[CI] Fix windows wheels versioning

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

Total Benchmarks: 233. Improved: $\large\color{#35bf28}8$. Worsened: $\large\color{#d91a1a}6$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	43.3610μs	14.5373μs	68.7887 KOps/s	68.2563 KOps/s	$\color{#35bf28}+0.78\%$
test_plain_set_stack_nested	36.6610μs	14.6720μs	68.1571 KOps/s	67.7264 KOps/s	$\color{#35bf28}+0.64\%$
test_plain_set_nested_inplace	40.8010μs	16.0924μs	62.1412 KOps/s	62.1002 KOps/s	$\color{#35bf28}+0.07\%$
test_plain_set_stack_nested_inplace	58.6110μs	16.0221μs	62.4138 KOps/s	61.8555 KOps/s	$\color{#35bf28}+0.90\%$
test_items	38.4310μs	5.8429μs	171.1468 KOps/s	166.3643 KOps/s	$\color{#35bf28}+2.87\%$
test_items_nested	0.5670ms	0.5136ms	1.9470 KOps/s	1.9083 KOps/s	$\color{#35bf28}+2.02\%$
test_items_nested_locked	0.6217ms	0.5190ms	1.9267 KOps/s	1.9132 KOps/s	$\color{#35bf28}+0.70\%$
test_items_nested_leaf	0.1169ms	92.0266μs	10.8664 KOps/s	11.0138 KOps/s	$\color{#d91a1a}-1.34\%$
test_items_stack_nested	0.5832ms	0.5204ms	1.9215 KOps/s	1.9302 KOps/s	$\color{#d91a1a}-0.45\%$
test_items_stack_nested_leaf	0.1401ms	92.5484μs	10.8052 KOps/s	10.9826 KOps/s	$\color{#d91a1a}-1.62\%$
test_items_stack_nested_locked	0.5798ms	0.5169ms	1.9347 KOps/s	1.9054 KOps/s	$\color{#35bf28}+1.54\%$
test_keys	23.9610μs	4.1382μs	241.6521 KOps/s	240.9602 KOps/s	$\color{#35bf28}+0.29\%$
test_keys_nested	0.1552ms	0.1159ms	8.6276 KOps/s	8.6032 KOps/s	$\color{#35bf28}+0.28\%$
test_keys_nested_locked	2.0325ms	0.1258ms	7.9480 KOps/s	7.9949 KOps/s	$\color{#d91a1a}-0.59\%$
test_keys_nested_leaf	0.1436ms	0.1080ms	9.2621 KOps/s	9.3508 KOps/s	$\color{#d91a1a}-0.95\%$
test_keys_stack_nested	0.1547ms	0.1174ms	8.5208 KOps/s	8.5860 KOps/s	$\color{#d91a1a}-0.76\%$
test_keys_stack_nested_leaf	0.1573ms	0.1077ms	9.2827 KOps/s	9.3969 KOps/s	$\color{#d91a1a}-1.22\%$
test_keys_stack_nested_locked	0.1726ms	0.1247ms	8.0214 KOps/s	7.9374 KOps/s	$\color{#35bf28}+1.06\%$
test_values	7.1660μs	1.0264μs	974.3170 KOps/s	1.0077 MOps/s	$\color{#d91a1a}-3.31\%$
test_values_nested	77.0920μs	47.0131μs	21.2707 KOps/s	21.4245 KOps/s	$\color{#d91a1a}-0.72\%$
test_values_nested_locked	85.8120μs	50.0029μs	19.9988 KOps/s	20.0766 KOps/s	$\color{#d91a1a}-0.39\%$
test_values_nested_leaf	0.1313ms	52.9027μs	18.9026 KOps/s	19.0411 KOps/s	$\color{#d91a1a}-0.73\%$
test_values_stack_nested	75.4220μs	46.8250μs	21.3561 KOps/s	21.3984 KOps/s	$\color{#d91a1a}-0.20\%$
test_values_stack_nested_leaf	0.5772ms	52.6379μs	18.9977 KOps/s	18.9968 KOps/s	$+0.00\%$
test_values_stack_nested_locked	77.9420μs	49.8828μs	20.0470 KOps/s	20.1388 KOps/s	$\color{#d91a1a}-0.46\%$
test_membership	6.6420μs	0.8052μs	1.2420 MOps/s	1.2488 MOps/s	$\color{#d91a1a}-0.54\%$
test_membership_nested	30.9010μs	2.9349μs	340.7241 KOps/s	339.9766 KOps/s	$\color{#35bf28}+0.22\%$
test_membership_nested_leaf	36.5210μs	2.9753μs	336.0961 KOps/s	338.4440 KOps/s	$\color{#d91a1a}-0.69\%$
test_membership_stacked_nested	28.1010μs	2.9644μs	337.3375 KOps/s	339.1253 KOps/s	$\color{#d91a1a}-0.53\%$
test_membership_stacked_nested_leaf	25.7910μs	2.9571μs	338.1669 KOps/s	343.9553 KOps/s	$\color{#d91a1a}-1.68\%$
test_membership_nested_last	32.3510μs	4.3525μs	229.7549 KOps/s	230.4443 KOps/s	$\color{#d91a1a}-0.30\%$
test_membership_nested_leaf_last	26.8910μs	4.3361μs	230.6240 KOps/s	232.2873 KOps/s	$\color{#d91a1a}-0.72\%$
test_membership_stacked_nested_last	26.6900μs	4.3436μs	230.2234 KOps/s	232.9889 KOps/s	$\color{#d91a1a}-1.19\%$
test_membership_stacked_nested_leaf_last	36.4600μs	4.3521μs	229.7752 KOps/s	232.0616 KOps/s	$\color{#d91a1a}-0.99\%$
test_nested_getleaf	51.7410μs	20.4919μs	48.7998 KOps/s	48.4810 KOps/s	$\color{#35bf28}+0.66\%$
test_nested_get	48.1710μs	19.3402μs	51.7057 KOps/s	51.1571 KOps/s	$\color{#35bf28}+1.07\%$
test_stacked_getleaf	54.3810μs	20.2727μs	49.3275 KOps/s	48.4513 KOps/s	$\color{#35bf28}+1.81\%$
test_stacked_get	90.1520μs	19.3629μs	51.6452 KOps/s	51.2145 KOps/s	$\color{#35bf28}+0.84\%$
test_nested_getitemleaf	43.3610μs	20.9671μs	47.6937 KOps/s	47.0313 KOps/s	$\color{#35bf28}+1.41\%$
test_nested_getitem	46.7810μs	19.8990μs	50.2538 KOps/s	50.1391 KOps/s	$\color{#35bf28}+0.23\%$
test_stacked_getitemleaf	59.7410μs	20.8931μs	47.8627 KOps/s	47.5142 KOps/s	$\color{#35bf28}+0.73\%$
test_stacked_getitem	47.8310μs	19.8321μs	50.4233 KOps/s	49.9315 KOps/s	$\color{#35bf28}+0.98\%$
test_lock_nested	0.5327ms	0.4585ms	2.1811 KOps/s	2.1912 KOps/s	$\color{#d91a1a}-0.46\%$
test_lock_stack_nested	0.5450ms	0.4580ms	2.1835 KOps/s	2.1876 KOps/s	$\color{#d91a1a}-0.19\%$
test_unlock_nested	0.4431ms	0.3712ms	2.6941 KOps/s	2.6941 KOps/s	$+0.00\%$
test_unlock_stack_nested	0.4121ms	0.3668ms	2.7261 KOps/s	2.7037 KOps/s	$\color{#35bf28}+0.83\%$
test_flatten_speed	0.1589ms	0.1165ms	8.5835 KOps/s	8.5096 KOps/s	$\color{#35bf28}+0.87\%$
test_unflatten_speed	0.6417ms	0.5686ms	1.7588 KOps/s	1.7365 KOps/s	$\color{#35bf28}+1.29\%$
test_common_ops	0.8661ms	0.7282ms	1.3733 KOps/s	1.3785 KOps/s	$\color{#d91a1a}-0.38\%$
test_creation	87.4120μs	2.5775μs	387.9704 KOps/s	390.6471 KOps/s	$\color{#d91a1a}-0.69\%$
test_creation_empty	35.1110μs	8.5189μs	117.3867 KOps/s	116.1148 KOps/s	$\color{#35bf28}+1.10\%$
test_creation_nested_1	40.0010μs	11.4422μs	87.3958 KOps/s	87.5582 KOps/s	$\color{#d91a1a}-0.19\%$
test_creation_nested_2	50.2510μs	15.1481μs	66.0150 KOps/s	65.4631 KOps/s	$\color{#35bf28}+0.84\%$
test_clone	46.2510μs	12.8960μs	77.5434 KOps/s	76.8457 KOps/s	$\color{#35bf28}+0.91\%$
test_getitem[int]	1.1476ms	13.8258μs	72.3283 KOps/s	72.1008 KOps/s	$\color{#35bf28}+0.32\%$
test_getitem[slice_int]	0.1439ms	27.9671μs	35.7563 KOps/s	36.0222 KOps/s	$\color{#d91a1a}-0.74\%$
test_getitem[range]	0.1677ms	48.2398μs	20.7298 KOps/s	20.6836 KOps/s	$\color{#35bf28}+0.22\%$
test_getitem[tuple]	0.1407ms	23.8151μs	41.9902 KOps/s	42.5383 KOps/s	$\color{#d91a1a}-1.29\%$
test_getitem[list]	0.1636ms	43.1544μs	23.1726 KOps/s	23.3947 KOps/s	$\color{#d91a1a}-0.95\%$
test_setitem_dim[int]	44.5410μs	24.5728μs	40.6954 KOps/s	40.8279 KOps/s	$\color{#d91a1a}-0.32\%$
test_setitem_dim[slice_int]	70.8720μs	47.6728μs	20.9763 KOps/s	20.7394 KOps/s	$\color{#35bf28}+1.14\%$
test_setitem_dim[range]	0.1165ms	66.6353μs	15.0071 KOps/s	14.8296 KOps/s	$\color{#35bf28}+1.20\%$
test_setitem_dim[tuple]	60.0910μs	39.4865μs	25.3251 KOps/s	24.3820 KOps/s	$\color{#35bf28}+3.87\%$
test_setitem	52.7810μs	17.5811μs	56.8794 KOps/s	56.4874 KOps/s	$\color{#35bf28}+0.69\%$
test_set	50.5810μs	16.7238μs	59.7949 KOps/s	58.6825 KOps/s	$\color{#35bf28}+1.90\%$
test_set_shared	0.5000ms	0.1989ms	5.0287 KOps/s	5.0516 KOps/s	$\color{#d91a1a}-0.45\%$
test_update	0.3532ms	21.2334μs	47.0955 KOps/s	46.4238 KOps/s	$\color{#35bf28}+1.45\%$
test_update_nested	75.8920μs	33.2853μs	30.0433 KOps/s	29.6040 KOps/s	$\color{#35bf28}+1.48\%$
test_update__nested	0.4728ms	32.7920μs	30.4952 KOps/s	30.0265 KOps/s	$\color{#35bf28}+1.56\%$
test_set_nested	59.9210μs	18.4259μs	54.2713 KOps/s	53.4864 KOps/s	$\color{#35bf28}+1.47\%$
test_set_nested_new	54.2710μs	23.1864μs	43.1287 KOps/s	42.4401 KOps/s	$\color{#35bf28}+1.62\%$
test_select	81.0620μs	40.2213μs	24.8625 KOps/s	24.7068 KOps/s	$\color{#35bf28}+0.63\%$
test_select_nested	0.1045ms	71.1356μs	14.0577 KOps/s	14.0650 KOps/s	$\color{#d91a1a}-0.05\%$
test_exclude_nested	0.1308ms	92.4241μs	10.8197 KOps/s	10.7279 KOps/s	$\color{#35bf28}+0.86\%$
test_empty[True]	0.4600ms	0.4178ms	2.3937 KOps/s	2.4132 KOps/s	$\color{#d91a1a}-0.81\%$
test_empty[False]	8.1952μs	1.2681μs	788.5736 KOps/s	782.2337 KOps/s	$\color{#35bf28}+0.81\%$
test_to	94.9520μs	65.7803μs	15.2021 KOps/s	15.3203 KOps/s	$\color{#d91a1a}-0.77\%$
test_to_nonblocking	0.1008ms	57.5574μs	17.3739 KOps/s	17.2889 KOps/s	$\color{#35bf28}+0.49\%$
test_unbind_speed	0.3459ms	0.3168ms	3.1569 KOps/s	3.1825 KOps/s	$\color{#d91a1a}-0.81\%$
test_unbind_speed_stack0	0.3620ms	0.3127ms	3.1977 KOps/s	3.2050 KOps/s	$\color{#d91a1a}-0.23\%$
test_unbind_speed_stack1	97.9835ms	0.9254ms	1.0806 KOps/s	1.1721 KOps/s	$\textbf{\color{#d91a1a}-7.80\%}$
test_split	1.1706ms	1.1298ms	885.0766 Ops/s	763.5941 Ops/s	$\textbf{\color{#35bf28}+15.91\%}$
test_chunk	98.1428ms	1.2115ms	825.3934 Ops/s	919.9837 Ops/s	$\textbf{\color{#d91a1a}-10.28\%}$
test_consolidate[False-None]	4.0815ms	3.7634ms	265.7165 Ops/s	241.3274 Ops/s	$\textbf{\color{#35bf28}+10.11\%}$
test_consolidate[default-None]	2.2066ms	2.1093ms	474.0942 Ops/s	458.7655 Ops/s	$\color{#35bf28}+3.34\%$
test_consolidate[reduce-overhead-None]	2.1861ms	2.1077ms	474.4433 Ops/s	454.8644 Ops/s	$\color{#35bf28}+4.30\%$
test_consolidate_njt[False-None]	8.7496ms	8.5466ms	117.0052 Ops/s	117.7364 Ops/s	$\color{#d91a1a}-0.62\%$
test_to[False-False-None]	2.0665ms	2.0024ms	499.4055 Ops/s	501.7514 Ops/s	$\color{#d91a1a}-0.47\%$
test_to[True-False-None]	2.1579ms	1.8697ms	534.8365 Ops/s	548.4458 Ops/s	$\color{#d91a1a}-2.48\%$
test_to[within-False-None]	0.1882s	6.8481ms	146.0248 Ops/s	127.7931 Ops/s	$\textbf{\color{#35bf28}+14.27\%}$
test_to[True-default-None]	6.8874ms	6.7016ms	149.2175 Ops/s	146.4585 Ops/s	$\color{#35bf28}+1.88\%$
test_to_njt[False-False-None]	8.3142ms	8.1918ms	122.0735 Ops/s	121.7551 Ops/s	$\color{#35bf28}+0.26\%$
test_to_njt[True-False-None]	7.1899ms	7.0550ms	141.7427 Ops/s	144.0148 Ops/s	$\color{#d91a1a}-1.58\%$
test_to_njt[within-False-None]	15.7387ms	15.6450ms	63.9182 Ops/s	64.5109 Ops/s	$\color{#d91a1a}-0.92\%$
test_creation[device0]	0.2794ms	0.1076ms	9.2904 KOps/s	9.3725 KOps/s	$\color{#d91a1a}-0.88\%$
test_creation_from_tensor	0.4623ms	0.1101ms	9.0853 KOps/s	9.1919 KOps/s	$\color{#d91a1a}-1.16\%$
test_add_one[memmap_tensor0]	0.2016ms	6.6402μs	150.5970 KOps/s	151.0192 KOps/s	$\color{#d91a1a}-0.28\%$
test_contiguous[memmap_tensor0]	25.7710μs	0.7362μs	1.3583 MOps/s	1.8714 MOps/s	$\textbf{\color{#d91a1a}-27.42\%}$
test_stack[memmap_tensor0]	33.7210μs	4.8365μs	206.7614 KOps/s	208.8671 KOps/s	$\color{#d91a1a}-1.01\%$
test_memmaptd_index	1.1226ms	0.2856ms	3.5011 KOps/s	3.5159 KOps/s	$\color{#d91a1a}-0.42\%$
test_memmaptd_index_astensor	0.5246ms	0.3742ms	2.6727 KOps/s	2.7009 KOps/s	$\color{#d91a1a}-1.05\%$
test_memmaptd_index_op	0.7594ms	0.6152ms	1.6256 KOps/s	1.6500 KOps/s	$\color{#d91a1a}-1.48\%$
test_serialize_model	0.1312s	0.1298s	7.7014 Ops/s	7.6864 Ops/s	$\color{#35bf28}+0.20\%$
test_serialize_model_pickle	1.3486s	1.1955s	0.8364 Ops/s	0.8167 Ops/s	$\color{#35bf28}+2.42\%$
test_serialize_weights	0.1310s	0.1298s	7.7049 Ops/s	6.3803 Ops/s	$\textbf{\color{#35bf28}+20.76\%}$
test_serialize_weights_returnearly	0.3617s	61.5277ms	16.2528 Ops/s	15.8603 Ops/s	$\color{#35bf28}+2.47\%$
test_serialize_weights_pickle	1.4196s	1.2035s	0.8309 Ops/s	0.8216 Ops/s	$\color{#35bf28}+1.14\%$
test_reshape_pytree	0.3642ms	32.8819μs	30.4119 KOps/s	30.5048 KOps/s	$\color{#d91a1a}-0.30\%$
test_reshape_td	66.5210μs	39.1507μs	25.5424 KOps/s	25.7117 KOps/s	$\color{#d91a1a}-0.66\%$
test_view_pytree	0.2161ms	32.0202μs	31.2302 KOps/s	31.0941 KOps/s	$\color{#35bf28}+0.44\%$
test_view_td	74.3510μs	45.7505μs	21.8577 KOps/s	21.8449 KOps/s	$\color{#35bf28}+0.06\%$
test_unbind_pytree	0.2356ms	36.5483μs	27.3610 KOps/s	27.2443 KOps/s	$\color{#35bf28}+0.43\%$
test_unbind_td	0.1514ms	47.9067μs	20.8739 KOps/s	21.0750 KOps/s	$\color{#d91a1a}-0.95\%$
test_split_pytree	0.1857ms	42.4977μs	23.5307 KOps/s	23.4411 KOps/s	$\color{#35bf28}+0.38\%$
test_split_td	0.2101ms	61.6364μs	16.2242 KOps/s	15.9854 KOps/s	$\color{#35bf28}+1.49\%$
test_add_pytree	0.2337ms	41.8975μs	23.8678 KOps/s	23.7606 KOps/s	$\color{#35bf28}+0.45\%$
test_add_td	90.8720μs	51.5673μs	19.3921 KOps/s	19.6078 KOps/s	$\color{#d91a1a}-1.10\%$
test_compile_add_one_nested[tensordict-compile]	0.1882ms	0.1370ms	7.2984 KOps/s	7.0969 KOps/s	$\color{#35bf28}+2.84\%$
test_compile_add_one_nested[tensordict-eager]	0.2844ms	0.1820ms	5.4957 KOps/s	5.4354 KOps/s	$\color{#35bf28}+1.11\%$
test_compile_add_one_nested[pytree-compile]	0.1445ms	0.1061ms	9.4232 KOps/s	9.1275 KOps/s	$\color{#35bf28}+3.24\%$
test_compile_add_one_nested[pytree-eager]	0.3557ms	0.1724ms	5.8016 KOps/s	5.7491 KOps/s	$\color{#35bf28}+0.91\%$
test_compile_copy_nested[tensordict-compile]	67.9310μs	28.4683μs	35.1268 KOps/s	31.9178 KOps/s	$\textbf{\color{#35bf28}+10.05\%}$
test_compile_copy_nested[tensordict-eager]	90.6420μs	48.2591μs	20.7215 KOps/s	20.2391 KOps/s	$\color{#35bf28}+2.38\%$
test_compile_copy_nested[pytree-compile]	0.2182ms	13.0458μs	76.6529 KOps/s	75.2989 KOps/s	$\color{#35bf28}+1.80\%$
test_compile_copy_nested[pytree-eager]	0.3941ms	71.3291μs	14.0195 KOps/s	13.8240 KOps/s	$\color{#35bf28}+1.41\%$
test_compile_add_one_flat[tensordict-compile]	0.2035ms	0.1598ms	6.2567 KOps/s	6.1100 KOps/s	$\color{#35bf28}+2.40\%$
test_compile_add_one_flat[tensordict-eager]	0.3276ms	0.2530ms	3.9533 KOps/s	3.9372 KOps/s	$\color{#35bf28}+0.41\%$
test_compile_add_one_flat[tensorclass-compile]	0.1588ms	0.1109ms	9.0142 KOps/s	8.8990 KOps/s	$\color{#35bf28}+1.29\%$
test_compile_add_one_flat[tensorclass-eager]	0.1310ms	68.2960μs	14.6421 KOps/s	14.7023 KOps/s	$\color{#d91a1a}-0.41\%$
test_compile_add_one_flat[pytree-compile]	0.1980ms	0.1553ms	6.4399 KOps/s	6.3493 KOps/s	$\color{#35bf28}+1.43\%$
test_compile_add_one_flat[pytree-eager]	0.7014ms	0.4953ms	2.0189 KOps/s	1.9950 KOps/s	$\color{#35bf28}+1.20\%$
test_compile_add_self_flat[tensordict-eager]	0.3642ms	0.3048ms	3.2810 KOps/s	3.2525 KOps/s	$\color{#35bf28}+0.87\%$
test_compile_add_self_flat[tensordict-compile]	0.2090ms	0.1618ms	6.1794 KOps/s	6.0717 KOps/s	$\color{#35bf28}+1.77\%$
test_compile_add_self_flat[tensorclass-eager]	0.1485ms	82.8794μs	12.0657 KOps/s	12.1038 KOps/s	$\color{#d91a1a}-0.31\%$
test_compile_add_self_flat[tensorclass-compile]	0.1531ms	0.1127ms	8.8726 KOps/s	8.7264 KOps/s	$\color{#35bf28}+1.68\%$
test_compile_add_self_flat[pytree-eager]	0.5983ms	0.4264ms	2.3454 KOps/s	2.3636 KOps/s	$\color{#d91a1a}-0.77\%$
test_compile_add_self_flat[pytree-compile]	0.1961ms	0.1563ms	6.3992 KOps/s	6.4123 KOps/s	$\color{#d91a1a}-0.20\%$
test_compile_copy_flat[tensordict-compile]	0.1095ms	23.4626μs	42.6210 KOps/s	43.0358 KOps/s	$\color{#d91a1a}-0.96\%$
test_compile_copy_flat[tensordict-eager]	77.7220μs	40.4282μs	24.7352 KOps/s	24.6455 KOps/s	$\color{#35bf28}+0.36\%$
test_compile_copy_flat[pytree-compile]	51.0210μs	19.0271μs	52.5565 KOps/s	52.2326 KOps/s	$\color{#35bf28}+0.62\%$
test_compile_copy_flat[pytree-eager]	0.3665ms	66.1899μs	15.1080 KOps/s	15.1760 KOps/s	$\color{#d91a1a}-0.45\%$
test_compile_assign_and_add[tensordict-compile]	1.9248ms	0.4548ms	2.1988 KOps/s	1.9419 KOps/s	$\textbf{\color{#35bf28}+13.23\%}$
test_compile_assign_and_add[tensordict-eager]	3.2042ms	3.1162ms	320.9085 Ops/s	317.6616 Ops/s	$\color{#35bf28}+1.02\%$
test_compile_assign_and_add[pytree-compile]	1.9056ms	0.5073ms	1.9713 KOps/s	1.9611 KOps/s	$\color{#35bf28}+0.52\%$
test_compile_assign_and_add[pytree-eager]	2.7783ms	2.7081ms	369.2562 Ops/s	367.9068 Ops/s	$\color{#35bf28}+0.37\%$
test_compile_indexing[tensor-tensordict-compile]	0.1807ms	0.1280ms	7.8111 KOps/s	7.2981 KOps/s	$\textbf{\color{#35bf28}+7.03\%}$
test_compile_indexing[tensor-tensordict-eager]	0.2576ms	91.5107μs	10.9277 KOps/s	10.5236 KOps/s	$\color{#35bf28}+3.84\%$
test_compile_indexing[tensor-tensorclass-compile]	0.1834ms	0.1252ms	7.9889 KOps/s	8.2115 KOps/s	$\color{#d91a1a}-2.71\%$
test_compile_indexing[tensor-tensorclass-eager]	0.2695ms	81.0051μs	12.3449 KOps/s	12.8339 KOps/s	$\color{#d91a1a}-3.81\%$
test_compile_indexing[tensor-pytree-compile]	0.1714ms	0.1229ms	8.1372 KOps/s	7.8595 KOps/s	$\color{#35bf28}+3.53\%$
test_compile_indexing[tensor-pytree-eager]	0.2974ms	80.5543μs	12.4140 KOps/s	12.3537 KOps/s	$\color{#35bf28}+0.49\%$
test_compile_indexing[slice-tensordict-compile]	0.1714ms	0.1185ms	8.4388 KOps/s	8.6827 KOps/s	$\color{#d91a1a}-2.81\%$
test_compile_indexing[slice-tensordict-eager]	0.1844ms	25.1358μs	39.7840 KOps/s	39.7584 KOps/s	$\color{#35bf28}+0.06\%$
test_compile_indexing[slice-tensorclass-compile]	0.1415ms	0.1098ms	9.1094 KOps/s	9.0632 KOps/s	$\color{#35bf28}+0.51\%$
test_compile_indexing[slice-tensorclass-eager]	0.2132ms	22.2214μs	45.0016 KOps/s	43.8865 KOps/s	$\color{#35bf28}+2.54\%$
test_compile_indexing[slice-pytree-compile]	0.1474ms	0.1111ms	9.0019 KOps/s	8.9811 KOps/s	$\color{#35bf28}+0.23\%$
test_compile_indexing[slice-pytree-eager]	0.2490ms	22.3912μs	44.6604 KOps/s	43.8726 KOps/s	$\color{#35bf28}+1.80\%$
test_compile_indexing[int-tensordict-compile]	0.1587ms	0.1169ms	8.5543 KOps/s	8.5516 KOps/s	$\color{#35bf28}+0.03\%$
test_compile_indexing[int-tensordict-eager]	0.2479ms	25.3561μs	39.4383 KOps/s	39.3002 KOps/s	$\color{#35bf28}+0.35\%$
test_compile_indexing[int-tensorclass-compile]	0.1599ms	0.1154ms	8.6638 KOps/s	8.6791 KOps/s	$\color{#d91a1a}-0.18\%$
test_compile_indexing[int-tensorclass-eager]	0.2292ms	22.5082μs	44.4283 KOps/s	43.7997 KOps/s	$\color{#35bf28}+1.44\%$
test_compile_indexing[int-pytree-compile]	0.1753ms	0.1137ms	8.7949 KOps/s	8.7850 KOps/s	$\color{#35bf28}+0.11\%$
test_compile_indexing[int-pytree-eager]	0.2329ms	22.3531μs	44.7366 KOps/s	43.9720 KOps/s	$\color{#35bf28}+1.74\%$
test_mod_add[eager]	89.5120μs	48.9383μs	20.4339 KOps/s	19.9979 KOps/s	$\color{#35bf28}+2.18\%$
test_mod_add[compile]	0.1411ms	96.8751μs	10.3226 KOps/s	10.7744 KOps/s	$\color{#d91a1a}-4.19\%$
test_mod_add[compile-overhead]	0.3248ms	0.1795ms	5.5695 KOps/s	5.4369 KOps/s	$\color{#35bf28}+2.44\%$
test_mod_wrap[eager]	0.3706ms	0.2991ms	3.3434 KOps/s	3.4822 KOps/s	$\color{#d91a1a}-3.98\%$
test_mod_wrap[compile]	0.4063ms	0.3320ms	3.0122 KOps/s	3.0441 KOps/s	$\color{#d91a1a}-1.05\%$
test_mod_wrap[compile-overhead]	7.5329ms	4.1374ms	241.6958 Ops/s	253.9339 Ops/s	$\color{#d91a1a}-4.82\%$
test_mod_wrap_and_backward[eager]	1.7105ms	1.5903ms	628.8086 Ops/s	628.8948 Ops/s	$\color{#d91a1a}-0.01\%$
test_mod_wrap_and_backward[compile]	1.6350ms	1.5537ms	643.6048 Ops/s	639.5971 Ops/s	$\color{#35bf28}+0.63\%$
test_mod_wrap_and_backward[compile-overhead]	1.5043ms	1.0464ms	955.6480 Ops/s	910.0359 Ops/s	$\textbf{\color{#35bf28}+5.01\%}$
test_seq_add[eager]	0.2228ms	0.1495ms	6.6892 KOps/s	6.7735 KOps/s	$\color{#d91a1a}-1.24\%$
test_seq_add[compile]	0.2872ms	0.1042ms	9.5996 KOps/s	9.5867 KOps/s	$\color{#35bf28}+0.14\%$
test_seq_add[compile-overhead]	0.1847ms	0.1410ms	7.0911 KOps/s	7.2020 KOps/s	$\color{#d91a1a}-1.54\%$
test_seq_wrap[eager]	0.5872ms	0.5121ms	1.9528 KOps/s	1.9817 KOps/s	$\color{#d91a1a}-1.46\%$
test_seq_wrap[compile]	0.4302ms	0.3557ms	2.8115 KOps/s	2.8906 KOps/s	$\color{#d91a1a}-2.74\%$
test_seq_wrap[compile-overhead]	0.2956ms	0.2480ms	4.0327 KOps/s	4.0556 KOps/s	$\color{#d91a1a}-0.56\%$
test_func_call_runtime[False-eager]	1.1296ms	0.8487ms	1.1783 KOps/s	1.1960 KOps/s	$\color{#d91a1a}-1.48\%$
test_func_call_runtime[False-compile]	0.9544ms	0.8833ms	1.1321 KOps/s	1.1416 KOps/s	$\color{#d91a1a}-0.83\%$
test_func_call_runtime[False-compile-overhead]	0.4524ms	0.4020ms	2.4874 KOps/s	2.4929 KOps/s	$\color{#d91a1a}-0.22\%$
test_func_call_runtime[True-eager]	1.2937ms	1.0577ms	945.4065 Ops/s	939.7305 Ops/s	$\color{#35bf28}+0.60\%$
test_func_call_runtime[True-compile]	1.0871ms	0.9531ms	1.0492 KOps/s	1.1163 KOps/s	$\textbf{\color{#d91a1a}-6.01\%}$
test_func_call_runtime[True-compile-overhead]	0.5364ms	0.4259ms	2.3477 KOps/s	2.3639 KOps/s	$\color{#d91a1a}-0.68\%$
test_func_call_cm_runtime[False-eager]	0.9027ms	0.8344ms	1.1985 KOps/s	1.1925 KOps/s	$\color{#35bf28}+0.50\%$
test_func_call_cm_runtime[False-compile]	0.9865ms	0.9303ms	1.0749 KOps/s	1.1357 KOps/s	$\textbf{\color{#d91a1a}-5.35\%}$
test_func_call_cm_runtime[False-compile-overhead]	0.4548ms	0.4043ms	2.4735 KOps/s	2.4897 KOps/s	$\color{#d91a1a}-0.65\%$
test_func_call_cm_runtime[True-eager]	1.3208ms	1.2043ms	830.3717 Ops/s	832.1951 Ops/s	$\color{#d91a1a}-0.22\%$
test_func_call_cm_runtime[True-compile]	1.0528ms	0.9409ms	1.0628 KOps/s	1.0745 KOps/s	$\color{#d91a1a}-1.09\%$
test_func_call_cm_runtime[True-compile-overhead]	0.5202ms	0.4572ms	2.1870 KOps/s	2.2099 KOps/s	$\color{#d91a1a}-1.04\%$
test_vmap_func_call_cm_runtime[eager]	2.7907ms	2.2699ms	440.5504 Ops/s	441.7624 Ops/s	$\color{#d91a1a}-0.27\%$
test_vmap_func_call_cm_runtime[compile]	1.0155ms	0.9546ms	1.0476 KOps/s	1.0497 KOps/s	$\color{#d91a1a}-0.20\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.5276ms	0.4536ms	2.2046 KOps/s	2.1946 KOps/s	$\color{#35bf28}+0.46\%$
test_distributed	0.5587ms	0.1494ms	6.6914 KOps/s	6.6894 KOps/s	$\color{#35bf28}+0.03\%$
test_tdmodule	0.4055ms	27.4101μs	36.4829 KOps/s	36.8080 KOps/s	$\color{#d91a1a}-0.88\%$
test_tdmodule_dispatch	78.8220μs	46.7680μs	21.3821 KOps/s	21.4926 KOps/s	$\color{#d91a1a}-0.51\%$
test_tdseq	46.1410μs	25.4893μs	39.2322 KOps/s	38.6621 KOps/s	$\color{#35bf28}+1.47\%$
test_tdseq_dispatch	72.4720μs	48.1963μs	20.7485 KOps/s	20.7178 KOps/s	$\color{#35bf28}+0.15\%$
test_instantiation_functorch	2.0339ms	1.9671ms	508.3672 Ops/s	509.0152 Ops/s	$\color{#d91a1a}-0.13\%$
test_exec_functorch	0.2266ms	0.1778ms	5.6241 KOps/s	5.6492 KOps/s	$\color{#d91a1a}-0.44\%$
test_exec_functional_call	0.1988ms	0.1552ms	6.4413 KOps/s	6.3284 KOps/s	$\color{#35bf28}+1.78\%$
test_exec_td_decorator	0.4343ms	0.2260ms	4.4243 KOps/s	4.4042 KOps/s	$\color{#35bf28}+0.46\%$
test_vmap_mlp_speed_decorator[True-True]	0.9127ms	0.7580ms	1.3193 KOps/s	1.3305 KOps/s	$\color{#d91a1a}-0.84\%$
test_vmap_mlp_speed_decorator[True-False]	0.9020ms	0.7585ms	1.3184 KOps/s	1.3199 KOps/s	$\color{#d91a1a}-0.11\%$
test_vmap_mlp_speed_decorator[False-True]	0.7896ms	0.6480ms	1.5431 KOps/s	1.5539 KOps/s	$\color{#d91a1a}-0.69\%$
test_vmap_mlp_speed_decorator[False-False]	0.8078ms	0.6492ms	1.5404 KOps/s	1.5482 KOps/s	$\color{#d91a1a}-0.50\%$
test_vmap_transformer_speed_decorator[True-True]	20.2576ms	20.0748ms	49.8136 Ops/s	50.0376 Ops/s	$\color{#d91a1a}-0.45\%$
test_vmap_transformer_speed_decorator[True-False]	20.2162ms	20.1184ms	49.7057 Ops/s	50.0088 Ops/s	$\color{#d91a1a}-0.61\%$
test_vmap_transformer_speed_decorator[False-True]	20.0277ms	19.9013ms	50.2481 Ops/s	50.5813 Ops/s	$\color{#d91a1a}-0.66\%$
test_vmap_transformer_speed_decorator[False-False]	20.0628ms	19.9286ms	50.1791 Ops/s	50.5180 Ops/s	$\color{#d91a1a}-0.67\%$
test_to_module_speed[True]	1.4903ms	1.3983ms	715.1680 Ops/s	712.4137 Ops/s	$\color{#35bf28}+0.39\%$
test_to_module_speed[False]	1.4811ms	1.3848ms	722.1317 Ops/s	725.4212 Ops/s	$\color{#d91a1a}-0.45\%$
test_tc_init	83.9320μs	50.3855μs	19.8470 KOps/s	20.0179 KOps/s	$\color{#d91a1a}-0.85\%$
test_tc_init_tensor_only	94.9120μs	14.3269μs	69.7986 KOps/s	69.1816 KOps/s	$\color{#35bf28}+0.89\%$
test_tc_init_nested	0.1354ms	99.3928μs	10.0611 KOps/s	10.0726 KOps/s	$\color{#d91a1a}-0.11\%$
test_tc_first_layer_tensor	28.1210μs	1.6624μs	601.5370 KOps/s	590.3384 KOps/s	$\color{#35bf28}+1.90\%$
test_tc_first_layer_tensor_only	3.8500μs	0.6605μs	1.5139 MOps/s	1.5263 MOps/s	$\color{#d91a1a}-0.81\%$
test_tc_first_layer_tensor_set	33.5400μs	4.0115μs	249.2830 KOps/s	249.3624 KOps/s	$\color{#d91a1a}-0.03\%$
test_tc_first_layer_tensor_only_set	18.0055μs	2.8950μs	345.4179 KOps/s	339.8841 KOps/s	$\color{#35bf28}+1.63\%$
test_tc_first_layer_nontensor	34.5910μs	5.6165μs	178.0478 KOps/s	176.7605 KOps/s	$\color{#35bf28}+0.73\%$
test_tc_second_layer_tensor	34.0410μs	4.0711μs	245.6317 KOps/s	244.4600 KOps/s	$\color{#35bf28}+0.48\%$
test_tc_second_layer_nontensor	39.4210μs	7.9514μs	125.7639 KOps/s	124.8201 KOps/s	$\color{#35bf28}+0.76\%$
test_unbind	0.2336s	13.1926ms	75.8003 Ops/s	107.1149 Ops/s	$\textbf{\color{#d91a1a}-29.23\%}$
test_full_like	4.5673ms	4.4153ms	226.4839 Ops/s	229.7766 Ops/s	$\color{#d91a1a}-1.43\%$
test_zeros_like	4.5417ms	4.3805ms	228.2859 Ops/s	228.0004 Ops/s	$\color{#35bf28}+0.13\%$
test_ones_like	4.5572ms	4.3958ms	227.4919 Ops/s	227.3513 Ops/s	$\color{#35bf28}+0.06\%$
test_clone	7.2366ms	6.5875ms	151.8036 Ops/s	151.3825 Ops/s	$\color{#35bf28}+0.28\%$
test_squeeze	89.3420μs	13.9196μs	71.8414 KOps/s	72.3222 KOps/s	$\color{#d91a1a}-0.66\%$
test_unsqueeze	0.1500ms	0.1035ms	9.6618 KOps/s	9.8182 KOps/s	$\color{#d91a1a}-1.59\%$
test_split	0.2305ms	0.1799ms	5.5598 KOps/s	5.7154 KOps/s	$\color{#d91a1a}-2.72\%$
test_permute	0.2353ms	0.2000ms	4.9996 KOps/s	5.0488 KOps/s	$\color{#d91a1a}-0.97\%$
test_stack	51.5902ms	50.9554ms	19.6250 Ops/s	19.6606 Ops/s	$\color{#d91a1a}-0.18\%$
test_cat	51.6551ms	50.9222ms	19.6378 Ops/s	19.6517 Ops/s	$\color{#d91a1a}-0.07\%$

[github-actions]

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

Total Benchmarks: 233. Improved: $\large\color{#35bf28}25$. Worsened: $\large\color{#d91a1a}3$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	36.6910μs	15.1642μs	65.9449 KOps/s	66.7782 KOps/s	$\color{#d91a1a}-1.25\%$
test_plain_set_stack_nested	38.4010μs	15.4435μs	64.7520 KOps/s	66.2603 KOps/s	$\color{#d91a1a}-2.28\%$
test_plain_set_nested_inplace	45.4910μs	16.8044μs	59.5082 KOps/s	60.4131 KOps/s	$\color{#d91a1a}-1.50\%$
test_plain_set_stack_nested_inplace	44.6310μs	16.7105μs	59.8426 KOps/s	60.5106 KOps/s	$\color{#d91a1a}-1.10\%$
test_items	29.2000μs	6.1171μs	163.4762 KOps/s	166.7135 KOps/s	$\color{#d91a1a}-1.94\%$
test_items_nested	0.6160ms	0.5472ms	1.8274 KOps/s	1.8726 KOps/s	$\color{#d91a1a}-2.42\%$
test_items_nested_locked	0.6175ms	0.5536ms	1.8062 KOps/s	1.8758 KOps/s	$\color{#d91a1a}-3.71\%$
test_items_nested_leaf	0.1532ms	95.7135μs	10.4478 KOps/s	10.3769 KOps/s	$\color{#35bf28}+0.68\%$
test_items_stack_nested	0.6787ms	0.5503ms	1.8172 KOps/s	1.8586 KOps/s	$\color{#d91a1a}-2.22\%$
test_items_stack_nested_leaf	0.1507ms	97.2536μs	10.2824 KOps/s	10.3625 KOps/s	$\color{#d91a1a}-0.77\%$
test_items_stack_nested_locked	0.6442ms	0.5446ms	1.8361 KOps/s	1.8668 KOps/s	$\color{#d91a1a}-1.65\%$
test_keys	34.5510μs	4.1985μs	238.1795 KOps/s	235.1449 KOps/s	$\color{#35bf28}+1.29\%$
test_keys_nested	0.1902ms	0.1211ms	8.2601 KOps/s	8.3538 KOps/s	$\color{#d91a1a}-1.12\%$
test_keys_nested_locked	2.1546ms	0.1302ms	7.6788 KOps/s	7.7667 KOps/s	$\color{#d91a1a}-1.13\%$
test_keys_nested_leaf	0.1771ms	0.1125ms	8.8912 KOps/s	9.0988 KOps/s	$\color{#d91a1a}-2.28\%$
test_keys_stack_nested	0.1980ms	0.1212ms	8.2489 KOps/s	8.3219 KOps/s	$\color{#d91a1a}-0.88\%$
test_keys_stack_nested_leaf	0.1840ms	0.1130ms	8.8502 KOps/s	9.1293 KOps/s	$\color{#d91a1a}-3.06\%$
test_keys_stack_nested_locked	0.1818ms	0.1300ms	7.6901 KOps/s	7.8671 KOps/s	$\color{#d91a1a}-2.25\%$
test_values	5.3520μs	1.0190μs	981.3182 KOps/s	938.1585 KOps/s	$\color{#35bf28}+4.60\%$
test_values_nested	76.1710μs	48.6177μs	20.5686 KOps/s	20.6476 KOps/s	$\color{#d91a1a}-0.38\%$
test_values_nested_locked	0.1090ms	51.4654μs	19.4305 KOps/s	19.5484 KOps/s	$\color{#d91a1a}-0.60\%$
test_values_nested_leaf	76.8720μs	55.7684μs	17.9313 KOps/s	18.4588 KOps/s	$\color{#d91a1a}-2.86\%$
test_values_stack_nested	86.4220μs	48.6056μs	20.5738 KOps/s	20.9867 KOps/s	$\color{#d91a1a}-1.97\%$
test_values_stack_nested_leaf	77.5310μs	55.4287μs	18.0412 KOps/s	18.5664 KOps/s	$\color{#d91a1a}-2.83\%$
test_values_stack_nested_locked	83.8310μs	51.8097μs	19.3014 KOps/s	19.6973 KOps/s	$\color{#d91a1a}-2.01\%$
test_membership	4.5652μs	0.8438μs	1.1850 MOps/s	1.1627 MOps/s	$\color{#35bf28}+1.92\%$
test_membership_nested	49.3610μs	3.1340μs	319.0859 KOps/s	323.1977 KOps/s	$\color{#d91a1a}-1.27\%$
test_membership_nested_leaf	26.4100μs	3.1372μs	318.7557 KOps/s	322.2289 KOps/s	$\color{#d91a1a}-1.08\%$
test_membership_stacked_nested	33.5610μs	3.1446μs	318.0061 KOps/s	318.2355 KOps/s	$\color{#d91a1a}-0.07\%$
test_membership_stacked_nested_leaf	38.9710μs	3.1500μs	317.4626 KOps/s	319.1481 KOps/s	$\color{#d91a1a}-0.53\%$
test_membership_nested_last	29.8700μs	4.6072μs	217.0515 KOps/s	221.3848 KOps/s	$\color{#d91a1a}-1.96\%$
test_membership_nested_leaf_last	36.0500μs	4.5567μs	219.4571 KOps/s	219.4107 KOps/s	$\color{#35bf28}+0.02\%$
test_membership_stacked_nested_last	31.6700μs	4.5705μs	218.7924 KOps/s	220.0106 KOps/s	$\color{#d91a1a}-0.55\%$
test_membership_stacked_nested_leaf_last	40.7300μs	4.5929μs	217.7286 KOps/s	222.1470 KOps/s	$\color{#d91a1a}-1.99\%$
test_nested_getleaf	50.1110μs	21.6044μs	46.2868 KOps/s	46.0135 KOps/s	$\color{#35bf28}+0.59\%$
test_nested_get	70.6010μs	20.6471μs	48.4329 KOps/s	49.8245 KOps/s	$\color{#d91a1a}-2.79\%$
test_stacked_getleaf	53.3110μs	21.5206μs	46.4671 KOps/s	46.5962 KOps/s	$\color{#d91a1a}-0.28\%$
test_stacked_get	45.4710μs	20.4845μs	48.8173 KOps/s	47.9813 KOps/s	$\color{#35bf28}+1.74\%$
test_nested_getitemleaf	81.3920μs	22.1711μs	45.1038 KOps/s	45.9617 KOps/s	$\color{#d91a1a}-1.87\%$
test_nested_getitem	49.3210μs	21.0529μs	47.4994 KOps/s	47.8894 KOps/s	$\color{#d91a1a}-0.81\%$
test_stacked_getitemleaf	45.9210μs	21.9790μs	45.4979 KOps/s	45.5896 KOps/s	$\color{#d91a1a}-0.20\%$
test_stacked_getitem	56.9710μs	21.1918μs	47.1881 KOps/s	48.2421 KOps/s	$\color{#d91a1a}-2.18\%$
test_lock_nested	0.5676ms	0.4722ms	2.1176 KOps/s	2.1059 KOps/s	$\color{#35bf28}+0.55\%$
test_lock_stack_nested	0.5467ms	0.4721ms	2.1182 KOps/s	2.0990 KOps/s	$\color{#35bf28}+0.91\%$
test_unlock_nested	0.4477ms	0.3828ms	2.6125 KOps/s	2.6113 KOps/s	$\color{#35bf28}+0.04\%$
test_unlock_stack_nested	0.4479ms	0.3795ms	2.6353 KOps/s	2.6026 KOps/s	$\color{#35bf28}+1.26\%$
test_flatten_speed	0.1676ms	0.1210ms	8.2661 KOps/s	8.1884 KOps/s	$\color{#35bf28}+0.95\%$
test_unflatten_speed	0.6520ms	0.5963ms	1.6771 KOps/s	1.6976 KOps/s	$\color{#d91a1a}-1.21\%$
test_common_ops	0.9577ms	0.7541ms	1.3260 KOps/s	1.3412 KOps/s	$\color{#d91a1a}-1.13\%$
test_creation	50.2510μs	2.7440μs	364.4269 KOps/s	363.6631 KOps/s	$\color{#35bf28}+0.21\%$
test_creation_empty	48.2900μs	8.9183μs	112.1286 KOps/s	111.4981 KOps/s	$\color{#35bf28}+0.57\%$
test_creation_nested_1	45.3710μs	12.1417μs	82.3609 KOps/s	83.0591 KOps/s	$\color{#d91a1a}-0.84\%$
test_creation_nested_2	41.8500μs	15.9086μs	62.8592 KOps/s	62.9599 KOps/s	$\color{#d91a1a}-0.16\%$
test_clone	45.9110μs	12.9926μs	76.9668 KOps/s	76.3221 KOps/s	$\color{#35bf28}+0.84\%$
test_getitem[int]	1.1523ms	14.1793μs	70.5254 KOps/s	68.5468 KOps/s	$\color{#35bf28}+2.89\%$
test_getitem[slice_int]	0.1545ms	28.2159μs	35.4410 KOps/s	33.6743 KOps/s	$\textbf{\color{#35bf28}+5.25\%}$
test_getitem[range]	0.1643ms	51.6009μs	19.3795 KOps/s	18.7200 KOps/s	$\color{#35bf28}+3.52\%$
test_getitem[tuple]	0.1445ms	24.1392μs	41.4264 KOps/s	39.7543 KOps/s	$\color{#35bf28}+4.21\%$
test_getitem[list]	0.1711ms	44.2219μs	22.6132 KOps/s	21.9203 KOps/s	$\color{#35bf28}+3.16\%$
test_setitem_dim[int]	46.2200μs	24.4786μs	40.8521 KOps/s	40.5474 KOps/s	$\color{#35bf28}+0.75\%$
test_setitem_dim[slice_int]	72.0910μs	49.1798μs	20.3336 KOps/s	19.9882 KOps/s	$\color{#35bf28}+1.73\%$
test_setitem_dim[range]	92.9010μs	69.1202μs	14.4675 KOps/s	13.9891 KOps/s	$\color{#35bf28}+3.42\%$
test_setitem_dim[tuple]	65.5710μs	42.2930μs	23.6446 KOps/s	23.5812 KOps/s	$\color{#35bf28}+0.27\%$
test_setitem	53.1510μs	17.9580μs	55.6855 KOps/s	56.8226 KOps/s	$\color{#d91a1a}-2.00\%$
test_set	45.8810μs	16.9262μs	59.0799 KOps/s	59.0098 KOps/s	$\color{#35bf28}+0.12\%$
test_set_shared	0.7133ms	0.2019ms	4.9537 KOps/s	4.9993 KOps/s	$\color{#d91a1a}-0.91\%$
test_update	0.4183ms	21.4368μs	46.6488 KOps/s	45.8098 KOps/s	$\color{#35bf28}+1.83\%$
test_update_nested	83.5110μs	34.4335μs	29.0415 KOps/s	28.2421 KOps/s	$\color{#35bf28}+2.83\%$
test_update__nested	0.4785ms	34.5425μs	28.9499 KOps/s	30.0784 KOps/s	$\color{#d91a1a}-3.75\%$
test_set_nested	60.3210μs	18.8501μs	53.0501 KOps/s	52.9091 KOps/s	$\color{#35bf28}+0.27\%$
test_set_nested_new	62.4510μs	23.8284μs	41.9666 KOps/s	42.3282 KOps/s	$\color{#d91a1a}-0.85\%$
test_select	78.0820μs	40.9398μs	24.4261 KOps/s	24.0730 KOps/s	$\color{#35bf28}+1.47\%$
test_select_nested	0.1295ms	74.2580μs	13.4666 KOps/s	13.3901 KOps/s	$\color{#35bf28}+0.57\%$
test_exclude_nested	0.1315ms	99.6445μs	10.0357 KOps/s	10.1809 KOps/s	$\color{#d91a1a}-1.43\%$
test_empty[True]	0.4932ms	0.4376ms	2.2854 KOps/s	2.3339 KOps/s	$\color{#d91a1a}-2.08\%$
test_empty[False]	24.2577μs	1.3479μs	741.9110 KOps/s	748.4252 KOps/s	$\color{#d91a1a}-0.87\%$
test_to	95.8710μs	68.0885μs	14.6868 KOps/s	14.3747 KOps/s	$\color{#35bf28}+2.17\%$
test_to_nonblocking	0.1118ms	59.8074μs	16.7203 KOps/s	16.0636 KOps/s	$\color{#35bf28}+4.09\%$
test_unbind_speed	0.3525ms	0.3252ms	3.0754 KOps/s	3.0664 KOps/s	$\color{#35bf28}+0.29\%$
test_unbind_speed_stack0	0.3784ms	0.3224ms	3.1016 KOps/s	3.0822 KOps/s	$\color{#35bf28}+0.63\%$
test_unbind_speed_stack1	97.6098ms	0.8672ms	1.1531 KOps/s	1.1363 KOps/s	$\color{#35bf28}+1.49\%$
test_split	97.5940ms	1.2876ms	776.6108 Ops/s	734.0956 Ops/s	$\textbf{\color{#35bf28}+5.79\%}$
test_chunk	97.2858ms	1.2470ms	801.9034 Ops/s	892.5312 Ops/s	$\textbf{\color{#d91a1a}-10.15\%}$
test_consolidate[False-None]	4.2069ms	3.9133ms	255.5369 Ops/s	232.8007 Ops/s	$\textbf{\color{#35bf28}+9.77\%}$
test_consolidate[default-None]	2.4011ms	2.1937ms	455.8609 Ops/s	435.0066 Ops/s	$\color{#35bf28}+4.79\%$
test_consolidate[reduce-overhead-None]	2.2978ms	2.1909ms	456.4372 Ops/s	433.6089 Ops/s	$\textbf{\color{#35bf28}+5.26\%}$
test_consolidate_njt[False-None]	9.0758ms	8.8877ms	112.5153 Ops/s	117.3580 Ops/s	$\color{#d91a1a}-4.13\%$
test_to[False-False-None]	2.1581ms	2.0673ms	483.7147 Ops/s	492.3819 Ops/s	$\color{#d91a1a}-1.76\%$
test_to[True-False-None]	2.1792ms	1.9340ms	517.0727 Ops/s	523.3989 Ops/s	$\color{#d91a1a}-1.21\%$
test_to[within-False-None]	6.2966ms	5.9927ms	166.8693 Ops/s	172.1882 Ops/s	$\color{#d91a1a}-3.09\%$
test_to[True-default-None]	7.1110ms	6.9865ms	143.1339 Ops/s	142.3756 Ops/s	$\color{#35bf28}+0.53\%$
test_to_njt[False-False-None]	8.6764ms	8.5197ms	117.3746 Ops/s	118.0319 Ops/s	$\color{#d91a1a}-0.56\%$
test_to_njt[True-False-None]	7.4546ms	7.3289ms	136.4458 Ops/s	139.1505 Ops/s	$\color{#d91a1a}-1.94\%$
test_to_njt[within-False-None]	16.3533ms	16.2569ms	61.5122 Ops/s	43.7586 Ops/s	$\textbf{\color{#35bf28}+40.57\%}$
test_creation[device0]	0.4072ms	0.1089ms	9.1796 KOps/s	9.1472 KOps/s	$\color{#35bf28}+0.35\%$
test_creation_from_tensor	0.4067ms	0.1115ms	8.9662 KOps/s	9.0893 KOps/s	$\color{#d91a1a}-1.35\%$
test_add_one[memmap_tensor0]	0.3377ms	6.7550μs	148.0395 KOps/s	153.3494 KOps/s	$\color{#d91a1a}-3.46\%$
test_contiguous[memmap_tensor0]	28.1710μs	0.8034μs	1.2447 MOps/s	1.7190 MOps/s	$\textbf{\color{#d91a1a}-27.60\%}$
test_stack[memmap_tensor0]	35.9500μs	4.9343μs	202.6616 KOps/s	210.9611 KOps/s	$\color{#d91a1a}-3.93\%$
test_memmaptd_index	1.1055ms	0.2922ms	3.4223 KOps/s	3.4701 KOps/s	$\color{#d91a1a}-1.38\%$
test_memmaptd_index_astensor	0.5408ms	0.3862ms	2.5893 KOps/s	2.6269 KOps/s	$\color{#d91a1a}-1.43\%$
test_memmaptd_index_op	0.7851ms	0.6229ms	1.6055 KOps/s	1.6230 KOps/s	$\color{#d91a1a}-1.08\%$
test_serialize_model	0.1309s	0.1300s	7.6911 Ops/s	7.6545 Ops/s	$\color{#35bf28}+0.48\%$
test_serialize_model_pickle	1.3659s	1.2141s	0.8237 Ops/s	0.8443 Ops/s	$\color{#d91a1a}-2.44\%$
test_serialize_weights	0.1295s	0.1289s	7.7576 Ops/s	7.7318 Ops/s	$\color{#35bf28}+0.33\%$
test_serialize_weights_returnearly	0.2405s	58.4036ms	17.1222 Ops/s	15.3998 Ops/s	$\textbf{\color{#35bf28}+11.18\%}$
test_serialize_weights_pickle	1.3749s	1.2149s	0.8231 Ops/s	0.8241 Ops/s	$\color{#d91a1a}-0.12\%$
test_reshape_pytree	0.3602ms	34.1503μs	29.2823 KOps/s	29.2168 KOps/s	$\color{#35bf28}+0.22\%$
test_reshape_td	96.7220μs	40.2791μs	24.8268 KOps/s	24.6665 KOps/s	$\color{#35bf28}+0.65\%$
test_view_pytree	0.2304ms	33.4194μs	29.9228 KOps/s	30.0193 KOps/s	$\color{#d91a1a}-0.32\%$
test_view_td	78.3320μs	48.0461μs	20.8133 KOps/s	19.6690 KOps/s	$\textbf{\color{#35bf28}+5.82\%}$
test_unbind_pytree	0.2400ms	37.6723μs	26.5447 KOps/s	26.2931 KOps/s	$\color{#35bf28}+0.96\%$
test_unbind_td	0.1630ms	50.5986μs	19.7634 KOps/s	19.4037 KOps/s	$\color{#35bf28}+1.85\%$
test_split_pytree	0.2527ms	44.5788μs	22.4322 KOps/s	21.3864 KOps/s	$\color{#35bf28}+4.89\%$
test_split_td	0.1958ms	70.0770μs	14.2700 KOps/s	14.5321 KOps/s	$\color{#d91a1a}-1.80\%$
test_add_pytree	0.1979ms	45.6051μs	21.9274 KOps/s	21.2619 KOps/s	$\color{#35bf28}+3.13\%$
test_add_td	0.1057ms	60.1159μs	16.6345 KOps/s	16.9722 KOps/s	$\color{#d91a1a}-1.99\%$
test_compile_add_one_nested[tensordict-compile]	0.2016ms	0.1388ms	7.2044 KOps/s	6.7100 KOps/s	$\textbf{\color{#35bf28}+7.37\%}$
test_compile_add_one_nested[tensordict-eager]	0.4068ms	0.1895ms	5.2767 KOps/s	5.2863 KOps/s	$\color{#d91a1a}-0.18\%$
test_compile_add_one_nested[pytree-compile]	0.1478ms	0.1081ms	9.2499 KOps/s	8.6878 KOps/s	$\textbf{\color{#35bf28}+6.47\%}$
test_compile_add_one_nested[pytree-eager]	0.3635ms	0.1800ms	5.5566 KOps/s	5.5301 KOps/s	$\color{#35bf28}+0.48\%$
test_compile_copy_nested[tensordict-compile]	62.6810μs	29.8278μs	33.5258 KOps/s	30.5630 KOps/s	$\textbf{\color{#35bf28}+9.69\%}$
test_compile_copy_nested[tensordict-eager]	96.0620μs	50.9171μs	19.6398 KOps/s	19.7243 KOps/s	$\color{#d91a1a}-0.43\%$
test_compile_copy_nested[pytree-compile]	57.2410μs	13.6571μs	73.2222 KOps/s	68.4856 KOps/s	$\textbf{\color{#35bf28}+6.92\%}$
test_compile_copy_nested[pytree-eager]	0.4128ms	75.6532μs	13.2182 KOps/s	13.1871 KOps/s	$\color{#35bf28}+0.24\%$
test_compile_add_one_flat[tensordict-compile]	0.2480ms	0.1635ms	6.1177 KOps/s	5.5636 KOps/s	$\textbf{\color{#35bf28}+9.96\%}$
test_compile_add_one_flat[tensordict-eager]	0.3246ms	0.2586ms	3.8671 KOps/s	3.8600 KOps/s	$\color{#35bf28}+0.18\%$
test_compile_add_one_flat[tensorclass-compile]	0.1520ms	0.1135ms	8.8131 KOps/s	8.4387 KOps/s	$\color{#35bf28}+4.44\%$
test_compile_add_one_flat[tensorclass-eager]	0.1344ms	68.7421μs	14.5471 KOps/s	14.5293 KOps/s	$\color{#35bf28}+0.12\%$
test_compile_add_one_flat[pytree-compile]	0.2005ms	0.1578ms	6.3370 KOps/s	6.0989 KOps/s	$\color{#35bf28}+3.90\%$
test_compile_add_one_flat[pytree-eager]	0.7452ms	0.5139ms	1.9458 KOps/s	1.9194 KOps/s	$\color{#35bf28}+1.38\%$
test_compile_add_self_flat[tensordict-eager]	0.4480ms	0.3126ms	3.1993 KOps/s	3.1988 KOps/s	$\color{#35bf28}+0.02\%$
test_compile_add_self_flat[tensordict-compile]	0.2034ms	0.1659ms	6.0285 KOps/s	5.8062 KOps/s	$\color{#35bf28}+3.83\%$
test_compile_add_self_flat[tensorclass-eager]	0.1549ms	84.0771μs	11.8939 KOps/s	11.8469 KOps/s	$\color{#35bf28}+0.40\%$
test_compile_add_self_flat[tensorclass-compile]	0.1763ms	0.1152ms	8.6811 KOps/s	8.4001 KOps/s	$\color{#35bf28}+3.34\%$
test_compile_add_self_flat[pytree-eager]	0.6157ms	0.4334ms	2.3076 KOps/s	2.2774 KOps/s	$\color{#35bf28}+1.32\%$
test_compile_add_self_flat[pytree-compile]	0.2080ms	0.1595ms	6.2694 KOps/s	6.0626 KOps/s	$\color{#35bf28}+3.41\%$
test_compile_copy_flat[tensordict-compile]	58.0310μs	22.9560μs	43.5616 KOps/s	41.3333 KOps/s	$\textbf{\color{#35bf28}+5.39\%}$
test_compile_copy_flat[tensordict-eager]	72.2310μs	41.8971μs	23.8680 KOps/s	24.3807 KOps/s	$\color{#d91a1a}-2.10\%$
test_compile_copy_flat[pytree-compile]	49.2700μs	19.5126μs	51.2488 KOps/s	49.4956 KOps/s	$\color{#35bf28}+3.54\%$
test_compile_copy_flat[pytree-eager]	0.3685ms	68.7026μs	14.5555 KOps/s	14.3757 KOps/s	$\color{#35bf28}+1.25\%$
test_compile_assign_and_add[tensordict-compile]	2.0053ms	0.5316ms	1.8811 KOps/s	1.8489 KOps/s	$\color{#35bf28}+1.74\%$
test_compile_assign_and_add[tensordict-eager]	3.2518ms	3.1508ms	317.3835 Ops/s	310.1776 Ops/s	$\color{#35bf28}+2.32\%$
test_compile_assign_and_add[pytree-compile]	1.9535ms	0.5163ms	1.9368 KOps/s	1.8461 KOps/s	$\color{#35bf28}+4.91\%$
test_compile_assign_and_add[pytree-eager]	2.9277ms	2.7878ms	358.7014 Ops/s	358.1482 Ops/s	$\color{#35bf28}+0.15\%$
test_compile_indexing[tensor-tensordict-compile]	0.2016ms	0.1305ms	7.6611 KOps/s	7.3975 KOps/s	$\color{#35bf28}+3.56\%$
test_compile_indexing[tensor-tensordict-eager]	0.2667ms	94.4012μs	10.5931 KOps/s	10.6563 KOps/s	$\color{#d91a1a}-0.59\%$
test_compile_indexing[tensor-tensorclass-compile]	0.1704ms	0.1224ms	8.1703 KOps/s	7.6835 KOps/s	$\textbf{\color{#35bf28}+6.34\%}$
test_compile_indexing[tensor-tensorclass-eager]	0.2709ms	80.1452μs	12.4774 KOps/s	11.9148 KOps/s	$\color{#35bf28}+4.72\%$
test_compile_indexing[tensor-pytree-compile]	0.1859ms	0.1241ms	8.0580 KOps/s	7.6572 KOps/s	$\textbf{\color{#35bf28}+5.23\%}$
test_compile_indexing[tensor-pytree-eager]	0.3192ms	80.2622μs	12.4592 KOps/s	11.7417 KOps/s	$\textbf{\color{#35bf28}+6.11\%}$
test_compile_indexing[slice-tensordict-compile]	0.1906ms	0.1185ms	8.4391 KOps/s	8.3751 KOps/s	$\color{#35bf28}+0.76\%$
test_compile_indexing[slice-tensordict-eager]	0.1931ms	26.0248μs	38.4248 KOps/s	37.5720 KOps/s	$\color{#35bf28}+2.27\%$
test_compile_indexing[slice-tensorclass-compile]	0.1520ms	0.1126ms	8.8814 KOps/s	8.6710 KOps/s	$\color{#35bf28}+2.43\%$
test_compile_indexing[slice-tensorclass-eager]	0.2093ms	23.3580μs	42.8119 KOps/s	42.8388 KOps/s	$\color{#d91a1a}-0.06\%$
test_compile_indexing[slice-pytree-compile]	0.1729ms	0.1133ms	8.8285 KOps/s	8.6373 KOps/s	$\color{#35bf28}+2.21\%$
test_compile_indexing[slice-pytree-eager]	0.2665ms	23.3870μs	42.7587 KOps/s	43.0167 KOps/s	$\color{#d91a1a}-0.60\%$
test_compile_indexing[int-tensordict-compile]	0.1674ms	0.1195ms	8.3655 KOps/s	8.3370 KOps/s	$\color{#35bf28}+0.34\%$
test_compile_indexing[int-tensordict-eager]	0.1993ms	27.2935μs	36.6388 KOps/s	37.4512 KOps/s	$\color{#d91a1a}-2.17\%$
test_compile_indexing[int-tensorclass-compile]	0.1757ms	0.1128ms	8.8649 KOps/s	8.6145 KOps/s	$\color{#35bf28}+2.91\%$
test_compile_indexing[int-tensorclass-eager]	0.2279ms	23.2889μs	42.9390 KOps/s	42.8180 KOps/s	$\color{#35bf28}+0.28\%$
test_compile_indexing[int-pytree-compile]	0.1531ms	0.1143ms	8.7505 KOps/s	8.4340 KOps/s	$\color{#35bf28}+3.75\%$
test_compile_indexing[int-pytree-eager]	0.2543ms	24.0473μs	41.5847 KOps/s	43.0981 KOps/s	$\color{#d91a1a}-3.51\%$
test_mod_add[eager]	0.1055ms	48.4693μs	20.6316 KOps/s	19.7134 KOps/s	$\color{#35bf28}+4.66\%$
test_mod_add[compile]	0.1496ms	94.3123μs	10.6031 KOps/s	9.5255 KOps/s	$\textbf{\color{#35bf28}+11.31\%}$
test_mod_add[compile-overhead]	0.3622ms	0.1891ms	5.2887 KOps/s	5.2180 KOps/s	$\color{#35bf28}+1.36\%$
test_mod_wrap[eager]	0.3712ms	0.2932ms	3.4102 KOps/s	3.1755 KOps/s	$\textbf{\color{#35bf28}+7.39\%}$
test_mod_wrap[compile]	0.4059ms	0.3372ms	2.9656 KOps/s	2.9268 KOps/s	$\color{#35bf28}+1.33\%$
test_mod_wrap[compile-overhead]	7.5744ms	4.1610ms	240.3240 Ops/s	244.4686 Ops/s	$\color{#d91a1a}-1.70\%$
test_mod_wrap_and_backward[eager]	1.6320ms	1.5240ms	656.1763 Ops/s	659.4620 Ops/s	$\color{#d91a1a}-0.50\%$
test_mod_wrap_and_backward[compile]	1.6688ms	1.4971ms	667.9700 Ops/s	662.2595 Ops/s	$\color{#35bf28}+0.86\%$
test_mod_wrap_and_backward[compile-overhead]	1.5036ms	1.0128ms	987.3267 Ops/s	919.7811 Ops/s	$\textbf{\color{#35bf28}+7.34\%}$
test_seq_add[eager]	0.2080ms	0.1526ms	6.5524 KOps/s	6.2536 KOps/s	$\color{#35bf28}+4.78\%$
test_seq_add[compile]	0.1476ms	0.1059ms	9.4423 KOps/s	8.8988 KOps/s	$\textbf{\color{#35bf28}+6.11\%}$
test_seq_add[compile-overhead]	0.2048ms	0.1426ms	7.0129 KOps/s	6.7802 KOps/s	$\color{#35bf28}+3.43\%$
test_seq_wrap[eager]	0.6072ms	0.5204ms	1.9217 KOps/s	1.8346 KOps/s	$\color{#35bf28}+4.75\%$
test_seq_wrap[compile]	0.4256ms	0.3559ms	2.8097 KOps/s	2.6810 KOps/s	$\color{#35bf28}+4.80\%$
test_seq_wrap[compile-overhead]	0.3261ms	0.2538ms	3.9400 KOps/s	3.9531 KOps/s	$\color{#d91a1a}-0.33\%$
test_func_call_runtime[False-eager]	1.0044ms	0.8448ms	1.1837 KOps/s	1.1222 KOps/s	$\textbf{\color{#35bf28}+5.47\%}$
test_func_call_runtime[False-compile]	0.9566ms	0.9040ms	1.1062 KOps/s	1.0679 KOps/s	$\color{#35bf28}+3.59\%$
test_func_call_runtime[False-compile-overhead]	0.5193ms	0.4176ms	2.3949 KOps/s	2.3856 KOps/s	$\color{#35bf28}+0.39\%$
test_func_call_runtime[True-eager]	1.1618ms	1.0813ms	924.7865 Ops/s	908.8353 Ops/s	$\color{#35bf28}+1.76\%$
test_func_call_runtime[True-compile]	1.0480ms	0.9257ms	1.0803 KOps/s	1.0196 KOps/s	$\textbf{\color{#35bf28}+5.95\%}$
test_func_call_runtime[True-compile-overhead]	0.4943ms	0.4374ms	2.2860 KOps/s	2.2618 KOps/s	$\color{#35bf28}+1.07\%$
test_func_call_cm_runtime[False-eager]	0.9887ms	0.8457ms	1.1824 KOps/s	1.1673 KOps/s	$\color{#35bf28}+1.30\%$
test_func_call_cm_runtime[False-compile]	0.9762ms	0.9117ms	1.0968 KOps/s	1.0461 KOps/s	$\color{#35bf28}+4.84\%$
test_func_call_cm_runtime[False-compile-overhead]	0.5034ms	0.4190ms	2.3868 KOps/s	2.3849 KOps/s	$\color{#35bf28}+0.08\%$
test_func_call_cm_runtime[True-eager]	1.3540ms	1.2326ms	811.2711 Ops/s	807.7839 Ops/s	$\color{#35bf28}+0.43\%$
test_func_call_cm_runtime[True-compile]	1.0975ms	0.9594ms	1.0423 KOps/s	1.0210 KOps/s	$\color{#35bf28}+2.09\%$
test_func_call_cm_runtime[True-compile-overhead]	0.5312ms	0.4698ms	2.1284 KOps/s	2.1221 KOps/s	$\color{#35bf28}+0.30\%$
test_vmap_func_call_cm_runtime[eager]	2.8142ms	2.3121ms	432.5121 Ops/s	429.4254 Ops/s	$\color{#35bf28}+0.72\%$
test_vmap_func_call_cm_runtime[compile]	1.0486ms	0.9774ms	1.0231 KOps/s	995.2215 Ops/s	$\color{#35bf28}+2.80\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.5392ms	0.4678ms	2.1378 KOps/s	2.1102 KOps/s	$\color{#35bf28}+1.31\%$
test_distributed	2.5872ms	0.1614ms	6.1963 KOps/s	6.5357 KOps/s	$\textbf{\color{#d91a1a}-5.19\%}$
test_tdmodule	0.6884ms	28.1632μs	35.5073 KOps/s	36.5989 KOps/s	$\color{#d91a1a}-2.98\%$
test_tdmodule_dispatch	72.2510μs	48.3008μs	20.7036 KOps/s	20.9620 KOps/s	$\color{#d91a1a}-1.23\%$
test_tdseq	47.4010μs	26.2628μs	38.0766 KOps/s	37.3130 KOps/s	$\color{#35bf28}+2.05\%$
test_tdseq_dispatch	71.3810μs	49.5396μs	20.1859 KOps/s	20.0388 KOps/s	$\color{#35bf28}+0.73\%$
test_instantiation_functorch	2.1817ms	2.0694ms	483.2358 Ops/s	487.2931 Ops/s	$\color{#d91a1a}-0.83\%$
test_exec_functorch	0.2345ms	0.1835ms	5.4482 KOps/s	5.4995 KOps/s	$\color{#d91a1a}-0.93\%$
test_exec_functional_call	0.2767ms	0.1647ms	6.0724 KOps/s	6.2102 KOps/s	$\color{#d91a1a}-2.22\%$
test_exec_td_decorator	0.4497ms	0.2385ms	4.1924 KOps/s	4.2474 KOps/s	$\color{#d91a1a}-1.30\%$
test_vmap_mlp_speed_decorator[True-True]	0.9227ms	0.7704ms	1.2981 KOps/s	1.2923 KOps/s	$\color{#35bf28}+0.45\%$
test_vmap_mlp_speed_decorator[True-False]	0.9198ms	0.7707ms	1.2976 KOps/s	1.2859 KOps/s	$\color{#35bf28}+0.90\%$
test_vmap_mlp_speed_decorator[False-True]	0.8285ms	0.6631ms	1.5080 KOps/s	1.4992 KOps/s	$\color{#35bf28}+0.58\%$
test_vmap_mlp_speed_decorator[False-False]	0.8034ms	0.6624ms	1.5097 KOps/s	1.5065 KOps/s	$\color{#35bf28}+0.21\%$
test_vmap_transformer_speed_decorator[True-True]	20.4677ms	20.3410ms	49.1619 Ops/s	48.9389 Ops/s	$\color{#35bf28}+0.46\%$
test_vmap_transformer_speed_decorator[True-False]	20.5175ms	20.3428ms	49.1573 Ops/s	48.8771 Ops/s	$\color{#35bf28}+0.57\%$
test_vmap_transformer_speed_decorator[False-True]	20.2771ms	20.1376ms	49.6583 Ops/s	49.3566 Ops/s	$\color{#35bf28}+0.61\%$
test_vmap_transformer_speed_decorator[False-False]	20.8718ms	20.1671ms	49.5858 Ops/s	49.3015 Ops/s	$\color{#35bf28}+0.58\%$
test_to_module_speed[True]	2.0114ms	1.4736ms	678.6173 Ops/s	676.1113 Ops/s	$\color{#35bf28}+0.37\%$
test_to_module_speed[False]	1.9563ms	1.4567ms	686.4691 Ops/s	688.1905 Ops/s	$\color{#d91a1a}-0.25\%$
test_tc_init	86.5020μs	51.9947μs	19.2327 KOps/s	19.4078 KOps/s	$\color{#d91a1a}-0.90\%$
test_tc_init_tensor_only	48.4800μs	15.1445μs	66.0307 KOps/s	66.8328 KOps/s	$\color{#d91a1a}-1.20\%$
test_tc_init_nested	0.1433ms	0.1030ms	9.7071 KOps/s	9.7966 KOps/s	$\color{#d91a1a}-0.91\%$
test_tc_first_layer_tensor	25.7500μs	1.7783μs	562.3235 KOps/s	562.0300 KOps/s	$\color{#35bf28}+0.05\%$
test_tc_first_layer_tensor_only	3.8201μs	0.6906μs	1.4479 MOps/s	1.4750 MOps/s	$\color{#d91a1a}-1.84\%$
test_tc_first_layer_tensor_set	40.3200μs	4.2221μs	236.8503 KOps/s	238.2442 KOps/s	$\color{#d91a1a}-0.59\%$
test_tc_first_layer_tensor_only_set	14.1700μs	3.0335μs	329.6534 KOps/s	336.8389 KOps/s	$\color{#d91a1a}-2.13\%$
test_tc_first_layer_nontensor	28.2700μs	5.9167μs	169.0137 KOps/s	171.3503 KOps/s	$\color{#d91a1a}-1.36\%$
test_tc_second_layer_tensor	36.9400μs	4.2824μs	233.5120 KOps/s	237.9182 KOps/s	$\color{#d91a1a}-1.85\%$
test_tc_second_layer_nontensor	72.0110μs	8.3575μs	119.6529 KOps/s	122.3977 KOps/s	$\color{#d91a1a}-2.24\%$
test_unbind	0.2488s	13.4206ms	74.5125 Ops/s	70.4754 Ops/s	$\textbf{\color{#35bf28}+5.73\%}$
test_full_like	4.6693ms	4.3786ms	228.3824 Ops/s	112.9975 Ops/s	$\textbf{\color{#35bf28}+102.11\%}$
test_zeros_like	5.0050ms	4.3760ms	228.5211 Ops/s	230.8509 Ops/s	$\color{#d91a1a}-1.01\%$
test_ones_like	4.9803ms	4.3839ms	228.1088 Ops/s	228.6355 Ops/s	$\color{#d91a1a}-0.23\%$
test_clone	6.5742ms	6.3939ms	156.3986 Ops/s	156.2706 Ops/s	$\color{#35bf28}+0.08\%$
test_squeeze	96.4620μs	14.5348μs	68.8003 KOps/s	69.2076 KOps/s	$\color{#d91a1a}-0.59\%$
test_unsqueeze	0.1553ms	0.1066ms	9.3826 KOps/s	9.4588 KOps/s	$\color{#d91a1a}-0.81\%$
test_split	0.2362ms	0.1832ms	5.4576 KOps/s	5.5469 KOps/s	$\color{#d91a1a}-1.61\%$
test_permute	0.2673ms	0.2124ms	4.7073 KOps/s	4.9203 KOps/s	$\color{#d91a1a}-4.33\%$
test_stack	50.6830ms	50.4218ms	19.8327 Ops/s	19.8612 Ops/s	$\color{#d91a1a}-0.14\%$
test_cat	42.4609ms	42.2161ms	23.6876 Ops/s	19.9493 Ops/s	$\textbf{\color{#35bf28}+18.74\%}$