[CI] Fix windows wheels

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• -> [CI] Fix windows wheels #1006

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

Total Benchmarks: 222. Improved: $\large\color{#35bf28}14$. Worsened: $\large\color{#d91a1a}4$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	44.7130μs	18.9368μs	52.8072 KOps/s	50.6421 KOps/s	$\color{#35bf28}+4.28\%$
test_plain_set_stack_nested	47.9200μs	19.1687μs	52.1683 KOps/s	49.2244 KOps/s	$\textbf{\color{#35bf28}+5.98\%}$
test_plain_set_nested_inplace	57.8690μs	20.7765μs	48.1314 KOps/s	46.8178 KOps/s	$\color{#35bf28}+2.81\%$
test_plain_set_stack_nested_inplace	69.2000μs	20.8835μs	47.8846 KOps/s	46.4384 KOps/s	$\color{#35bf28}+3.11\%$
test_items	99.5360μs	4.2003μs	238.0800 KOps/s	243.7985 KOps/s	$\color{#d91a1a}-2.35\%$
test_items_nested	0.7000ms	0.3716ms	2.6912 KOps/s	2.7484 KOps/s	$\color{#d91a1a}-2.08\%$
test_items_nested_locked	0.4381ms	0.3672ms	2.7236 KOps/s	2.7655 KOps/s	$\color{#d91a1a}-1.51\%$
test_items_nested_leaf	0.1470ms	67.7062μs	14.7697 KOps/s	14.4723 KOps/s	$\color{#35bf28}+2.05\%$
test_items_stack_nested	0.5172ms	0.3717ms	2.6905 KOps/s	2.7131 KOps/s	$\color{#d91a1a}-0.83\%$
test_items_stack_nested_leaf	0.1179ms	71.4127μs	14.0031 KOps/s	13.7042 KOps/s	$\color{#35bf28}+2.18\%$
test_items_stack_nested_locked	0.6801ms	0.3849ms	2.5982 KOps/s	2.7249 KOps/s	$\color{#d91a1a}-4.65\%$
test_keys	47.6490μs	3.5729μs	279.8863 KOps/s	284.3278 KOps/s	$\color{#d91a1a}-1.56\%$
test_keys_nested	0.1420ms	0.1008ms	9.9231 KOps/s	9.6401 KOps/s	$\color{#35bf28}+2.94\%$
test_keys_nested_locked	0.7157ms	0.1050ms	9.5247 KOps/s	9.3909 KOps/s	$\color{#35bf28}+1.42\%$
test_keys_nested_leaf	0.1617ms	83.6563μs	11.9537 KOps/s	11.6273 KOps/s	$\color{#35bf28}+2.81\%$
test_keys_stack_nested	0.1462ms	0.1012ms	9.8784 KOps/s	9.7977 KOps/s	$\color{#35bf28}+0.82\%$
test_keys_stack_nested_leaf	0.1628ms	84.9737μs	11.7683 KOps/s	11.7792 KOps/s	$\color{#d91a1a}-0.09\%$
test_keys_stack_nested_locked	0.1484ms	0.1070ms	9.3452 KOps/s	9.3297 KOps/s	$\color{#35bf28}+0.17\%$
test_values	5.8168μs	1.0428μs	958.9647 KOps/s	951.3652 KOps/s	$\color{#35bf28}+0.80\%$
test_values_nested	0.1364ms	75.2114μs	13.2958 KOps/s	13.5008 KOps/s	$\color{#d91a1a}-1.52\%$
test_values_nested_locked	0.1371ms	75.2902μs	13.2819 KOps/s	13.5209 KOps/s	$\color{#d91a1a}-1.77\%$
test_values_nested_leaf	0.1186ms	61.7561μs	16.1927 KOps/s	15.8430 KOps/s	$\color{#35bf28}+2.21\%$
test_values_stack_nested	0.1237ms	76.7305μs	13.0326 KOps/s	13.4494 KOps/s	$\color{#d91a1a}-3.10\%$
test_values_stack_nested_leaf	0.1149ms	62.0233μs	16.1230 KOps/s	16.2201 KOps/s	$\color{#d91a1a}-0.60\%$
test_values_stack_nested_locked	0.1424ms	76.7714μs	13.0257 KOps/s	13.4528 KOps/s	$\color{#d91a1a}-3.17\%$
test_membership	3.6799μs	0.7710μs	1.2970 MOps/s	1.1377 MOps/s	$\textbf{\color{#35bf28}+14.01\%}$
test_membership_nested	20.8390μs	2.8336μs	352.9067 KOps/s	342.2286 KOps/s	$\color{#35bf28}+3.12\%$
test_membership_nested_leaf	20.1670μs	2.8123μs	355.5763 KOps/s	363.9504 KOps/s	$\color{#d91a1a}-2.30\%$
test_membership_stacked_nested	25.6080μs	2.8315μs	353.1673 KOps/s	364.0319 KOps/s	$\color{#d91a1a}-2.98\%$
test_membership_stacked_nested_leaf	27.2210μs	2.8732μs	348.0475 KOps/s	362.3386 KOps/s	$\color{#d91a1a}-3.94\%$
test_membership_nested_last	22.3620μs	4.0373μs	247.6928 KOps/s	252.4880 KOps/s	$\color{#d91a1a}-1.90\%$
test_membership_nested_leaf_last	24.3650μs	4.0076μs	249.5283 KOps/s	250.6667 KOps/s	$\color{#d91a1a}-0.45\%$
test_membership_stacked_nested_last	23.3940μs	3.9931μs	250.4294 KOps/s	163.1146 KOps/s	$\textbf{\color{#35bf28}+53.53\%}$
test_membership_stacked_nested_leaf_last	29.7760μs	4.0245μs	248.4759 KOps/s	164.0957 KOps/s	$\textbf{\color{#35bf28}+51.42\%}$
test_nested_getleaf	40.8260μs	10.6604μs	93.8052 KOps/s	91.6647 KOps/s	$\color{#35bf28}+2.34\%$
test_nested_get	31.6000μs	10.2333μs	97.7201 KOps/s	95.0011 KOps/s	$\color{#35bf28}+2.86\%$
test_stacked_getleaf	34.6650μs	10.6146μs	94.2096 KOps/s	93.7222 KOps/s	$\color{#35bf28}+0.52\%$
test_stacked_get	34.8660μs	10.3025μs	97.0633 KOps/s	95.0708 KOps/s	$\color{#35bf28}+2.10\%$
test_nested_getitemleaf	38.2610μs	11.2299μs	89.0476 KOps/s	85.3071 KOps/s	$\color{#35bf28}+4.38\%$
test_nested_getitem	32.5500μs	10.5013μs	95.2259 KOps/s	92.5898 KOps/s	$\color{#35bf28}+2.85\%$
test_stacked_getitemleaf	34.5650μs	11.1955μs	89.3216 KOps/s	88.3783 KOps/s	$\color{#35bf28}+1.07\%$
test_stacked_getitem	30.4460μs	10.4940μs	95.2930 KOps/s	95.3636 KOps/s	$\color{#d91a1a}-0.07\%$
test_lock_nested	83.0334ms	0.5709ms	1.7515 KOps/s	2.0399 KOps/s	$\textbf{\color{#d91a1a}-14.14\%}$
test_lock_stack_nested	0.8670ms	0.4572ms	2.1870 KOps/s	2.2239 KOps/s	$\color{#d91a1a}-1.66\%$
test_unlock_nested	85.0411ms	0.4882ms	2.0482 KOps/s	2.4463 KOps/s	$\textbf{\color{#d91a1a}-16.27\%}$
test_unlock_stack_nested	0.5688ms	0.3703ms	2.7009 KOps/s	2.7116 KOps/s	$\color{#d91a1a}-0.39\%$
test_flatten_speed	0.1766ms	86.9901μs	11.4956 KOps/s	11.2287 KOps/s	$\color{#35bf28}+2.38\%$
test_unflatten_speed	0.8207ms	0.4660ms	2.1459 KOps/s	2.1308 KOps/s	$\color{#35bf28}+0.71\%$
test_common_ops	6.2163ms	1.0520ms	950.5513 Ops/s	935.2376 Ops/s	$\color{#35bf28}+1.64\%$
test_creation	26.4590μs	2.1387μs	467.5708 KOps/s	463.9625 KOps/s	$\color{#35bf28}+0.78\%$
test_creation_empty	42.2500μs	15.6576μs	63.8668 KOps/s	64.6022 KOps/s	$\color{#d91a1a}-1.14\%$
test_creation_nested_1	68.9970μs	18.9546μs	52.7576 KOps/s	52.1483 KOps/s	$\color{#35bf28}+1.17\%$
test_creation_nested_2	64.9310μs	22.7457μs	43.9643 KOps/s	42.6337 KOps/s	$\color{#35bf28}+3.12\%$
test_clone	1.2895ms	17.2401μs	58.0043 KOps/s	56.9877 KOps/s	$\color{#35bf28}+1.78\%$
test_getitem[int]	0.8488ms	16.9280μs	59.0739 KOps/s	57.1217 KOps/s	$\color{#35bf28}+3.42\%$
test_getitem[slice_int]	0.1344ms	30.5875μs	32.6931 KOps/s	31.7941 KOps/s	$\color{#35bf28}+2.83\%$
test_getitem[range]	0.1718ms	57.8640μs	17.2819 KOps/s	17.3671 KOps/s	$\color{#d91a1a}-0.49\%$
test_getitem[tuple]	0.1303ms	25.4296μs	39.3242 KOps/s	38.8379 KOps/s	$\color{#35bf28}+1.25\%$
test_getitem[list]	0.1767ms	53.0748μs	18.8413 KOps/s	18.6471 KOps/s	$\color{#35bf28}+1.04\%$
test_setitem_dim[int]	56.5560μs	31.8156μs	31.4312 KOps/s	30.1866 KOps/s	$\color{#35bf28}+4.12\%$
test_setitem_dim[slice_int]	0.1116ms	60.1273μs	16.6314 KOps/s	16.4019 KOps/s	$\color{#35bf28}+1.40\%$
test_setitem_dim[range]	0.1796ms	83.6103μs	11.9602 KOps/s	11.7900 KOps/s	$\color{#35bf28}+1.44\%$
test_setitem_dim[tuple]	75.7210μs	48.5038μs	20.6169 KOps/s	19.9262 KOps/s	$\color{#35bf28}+3.47\%$
test_setitem	69.8300μs	27.4819μs	36.3876 KOps/s	34.9140 KOps/s	$\color{#35bf28}+4.22\%$
test_set	0.1394ms	26.7029μs	37.4491 KOps/s	36.9010 KOps/s	$\color{#35bf28}+1.49\%$
test_set_shared	1.3008ms	0.2102ms	4.7574 KOps/s	4.7499 KOps/s	$\color{#35bf28}+0.16\%$
test_update	0.1439ms	32.8103μs	30.4782 KOps/s	30.7283 KOps/s	$\color{#d91a1a}-0.81\%$
test_update_nested	0.1183ms	43.2317μs	23.1312 KOps/s	23.3731 KOps/s	$\color{#d91a1a}-1.03\%$
test_update__nested	0.1269ms	34.2247μs	29.2187 KOps/s	28.7363 KOps/s	$\color{#35bf28}+1.68\%$
test_set_nested	0.1271ms	29.5338μs	33.8595 KOps/s	33.1862 KOps/s	$\color{#35bf28}+2.03\%$
test_set_nested_new	82.0130μs	34.6460μs	28.8633 KOps/s	28.0319 KOps/s	$\color{#35bf28}+2.97\%$
test_select	1.2196ms	52.8045μs	18.9378 KOps/s	18.6337 KOps/s	$\color{#35bf28}+1.63\%$
test_select_nested	0.1278ms	59.0553μs	16.9333 KOps/s	16.4402 KOps/s	$\color{#35bf28}+3.00\%$
test_exclude_nested	0.1597ms	74.9682μs	13.3390 KOps/s	12.9929 KOps/s	$\color{#35bf28}+2.66\%$
test_empty[True]	0.4922ms	0.3187ms	3.1375 KOps/s	3.0995 KOps/s	$\color{#35bf28}+1.23\%$
test_empty[False]	5.7907μs	1.1991μs	833.9846 KOps/s	836.9779 KOps/s	$\color{#d91a1a}-0.36\%$
test_unbind_speed	0.3905ms	0.3060ms	3.2682 KOps/s	3.3133 KOps/s	$\color{#d91a1a}-1.36\%$
test_unbind_speed_stack0	0.4326ms	0.2959ms	3.3800 KOps/s	3.4292 KOps/s	$\color{#d91a1a}-1.44\%$
test_unbind_speed_stack1	92.6478ms	0.8095ms	1.2353 KOps/s	1.4974 KOps/s	$\textbf{\color{#d91a1a}-17.50\%}$
test_split	81.5529ms	2.1617ms	462.5898 Ops/s	456.4482 Ops/s	$\color{#35bf28}+1.35\%$
test_chunk	3.1064ms	2.0118ms	497.0630 Ops/s	458.4147 Ops/s	$\textbf{\color{#35bf28}+8.43\%}$
test_creation[device0]	0.2409ms	0.1160ms	8.6192 KOps/s	8.5840 KOps/s	$\color{#35bf28}+0.41\%$
test_creation_from_tensor	3.0316ms	0.1162ms	8.6090 KOps/s	8.2710 KOps/s	$\color{#35bf28}+4.09\%$
test_add_one[memmap_tensor0]	84.1580μs	7.0741μs	141.3602 KOps/s	139.3530 KOps/s	$\color{#35bf28}+1.44\%$
test_contiguous[memmap_tensor0]	29.2450μs	1.9232μs	519.9714 KOps/s	524.6382 KOps/s	$\color{#d91a1a}-0.89\%$
test_stack[memmap_tensor0]	86.4720μs	5.5649μs	179.6963 KOps/s	179.5274 KOps/s	$\color{#35bf28}+0.09\%$
test_memmaptd_index	1.2202ms	0.3944ms	2.5353 KOps/s	2.4104 KOps/s	$\textbf{\color{#35bf28}+5.18\%}$
test_memmaptd_index_astensor	0.7410ms	0.4694ms	2.1303 KOps/s	2.0564 KOps/s	$\color{#35bf28}+3.59\%$
test_memmaptd_index_op	1.6128ms	0.9517ms	1.0508 KOps/s	1.0253 KOps/s	$\color{#35bf28}+2.48\%$
test_serialize_model	0.2143s	0.1292s	7.7381 Ops/s	8.3948 Ops/s	$\textbf{\color{#d91a1a}-7.82\%}$
test_serialize_model_pickle	0.4454s	0.3946s	2.5343 Ops/s	2.5505 Ops/s	$\color{#d91a1a}-0.63\%$
test_serialize_weights	0.1200s	0.1110s	9.0085 Ops/s	8.6954 Ops/s	$\color{#35bf28}+3.60\%$
test_serialize_weights_returnearly	0.1709s	0.1568s	6.3782 Ops/s	6.1699 Ops/s	$\color{#35bf28}+3.38\%$
test_serialize_weights_pickle	0.4572s	0.3931s	2.5439 Ops/s	2.2157 Ops/s	$\textbf{\color{#35bf28}+14.81\%}$
test_serialize_weights_filesystem	0.2221s	0.1508s	6.6292 Ops/s	6.4131 Ops/s	$\color{#35bf28}+3.37\%$
test_serialize_model_filesystem	0.1578s	0.1479s	6.7626 Ops/s	6.5518 Ops/s	$\color{#35bf28}+3.22\%$
test_reshape_pytree	80.7510μs	39.3263μs	25.4283 KOps/s	25.0662 KOps/s	$\color{#35bf28}+1.44\%$
test_reshape_td	95.1980μs	45.8802μs	21.7959 KOps/s	21.4300 KOps/s	$\color{#35bf28}+1.71\%$
test_view_pytree	88.9070μs	38.8748μs	25.7236 KOps/s	25.1099 KOps/s	$\color{#35bf28}+2.44\%$
test_view_td	0.2259ms	53.3767μs	18.7348 KOps/s	18.9467 KOps/s	$\color{#d91a1a}-1.12\%$
test_unbind_pytree	98.2240μs	36.5398μs	27.3674 KOps/s	28.0528 KOps/s	$\color{#d91a1a}-2.44\%$
test_unbind_td	0.3111ms	44.9698μs	22.2371 KOps/s	22.4887 KOps/s	$\color{#d91a1a}-1.12\%$
test_split_pytree	95.9680μs	38.2594μs	26.1374 KOps/s	26.4212 KOps/s	$\color{#d91a1a}-1.07\%$
test_split_td	0.4490ms	56.8541μs	17.5889 KOps/s	17.0556 KOps/s	$\color{#35bf28}+3.13\%$
test_add_pytree	0.1478ms	45.2303μs	22.1091 KOps/s	21.8483 KOps/s	$\color{#35bf28}+1.19\%$
test_add_td	0.1529ms	75.0754μs	13.3199 KOps/s	13.3919 KOps/s	$\color{#d91a1a}-0.54\%$
test_compile_add_one_nested[tensordict-compile]	0.1409ms	56.5410μs	17.6863 KOps/s	17.9998 KOps/s	$\color{#d91a1a}-1.74\%$
test_compile_add_one_nested[tensordict-eager]	0.3690ms	0.1735ms	5.7648 KOps/s	5.6878 KOps/s	$\color{#35bf28}+1.35\%$
test_compile_add_one_nested[pytree-compile]	0.1754ms	56.6892μs	17.6400 KOps/s	18.0095 KOps/s	$\color{#d91a1a}-2.05\%$
test_compile_add_one_nested[pytree-eager]	0.3375ms	0.1411ms	7.0892 KOps/s	6.9959 KOps/s	$\color{#35bf28}+1.33\%$
test_compile_copy_nested[tensordict-compile]	49.5330μs	21.2251μs	47.1141 KOps/s	48.1971 KOps/s	$\color{#d91a1a}-2.25\%$
test_compile_copy_nested[tensordict-eager]	0.1529ms	68.2354μs	14.6551 KOps/s	14.6576 KOps/s	$\color{#d91a1a}-0.02\%$
test_compile_copy_nested[pytree-compile]	0.1522ms	77.3846μs	12.9225 KOps/s	12.9935 KOps/s	$\color{#d91a1a}-0.55\%$
test_compile_copy_nested[pytree-eager]	0.1407ms	70.1505μs	14.2551 KOps/s	14.2634 KOps/s	$\color{#d91a1a}-0.06\%$
test_compile_add_one_flat[tensordict-compile]	0.3194ms	0.1738ms	5.7548 KOps/s	5.8389 KOps/s	$\color{#d91a1a}-1.44\%$
test_compile_add_one_flat[tensordict-eager]	0.3624ms	0.1873ms	5.3376 KOps/s	5.2144 KOps/s	$\color{#35bf28}+2.36\%$
test_compile_add_one_flat[tensorclass-compile]	92.3440μs	45.3314μs	22.0597 KOps/s	21.3321 KOps/s	$\color{#35bf28}+3.41\%$
test_compile_add_one_flat[tensorclass-eager]	0.1429ms	68.6043μs	14.5763 KOps/s	14.5541 KOps/s	$\color{#35bf28}+0.15\%$
test_compile_add_one_flat[pytree-compile]	0.2401ms	0.1757ms	5.6909 KOps/s	5.7842 KOps/s	$\color{#d91a1a}-1.61\%$
test_compile_add_one_flat[pytree-eager]	0.3804ms	0.2850ms	3.5082 KOps/s	3.4228 KOps/s	$\color{#35bf28}+2.49\%$
test_compile_add_self_flat[tensordict-eager]	0.4597ms	0.2008ms	4.9797 KOps/s	4.8375 KOps/s	$\color{#35bf28}+2.94\%$
test_compile_add_self_flat[tensordict-compile]	0.3389ms	0.1730ms	5.7796 KOps/s	5.7676 KOps/s	$\color{#35bf28}+0.21\%$
test_compile_add_self_flat[tensorclass-eager]	0.1420ms	62.4837μs	16.0042 KOps/s	16.0979 KOps/s	$\color{#d91a1a}-0.58\%$
test_compile_add_self_flat[tensorclass-compile]	0.1285ms	46.9721μs	21.2892 KOps/s	21.5313 KOps/s	$\color{#d91a1a}-1.12\%$
test_compile_add_self_flat[pytree-eager]	0.3135ms	0.2311ms	4.3273 KOps/s	4.2518 KOps/s	$\color{#35bf28}+1.78\%$
test_compile_add_self_flat[pytree-compile]	0.3188ms	0.1743ms	5.7376 KOps/s	5.7524 KOps/s	$\color{#d91a1a}-0.26\%$
test_compile_copy_flat[tensordict-compile]	0.2272ms	0.1046ms	9.5557 KOps/s	9.6890 KOps/s	$\color{#d91a1a}-1.38\%$
test_compile_copy_flat[tensordict-eager]	0.1225ms	58.7439μs	17.0230 KOps/s	17.3698 KOps/s	$\color{#d91a1a}-2.00\%$
test_compile_copy_flat[pytree-compile]	0.1706ms	79.9941μs	12.5009 KOps/s	12.6399 KOps/s	$\color{#d91a1a}-1.10\%$
test_compile_copy_flat[pytree-eager]	0.1392ms	70.3422μs	14.2162 KOps/s	14.2889 KOps/s	$\color{#d91a1a}-0.51\%$
test_compile_assign_and_add[tensordict-compile]	0.3864ms	0.1961ms	5.0988 KOps/s	5.1924 KOps/s	$\color{#d91a1a}-1.80\%$
test_compile_assign_and_add[tensordict-eager]	2.7559ms	1.6567ms	603.5985 Ops/s	608.5758 Ops/s	$\color{#d91a1a}-0.82\%$
test_compile_assign_and_add[pytree-compile]	0.2820ms	0.1925ms	5.1938 KOps/s	5.2115 KOps/s	$\color{#d91a1a}-0.34\%$
test_compile_assign_and_add[pytree-eager]	1.3263ms	1.0972ms	911.4026 Ops/s	916.6134 Ops/s	$\color{#d91a1a}-0.57\%$
test_compile_assign_and_add_stack[compile]	0.7336ms	0.4126ms	2.4238 KOps/s	2.4123 KOps/s	$\color{#35bf28}+0.48\%$
test_compile_assign_and_add_stack[eager]	3.9482ms	3.5684ms	280.2353 Ops/s	279.1129 Ops/s	$\color{#35bf28}+0.40\%$
test_compile_indexing[tensor-tensordict-compile]	90.6500μs	32.7299μs	30.5531 KOps/s	29.6891 KOps/s	$\color{#35bf28}+2.91\%$
test_compile_indexing[tensor-tensordict-eager]	0.8593ms	47.3147μs	21.1351 KOps/s	20.6177 KOps/s	$\color{#35bf28}+2.51\%$
test_compile_indexing[tensor-tensorclass-compile]	67.5160μs	28.3319μs	35.2959 KOps/s	33.1085 KOps/s	$\textbf{\color{#35bf28}+6.61\%}$
test_compile_indexing[tensor-tensorclass-eager]	80.1000μs	29.6884μs	33.6831 KOps/s	33.9617 KOps/s	$\color{#d91a1a}-0.82\%$
test_compile_indexing[tensor-pytree-compile]	73.8780μs	28.3346μs	35.2926 KOps/s	33.0056 KOps/s	$\textbf{\color{#35bf28}+6.93\%}$
test_compile_indexing[tensor-pytree-eager]	69.1690μs	29.5366μs	33.8563 KOps/s	34.4046 KOps/s	$\color{#d91a1a}-1.59\%$
test_compile_indexing[slice-tensordict-compile]	0.1568ms	71.4301μs	13.9997 KOps/s	13.8370 KOps/s	$\color{#35bf28}+1.18\%$
test_compile_indexing[slice-tensordict-eager]	0.4469ms	27.4353μs	36.4494 KOps/s	35.7960 KOps/s	$\color{#35bf28}+1.83\%$
test_compile_indexing[slice-tensorclass-compile]	0.1493ms	67.1019μs	14.9027 KOps/s	14.5615 KOps/s	$\color{#35bf28}+2.34\%$
test_compile_indexing[slice-tensorclass-eager]	78.6970μs	23.4253μs	42.6889 KOps/s	42.6403 KOps/s	$\color{#35bf28}+0.11\%$
test_compile_indexing[slice-pytree-compile]	0.1499ms	66.3119μs	15.0803 KOps/s	14.8020 KOps/s	$\color{#35bf28}+1.88\%$
test_compile_indexing[slice-pytree-eager]	78.6970μs	23.6530μs	42.2779 KOps/s	42.8773 KOps/s	$\color{#d91a1a}-1.40\%$
test_compile_indexing[int-tensordict-compile]	0.1104ms	70.5792μs	14.1685 KOps/s	13.7822 KOps/s	$\color{#35bf28}+2.80\%$
test_compile_indexing[int-tensordict-eager]	0.8396ms	26.7017μs	37.4508 KOps/s	36.0477 KOps/s	$\color{#35bf28}+3.89\%$
test_compile_indexing[int-tensorclass-compile]	0.1597ms	66.7682μs	14.9772 KOps/s	14.6249 KOps/s	$\color{#35bf28}+2.41\%$
test_compile_indexing[int-tensorclass-eager]	64.2000μs	23.2922μs	42.9328 KOps/s	43.6519 KOps/s	$\color{#d91a1a}-1.65\%$
test_compile_indexing[int-pytree-compile]	0.1651ms	65.7666μs	15.2053 KOps/s	14.7707 KOps/s	$\color{#35bf28}+2.94\%$
test_compile_indexing[int-pytree-eager]	59.1710μs	23.0952μs	43.2990 KOps/s	43.3399 KOps/s	$\color{#d91a1a}-0.09\%$
test_mod_add[eager]	59.2310μs	23.3473μs	42.8314 KOps/s	41.8968 KOps/s	$\color{#35bf28}+2.23\%$
test_mod_add[compile]	83.9970μs	37.7505μs	26.4897 KOps/s	25.6303 KOps/s	$\color{#35bf28}+3.35\%$
test_mod_add[compile-overhead]	84.2080μs	37.9909μs	26.3221 KOps/s	25.2594 KOps/s	$\color{#35bf28}+4.21\%$
test_mod_wrap[eager]	0.4255ms	0.1997ms	5.0078 KOps/s	4.9588 KOps/s	$\color{#35bf28}+0.99\%$
test_mod_wrap[compile]	0.4287ms	0.2298ms	4.3514 KOps/s	4.3427 KOps/s	$\color{#35bf28}+0.20\%$
test_mod_wrap[compile-overhead]	0.4326ms	0.2258ms	4.4296 KOps/s	4.4071 KOps/s	$\color{#35bf28}+0.51\%$
test_mod_wrap_and_backward[eager]	12.0379ms	10.5252ms	95.0100 Ops/s	91.8074 Ops/s	$\color{#35bf28}+3.49\%$
test_mod_wrap_and_backward[compile]	12.5134ms	10.7037ms	93.4253 Ops/s	85.4859 Ops/s	$\textbf{\color{#35bf28}+9.29\%}$
test_mod_wrap_and_backward[compile-overhead]	12.2436ms	10.9116ms	91.6454 Ops/s	85.3843 Ops/s	$\textbf{\color{#35bf28}+7.33\%}$
test_seq_add[eager]	0.2770ms	89.0602μs	11.2284 KOps/s	11.6980 KOps/s	$\color{#d91a1a}-4.01\%$
test_seq_add[compile]	0.1240ms	63.7468μs	15.6871 KOps/s	15.6001 KOps/s	$\color{#35bf28}+0.56\%$
test_seq_add[compile-overhead]	0.1079ms	61.7211μs	16.2019 KOps/s	15.7720 KOps/s	$\color{#35bf28}+2.73\%$
test_seq_wrap[eager]	0.5085ms	0.3663ms	2.7300 KOps/s	2.7759 KOps/s	$\color{#d91a1a}-1.65\%$
test_seq_wrap[compile]	0.8926ms	0.2619ms	3.8190 KOps/s	3.7634 KOps/s	$\color{#35bf28}+1.48\%$
test_seq_wrap[compile-overhead]	1.0321ms	0.2726ms	3.6685 KOps/s	3.7266 KOps/s	$\color{#d91a1a}-1.56\%$
test_func_call_runtime[False-eager]	0.6628ms	0.5095ms	1.9627 KOps/s	1.9623 KOps/s	$\color{#35bf28}+0.02\%$
test_func_call_runtime[False-compile]	1.0399ms	0.4997ms	2.0014 KOps/s	2.0279 KOps/s	$\color{#d91a1a}-1.31\%$
test_func_call_runtime[False-compile-overhead]	1.0299ms	0.4945ms	2.0223 KOps/s	2.0289 KOps/s	$\color{#d91a1a}-0.33\%$
test_func_call_runtime[True-eager]	1.2551ms	0.7325ms	1.3651 KOps/s	1.3833 KOps/s	$\color{#d91a1a}-1.31\%$
test_func_call_runtime[True-compile]	0.6544ms	0.5038ms	1.9849 KOps/s	1.9591 KOps/s	$\color{#35bf28}+1.32\%$
test_func_call_runtime[True-compile-overhead]	0.7126ms	0.5000ms	2.0000 KOps/s	1.9578 KOps/s	$\color{#35bf28}+2.15\%$
test_func_call_cm_runtime[False-eager]	0.6285ms	0.5039ms	1.9846 KOps/s	1.9990 KOps/s	$\color{#d91a1a}-0.72\%$
test_func_call_cm_runtime[False-compile]	0.6412ms	0.4944ms	2.0225 KOps/s	2.0232 KOps/s	$\color{#d91a1a}-0.03\%$
test_func_call_cm_runtime[False-compile-overhead]	0.6065ms	0.4900ms	2.0409 KOps/s	2.0260 KOps/s	$\color{#35bf28}+0.73\%$
test_func_call_cm_runtime[True-eager]	1.3381ms	0.8533ms	1.1719 KOps/s	1.1787 KOps/s	$\color{#d91a1a}-0.57\%$
test_func_call_cm_runtime[True-compile]	0.8334ms	0.7142ms	1.4001 KOps/s	1.3794 KOps/s	$\color{#35bf28}+1.50\%$
test_func_call_cm_runtime[True-compile-overhead]	1.2278ms	0.7156ms	1.3974 KOps/s	1.3781 KOps/s	$\color{#35bf28}+1.40\%$
test_vmap_func_call_cm_runtime[eager]	2.3046ms	1.8289ms	546.7767 Ops/s	530.6623 Ops/s	$\color{#35bf28}+3.04\%$
test_vmap_func_call_cm_runtime[compile]	2.5831ms	1.8951ms	527.6819 Ops/s	527.2431 Ops/s	$\color{#35bf28}+0.08\%$
test_vmap_func_call_cm_runtime[compile-overhead]	2.6141ms	1.8963ms	527.3560 Ops/s	524.5766 Ops/s	$\color{#35bf28}+0.53\%$
test_distributed	0.2264ms	0.1241ms	8.0595 KOps/s	7.8874 KOps/s	$\color{#35bf28}+2.18\%$
test_tdmodule	51.3860μs	17.0582μs	58.6227 KOps/s	61.4856 KOps/s	$\color{#d91a1a}-4.66\%$
test_tdmodule_dispatch	61.7560μs	33.1406μs	30.1745 KOps/s	31.3697 KOps/s	$\color{#d91a1a}-3.81\%$
test_tdseq	35.5270μs	18.6097μs	53.7355 KOps/s	53.3325 KOps/s	$\color{#35bf28}+0.76\%$
test_tdseq_dispatch	70.3820μs	38.4542μs	26.0049 KOps/s	26.6291 KOps/s	$\color{#d91a1a}-2.34\%$
test_instantiation_functorch	1.8847ms	1.5583ms	641.7099 Ops/s	632.1417 Ops/s	$\color{#35bf28}+1.51\%$
test_instantiation_td	1.9738ms	1.1664ms	857.3707 Ops/s	852.4408 Ops/s	$\color{#35bf28}+0.58\%$
test_exec_functorch	0.3400ms	0.1814ms	5.5142 KOps/s	5.4546 KOps/s	$\color{#35bf28}+1.09\%$
test_exec_functional_call	0.3517ms	0.1679ms	5.9552 KOps/s	5.8011 KOps/s	$\color{#35bf28}+2.66\%$
test_exec_td	0.2493ms	0.1625ms	6.1523 KOps/s	5.9146 KOps/s	$\color{#35bf28}+4.02\%$
test_exec_td_decorator	1.1959ms	0.2190ms	4.5668 KOps/s	4.4069 KOps/s	$\color{#35bf28}+3.63\%$
test_vmap_mlp_speed[True-True]	0.9524ms	0.6367ms	1.5707 KOps/s	1.5805 KOps/s	$\color{#d91a1a}-0.62\%$
test_vmap_mlp_speed[True-False]	0.7631ms	0.6351ms	1.5746 KOps/s	1.5891 KOps/s	$\color{#d91a1a}-0.92\%$
test_vmap_mlp_speed[False-True]	0.7866ms	0.4964ms	2.0144 KOps/s	2.0454 KOps/s	$\color{#d91a1a}-1.51\%$
test_vmap_mlp_speed[False-False]	0.6551ms	0.4961ms	2.0157 KOps/s	2.0360 KOps/s	$\color{#d91a1a}-1.00\%$
test_vmap_mlp_speed_decorator[True-True]	0.9447ms	0.6187ms	1.6164 KOps/s	1.6328 KOps/s	$\color{#d91a1a}-1.00\%$
test_vmap_mlp_speed_decorator[True-False]	0.9460ms	0.6194ms	1.6144 KOps/s	1.6307 KOps/s	$\color{#d91a1a}-1.00\%$
test_vmap_mlp_speed_decorator[False-True]	0.7529ms	0.5104ms	1.9591 KOps/s	1.9527 KOps/s	$\color{#35bf28}+0.33\%$
test_vmap_mlp_speed_decorator[False-False]	0.9084ms	0.5111ms	1.9564 KOps/s	1.9457 KOps/s	$\color{#35bf28}+0.55\%$
test_to_module_speed[True]	2.1121ms	1.3149ms	760.4871 Ops/s	764.8971 Ops/s	$\color{#d91a1a}-0.58\%$
test_to_module_speed[False]	1.7615ms	1.2772ms	782.9395 Ops/s	789.1886 Ops/s	$\color{#d91a1a}-0.79\%$
test_tc_init	86.7730μs	42.4159μs	23.5761 KOps/s	23.4115 KOps/s	$\color{#35bf28}+0.70\%$
test_tc_init_nested	0.1412ms	83.7362μs	11.9423 KOps/s	11.9400 KOps/s	$\color{#35bf28}+0.02\%$
test_tc_first_layer_tensor	22.0810μs	1.5527μs	644.0411 KOps/s	654.4185 KOps/s	$\color{#d91a1a}-1.59\%$
test_tc_first_layer_nontensor	43.6240μs	4.8070μs	208.0286 KOps/s	213.8229 KOps/s	$\color{#d91a1a}-2.71\%$
test_tc_second_layer_tensor	18.2940μs	2.8405μs	352.0521 KOps/s	357.7640 KOps/s	$\color{#d91a1a}-1.60\%$
test_tc_second_layer_nontensor	27.8620μs	6.1170μs	163.4795 KOps/s	164.7317 KOps/s	$\color{#d91a1a}-0.76\%$
test_unbind	0.4556s	12.9038ms	77.4968 Ops/s	74.7872 Ops/s	$\color{#35bf28}+3.62\%$
test_full_like	7.2921ms	6.6309ms	150.8080 Ops/s	149.9393 Ops/s	$\color{#35bf28}+0.58\%$
test_zeros_like	3.0221ms	2.5540ms	391.5362 Ops/s	389.3320 Ops/s	$\color{#35bf28}+0.57\%$
test_ones_like	3.3844ms	2.9978ms	333.5791 Ops/s	168.5809 Ops/s	$\textbf{\color{#35bf28}+97.87\%}$
test_clone	4.8706ms	4.5754ms	218.5613 Ops/s	131.2008 Ops/s	$\textbf{\color{#35bf28}+66.59\%}$
test_squeeze	55.7240μs	12.1286μs	82.4499 KOps/s	77.7010 KOps/s	$\textbf{\color{#35bf28}+6.11\%}$
test_unsqueeze	0.3330ms	92.9762μs	10.7554 KOps/s	10.8731 KOps/s	$\color{#d91a1a}-1.08\%$
test_split	0.3358ms	0.1978ms	5.0551 KOps/s	5.1661 KOps/s	$\color{#d91a1a}-2.15\%$
test_permute	0.3238ms	0.2193ms	4.5593 KOps/s	4.4049 KOps/s	$\color{#35bf28}+3.51\%$
test_stack	31.4845ms	24.0275ms	41.6190 Ops/s	42.1654 Ops/s	$\color{#d91a1a}-1.30\%$
test_cat	27.3639ms	23.2931ms	42.9313 Ops/s	42.5671 Ops/s	$\color{#35bf28}+0.86\%$

[github-actions]

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

Total Benchmarks: 228. Improved: $\large\color{#35bf28}40$. Worsened: $\large\color{#d91a1a}10$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	63.4810μs	13.6069μs	73.4923 KOps/s	70.2448 KOps/s	$\color{#35bf28}+4.62\%$
test_plain_set_stack_nested	32.1310μs	13.5377μs	73.8677 KOps/s	69.7560 KOps/s	$\textbf{\color{#35bf28}+5.89\%}$
test_plain_set_nested_inplace	0.1128ms	14.4472μs	69.2175 KOps/s	66.1771 KOps/s	$\color{#35bf28}+4.59\%$
test_plain_set_stack_nested_inplace	44.0410μs	14.6430μs	68.2919 KOps/s	66.5036 KOps/s	$\color{#35bf28}+2.69\%$
test_items	29.1810μs	2.8601μs	349.6383 KOps/s	343.1253 KOps/s	$\color{#35bf28}+1.90\%$
test_items_nested	0.3551ms	0.3246ms	3.0811 KOps/s	3.0928 KOps/s	$\color{#d91a1a}-0.38\%$
test_items_nested_locked	0.3821ms	0.3293ms	3.0363 KOps/s	3.0408 KOps/s	$\color{#d91a1a}-0.15\%$
test_items_nested_leaf	80.4520μs	55.5719μs	17.9947 KOps/s	17.8360 KOps/s	$\color{#35bf28}+0.89\%$
test_items_stack_nested	0.3962ms	0.3322ms	3.0100 KOps/s	3.0721 KOps/s	$\color{#d91a1a}-2.02\%$
test_items_stack_nested_leaf	81.9820μs	57.3410μs	17.4395 KOps/s	17.5510 KOps/s	$\color{#d91a1a}-0.63\%$
test_items_stack_nested_locked	0.3668ms	0.3320ms	3.0122 KOps/s	3.0679 KOps/s	$\color{#d91a1a}-1.82\%$
test_keys	25.7300μs	3.4233μs	292.1190 KOps/s	284.1720 KOps/s	$\color{#35bf28}+2.80\%$
test_keys_nested	0.1171ms	54.3453μs	18.4008 KOps/s	18.2843 KOps/s	$\color{#35bf28}+0.64\%$
test_keys_nested_locked	2.6080ms	61.4813μs	16.2651 KOps/s	15.9159 KOps/s	$\color{#35bf28}+2.19\%$
test_keys_nested_leaf	80.6820μs	46.8799μs	21.3311 KOps/s	21.6996 KOps/s	$\color{#d91a1a}-1.70\%$
test_keys_stack_nested	87.1020μs	56.6573μs	17.6500 KOps/s	17.5877 KOps/s	$\color{#35bf28}+0.35\%$
test_keys_stack_nested_leaf	84.9810μs	48.2717μs	20.7161 KOps/s	20.8006 KOps/s	$\color{#d91a1a}-0.41\%$
test_keys_stack_nested_locked	92.2520μs	61.8315μs	16.1730 KOps/s	16.1054 KOps/s	$\color{#35bf28}+0.42\%$
test_values	4.7052μs	0.8381μs	1.1931 MOps/s	1.1987 MOps/s	$\color{#d91a1a}-0.47\%$
test_values_nested	68.4420μs	40.9814μs	24.4013 KOps/s	24.5043 KOps/s	$\color{#d91a1a}-0.42\%$
test_values_nested_locked	68.1220μs	42.7624μs	23.3850 KOps/s	23.3332 KOps/s	$\color{#35bf28}+0.22\%$
test_values_nested_leaf	62.0410μs	35.7046μs	28.0076 KOps/s	28.2980 KOps/s	$\color{#d91a1a}-1.03\%$
test_values_stack_nested	72.5320μs	41.8599μs	23.8892 KOps/s	24.1756 KOps/s	$\color{#d91a1a}-1.18\%$
test_values_stack_nested_leaf	66.0410μs	36.0934μs	27.7059 KOps/s	27.9969 KOps/s	$\color{#d91a1a}-1.04\%$
test_values_stack_nested_locked	85.2520μs	43.5607μs	22.9565 KOps/s	22.9152 KOps/s	$\color{#35bf28}+0.18\%$
test_membership	1.6596μs	0.5041μs	1.9839 MOps/s	2.0047 MOps/s	$\color{#d91a1a}-1.04\%$
test_membership_nested	13.4250μs	1.9033μs	525.4054 KOps/s	506.7147 KOps/s	$\color{#35bf28}+3.69\%$
test_membership_nested_leaf	11.8637μs	1.8635μs	536.6326 KOps/s	524.5538 KOps/s	$\color{#35bf28}+2.30\%$
test_membership_stacked_nested	28.1110μs	2.0147μs	496.3441 KOps/s	513.3812 KOps/s	$\color{#d91a1a}-3.32\%$
test_membership_stacked_nested_leaf	18.2100μs	1.9966μs	500.8398 KOps/s	516.6043 KOps/s	$\color{#d91a1a}-3.05\%$
test_membership_nested_last	38.7810μs	2.8376μs	352.4159 KOps/s	362.6859 KOps/s	$\color{#d91a1a}-2.83\%$
test_membership_nested_leaf_last	29.5910μs	2.8220μs	354.3606 KOps/s	314.5672 KOps/s	$\textbf{\color{#35bf28}+12.65\%}$
test_membership_stacked_nested_last	38.7510μs	3.4408μs	290.6321 KOps/s	311.2717 KOps/s	$\textbf{\color{#d91a1a}-6.63\%}$
test_membership_stacked_nested_leaf_last	29.8110μs	3.4502μs	289.8402 KOps/s	301.2950 KOps/s	$\color{#d91a1a}-3.80\%$
test_nested_getleaf	41.2510μs	6.0454μs	165.4148 KOps/s	165.9031 KOps/s	$\color{#d91a1a}-0.29\%$
test_nested_get	43.1110μs	5.7012μs	175.4005 KOps/s	178.0945 KOps/s	$\color{#d91a1a}-1.51\%$
test_stacked_getleaf	37.7600μs	6.0526μs	165.2183 KOps/s	165.2471 KOps/s	$\color{#d91a1a}-0.02\%$
test_stacked_get	35.3610μs	5.6267μs	177.7232 KOps/s	177.5370 KOps/s	$\color{#35bf28}+0.10\%$
test_nested_getitemleaf	41.8710μs	6.1384μs	162.9098 KOps/s	163.4747 KOps/s	$\color{#d91a1a}-0.35\%$
test_nested_getitem	29.8710μs	5.7292μs	174.5441 KOps/s	173.9660 KOps/s	$\color{#35bf28}+0.33\%$
test_stacked_getitemleaf	53.3710μs	6.0818μs	164.4237 KOps/s	164.0957 KOps/s	$\color{#35bf28}+0.20\%$
test_stacked_getitem	32.4910μs	5.6764μs	176.1676 KOps/s	175.4009 KOps/s	$\color{#35bf28}+0.44\%$
test_lock_nested	5.1956ms	0.4272ms	2.3406 KOps/s	2.3333 KOps/s	$\color{#35bf28}+0.31\%$
test_lock_stack_nested	0.4315ms	0.3826ms	2.6136 KOps/s	2.5613 KOps/s	$\color{#35bf28}+2.04\%$
test_unlock_nested	0.7688ms	0.3634ms	2.7518 KOps/s	2.7083 KOps/s	$\color{#35bf28}+1.61\%$
test_unlock_stack_nested	0.3820ms	0.3222ms	3.1040 KOps/s	2.9884 KOps/s	$\color{#35bf28}+3.87\%$
test_flatten_speed	0.1463ms	68.7798μs	14.5392 KOps/s	14.3412 KOps/s	$\color{#35bf28}+1.38\%$
test_unflatten_speed	0.3887ms	0.2816ms	3.5509 KOps/s	3.3793 KOps/s	$\textbf{\color{#35bf28}+5.08\%}$
test_common_ops	1.6138ms	1.3334ms	749.9532 Ops/s	797.2723 Ops/s	$\textbf{\color{#d91a1a}-5.94\%}$
test_creation	18.4300μs	1.4519μs	688.7613 KOps/s	664.4970 KOps/s	$\color{#35bf28}+3.65\%$
test_creation_empty	44.2210μs	15.1836μs	65.8607 KOps/s	61.2116 KOps/s	$\textbf{\color{#35bf28}+7.60\%}$
test_creation_nested_1	51.5910μs	16.7571μs	59.6762 KOps/s	56.2776 KOps/s	$\textbf{\color{#35bf28}+6.04\%}$
test_creation_nested_2	57.4110μs	20.8856μs	47.8799 KOps/s	46.4192 KOps/s	$\color{#35bf28}+3.15\%$
test_clone	67.9520μs	31.0819μs	32.1731 KOps/s	31.4847 KOps/s	$\color{#35bf28}+2.19\%$
test_getitem[int]	1.4574ms	18.4070μs	54.3270 KOps/s	61.1068 KOps/s	$\textbf{\color{#d91a1a}-11.09\%}$
test_getitem[slice_int]	0.1249ms	31.5412μs	31.7046 KOps/s	33.5998 KOps/s	$\textbf{\color{#d91a1a}-5.64\%}$
test_getitem[range]	0.1544ms	0.1087ms	9.2020 KOps/s	9.1263 KOps/s	$\color{#35bf28}+0.83\%$
test_getitem[tuple]	0.1233ms	24.4409μs	40.9150 KOps/s	36.5954 KOps/s	$\textbf{\color{#35bf28}+11.80\%}$
test_getitem[list]	0.1959ms	98.6328μs	10.1386 KOps/s	9.3388 KOps/s	$\textbf{\color{#35bf28}+8.56\%}$
test_setitem_dim[int]	66.6010μs	45.1856μs	22.1309 KOps/s	19.6865 KOps/s	$\textbf{\color{#35bf28}+12.42\%}$
test_setitem_dim[slice_int]	0.1010ms	67.9331μs	14.7204 KOps/s	13.4207 KOps/s	$\textbf{\color{#35bf28}+9.68\%}$
test_setitem_dim[range]	0.1950ms	0.1271ms	7.8705 KOps/s	7.3444 KOps/s	$\textbf{\color{#35bf28}+7.16\%}$
test_setitem_dim[tuple]	87.8240μs	61.5529μs	16.2462 KOps/s	14.8651 KOps/s	$\textbf{\color{#35bf28}+9.29\%}$
test_setitem	78.2630μs	41.5912μs	24.0436 KOps/s	21.6002 KOps/s	$\textbf{\color{#35bf28}+11.31\%}$
test_set	75.0730μs	40.6988μs	24.5708 KOps/s	22.1352 KOps/s	$\textbf{\color{#35bf28}+11.00\%}$
test_set_shared	0.3829ms	52.4528μs	19.0648 KOps/s	17.9363 KOps/s	$\textbf{\color{#35bf28}+6.29\%}$
test_update	0.1076ms	54.0112μs	18.5147 KOps/s	17.9205 KOps/s	$\color{#35bf28}+3.32\%$
test_update_nested	0.1571ms	57.1210μs	17.5067 KOps/s	15.7238 KOps/s	$\textbf{\color{#35bf28}+11.34\%}$
test_update__nested	0.1158ms	59.3361μs	16.8531 KOps/s	15.2228 KOps/s	$\textbf{\color{#35bf28}+10.71\%}$
test_set_nested	78.8720μs	43.6407μs	22.9144 KOps/s	20.4984 KOps/s	$\textbf{\color{#35bf28}+11.79\%}$
test_set_nested_new	88.4920μs	46.5405μs	21.4866 KOps/s	19.3727 KOps/s	$\textbf{\color{#35bf28}+10.91\%}$
test_select	0.1033ms	59.4258μs	16.8277 KOps/s	14.9308 KOps/s	$\textbf{\color{#35bf28}+12.70\%}$
test_select_nested	0.6090ms	42.0140μs	23.8016 KOps/s	22.3762 KOps/s	$\textbf{\color{#35bf28}+6.37\%}$
test_exclude_nested	99.9820μs	58.2719μs	17.1609 KOps/s	15.5798 KOps/s	$\textbf{\color{#35bf28}+10.15\%}$
test_empty[True]	0.3073ms	0.2425ms	4.1239 KOps/s	4.0105 KOps/s	$\color{#35bf28}+2.83\%$
test_empty[False]	3.7971μs	0.7491μs	1.3349 MOps/s	1.3294 MOps/s	$\color{#35bf28}+0.41\%$
test_to	57.0810μs	24.4862μs	40.8393 KOps/s	41.4734 KOps/s	$\color{#d91a1a}-1.53\%$
test_to_nonblocking	59.4610μs	23.3414μs	42.8423 KOps/s	43.6929 KOps/s	$\color{#d91a1a}-1.95\%$
test_unbind_speed	0.3401ms	0.2858ms	3.4991 KOps/s	3.5277 KOps/s	$\color{#d91a1a}-0.81\%$
test_unbind_speed_stack0	0.3212ms	0.2798ms	3.5744 KOps/s	3.5250 KOps/s	$\color{#35bf28}+1.40\%$
test_unbind_speed_stack1	99.1894ms	0.7058ms	1.4167 KOps/s	1.3664 KOps/s	$\color{#35bf28}+3.69\%$
test_split	99.7283ms	2.2255ms	449.3361 Ops/s	444.8484 Ops/s	$\color{#35bf28}+1.01\%$
test_chunk	0.1004s	2.2185ms	450.7456 Ops/s	445.0396 Ops/s	$\color{#35bf28}+1.28\%$
test_creation[device0]	0.3564ms	0.1309ms	7.6371 KOps/s	7.4881 KOps/s	$\color{#35bf28}+1.99\%$
test_creation_from_tensor	0.3435ms	0.1335ms	7.4902 KOps/s	7.3920 KOps/s	$\color{#35bf28}+1.33\%$
test_add_one[memmap_tensor0]	0.1805ms	10.0853μs	99.1543 KOps/s	100.0849 KOps/s	$\color{#d91a1a}-0.93\%$
test_contiguous[memmap_tensor0]	23.8610μs	2.2060μs	453.3013 KOps/s	451.2061 KOps/s	$\color{#35bf28}+0.46\%$
test_stack[memmap_tensor0]	36.7810μs	6.9770μs	143.3286 KOps/s	144.9345 KOps/s	$\color{#d91a1a}-1.11\%$
test_memmaptd_index	1.2358ms	0.4344ms	2.3018 KOps/s	2.2000 KOps/s	$\color{#35bf28}+4.63\%$
test_memmaptd_index_astensor	0.9952ms	0.4960ms	2.0161 KOps/s	1.9734 KOps/s	$\color{#35bf28}+2.16\%$
test_memmaptd_index_op	1.4454ms	1.0357ms	965.5028 Ops/s	889.9751 Ops/s	$\textbf{\color{#35bf28}+8.49\%}$
test_serialize_model	0.1311s	0.1294s	7.7258 Ops/s	7.6981 Ops/s	$\color{#35bf28}+0.36\%$
test_serialize_model_pickle	1.3499s	1.2132s	0.8243 Ops/s	0.8245 Ops/s	$\color{#d91a1a}-0.03\%$
test_serialize_weights	0.2292s	0.1431s	6.9886 Ops/s	7.7680 Ops/s	$\textbf{\color{#d91a1a}-10.03\%}$
test_serialize_weights_returnearly	0.2315s	58.3685ms	17.1325 Ops/s	18.6339 Ops/s	$\textbf{\color{#d91a1a}-8.06\%}$
test_serialize_weights_pickle	1.3716s	1.2168s	0.8218 Ops/s	0.8242 Ops/s	$\color{#d91a1a}-0.30\%$
test_reshape_pytree	73.1010μs	36.5332μs	27.3724 KOps/s	28.2297 KOps/s	$\color{#d91a1a}-3.04\%$
test_reshape_td	86.8720μs	42.0578μs	23.7768 KOps/s	22.9123 KOps/s	$\color{#35bf28}+3.77\%$
test_view_pytree	77.3920μs	36.2243μs	27.6058 KOps/s	27.6801 KOps/s	$\color{#d91a1a}-0.27\%$
test_view_td	87.8420μs	47.5227μs	21.0426 KOps/s	21.1736 KOps/s	$\color{#d91a1a}-0.62\%$
test_unbind_pytree	63.7320μs	35.1401μs	28.4575 KOps/s	28.4231 KOps/s	$\color{#35bf28}+0.12\%$
test_unbind_td	0.4699ms	44.0386μs	22.7073 KOps/s	22.4522 KOps/s	$\color{#35bf28}+1.14\%$
test_split_pytree	83.3320μs	46.5235μs	21.4945 KOps/s	20.6429 KOps/s	$\color{#35bf28}+4.13\%$
test_split_td	0.6756ms	56.1837μs	17.7988 KOps/s	15.6637 KOps/s	$\textbf{\color{#35bf28}+13.63\%}$
test_add_pytree	0.1010ms	58.0567μs	17.2245 KOps/s	16.0947 KOps/s	$\textbf{\color{#35bf28}+7.02\%}$
test_add_td	0.1547ms	93.4809μs	10.6974 KOps/s	9.8770 KOps/s	$\textbf{\color{#35bf28}+8.31\%}$
test_compile_add_one_nested[tensordict-compile]	0.4186ms	0.2104ms	4.7520 KOps/s	4.7316 KOps/s	$\color{#35bf28}+0.43\%$
test_compile_add_one_nested[tensordict-eager]	0.2632ms	0.1496ms	6.6846 KOps/s	6.6750 KOps/s	$\color{#35bf28}+0.15\%$
test_compile_add_one_nested[pytree-compile]	0.2303ms	0.1444ms	6.9269 KOps/s	6.6636 KOps/s	$\color{#35bf28}+3.95\%$
test_compile_add_one_nested[pytree-eager]	0.2801ms	0.1847ms	5.4130 KOps/s	5.1327 KOps/s	$\textbf{\color{#35bf28}+5.46\%}$
test_compile_copy_nested[tensordict-compile]	55.5110μs	21.5953μs	46.3063 KOps/s	47.9459 KOps/s	$\color{#d91a1a}-3.42\%$
test_compile_copy_nested[tensordict-eager]	0.1015ms	43.4793μs	22.9995 KOps/s	22.9800 KOps/s	$\color{#35bf28}+0.08\%$
test_compile_copy_nested[pytree-compile]	0.2379ms	64.8000μs	15.4321 KOps/s	15.3771 KOps/s	$\color{#35bf28}+0.36\%$
test_compile_copy_nested[pytree-eager]	80.4920μs	49.5476μs	20.1826 KOps/s	20.1570 KOps/s	$\color{#35bf28}+0.13\%$
test_compile_add_one_flat[tensordict-compile]	0.3671ms	0.3178ms	3.1465 KOps/s	3.0821 KOps/s	$\color{#35bf28}+2.09\%$
test_compile_add_one_flat[tensordict-eager]	0.3047ms	0.2068ms	4.8365 KOps/s	4.8600 KOps/s	$\color{#d91a1a}-0.48\%$
test_compile_add_one_flat[tensorclass-compile]	0.1727ms	0.1269ms	7.8779 KOps/s	7.5766 KOps/s	$\color{#35bf28}+3.98\%$
test_compile_add_one_flat[tensorclass-eager]	0.1020ms	59.6026μs	16.7778 KOps/s	16.2057 KOps/s	$\color{#35bf28}+3.53\%$
test_compile_add_one_flat[pytree-compile]	0.4018ms	0.3190ms	3.1349 KOps/s	3.1142 KOps/s	$\color{#35bf28}+0.66\%$
test_compile_add_one_flat[pytree-eager]	0.6803ms	0.6342ms	1.5767 KOps/s	1.6294 KOps/s	$\color{#d91a1a}-3.24\%$
test_compile_add_self_flat[tensordict-eager]	0.2985ms	0.2470ms	4.0487 KOps/s	4.0625 KOps/s	$\color{#d91a1a}-0.34\%$
test_compile_add_self_flat[tensordict-compile]	0.3792ms	0.3171ms	3.1538 KOps/s	3.0949 KOps/s	$\color{#35bf28}+1.90\%$
test_compile_add_self_flat[tensorclass-eager]	0.1187ms	70.6753μs	14.1492 KOps/s	13.4423 KOps/s	$\textbf{\color{#35bf28}+5.26\%}$
test_compile_add_self_flat[tensorclass-compile]	0.1795ms	0.1272ms	7.8630 KOps/s	7.5168 KOps/s	$\color{#35bf28}+4.61\%$
test_compile_add_self_flat[pytree-eager]	0.6077ms	0.5380ms	1.8587 KOps/s	1.8993 KOps/s	$\color{#d91a1a}-2.14\%$
test_compile_add_self_flat[pytree-compile]	0.3617ms	0.3189ms	3.1358 KOps/s	3.1076 KOps/s	$\color{#35bf28}+0.91\%$
test_compile_copy_flat[tensordict-compile]	86.7420μs	18.0177μs	55.5010 KOps/s	55.1424 KOps/s	$\color{#35bf28}+0.65\%$
test_compile_copy_flat[tensordict-eager]	59.3020μs	27.2419μs	36.7081 KOps/s	36.8327 KOps/s	$\color{#d91a1a}-0.34\%$
test_compile_copy_flat[pytree-compile]	0.1033ms	69.0248μs	14.4876 KOps/s	14.0632 KOps/s	$\color{#35bf28}+3.02\%$
test_compile_copy_flat[pytree-eager]	81.7420μs	51.0322μs	19.5955 KOps/s	19.4354 KOps/s	$\color{#35bf28}+0.82\%$
test_compile_assign_and_add[tensordict-compile]	2.3971ms	0.8356ms	1.1967 KOps/s	1.1048 KOps/s	$\textbf{\color{#35bf28}+8.31\%}$
test_compile_assign_and_add[tensordict-eager]	3.5001ms	3.2403ms	308.6087 Ops/s	315.1045 Ops/s	$\color{#d91a1a}-2.06\%$
test_compile_assign_and_add[pytree-compile]	2.3374ms	0.8190ms	1.2210 KOps/s	1.1184 KOps/s	$\textbf{\color{#35bf28}+9.18\%}$
test_compile_assign_and_add[pytree-eager]	3.5223ms	3.3026ms	302.7905 Ops/s	313.6156 Ops/s	$\color{#d91a1a}-3.45\%$
test_compile_indexing[tensor-tensordict-compile]	0.1595ms	0.1096ms	9.1273 KOps/s	9.0734 KOps/s	$\color{#35bf28}+0.59\%$
test_compile_indexing[tensor-tensordict-eager]	0.1931ms	64.3140μs	15.5487 KOps/s	15.9324 KOps/s	$\color{#d91a1a}-2.41\%$
test_compile_indexing[tensor-tensorclass-compile]	0.1685ms	0.1041ms	9.6061 KOps/s	9.7632 KOps/s	$\color{#d91a1a}-1.61\%$
test_compile_indexing[tensor-tensorclass-eager]	94.3720μs	45.5921μs	21.9336 KOps/s	23.0484 KOps/s	$\color{#d91a1a}-4.84\%$
test_compile_indexing[tensor-pytree-compile]	0.2086ms	0.1071ms	9.3410 KOps/s	9.6575 KOps/s	$\color{#d91a1a}-3.28\%$
test_compile_indexing[tensor-pytree-eager]	91.0720μs	45.7576μs	21.8543 KOps/s	22.9277 KOps/s	$\color{#d91a1a}-4.68\%$
test_compile_indexing[slice-tensordict-compile]	0.1891ms	0.1442ms	6.9365 KOps/s	7.2452 KOps/s	$\color{#d91a1a}-4.26\%$
test_compile_indexing[slice-tensordict-eager]	0.1784ms	25.2662μs	39.5785 KOps/s	38.2639 KOps/s	$\color{#35bf28}+3.44\%$
test_compile_indexing[slice-tensorclass-compile]	0.1934ms	0.1358ms	7.3635 KOps/s	7.5929 KOps/s	$\color{#d91a1a}-3.02\%$
test_compile_indexing[slice-tensorclass-eager]	56.0920μs	21.0516μs	47.5024 KOps/s	47.1669 KOps/s	$\color{#35bf28}+0.71\%$
test_compile_indexing[slice-pytree-compile]	0.2285ms	0.1369ms	7.3054 KOps/s	7.5139 KOps/s	$\color{#d91a1a}-2.77\%$
test_compile_indexing[slice-pytree-eager]	52.5710μs	20.9967μs	47.6266 KOps/s	46.5491 KOps/s	$\color{#35bf28}+2.31\%$
test_compile_indexing[int-tensordict-compile]	0.1859ms	0.1391ms	7.1911 KOps/s	7.2005 KOps/s	$\color{#d91a1a}-0.13\%$
test_compile_indexing[int-tensordict-eager]	0.4965ms	25.4409μs	39.3068 KOps/s	38.1292 KOps/s	$\color{#35bf28}+3.09\%$
test_compile_indexing[int-tensorclass-compile]	0.2443ms	0.1322ms	7.5632 KOps/s	7.5324 KOps/s	$\color{#35bf28}+0.41\%$
test_compile_indexing[int-tensorclass-eager]	0.1061ms	23.4814μs	42.5869 KOps/s	47.3940 KOps/s	$\textbf{\color{#d91a1a}-10.14\%}$
test_compile_indexing[int-pytree-compile]	0.1918ms	0.1356ms	7.3748 KOps/s	7.5388 KOps/s	$\color{#d91a1a}-2.18\%$
test_compile_indexing[int-pytree-eager]	64.8810μs	20.7964μs	48.0852 KOps/s	47.5728 KOps/s	$\color{#35bf28}+1.08\%$
test_mod_add[eager]	74.6720μs	32.5515μs	30.7205 KOps/s	30.9717 KOps/s	$\color{#d91a1a}-0.81\%$
test_mod_add[compile]	0.1211ms	69.8851μs	14.3092 KOps/s	14.1720 KOps/s	$\color{#35bf28}+0.97\%$
test_mod_add[compile-overhead]	0.2666ms	0.1354ms	7.3833 KOps/s	6.6415 KOps/s	$\textbf{\color{#35bf28}+11.17\%}$
test_mod_wrap[eager]	0.3582ms	0.2502ms	3.9960 KOps/s	4.0579 KOps/s	$\color{#d91a1a}-1.52\%$
test_mod_wrap[compile]	1.4336ms	0.2951ms	3.3886 KOps/s	3.3530 KOps/s	$\color{#35bf28}+1.06\%$
test_mod_wrap[compile-overhead]	7.5940ms	4.0260ms	248.3841 Ops/s	247.6779 Ops/s	$\color{#35bf28}+0.29\%$
test_mod_wrap_and_backward[eager]	1.6395ms	1.3573ms	736.7318 Ops/s	684.9489 Ops/s	$\textbf{\color{#35bf28}+7.56\%}$
test_mod_wrap_and_backward[compile]	1.5784ms	1.3167ms	759.4684 Ops/s	697.2193 Ops/s	$\textbf{\color{#35bf28}+8.93\%}$
test_mod_wrap_and_backward[compile-overhead]	1.3440ms	0.9122ms	1.0962 KOps/s	937.9654 Ops/s	$\textbf{\color{#35bf28}+16.87\%}$
test_seq_add[eager]	0.1837ms	99.5723μs	10.0430 KOps/s	9.9064 KOps/s	$\color{#35bf28}+1.38\%$
test_seq_add[compile]	0.6972ms	84.9570μs	11.7707 KOps/s	12.4246 KOps/s	$\textbf{\color{#d91a1a}-5.26\%}$
test_seq_add[compile-overhead]	0.1523ms	0.1139ms	8.7827 KOps/s	8.7520 KOps/s	$\color{#35bf28}+0.35\%$
test_seq_wrap[eager]	0.4400ms	0.3797ms	2.6339 KOps/s	2.5346 KOps/s	$\color{#35bf28}+3.92\%$
test_seq_wrap[compile]	0.3770ms	0.3137ms	3.1874 KOps/s	3.1461 KOps/s	$\color{#35bf28}+1.31\%$
test_seq_wrap[compile-overhead]	0.2980ms	0.2255ms	4.4338 KOps/s	4.5007 KOps/s	$\color{#d91a1a}-1.49\%$
test_func_call_runtime[False-eager]	0.7895ms	0.7363ms	1.3581 KOps/s	1.2607 KOps/s	$\textbf{\color{#35bf28}+7.73\%}$
test_func_call_runtime[False-compile]	1.0881ms	0.7846ms	1.2745 KOps/s	1.2374 KOps/s	$\color{#35bf28}+3.00\%$
test_func_call_runtime[False-compile-overhead]	0.4004ms	0.3592ms	2.7842 KOps/s	2.7035 KOps/s	$\color{#35bf28}+2.98\%$
test_func_call_runtime[True-eager]	0.9825ms	0.8977ms	1.1139 KOps/s	1.0908 KOps/s	$\color{#35bf28}+2.12\%$
test_func_call_runtime[True-compile]	0.8810ms	0.8211ms	1.2179 KOps/s	1.1769 KOps/s	$\color{#35bf28}+3.49\%$
test_func_call_runtime[True-compile-overhead]	0.5222ms	0.3936ms	2.5404 KOps/s	2.5060 KOps/s	$\color{#35bf28}+1.38\%$
test_func_call_cm_runtime[False-eager]	0.8111ms	0.7338ms	1.3628 KOps/s	1.2920 KOps/s	$\textbf{\color{#35bf28}+5.48\%}$
test_func_call_cm_runtime[False-compile]	0.8983ms	0.7808ms	1.2807 KOps/s	1.2350 KOps/s	$\color{#35bf28}+3.70\%$
test_func_call_cm_runtime[False-compile-overhead]	0.4092ms	0.3616ms	2.7654 KOps/s	2.6960 KOps/s	$\color{#35bf28}+2.57\%$
test_func_call_cm_runtime[True-eager]	1.0928ms	0.9998ms	1.0002 KOps/s	985.2992 Ops/s	$\color{#35bf28}+1.51\%$
test_func_call_cm_runtime[True-compile]	0.9444ms	0.8482ms	1.1790 KOps/s	1.1570 KOps/s	$\color{#35bf28}+1.91\%$
test_func_call_cm_runtime[True-compile-overhead]	0.4587ms	0.4162ms	2.4027 KOps/s	2.3613 KOps/s	$\color{#35bf28}+1.75\%$
test_vmap_func_call_cm_runtime[eager]	2.5270ms	2.0705ms	482.9859 Ops/s	477.6399 Ops/s	$\color{#35bf28}+1.12\%$
test_vmap_func_call_cm_runtime[compile]	0.9553ms	0.9004ms	1.1106 KOps/s	1.1386 KOps/s	$\color{#d91a1a}-2.46\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.4813ms	0.4241ms	2.3578 KOps/s	2.3404 KOps/s	$\color{#35bf28}+0.74\%$
test_distributed	4.0519ms	0.2345ms	4.2637 KOps/s	8.5092 KOps/s	$\textbf{\color{#d91a1a}-49.89\%}$
test_tdmodule	51.4710μs	13.6870μs	73.0623 KOps/s	65.9930 KOps/s	$\textbf{\color{#35bf28}+10.71\%}$
test_tdmodule_dispatch	67.0810μs	27.1556μs	36.8249 KOps/s	33.4452 KOps/s	$\textbf{\color{#35bf28}+10.11\%}$
test_tdseq	36.5010μs	14.8007μs	67.5644 KOps/s	62.1798 KOps/s	$\textbf{\color{#35bf28}+8.66\%}$
test_tdseq_dispatch	60.3710μs	29.8890μs	33.4571 KOps/s	30.6796 KOps/s	$\textbf{\color{#35bf28}+9.05\%}$
test_instantiation_functorch	2.0184ms	1.8692ms	534.9903 Ops/s	533.0794 Ops/s	$\color{#35bf28}+0.36\%$
test_instantiation_td	1.8120ms	1.1972ms	835.2787 Ops/s	826.1761 Ops/s	$\color{#35bf28}+1.10\%$
test_exec_functorch	0.2555ms	0.2108ms	4.7433 KOps/s	4.7114 KOps/s	$\color{#35bf28}+0.68\%$
test_exec_functional_call	0.2491ms	0.2127ms	4.7015 KOps/s	4.6776 KOps/s	$\color{#35bf28}+0.51\%$
test_exec_td	0.2883ms	0.2177ms	4.5938 KOps/s	4.5017 KOps/s	$\color{#35bf28}+2.04\%$
test_exec_td_decorator	1.1504ms	0.2578ms	3.8795 KOps/s	3.7730 KOps/s	$\color{#35bf28}+2.82\%$
test_vmap_mlp_speed[True-True]	0.7589ms	0.6845ms	1.4610 KOps/s	1.4384 KOps/s	$\color{#35bf28}+1.57\%$
test_vmap_mlp_speed[True-False]	0.7594ms	0.6856ms	1.4585 KOps/s	1.4446 KOps/s	$\color{#35bf28}+0.96\%$
test_vmap_mlp_speed[False-True]	0.6633ms	0.5778ms	1.7306 KOps/s	1.7150 KOps/s	$\color{#35bf28}+0.91\%$
test_vmap_mlp_speed[False-False]	0.6644ms	0.5794ms	1.7260 KOps/s	1.7108 KOps/s	$\color{#35bf28}+0.89\%$
test_vmap_mlp_speed_decorator[True-True]	1.2546ms	0.6889ms	1.4516 KOps/s	1.4733 KOps/s	$\color{#d91a1a}-1.48\%$
test_vmap_mlp_speed_decorator[True-False]	0.8105ms	0.6727ms	1.4865 KOps/s	1.4716 KOps/s	$\color{#35bf28}+1.01\%$
test_vmap_mlp_speed_decorator[False-True]	0.7175ms	0.5925ms	1.6877 KOps/s	1.6701 KOps/s	$\color{#35bf28}+1.06\%$
test_vmap_mlp_speed_decorator[False-False]	0.7428ms	0.5912ms	1.6916 KOps/s	1.6695 KOps/s	$\color{#35bf28}+1.32\%$
test_vmap_transformer_speed[True-True]	8.6380ms	8.3264ms	120.1000 Ops/s	118.3316 Ops/s	$\color{#35bf28}+1.49\%$
test_vmap_transformer_speed[True-False]	8.7237ms	8.3480ms	119.7895 Ops/s	118.6359 Ops/s	$\color{#35bf28}+0.97\%$
test_vmap_transformer_speed[False-True]	8.4908ms	8.1897ms	122.1045 Ops/s	121.3994 Ops/s	$\color{#35bf28}+0.58\%$
test_vmap_transformer_speed[False-False]	8.4950ms	8.2172ms	121.6961 Ops/s	121.6025 Ops/s	$\color{#35bf28}+0.08\%$
test_vmap_transformer_speed_decorator[True-True]	20.2277ms	19.7980ms	50.5102 Ops/s	51.0782 Ops/s	$\color{#d91a1a}-1.11\%$
test_vmap_transformer_speed_decorator[True-False]	20.3576ms	19.9424ms	50.1443 Ops/s	51.0792 Ops/s	$\color{#d91a1a}-1.83\%$
test_vmap_transformer_speed_decorator[False-True]	20.0880ms	19.6075ms	51.0008 Ops/s	51.5615 Ops/s	$\color{#d91a1a}-1.09\%$
test_vmap_transformer_speed_decorator[False-False]	19.5095ms	19.3674ms	51.6332 Ops/s	51.4700 Ops/s	$\color{#35bf28}+0.32\%$
test_to_module_speed[True]	1.1663ms	0.9378ms	1.0664 KOps/s	1.0613 KOps/s	$\color{#35bf28}+0.48\%$
test_to_module_speed[False]	1.3257ms	0.9130ms	1.0953 KOps/s	1.0800 KOps/s	$\color{#35bf28}+1.42\%$
test_tc_init	65.2420μs	34.0931μs	29.3315 KOps/s	27.5807 KOps/s	$\textbf{\color{#35bf28}+6.35\%}$
test_tc_init_nested	0.1148ms	71.0185μs	14.0808 KOps/s	13.6939 KOps/s	$\color{#35bf28}+2.83\%$
test_tc_first_layer_tensor	9.0330μs	0.6781μs	1.4747 MOps/s	1.4601 MOps/s	$\color{#35bf28}+1.00\%$
test_tc_first_layer_nontensor	24.9110μs	2.2574μs	442.9782 KOps/s	440.4209 KOps/s	$\color{#35bf28}+0.58\%$
test_tc_second_layer_tensor	34.3007μs	1.3877μs	720.6210 KOps/s	733.9660 KOps/s	$\color{#d91a1a}-1.82\%$
test_tc_second_layer_nontensor	28.1810μs	2.9573μs	338.1428 KOps/s	338.8215 KOps/s	$\color{#d91a1a}-0.20\%$
test_unbind	0.2025s	13.0979ms	76.3479 Ops/s	96.9112 Ops/s	$\textbf{\color{#d91a1a}-21.22\%}$
test_full_like	0.6634ms	0.5715ms	1.7498 KOps/s	1.7334 KOps/s	$\color{#35bf28}+0.94\%$
test_zeros_like	0.2590ms	0.1979ms	5.0533 KOps/s	5.0508 KOps/s	$\color{#35bf28}+0.05\%$
test_ones_like	0.2331ms	0.1978ms	5.0556 KOps/s	5.0561 KOps/s	$\color{#d91a1a}-0.01\%$
test_clone	0.4444ms	0.4148ms	2.4108 KOps/s	2.4198 KOps/s	$\color{#d91a1a}-0.37\%$
test_squeeze	31.6510μs	10.0525μs	99.4778 KOps/s	99.0518 KOps/s	$\color{#35bf28}+0.43\%$
test_unsqueeze	0.2306ms	75.6948μs	13.2109 KOps/s	13.3296 KOps/s	$\color{#d91a1a}-0.89\%$
test_split	0.4376ms	0.1599ms	6.2527 KOps/s	6.2792 KOps/s	$\color{#d91a1a}-0.42\%$
test_permute	0.2859ms	0.1802ms	5.5486 KOps/s	5.3772 KOps/s	$\color{#35bf28}+3.19\%$
test_stack	1.2673ms	0.8572ms	1.1666 KOps/s	1.1390 KOps/s	$\color{#35bf28}+2.43\%$
test_cat	1.2550ms	1.2314ms	812.0593 Ops/s	811.6231 Ops/s	$\color{#35bf28}+0.05\%$