ms	798.2339 Ops/s	802.0701 Ops/s	$\color{#d91a1a}-0.48\%$
test_compile_assign_and_add[pytree-compile]	0.3277ms	0.2057ms	4.8616 KOps/s	4.8936 KOps/s	$\color{#d91a1a}-0.65\%$
test_compile_assign_and_add[pytree-eager]	1.2048ms	0.7794ms	1.2831 KOps/s	1.2964 KOps/s	$\color{#d91a1a}-1.02\%$
test_compile_assign_and_add_stack[compile]	0.6633ms	0.4667ms	2.1428 KOps/s	2.1624 KOps/s	$\color{#d91a1a}-0.90\%$
test_compile_assign_and_add_stack[eager]	2.8390ms	2.5813ms	387.3986 Ops/s	388.8275 Ops/s	$\color{#d91a1a}-0.37\%$
test_compile_indexing[tensor-tensordict-compile]	74.8390μs	36.9348μs	27.0747 KOps/s	27.2174 KOps/s	$\color{#d91a1a}-0.52\%$
test_compile_indexing[tensor-tensordict-eager]	0.3911ms	31.5483μs	31.6974 KOps/s	29.8598 KOps/s	$\textbf{\color{#35bf28}+6.15\%}$
test_compile_indexing[tensor-tensorclass-compile]	88.1050μs	28.8052μs	34.7159 KOps/s	32.3998 KOps/s	$\textbf{\color{#35bf28}+7.15\%}$
test_compile_indexing[tensor-tensorclass-eager]	74.1890μs	23.1716μs	43.1562 KOps/s	42.4818 KOps/s	$\color{#35bf28}+1.59\%$
test_compile_indexing[tensor-pytree-compile]	68.0970μs	29.8667μs	33.4821 KOps/s	32.1209 KOps/s	$\color{#35bf28}+4.24\%$
test_compile_indexing[tensor-pytree-eager]	79.4480μs	23.0383μs	43.4061 KOps/s	42.6366 KOps/s	$\color{#35bf28}+1.80\%$
test_compile_indexing[slice-tensordict-compile]	0.1155ms	52.4319μs	19.0724 KOps/s	19.4105 KOps/s	$\color{#d91a1a}-1.74\%$
test_compile_indexing[slice-tensordict-eager]	0.4909ms	19.5160μs	51.2400 KOps/s	49.1014 KOps/s	$\color{#35bf28}+4.36\%$
test_compile_indexing[slice-tensorclass-compile]	99.8370μs	43.7380μs	22.8634 KOps/s	22.9336 KOps/s	$\color{#d91a1a}-0.31\%$
test_compile_indexing[slice-tensorclass-eager]	70.4310μs	19.0785μs	52.4152 KOps/s	51.9329 KOps/s	$\color{#35bf28}+0.93\%$
test_compile_indexing[slice-pytree-compile]	0.1068ms	44.6610μs	22.3909 KOps/s	22.2172 KOps/s	$\color{#35bf28}+0.78\%$
test_compile_indexing[slice-pytree-eager]	71.1030μs	19.1807μs	52.1357 KOps/s	52.5814 KOps/s	$\color{#d91a1a}-0.85\%$
test_compile_indexing[int-tensordict-compile]	0.1160ms	53.8372μs	18.5745 KOps/s	19.0963 KOps/s	$\color{#d91a1a}-2.73\%$
test_compile_indexing[int-tensordict-eager]	0.8972ms	19.3088μs	51.7899 KOps/s	50.1698 KOps/s	$\color{#35bf28}+3.23\%$
test_compile_indexing[int-tensorclass-compile]	0.1270ms	44.7967μs	22.3231 KOps/s	22.0355 KOps/s	$\color{#35bf28}+1.31\%$
test_compile_indexing[int-tensorclass-eager]	68.1370μs	18.8472μs	53.0584 KOps/s	52.1818 KOps/s	$\color{#35bf28}+1.68\%$
test_compile_indexing[int-pytree-compile]	0.1098ms	44.9483μs	22.2478 KOps/s	22.1352 KOps/s	$\color{#35bf28}+0.51\%$
test_compile_indexing[int-pytree-eager]	57.6280μs	18.9309μs	52.8236 KOps/s	52.2747 KOps/s	$\color{#35bf28}+1.05\%$
test_mod_add[eager]	86.2910μs	25.4875μs	39.2350 KOps/s	37.1423 KOps/s	$\textbf{\color{#35bf28}+5.63\%}$
test_mod_add[compile]	0.1127ms	45.2303μs	22.1091 KOps/s	21.6213 KOps/s	$\color{#35bf28}+2.26\%$
test_mod_add[compile-overhead]	0.1223ms	45.5237μs	21.9666 KOps/s	21.5243 KOps/s	$\color{#35bf28}+2.05\%$
test_mod_wrap[eager]	0.3578ms	0.2158ms	4.6341 KOps/s	4.6528 KOps/s	$\color{#d91a1a}-0.40\%$
test_mod_wrap[compile]	1.4511ms	0.2065ms	4.8427 KOps/s	4.8674 KOps/s	$\color{#d91a1a}-0.51\%$
test_mod_wrap[compile-overhead]	1.4189ms	0.2047ms	4.8855 KOps/s	4.9161 KOps/s	$\color{#d91a1a}-0.62\%$
test_mod_wrap_and_backward[eager]	18.2478ms	12.0929ms	82.6928 Ops/s	89.4920 Ops/s	$\textbf{\color{#d91a1a}-7.60\%}$
test_mod_wrap_and_backward[compile]	16.2627ms	11.6753ms	85.6512 Ops/s	77.2400 Ops/s	$\textbf{\color{#35bf28}+10.89\%}$
test_mod_wrap_and_backward[compile-overhead]	17.4201ms	11.9293ms	83.8271 Ops/s	85.8731 Ops/s	$\color{#d91a1a}-2.38\%$
test_seq_add[eager]	0.1720ms	88.2597μs	11.3302 KOps/s	10.4005 KOps/s	$\textbf{\color{#35bf28}+8.94\%}$
test_seq_add[compile]	0.1156ms	59.8635μs	16.7047 KOps/s	16.4225 KOps/s	$\color{#35bf28}+1.72\%$
test_seq_add[compile-overhead]	0.1194ms	59.4224μs	16.8287 KOps/s	16.8703 KOps/s	$\color{#d91a1a}-0.25\%$
test_seq_wrap[eager]	0.4980ms	0.3937ms	2.5398 KOps/s	2.4776 KOps/s	$\color{#35bf28}+2.51\%$
test_seq_wrap[compile]	0.4116ms	0.2280ms	4.3859 KOps/s	4.3291 KOps/s	$\color{#35bf28}+1.31\%$
test_seq_wrap[compile-overhead]	0.4234ms	0.2288ms	4.3714 KOps/s	4.4180 KOps/s	$\color{#d91a1a}-1.05\%$
test_func_call_runtime[False-eager]	0.7698ms	0.5517ms	1.8126 KOps/s	1.8871 KOps/s	$\color{#d91a1a}-3.95\%$
test_func_call_runtime[False-compile]	0.5172ms	0.4221ms	2.3692 KOps/s	2.3371 KOps/s	$\color{#35bf28}+1.37\%$
test_func_call_runtime[False-compile-overhead]	0.9242ms	0.4256ms	2.3498 KOps/s	2.3393 KOps/s	$\color{#35bf28}+0.45\%$
test_func_call_runtime[True-eager]	0.9412ms	0.7654ms	1.3065 KOps/s	1.3358 KOps/s	$\color{#d91a1a}-2.19\%$
test_func_call_runtime[True-compile]	0.8404ms	0.4662ms	2.1452 KOps/s	2.1346 KOps/s	$\color{#35bf28}+0.50\%$
test_func_call_runtime[True-compile-overhead]	0.6072ms	0.4648ms	2.1517 KOps/s	2.1368 KOps/s	$\color{#35bf28}+0.70\%$
test_func_call_cm_runtime[False-eager]	0.8571ms	0.5538ms	1.8056 KOps/s	1.8819 KOps/s	$\color{#d91a1a}-4.05\%$
test_func_call_cm_runtime[False-compile]	0.8692ms	0.4283ms	2.3349 KOps/s	2.3471 KOps/s	$\color{#d91a1a}-0.52\%$
test_func_call_cm_runtime[False-compile-overhead]	0.5443ms	0.4249ms	2.3534 KOps/s	2.3138 KOps/s	$\color{#35bf28}+1.71\%$
test_func_call_cm_runtime[True-eager]	1.1019ms	0.9014ms	1.1094 KOps/s	1.1235 KOps/s	$\color{#d91a1a}-1.26\%$
test_func_call_cm_runtime[True-compile]	0.5848ms	0.4879ms	2.0496 KOps/s	2.0315 KOps/s	$\color{#35bf28}+0.89\%$
test_func_call_cm_runtime[True-compile-overhead]	0.5781ms	0.4903ms	2.0395 KOps/s	2.0330 KOps/s	$\color{#35bf28}+0.32\%$
test_vmap_func_call_cm_runtime[eager]	2.5276ms	1.8694ms	534.9395 Ops/s	527.5591 Ops/s	$\color{#35bf28}+1.40\%$
test_vmap_func_call_cm_runtime[compile]	0.8922ms	0.5187ms	1.9280 KOps/s	1.9126 KOps/s	$\color{#35bf28}+0.80\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.8598ms	0.5225ms	1.9137 KOps/s	1.9255 KOps/s	$\color{#d91a1a}-0.61\%$
test_distributed	0.2528ms	0.1269ms	7.8820 KOps/s	7.7212 KOps/s	$\color{#35bf28}+2.08\%$
test_tdmodule	0.1019ms	18.8020μs	53.1859 KOps/s	51.7999 KOps/s	$\color{#35bf28}+2.68\%$
test_tdmodule_dispatch	57.0770μs	37.2302μs	26.8599 KOps/s	26.5370 KOps/s	$\color{#35bf28}+1.22\%$
test_tdseq	39.7440μs	21.4677μs	46.5815 KOps/s	45.9160 KOps/s	$\color{#35bf28}+1.45\%$
test_tdseq_dispatch	69.0790μs	42.1640μs	23.7169 KOps/s	23.1203 KOps/s	$\color{#35bf28}+2.58\%$
test_instantiation_functorch	1.7506ms	1.5123ms	661.2433 Ops/s	653.4522 Ops/s	$\color{#35bf28}+1.19\%$
test_exec_functorch	0.4260ms	0.1808ms	5.5305 KOps/s	5.5096 KOps/s	$\color{#35bf28}+0.38\%$
test_exec_functional_call	0.3681ms	0.1687ms	5.9290 KOps/s	5.7505 KOps/s	$\color{#35bf28}+3.10\%$
test_exec_td_decorator	0.4599ms	0.2269ms	4.4076 KOps/s	4.2785 KOps/s	$\color{#35bf28}+3.02\%$
test_vmap_mlp_speed_decorator[True-True]	0.9397ms	0.6359ms	1.5725 KOps/s	1.5694 KOps/s	$\color{#35bf28}+0.20\%$
test_vmap_mlp_speed_decorator[True-False]	1.2048ms	0.6441ms	1.5525 KOps/s	1.5796 KOps/s	$\color{#d91a1a}-1.72\%$
test_vmap_mlp_speed_decorator[False-True]	0.8505ms	0.5284ms	1.8925 KOps/s	1.9171 KOps/s	$\color{#d91a1a}-1.28\%$
test_vmap_mlp_speed_decorator[False-False]	0.8363ms	0.5293ms	1.8892 KOps/s	1.9390 KOps/s	$\color{#d91a1a}-2.57\%$
test_to_module_speed[True]	1.4913ms	1.2979ms	770.4677 Ops/s	750.0554 Ops/s	$\color{#35bf28}+2.72\%$
test_to_module_speed[False]	2.0907ms	1.2756ms	783.9265 Ops/s	810.1362 Ops/s	$\color{#d91a1a}-3.24\%$
test_tc_init	84.4380μs	45.8078μs	21.8303 KOps/s	22.4325 KOps/s	$\color{#d91a1a}-2.68\%$
test_tc_init_nested	0.1573ms	91.2706μs	10.9564 KOps/s	11.1038 KOps/s	$\color{#d91a1a}-1.33\%$
test_tc_first_layer_tensor	23.0230μs	1.5243μs	656.0307 KOps/s	642.7054 KOps/s	$\color{#35bf28}+2.07\%$
test_tc_first_layer_nontensor	27.7420μs	4.7110μs	212.2674 KOps/s	211.1031 KOps/s	$\color{#35bf28}+0.55\%$
test_tc_second_layer_tensor	21.5610μs	2.8910μs	345.9065 KOps/s	351.0283 KOps/s	$\color{#d91a1a}-1.46\%$
test_tc_second_layer_nontensor	26.6200μs	6.0878μs	164.2626 KOps/s	168.4347 KOps/s	$\color{#d91a1a}-2.48\%$
test_unbind	0.2264s	12.5044ms	79.9718 Ops/s	72.0628 Ops/s	$\textbf{\color{#35bf28}+10.98\%}$
test_full_like	16.7930ms	11.9819ms	83.4593 Ops/s	137.1118 Ops/s	$\textbf{\color{#d91a1a}-39.13\%}$
test_zeros_like	12.9782ms	7.6101ms	131.4045 Ops/s	361.7556 Ops/s	$\textbf{\color{#d91a1a}-63.68\%}$
test_ones_like	13.6635ms	7.7958ms	128.2739 Ops/s	306.2873 Ops/s	$\textbf{\color{#d91a1a}-58.12\%}$
test_clone	14.5869ms	9.3818ms	106.5898 Ops/s	197.0765 Ops/s	$\textbf{\color{#d91a1a}-45.91\%}$
test_squeeze	61.0340μs	11.6755μs	85.6493 KOps/s	86.1589 KOps/s	$\color{#d91a1a}-0.59\%$
test_unsqueeze	0.1546ms	84.8318μs	11.7880 KOps/s	11.3282 KOps/s	$\color{#35bf28}+4.06\%$
test_split	0.4928ms	0.1884ms	5.3078 KOps/s	5.3210 KOps/s	$\color{#d91a1a}-0.25\%$
test_permute	0.3548ms	0.2161ms	4.6285 KOps/s	4.5649 KOps/s	$\color{#35bf28}+1.39\%$
test_stack	31.4839ms	25.1326ms	39.7890 Ops/s	38.5598 Ops/s	$\color{#35bf28}+3.19\%$
test_cat	26.7779ms	24.8068ms	40.3116 Ops/s	39.6433 Ops/s	$\color{#35bf28}+1.69\%$