[Tests] Skip deprecation warning tests on FB fbcode

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

Total Benchmarks: 217. Improved: $\large\color{#35bf28}9$. Worsened: $\large\color{#d91a1a}19$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	39.9240μs	18.3699μs	54.4368 KOps/s	54.0308 KOps/s	$\color{#35bf28}+0.75\%$
test_plain_set_stack_nested	45.8260μs	18.2413μs	54.8207 KOps/s	53.2733 KOps/s	$\color{#35bf28}+2.90\%$
test_plain_set_nested_inplace	40.3350μs	20.1710μs	49.5762 KOps/s	48.7044 KOps/s	$\color{#35bf28}+1.79\%$
test_plain_set_stack_nested_inplace	66.4140μs	19.7754μs	50.5679 KOps/s	48.5606 KOps/s	$\color{#35bf28}+4.13\%$
test_items	24.2750μs	4.2290μs	236.4631 KOps/s	233.9212 KOps/s	$\color{#35bf28}+1.09\%$
test_items_nested	0.5394ms	0.4010ms	2.4936 KOps/s	2.5222 KOps/s	$\color{#d91a1a}-1.13\%$
test_items_nested_locked	0.7297ms	0.4022ms	2.4860 KOps/s	2.5320 KOps/s	$\color{#d91a1a}-1.82\%$
test_items_nested_leaf	0.1112ms	71.7098μs	13.9451 KOps/s	14.0862 KOps/s	$\color{#d91a1a}-1.00\%$
test_items_stack_nested	0.4837ms	0.4033ms	2.4796 KOps/s	2.5346 KOps/s	$\color{#d91a1a}-2.17\%$
test_items_stack_nested_leaf	0.1546ms	74.1588μs	13.4846 KOps/s	13.5721 KOps/s	$\color{#d91a1a}-0.65\%$
test_items_stack_nested_locked	0.6035ms	0.4015ms	2.4905 KOps/s	2.5313 KOps/s	$\color{#d91a1a}-1.61\%$
test_keys	35.2960μs	3.4782μs	287.5041 KOps/s	288.2401 KOps/s	$\color{#d91a1a}-0.26\%$
test_keys_nested	0.2567ms	0.1365ms	7.3238 KOps/s	7.4814 KOps/s	$\color{#d91a1a}-2.11\%$
test_keys_nested_locked	1.7110ms	0.1412ms	7.0821 KOps/s	7.1242 KOps/s	$\color{#d91a1a}-0.59\%$
test_keys_nested_leaf	0.2237ms	0.1179ms	8.4849 KOps/s	8.6559 KOps/s	$\color{#d91a1a}-1.97\%$
test_keys_stack_nested	0.2168ms	0.1343ms	7.4455 KOps/s	7.4472 KOps/s	$\color{#d91a1a}-0.02\%$
test_keys_stack_nested_leaf	0.1670ms	0.1146ms	8.7257 KOps/s	8.6010 KOps/s	$\color{#35bf28}+1.45\%$
test_keys_stack_nested_locked	0.2900ms	0.1399ms	7.1499 KOps/s	7.1256 KOps/s	$\color{#35bf28}+0.34\%$
test_values	8.5780μs	1.0428μs	958.9769 KOps/s	962.5130 KOps/s	$\color{#d91a1a}-0.37\%$
test_values_nested	0.1062ms	54.9612μs	18.1947 KOps/s	18.1354 KOps/s	$\color{#35bf28}+0.33\%$
test_values_nested_locked	0.1101ms	54.6724μs	18.2908 KOps/s	18.3182 KOps/s	$\color{#d91a1a}-0.15\%$
test_values_nested_leaf	0.1189ms	59.3672μs	16.8443 KOps/s	16.5035 KOps/s	$\color{#35bf28}+2.07\%$
test_values_stack_nested	99.9570μs	56.5162μs	17.6940 KOps/s	17.8624 KOps/s	$\color{#d91a1a}-0.94\%$
test_values_stack_nested_leaf	0.1109ms	60.0265μs	16.6593 KOps/s	15.4143 KOps/s	$\textbf{\color{#35bf28}+8.08\%}$
test_values_stack_nested_locked	0.1050ms	56.5886μs	17.6714 KOps/s	17.9924 KOps/s	$\color{#d91a1a}-1.78\%$
test_membership	11.8320μs	0.8813μs	1.1347 MOps/s	1.1631 MOps/s	$\color{#d91a1a}-2.44\%$
test_membership_nested	34.7010μs	2.9130μs	343.2943 KOps/s	348.8559 KOps/s	$\color{#d91a1a}-1.59\%$
test_membership_nested_leaf	32.0800μs	2.8949μs	345.4410 KOps/s	341.7166 KOps/s	$\color{#35bf28}+1.09\%$
test_membership_stacked_nested	43.0000μs	2.8701μs	348.4213 KOps/s	347.2882 KOps/s	$\color{#35bf28}+0.33\%$
test_membership_stacked_nested_leaf	30.8070μs	2.9245μs	341.9422 KOps/s	345.3107 KOps/s	$\color{#d91a1a}-0.98\%$
test_membership_nested_last	36.0770μs	4.1885μs	238.7514 KOps/s	241.6311 KOps/s	$\color{#d91a1a}-1.19\%$
test_membership_nested_leaf_last	52.4780μs	4.1612μs	240.3138 KOps/s	239.7412 KOps/s	$\color{#35bf28}+0.24\%$
test_membership_stacked_nested_last	42.4890μs	13.4064μs	74.5910 KOps/s	209.2210 KOps/s	$\textbf{\color{#d91a1a}-64.35\%}$
test_membership_stacked_nested_leaf_last	66.3640μs	13.0915μs	76.3853 KOps/s	207.8900 KOps/s	$\textbf{\color{#d91a1a}-63.26\%}$
test_nested_getleaf	53.5400μs	10.7272μs	93.2213 KOps/s	93.8143 KOps/s	$\color{#d91a1a}-0.63\%$
test_nested_get	57.0460μs	10.3236μs	96.8651 KOps/s	97.8481 KOps/s	$\color{#d91a1a}-1.00\%$
test_stacked_getleaf	59.1800μs	10.7609μs	92.9288 KOps/s	92.8785 KOps/s	$\color{#35bf28}+0.05\%$
test_stacked_get	51.3460μs	10.2628μs	97.4395 KOps/s	98.9065 KOps/s	$\color{#d91a1a}-1.48\%$
test_nested_getitemleaf	54.4110μs	11.3841μs	87.8418 KOps/s	89.6896 KOps/s	$\color{#d91a1a}-2.06\%$
test_nested_getitem	39.0830μs	10.5577μs	94.7174 KOps/s	95.4708 KOps/s	$\color{#d91a1a}-0.79\%$
test_stacked_getitemleaf	62.0160μs	11.1689μs	89.5343 KOps/s	90.1469 KOps/s	$\color{#d91a1a}-0.68\%$
test_stacked_getitem	44.1030μs	10.3630μs	96.4969 KOps/s	94.8799 KOps/s	$\color{#35bf28}+1.70\%$
test_lock_nested	3.0045ms	0.4505ms	2.2198 KOps/s	2.2853 KOps/s	$\color{#d91a1a}-2.87\%$
test_lock_stack_nested	0.6175ms	0.4088ms	2.4462 KOps/s	2.4388 KOps/s	$\color{#35bf28}+0.30\%$
test_unlock_nested	1.1060ms	0.3648ms	2.7416 KOps/s	2.7761 KOps/s	$\color{#d91a1a}-1.25\%$
test_unlock_stack_nested	0.5710ms	0.3257ms	3.0706 KOps/s	3.0268 KOps/s	$\color{#35bf28}+1.45\%$
test_flatten_speed	0.1811ms	95.4945μs	10.4718 KOps/s	10.5961 KOps/s	$\color{#d91a1a}-1.17\%$
test_unflatten_speed	0.7085ms	0.4998ms	2.0010 KOps/s	2.0518 KOps/s	$\color{#d91a1a}-2.48\%$
test_common_ops	4.3448ms	0.8125ms	1.2307 KOps/s	1.2688 KOps/s	$\color{#d91a1a}-3.00\%$
test_creation	14.3260μs	2.0539μs	486.8715 KOps/s	480.5497 KOps/s	$\color{#35bf28}+1.32\%$
test_creation_empty	33.1420μs	11.6814μs	85.6065 KOps/s	80.3729 KOps/s	$\textbf{\color{#35bf28}+6.51\%}$
test_creation_nested_1	46.6670μs	14.8913μs	67.1531 KOps/s	64.1135 KOps/s	$\color{#35bf28}+4.74\%$
test_creation_nested_2	50.1040μs	19.0238μs	52.5656 KOps/s	51.0202 KOps/s	$\color{#35bf28}+3.03\%$
test_clone	67.2250μs	13.1790μs	75.8784 KOps/s	78.5852 KOps/s	$\color{#d91a1a}-3.44\%$
test_getitem[int]	1.2078ms	12.7339μs	78.5304 KOps/s	81.8125 KOps/s	$\color{#d91a1a}-4.01\%$
test_getitem[slice_int]	0.1635ms	24.7201μs	40.4530 KOps/s	42.4677 KOps/s	$\color{#d91a1a}-4.74\%$
test_getitem[range]	0.1708ms	49.1725μs	20.3366 KOps/s	21.4485 KOps/s	$\textbf{\color{#d91a1a}-5.18\%}$
test_getitem[tuple]	0.1377ms	20.4808μs	48.8263 KOps/s	52.0069 KOps/s	$\textbf{\color{#d91a1a}-6.12\%}$
test_getitem[list]	0.1698ms	43.7702μs	22.8466 KOps/s	23.5708 KOps/s	$\color{#d91a1a}-3.07\%$
test_setitem_dim[int]	50.1530μs	25.2120μs	39.6637 KOps/s	39.8231 KOps/s	$\color{#d91a1a}-0.40\%$
test_setitem_dim[slice_int]	94.0960μs	53.0067μs	18.8656 KOps/s	19.8151 KOps/s	$\color{#d91a1a}-4.79\%$
test_setitem_dim[range]	0.1319ms	74.7399μs	13.3797 KOps/s	13.7965 KOps/s	$\color{#d91a1a}-3.02\%$
test_setitem_dim[tuple]	70.9620μs	41.0521μs	24.3593 KOps/s	25.5074 KOps/s	$\color{#d91a1a}-4.50\%$
test_setitem	0.1088ms	21.0673μs	47.4670 KOps/s	50.1093 KOps/s	$\textbf{\color{#d91a1a}-5.27\%}$
test_set	80.6200μs	20.8487μs	47.9645 KOps/s	50.8420 KOps/s	$\textbf{\color{#d91a1a}-5.66\%}$
test_set_shared	1.1459ms	0.1690ms	5.9155 KOps/s	5.9844 KOps/s	$\color{#d91a1a}-1.15\%$
test_update	0.1315ms	23.1025μs	43.2853 KOps/s	44.0436 KOps/s	$\color{#d91a1a}-1.72\%$
test_update_nested	0.1137ms	33.3586μs	29.9773 KOps/s	30.6863 KOps/s	$\color{#d91a1a}-2.31\%$
test_update__nested	0.9836ms	32.1862μs	31.0692 KOps/s	32.0805 KOps/s	$\color{#d91a1a}-3.15\%$
test_set_nested	69.8400μs	22.8011μs	43.8576 KOps/s	47.2400 KOps/s	$\textbf{\color{#d91a1a}-7.16\%}$
test_set_nested_new	81.4220μs	27.6357μs	36.1850 KOps/s	38.3352 KOps/s	$\textbf{\color{#d91a1a}-5.61\%}$
test_select	0.1240ms	44.4094μs	22.5178 KOps/s	23.8894 KOps/s	$\textbf{\color{#d91a1a}-5.74\%}$
test_select_nested	0.1113ms	59.0024μs	16.9485 KOps/s	17.2259 KOps/s	$\color{#d91a1a}-1.61\%$
test_exclude_nested	0.1406ms	77.0358μs	12.9810 KOps/s	13.1382 KOps/s	$\color{#d91a1a}-1.20\%$
test_empty[True]	0.6939ms	0.3872ms	2.5825 KOps/s	2.6603 KOps/s	$\color{#d91a1a}-2.93\%$
test_empty[False]	11.4337μs	1.2054μs	829.5855 KOps/s	822.5157 KOps/s	$\color{#35bf28}+0.86\%$
test_unbind_speed	0.3635ms	0.2635ms	3.7946 KOps/s	3.8539 KOps/s	$\color{#d91a1a}-1.54\%$
test_unbind_speed_stack0	0.5302ms	0.2526ms	3.9593 KOps/s	3.9413 KOps/s	$\color{#35bf28}+0.46\%$
test_unbind_speed_stack1	0.1119s	0.7500ms	1.3333 KOps/s	1.4490 KOps/s	$\textbf{\color{#d91a1a}-7.98\%}$
test_split	1.7734ms	1.5620ms	640.1914 Ops/s	576.1230 Ops/s	$\textbf{\color{#35bf28}+11.12\%}$
test_chunk	0.1150s	1.9403ms	515.3967 Ops/s	575.2311 Ops/s	$\textbf{\color{#d91a1a}-10.40\%}$
test_consolidate_njt[False-None]	10.0422ms	8.0839ms	123.7028 Ops/s	123.2167 Ops/s	$\color{#35bf28}+0.39\%$
test_creation[device0]	0.2109ms	91.3441μs	10.9476 KOps/s	11.0501 KOps/s	$\color{#d91a1a}-0.93\%$
test_creation_from_tensor	3.6283ms	95.5099μs	10.4701 KOps/s	10.2207 KOps/s	$\color{#35bf28}+2.44\%$
test_add_one[memmap_tensor0]	0.1729ms	4.9581μs	201.6919 KOps/s	197.2967 KOps/s	$\color{#35bf28}+2.23\%$
test_contiguous[memmap_tensor0]	13.4260μs	0.5193μs	1.9256 MOps/s	1.9589 MOps/s	$\color{#d91a1a}-1.70\%$
test_stack[memmap_tensor0]	39.3830μs	3.3991μs	294.1949 KOps/s	297.5145 KOps/s	$\color{#d91a1a}-1.12\%$
test_memmaptd_index	1.1819ms	0.2373ms	4.2141 KOps/s	4.2712 KOps/s	$\color{#d91a1a}-1.34\%$
test_memmaptd_index_astensor	0.7844ms	0.3171ms	3.1531 KOps/s	3.2185 KOps/s	$\color{#d91a1a}-2.03\%$
test_memmaptd_index_op	1.0069ms	0.5945ms	1.6822 KOps/s	1.6767 KOps/s	$\color{#35bf28}+0.32\%$
test_serialize_model	0.1320s	0.1211s	8.2598 Ops/s	7.4107 Ops/s	$\textbf{\color{#35bf28}+11.46\%}$
test_serialize_model_pickle	0.4613s	0.4004s	2.4977 Ops/s	2.5436 Ops/s	$\color{#d91a1a}-1.80\%$
test_serialize_weights	0.1261s	0.1172s	8.5320 Ops/s	8.6332 Ops/s	$\color{#d91a1a}-1.17\%$
test_serialize_weights_returnearly	0.1727s	0.1597s	6.2610 Ops/s	6.4267 Ops/s	$\color{#d91a1a}-2.58\%$
test_serialize_weights_pickle	0.5581s	0.4417s	2.2641 Ops/s	2.4872 Ops/s	$\textbf{\color{#d91a1a}-8.97\%}$
test_serialize_weights_filesystem	0.1450s	0.1401s	7.1380 Ops/s	6.2786 Ops/s	$\textbf{\color{#35bf28}+13.69\%}$
test_serialize_model_filesystem	0.1581s	0.1487s	6.7266 Ops/s	6.5017 Ops/s	$\color{#35bf28}+3.46\%$
test_reshape_pytree	69.8400μs	26.1944μs	38.1760 KOps/s	38.0040 KOps/s	$\color{#35bf28}+0.45\%$
test_reshape_td	67.9970μs	33.8071μs	29.5796 KOps/s	31.5394 KOps/s	$\textbf{\color{#d91a1a}-6.21\%}$
test_view_pytree	86.2610μs	26.2015μs	38.1658 KOps/s	38.0473 KOps/s	$\color{#35bf28}+0.31\%$
test_view_td	0.1412ms	39.3926μs	25.3855 KOps/s	27.2716 KOps/s	$\textbf{\color{#d91a1a}-6.92\%}$
test_unbind_pytree	61.9960μs	29.7887μs	33.5697 KOps/s	33.9818 KOps/s	$\color{#d91a1a}-1.21\%$
test_unbind_td	0.3530ms	38.4827μs	25.9857 KOps/s	26.2661 KOps/s	$\color{#d91a1a}-1.07\%$
test_split_pytree	90.5050μs	29.1326μs	34.3258 KOps/s	33.9920 KOps/s	$\color{#35bf28}+0.98\%$
test_split_td	0.5610ms	45.0662μs	22.1896 KOps/s	22.8831 KOps/s	$\color{#d91a1a}-3.03\%$
test_add_pytree	85.2300μs	35.9917μs	27.7842 KOps/s	28.3220 KOps/s	$\color{#d91a1a}-1.90\%$
test_add_td	0.1337ms	57.6860μs	17.3352 KOps/s	17.7046 KOps/s	$\color{#d91a1a}-2.09\%$
test_compile_add_one_nested[tensordict-compile]	0.1365ms	64.4677μs	15.5116 KOps/s	15.9592 KOps/s	$\color{#d91a1a}-2.80\%$
test_compile_add_one_nested[tensordict-eager]	12.0546ms	0.1643ms	6.0862 KOps/s	6.1914 KOps/s	$\color{#d91a1a}-1.70\%$
test_compile_add_one_nested[pytree-compile]	0.1130ms	47.3371μs	21.1251 KOps/s	22.0205 KOps/s	$\color{#d91a1a}-4.07\%$
test_compile_add_one_nested[pytree-eager]	0.2988ms	0.1191ms	8.3959 KOps/s	8.5704 KOps/s	$\color{#d91a1a}-2.04\%$
test_compile_copy_nested[tensordict-compile]	62.3160μs	26.3607μs	37.9353 KOps/s	38.3803 KOps/s	$\color{#d91a1a}-1.16\%$
test_compile_copy_nested[tensordict-eager]	0.1232ms	53.9912μs	18.5215 KOps/s	18.4839 KOps/s	$\color{#35bf28}+0.20\%$
test_compile_copy_nested[pytree-compile]	0.1471ms	78.3872μs	12.7572 KOps/s	12.6623 KOps/s	$\color{#35bf28}+0.75\%$
test_compile_copy_nested[pytree-eager]	0.1335ms	67.9694μs	14.7125 KOps/s	14.7617 KOps/s	$\color{#d91a1a}-0.33\%$
test_compile_add_one_flat[tensordict-compile]	0.2420ms	0.1067ms	9.3719 KOps/s	9.6013 KOps/s	$\color{#d91a1a}-2.39\%$
test_compile_add_one_flat[tensordict-eager]	0.3640ms	0.1983ms	5.0420 KOps/s	5.0107 KOps/s	$\color{#35bf28}+0.62\%$
test_compile_add_one_flat[tensorclass-compile]	0.1208ms	45.5520μs	21.9529 KOps/s	22.5938 KOps/s	$\color{#d91a1a}-2.84\%$
test_compile_add_one_flat[tensorclass-eager]	0.4917ms	63.5002μs	15.7480 KOps/s	16.2084 KOps/s	$\color{#d91a1a}-2.84\%$
test_compile_add_one_flat[pytree-compile]	0.2409ms	0.1047ms	9.5534 KOps/s	9.7377 KOps/s	$\color{#d91a1a}-1.89\%$
test_compile_add_one_flat[pytree-eager]	0.2878ms	0.1986ms	5.0348 KOps/s	4.9553 KOps/s	$\color{#35bf28}+1.60\%$
test_compile_add_self_flat[tensordict-eager]	0.2966ms	0.2100ms	4.7614 KOps/s	4.7938 KOps/s	$\color{#d91a1a}-0.68\%$
test_compile_add_self_flat[tensordict-compile]	0.2276ms	0.1093ms	9.1455 KOps/s	9.5395 KOps/s	$\color{#d91a1a}-4.13\%$
test_compile_add_self_flat[tensorclass-eager]	0.2259ms	55.9798μs	17.8636 KOps/s	18.9271 KOps/s	$\textbf{\color{#d91a1a}-5.62\%}$
test_compile_add_self_flat[tensorclass-compile]	96.3600μs	47.1542μs	21.2070 KOps/s	21.5779 KOps/s	$\color{#d91a1a}-1.72\%$
test_compile_add_self_flat[pytree-eager]	0.6163ms	0.1569ms	6.3721 KOps/s	6.2494 KOps/s	$\color{#35bf28}+1.96\%$
test_compile_add_self_flat[pytree-compile]	0.1879ms	0.1067ms	9.3750 KOps/s	9.7564 KOps/s	$\color{#d91a1a}-3.91\%$
test_compile_copy_flat[tensordict-compile]	62.8980μs	21.1875μs	47.1977 KOps/s	47.2847 KOps/s	$\color{#d91a1a}-0.18\%$
test_compile_copy_flat[tensordict-eager]	0.1229ms	58.6847μs	17.0402 KOps/s	16.7225 KOps/s	$\color{#35bf28}+1.90\%$
test_compile_copy_flat[pytree-compile]	0.1529ms	78.8977μs	12.6746 KOps/s	12.2556 KOps/s	$\color{#35bf28}+3.42\%$
test_compile_copy_flat[pytree-eager]	0.1285ms	67.2524μs	14.8694 KOps/s	14.4814 KOps/s	$\color{#35bf28}+2.68\%$
test_compile_assign_and_add[tensordict-compile]	0.3490ms	0.2047ms	4.8863 KOps/s	4.8408 KOps/s	$\color{#35bf28}+0.94\%$
test_compile_assign_and_add[tensordict-eager]	1.7106ms	1.2959ms	771.6709 Ops/s	792.5105 Ops/s	$\color{#d91a1a}-2.63\%$
test_compile_assign_and_add[pytree-compile]	0.3891ms	0.2030ms	4.9271 KOps/s	4.9410 KOps/s	$\color{#d91a1a}-0.28\%$
test_compile_assign_and_add[pytree-eager]	0.8638ms	0.7692ms	1.3000 KOps/s	1.2859 KOps/s	$\color{#35bf28}+1.09\%$
test_compile_assign_and_add_stack[compile]	0.6056ms	0.4554ms	2.1957 KOps/s	2.1972 KOps/s	$\color{#d91a1a}-0.07\%$
test_compile_assign_and_add_stack[eager]	4.3364ms	2.6769ms	373.5734 Ops/s	375.6398 Ops/s	$\color{#d91a1a}-0.55\%$
test_compile_indexing[tensor-tensordict-compile]	0.1166ms	37.2706μs	26.8308 KOps/s	27.3072 KOps/s	$\color{#d91a1a}-1.74\%$
test_compile_indexing[tensor-tensordict-eager]	0.5429ms	33.1547μs	30.1617 KOps/s	30.7804 KOps/s	$\color{#d91a1a}-2.01\%$
test_compile_indexing[tensor-tensorclass-compile]	93.8950μs	29.8387μs	33.5135 KOps/s	34.8581 KOps/s	$\color{#d91a1a}-3.86\%$
test_compile_indexing[tensor-tensorclass-eager]	0.1042ms	23.1200μs	43.2526 KOps/s	43.9182 KOps/s	$\color{#d91a1a}-1.52\%$
test_compile_indexing[tensor-pytree-compile]	72.8650μs	30.0212μs	33.3098 KOps/s	33.9393 KOps/s	$\color{#d91a1a}-1.85\%$
test_compile_indexing[tensor-pytree-eager]	80.8610μs	23.4801μs	42.5892 KOps/s	43.0725 KOps/s	$\color{#d91a1a}-1.12\%$
test_compile_indexing[slice-tensordict-compile]	0.1083ms	51.0610μs	19.5844 KOps/s	19.3595 KOps/s	$\color{#35bf28}+1.16\%$
test_compile_indexing[slice-tensordict-eager]	0.5966ms	20.3262μs	49.1976 KOps/s	50.5643 KOps/s	$\color{#d91a1a}-2.70\%$
test_compile_indexing[slice-tensorclass-compile]	0.1247ms	43.9044μs	22.7768 KOps/s	22.5276 KOps/s	$\color{#35bf28}+1.11\%$
test_compile_indexing[slice-tensorclass-eager]	62.6670μs	18.4407μs	54.2278 KOps/s	52.7706 KOps/s	$\color{#35bf28}+2.76\%$
test_compile_indexing[slice-pytree-compile]	99.1150μs	44.5882μs	22.4275 KOps/s	22.0145 KOps/s	$\color{#35bf28}+1.88\%$
test_compile_indexing[slice-pytree-eager]	62.6170μs	18.6119μs	53.7291 KOps/s	52.8883 KOps/s	$\color{#35bf28}+1.59\%$
test_compile_indexing[int-tensordict-compile]	0.1378ms	53.2289μs	18.7868 KOps/s	18.7380 KOps/s	$\color{#35bf28}+0.26\%$
test_compile_indexing[int-tensordict-eager]	1.0171ms	20.0926μs	49.7695 KOps/s	50.3873 KOps/s	$\color{#d91a1a}-1.23\%$
test_compile_indexing[int-tensorclass-compile]	97.8420μs	44.2505μs	22.5986 KOps/s	22.4823 KOps/s	$\color{#35bf28}+0.52\%$
test_compile_indexing[int-tensorclass-eager]	63.4380μs	18.5354μs	53.9509 KOps/s	53.4517 KOps/s	$\color{#35bf28}+0.93\%$
test_compile_indexing[int-pytree-compile]	97.9930μs	44.4280μs	22.5083 KOps/s	22.2333 KOps/s	$\color{#35bf28}+1.24\%$
test_compile_indexing[int-pytree-eager]	67.7470μs	18.4058μs	54.3307 KOps/s	53.2115 KOps/s	$\color{#35bf28}+2.10\%$
test_mod_add[eager]	91.3910μs	35.2096μs	28.4013 KOps/s	28.1044 KOps/s	$\color{#35bf28}+1.06\%$
test_mod_add[compile]	0.1081ms	47.3117μs	21.1364 KOps/s	20.8210 KOps/s	$\color{#35bf28}+1.51\%$
test_mod_add[compile-overhead]	99.9570μs	46.7183μs	21.4049 KOps/s	20.6605 KOps/s	$\color{#35bf28}+3.60\%$
test_mod_wrap[eager]	0.3652ms	0.2248ms	4.4485 KOps/s	4.4251 KOps/s	$\color{#35bf28}+0.53\%$
test_mod_wrap[compile]	0.4396ms	0.2085ms	4.7973 KOps/s	4.7585 KOps/s	$\color{#35bf28}+0.82\%$
test_mod_wrap[compile-overhead]	0.4113ms	0.2065ms	4.8424 KOps/s	4.8049 KOps/s	$\color{#35bf28}+0.78\%$
test_mod_wrap_and_backward[eager]	17.7090ms	12.2698ms	81.5006 Ops/s	75.1033 Ops/s	$\textbf{\color{#35bf28}+8.52\%}$
test_mod_wrap_and_backward[compile]	17.2776ms	13.4619ms	74.2840 Ops/s	73.5251 Ops/s	$\color{#35bf28}+1.03\%$
test_mod_wrap_and_backward[compile-overhead]	23.2788ms	13.1413ms	76.0961 Ops/s	76.0696 Ops/s	$\color{#35bf28}+0.03\%$
test_seq_add[eager]	0.1890ms	0.1128ms	8.8628 KOps/s	8.6461 KOps/s	$\color{#35bf28}+2.51\%$
test_seq_add[compile]	0.1238ms	62.6916μs	15.9511 KOps/s	15.8339 KOps/s	$\color{#35bf28}+0.74\%$
test_seq_add[compile-overhead]	0.1291ms	59.1388μs	16.9094 KOps/s	16.2609 KOps/s	$\color{#35bf28}+3.99\%$
test_seq_wrap[eager]	0.8299ms	0.4447ms	2.2487 KOps/s	2.2128 KOps/s	$\color{#35bf28}+1.62\%$
test_seq_wrap[compile]	0.4029ms	0.2297ms	4.3532 KOps/s	4.2855 KOps/s	$\color{#35bf28}+1.58\%$
test_seq_wrap[compile-overhead]	0.4204ms	0.2277ms	4.3921 KOps/s	4.3319 KOps/s	$\color{#35bf28}+1.39\%$
test_func_call_runtime[False-eager]	0.7434ms	0.5445ms	1.8364 KOps/s	1.8001 KOps/s	$\color{#35bf28}+2.02\%$
test_func_call_runtime[False-compile]	0.5306ms	0.4291ms	2.3306 KOps/s	2.3684 KOps/s	$\color{#d91a1a}-1.60\%$
test_func_call_runtime[False-compile-overhead]	0.7945ms	0.4306ms	2.3223 KOps/s	2.3548 KOps/s	$\color{#d91a1a}-1.38\%$
test_func_call_runtime[True-eager]	1.5981ms	0.7501ms	1.3332 KOps/s	1.3105 KOps/s	$\color{#35bf28}+1.73\%$
test_func_call_runtime[True-compile]	0.7392ms	0.4656ms	2.1478 KOps/s	2.1283 KOps/s	$\color{#35bf28}+0.92\%$
test_func_call_runtime[True-compile-overhead]	0.5668ms	0.4651ms	2.1500 KOps/s	2.1222 KOps/s	$\color{#35bf28}+1.31\%$
test_func_call_cm_runtime[False-eager]	0.8955ms	0.5455ms	1.8333 KOps/s	1.8320 KOps/s	$\color{#35bf28}+0.07\%$
test_func_call_cm_runtime[False-compile]	0.7699ms	0.4289ms	2.3314 KOps/s	2.3356 KOps/s	$\color{#d91a1a}-0.18\%$
test_func_call_cm_runtime[False-compile-overhead]	0.8975ms	0.4273ms	2.3405 KOps/s	2.3351 KOps/s	$\color{#35bf28}+0.23\%$
test_func_call_cm_runtime[True-eager]	1.0358ms	0.8889ms	1.1249 KOps/s	1.0979 KOps/s	$\color{#35bf28}+2.46\%$
test_func_call_cm_runtime[True-compile]	0.8772ms	0.4922ms	2.0317 KOps/s	2.0210 KOps/s	$\color{#35bf28}+0.53\%$
test_func_call_cm_runtime[True-compile-overhead]	0.5986ms	0.4915ms	2.0348 KOps/s	2.0162 KOps/s	$\color{#35bf28}+0.92\%$
test_vmap_func_call_cm_runtime[eager]	2.6776ms	1.8665ms	535.7478 Ops/s	524.9593 Ops/s	$\color{#35bf28}+2.06\%$
test_vmap_func_call_cm_runtime[compile]	0.8918ms	0.5193ms	1.9256 KOps/s	1.9243 KOps/s	$\color{#35bf28}+0.06\%$
test_vmap_func_call_cm_runtime[compile-overhead]	1.0558ms	0.5287ms	1.8914 KOps/s	1.9267 KOps/s	$\color{#d91a1a}-1.83\%$
test_distributed	0.2221ms	0.1266ms	7.9016 KOps/s	7.7515 KOps/s	$\color{#35bf28}+1.94\%$
test_tdmodule	87.3430μs	25.4763μs	39.2522 KOps/s	36.7552 KOps/s	$\textbf{\color{#35bf28}+6.79\%}$
test_tdmodule_dispatch	85.7300μs	46.3240μs	21.5871 KOps/s	20.0633 KOps/s	$\textbf{\color{#35bf28}+7.59\%}$
test_tdseq	51.0960μs	26.2668μs	38.0708 KOps/s	36.6547 KOps/s	$\color{#35bf28}+3.86\%$
test_tdseq_dispatch	82.5240μs	49.7056μs	20.1185 KOps/s	19.1253 KOps/s	$\textbf{\color{#35bf28}+5.19\%}$
test_instantiation_functorch	2.4193ms	1.5527ms	644.0463 Ops/s	638.5479 Ops/s	$\color{#35bf28}+0.86\%$
test_exec_functorch	0.3135ms	0.1833ms	5.4545 KOps/s	5.5539 KOps/s	$\color{#d91a1a}-1.79\%$
test_exec_functional_call	0.2811ms	0.1716ms	5.8265 KOps/s	5.8200 KOps/s	$\color{#35bf28}+0.11\%$
test_exec_td_decorator	0.5060ms	0.2317ms	4.3159 KOps/s	4.3076 KOps/s	$\color{#35bf28}+0.19\%$
test_vmap_mlp_speed_decorator[True-True]	1.0071ms	0.6711ms	1.4901 KOps/s	1.4923 KOps/s	$\color{#d91a1a}-0.15\%$
test_vmap_mlp_speed_decorator[True-False]	0.8590ms	0.6463ms	1.5472 KOps/s	1.5302 KOps/s	$\color{#35bf28}+1.11\%$
test_vmap_mlp_speed_decorator[False-True]	0.6886ms	0.5187ms	1.9280 KOps/s	1.8930 KOps/s	$\color{#35bf28}+1.85\%$
test_vmap_mlp_speed_decorator[False-False]	0.8260ms	0.5223ms	1.9145 KOps/s	1.8874 KOps/s	$\color{#35bf28}+1.43\%$
test_to_module_speed[True]	1.4275ms	1.2689ms	788.0788 Ops/s	773.0217 Ops/s	$\color{#35bf28}+1.95\%$
test_to_module_speed[False]	1.7182ms	1.2411ms	805.7153 Ops/s	797.1555 Ops/s	$\color{#35bf28}+1.07\%$
test_tc_init	83.6460μs	48.0804μs	20.7985 KOps/s	21.5787 KOps/s	$\color{#d91a1a}-3.62\%$
test_tc_init_nested	0.1421ms	97.4340μs	10.2634 KOps/s	10.7809 KOps/s	$\color{#d91a1a}-4.80\%$
test_tc_first_layer_tensor	49.3680μs	1.5039μs	664.9180 KOps/s	644.9792 KOps/s	$\color{#35bf28}+3.09\%$
test_tc_first_layer_nontensor	23.6040μs	4.6728μs	214.0034 KOps/s	214.7428 KOps/s	$\color{#d91a1a}-0.34\%$
test_tc_second_layer_tensor	23.4740μs	2.7983μs	357.3586 KOps/s	354.9637 KOps/s	$\color{#35bf28}+0.67\%$
test_tc_second_layer_nontensor	23.0230μs	6.0139μs	166.2814 KOps/s	166.0140 KOps/s	$\color{#35bf28}+0.16\%$
test_unbind	0.2268s	13.2596ms	75.4169 Ops/s	76.2390 Ops/s	$\color{#d91a1a}-1.08\%$
test_full_like	15.9520ms	13.5961ms	73.5506 Ops/s	124.6884 Ops/s	$\textbf{\color{#d91a1a}-41.01\%}$
test_zeros_like	15.6117ms	7.7675ms	128.7408 Ops/s	323.5209 Ops/s	$\textbf{\color{#d91a1a}-60.21\%}$
test_ones_like	13.4488ms	8.1621ms	122.5181 Ops/s	288.6180 Ops/s	$\textbf{\color{#d91a1a}-57.55\%}$
test_clone	12.6356ms	10.0526ms	99.4768 Ops/s	173.1938 Ops/s	$\textbf{\color{#d91a1a}-42.56\%}$
test_squeeze	59.4710μs	11.6620μs	85.7487 KOps/s	86.2377 KOps/s	$\color{#d91a1a}-0.57\%$
test_unsqueeze	0.2831ms	89.4672μs	11.1773 KOps/s	11.5619 KOps/s	$\color{#d91a1a}-3.33\%$
test_split	0.3207ms	0.1939ms	5.1585 KOps/s	5.2205 KOps/s	$\color{#d91a1a}-1.19\%$
test_permute	0.4433ms	0.2227ms	4.4908 KOps/s	4.6972 KOps/s	$\color{#d91a1a}-4.39\%$
test_stack	33.6165ms	27.7447ms	36.0429 Ops/s	36.3084 Ops/s	$\color{#d91a1a}-0.73\%$
test_cat	31.1772ms	27.5181ms	36.3398 Ops/s	36.6274 Ops/s	$\color{#d91a1a}-0.79\%$

[github-actions]

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

Total Benchmarks: 229. Improved: $\large\color{#35bf28}37$. Worsened: $\large\color{#d91a1a}16$.

Expand to view detailed results

Name	Max	Mean	Ops	Ops on Repo HEAD	Change
test_plain_set_nested	37.5920μs	10.9931μs	90.9663 KOps/s	96.5287 KOps/s	$\textbf{\color{#d91a1a}-5.76\%}$
test_plain_set_stack_nested	37.3720μs	10.9843μs	91.0393 KOps/s	96.3851 KOps/s	$\textbf{\color{#d91a1a}-5.55\%}$
test_plain_set_nested_inplace	45.5530μs	11.8502μs	84.3865 KOps/s	88.5236 KOps/s	$\color{#d91a1a}-4.67\%$
test_plain_set_stack_nested_inplace	44.9630μs	11.8788μs	84.1836 KOps/s	88.9868 KOps/s	$\textbf{\color{#d91a1a}-5.40\%}$
test_items	35.5320μs	2.8960μs	345.3049 KOps/s	341.9895 KOps/s	$\color{#35bf28}+0.97\%$
test_items_nested	0.4223ms	0.3529ms	2.8339 KOps/s	2.8034 KOps/s	$\color{#35bf28}+1.09\%$
test_items_nested_locked	0.5236ms	0.3531ms	2.8318 KOps/s	2.7489 KOps/s	$\color{#35bf28}+3.01\%$
test_items_nested_leaf	0.2103ms	58.0282μs	17.2330 KOps/s	17.0753 KOps/s	$\color{#35bf28}+0.92\%$
test_items_stack_nested	0.4091ms	0.3552ms	2.8155 KOps/s	2.7980 KOps/s	$\color{#35bf28}+0.62\%$
test_items_stack_nested_leaf	0.1134ms	59.4139μs	16.8311 KOps/s	16.8892 KOps/s	$\color{#d91a1a}-0.34\%$
test_items_stack_nested_locked	0.4564ms	0.3561ms	2.8082 KOps/s	2.7760 KOps/s	$\color{#35bf28}+1.16\%$
test_keys	29.2120μs	3.4438μs	290.3754 KOps/s	285.0213 KOps/s	$\color{#35bf28}+1.88\%$
test_keys_nested	0.1291ms	69.7550μs	14.3359 KOps/s	14.0981 KOps/s	$\color{#35bf28}+1.69\%$
test_keys_nested_locked	0.6954ms	75.4073μs	13.2613 KOps/s	13.1227 KOps/s	$\color{#35bf28}+1.06\%$
test_keys_nested_leaf	90.7340μs	61.2490μs	16.3268 KOps/s	16.1587 KOps/s	$\color{#35bf28}+1.04\%$
test_keys_stack_nested	0.1079ms	70.9312μs	14.0982 KOps/s	13.9991 KOps/s	$\color{#35bf28}+0.71\%$
test_keys_stack_nested_leaf	99.8550μs	62.3266μs	16.0445 KOps/s	16.0285 KOps/s	$\color{#35bf28}+0.10\%$
test_keys_stack_nested_locked	0.2196ms	75.7899μs	13.1944 KOps/s	12.9958 KOps/s	$\color{#35bf28}+1.53\%$
test_values	7.0787μs	0.8405μs	1.1898 MOps/s	1.1746 MOps/s	$\color{#35bf28}+1.30\%$
test_values_nested	97.0450μs	31.1803μs	32.0715 KOps/s	32.0915 KOps/s	$\color{#d91a1a}-0.06\%$
test_values_nested_locked	68.3330μs	32.7247μs	30.5580 KOps/s	30.4168 KOps/s	$\color{#35bf28}+0.46\%$
test_values_nested_leaf	65.4940μs	33.6257μs	29.7391 KOps/s	29.6890 KOps/s	$\color{#35bf28}+0.17\%$
test_values_stack_nested	0.1389ms	31.9601μs	31.2890 KOps/s	31.5594 KOps/s	$\color{#d91a1a}-0.86\%$
test_values_stack_nested_leaf	69.2140μs	34.1115μs	29.3157 KOps/s	29.0610 KOps/s	$\color{#35bf28}+0.88\%$
test_values_stack_nested_locked	0.1006ms	33.2897μs	30.0393 KOps/s	30.0941 KOps/s	$\color{#d91a1a}-0.18\%$
test_membership	2.1786μs	0.5101μs	1.9604 MOps/s	1.9913 MOps/s	$\color{#d91a1a}-1.55\%$
test_membership_nested	25.4720μs	2.0559μs	486.4110 KOps/s	491.0199 KOps/s	$\color{#d91a1a}-0.94\%$
test_membership_nested_leaf	35.5215μs	1.9971μs	500.7272 KOps/s	486.5386 KOps/s	$\color{#35bf28}+2.92\%$
test_membership_stacked_nested	54.5820μs	2.0563μs	486.3175 KOps/s	479.4191 KOps/s	$\color{#35bf28}+1.44\%$
test_membership_stacked_nested_leaf	38.9120μs	2.0723μs	482.5537 KOps/s	468.5837 KOps/s	$\color{#35bf28}+2.98\%$
test_membership_nested_last	36.6010μs	2.9854μs	334.9597 KOps/s	327.9673 KOps/s	$\color{#35bf28}+2.13\%$
test_membership_nested_leaf_last	0.1726ms	3.0186μs	331.2763 KOps/s	332.1810 KOps/s	$\color{#d91a1a}-0.27\%$
test_membership_stacked_nested_last	32.6220μs	3.3904μs	294.9532 KOps/s	331.3436 KOps/s	$\textbf{\color{#d91a1a}-10.98\%}$
test_membership_stacked_nested_leaf_last	59.4330μs	3.3832μs	295.5791 KOps/s	335.0125 KOps/s	$\textbf{\color{#d91a1a}-11.77\%}$
test_nested_getleaf	0.1946ms	6.1095μs	163.6805 KOps/s	163.1137 KOps/s	$\color{#35bf28}+0.35\%$
test_nested_get	64.6030μs	5.7948μs	172.5672 KOps/s	170.2109 KOps/s	$\color{#35bf28}+1.38\%$
test_stacked_getleaf	37.1620μs	6.0984μs	163.9772 KOps/s	162.5275 KOps/s	$\color{#35bf28}+0.89\%$
test_stacked_get	42.1920μs	5.8013μs	172.3759 KOps/s	170.7037 KOps/s	$\color{#35bf28}+0.98\%$
test_nested_getitemleaf	34.1320μs	6.1980μs	161.3422 KOps/s	160.2595 KOps/s	$\color{#35bf28}+0.68\%$
test_nested_getitem	39.2910μs	5.8870μs	169.8669 KOps/s	168.2028 KOps/s	$\color{#35bf28}+0.99\%$
test_stacked_getitemleaf	35.5410μs	6.2111μs	161.0026 KOps/s	160.5718 KOps/s	$\color{#35bf28}+0.27\%$
test_stacked_getitem	40.1510μs	5.8576μs	170.7183 KOps/s	168.3641 KOps/s	$\color{#35bf28}+1.40\%$
test_lock_nested	9.6581ms	0.3788ms	2.6396 KOps/s	2.6557 KOps/s	$\color{#d91a1a}-0.60\%$
test_lock_stack_nested	0.4377ms	0.3388ms	2.9519 KOps/s	2.9235 KOps/s	$\color{#35bf28}+0.97\%$
test_unlock_nested	0.6064ms	0.3076ms	3.2514 KOps/s	3.2138 KOps/s	$\color{#35bf28}+1.17\%$
test_unlock_stack_nested	0.3636ms	0.2746ms	3.6411 KOps/s	3.5488 KOps/s	$\color{#35bf28}+2.60\%$
test_flatten_speed	0.1091ms	74.4149μs	13.4382 KOps/s	13.3599 KOps/s	$\color{#35bf28}+0.59\%$
test_unflatten_speed	0.3644ms	0.3055ms	3.2735 KOps/s	3.2302 KOps/s	$\color{#35bf28}+1.34\%$
test_common_ops	1.6532ms	0.6056ms	1.6512 KOps/s	1.6592 KOps/s	$\color{#d91a1a}-0.48\%$
test_creation	0.1822ms	1.4660μs	682.1240 KOps/s	677.2260 KOps/s	$\color{#35bf28}+0.72\%$
test_creation_empty	34.1120μs	8.1474μs	122.7384 KOps/s	144.8755 KOps/s	$\textbf{\color{#d91a1a}-15.28\%}$
test_creation_nested_1	41.0020μs	9.6861μs	103.2403 KOps/s	118.7688 KOps/s	$\textbf{\color{#d91a1a}-13.07\%}$
test_creation_nested_2	92.5540μs	12.5548μs	79.6508 KOps/s	90.2239 KOps/s	$\textbf{\color{#d91a1a}-11.72\%}$
test_clone	55.7220μs	10.3167μs	96.9306 KOps/s	87.0321 KOps/s	$\textbf{\color{#35bf28}+11.37\%}$
test_getitem[int]	93.8656ms	15.7280μs	63.5808 KOps/s	89.7817 KOps/s	$\textbf{\color{#d91a1a}-29.18\%}$
test_getitem[slice_int]	0.1596ms	20.5780μs	48.5956 KOps/s	44.2465 KOps/s	$\textbf{\color{#35bf28}+9.83\%}$
test_getitem[range]	0.1370ms	38.2237μs	26.1618 KOps/s	25.5808 KOps/s	$\color{#35bf28}+2.27\%$
test_getitem[tuple]	0.1228ms	18.0869μs	55.2886 KOps/s	52.2476 KOps/s	$\textbf{\color{#35bf28}+5.82\%}$
test_getitem[list]	0.1853ms	33.0619μs	30.2463 KOps/s	28.4520 KOps/s	$\textbf{\color{#35bf28}+6.31\%}$
test_setitem_dim[int]	45.4620μs	18.3719μs	54.4309 KOps/s	48.9508 KOps/s	$\textbf{\color{#35bf28}+11.20\%}$
test_setitem_dim[slice_int]	61.8130μs	38.5161μs	25.9632 KOps/s	24.5915 KOps/s	$\textbf{\color{#35bf28}+5.58\%}$
test_setitem_dim[range]	83.8340μs	53.2240μs	18.7885 KOps/s	17.9736 KOps/s	$\color{#35bf28}+4.53\%$
test_setitem_dim[tuple]	55.0320μs	31.7572μs	31.4889 KOps/s	28.7458 KOps/s	$\textbf{\color{#35bf28}+9.54\%}$
test_setitem	94.0140μs	14.9200μs	67.0243 KOps/s	63.3214 KOps/s	$\textbf{\color{#35bf28}+5.85\%}$
test_set	88.8850μs	14.4709μs	69.1042 KOps/s	65.5536 KOps/s	$\textbf{\color{#35bf28}+5.42\%}$
test_set_shared	1.7132ms	0.1467ms	6.8170 KOps/s	6.7324 KOps/s	$\color{#35bf28}+1.26\%$
test_update	0.6290ms	17.4288μs	57.3763 KOps/s	56.9868 KOps/s	$\color{#35bf28}+0.68\%$
test_update_nested	89.6740μs	22.4548μs	44.5338 KOps/s	43.4415 KOps/s	$\color{#35bf28}+2.51\%$
test_update__nested	0.4133ms	24.2688μs	41.2051 KOps/s	39.0560 KOps/s	$\textbf{\color{#35bf28}+5.50\%}$
test_set_nested	75.5140μs	15.6557μs	63.8745 KOps/s	60.1423 KOps/s	$\textbf{\color{#35bf28}+6.21\%}$
test_set_nested_new	0.1137ms	17.8287μs	56.0892 KOps/s	52.4214 KOps/s	$\textbf{\color{#35bf28}+7.00\%}$
test_select	96.0450μs	29.7427μs	33.6217 KOps/s	32.1513 KOps/s	$\color{#35bf28}+4.57\%$
test_select_nested	73.2040μs	41.5992μs	24.0389 KOps/s	23.6123 KOps/s	$\color{#35bf28}+1.81\%$
test_exclude_nested	99.2950μs	60.9454μs	16.4081 KOps/s	15.9898 KOps/s	$\color{#35bf28}+2.62\%$
test_empty[True]	0.3265ms	0.2718ms	3.6787 KOps/s	3.6060 KOps/s	$\color{#35bf28}+2.02\%$
test_empty[False]	3.4152μs	0.7433μs	1.3454 MOps/s	1.3488 MOps/s	$\color{#d91a1a}-0.25\%$
test_to	86.8050μs	54.7441μs	18.2668 KOps/s	17.3173 KOps/s	$\textbf{\color{#35bf28}+5.48\%}$
test_to_nonblocking	0.1967ms	46.0037μs	21.7374 KOps/s	20.9192 KOps/s	$\color{#35bf28}+3.91\%$
test_unbind_speed	1.5972ms	0.2332ms	4.2883 KOps/s	4.2644 KOps/s	$\color{#35bf28}+0.56\%$
test_unbind_speed_stack0	0.2891ms	0.2307ms	4.3345 KOps/s	4.2251 KOps/s	$\color{#35bf28}+2.59\%$
test_unbind_speed_stack1	93.0565ms	0.6455ms	1.5492 KOps/s	1.5238 KOps/s	$\color{#35bf28}+1.66\%$
test_split	94.9839ms	1.5806ms	632.6910 Ops/s	606.2921 Ops/s	$\color{#35bf28}+4.35\%$
test_chunk	98.3910ms	1.7321ms	577.3426 Ops/s	597.5116 Ops/s	$\color{#d91a1a}-3.38\%$
test_consolidate[False-None]	3.0173ms	2.6693ms	374.6313 Ops/s	341.9527 Ops/s	$\textbf{\color{#35bf28}+9.56\%}$
test_consolidate[default-None]	1.8237ms	1.6847ms	593.5631 Ops/s	575.6733 Ops/s	$\color{#35bf28}+3.11\%$
test_consolidate[reduce-overhead-None]	1.9314ms	1.7332ms	576.9681 Ops/s	557.2343 Ops/s	$\color{#35bf28}+3.54\%$
test_consolidate_njt[False-None]	7.1479ms	6.7413ms	148.3393 Ops/s	146.7488 Ops/s	$\color{#35bf28}+1.08\%$
test_to[False-False-None]	1.9469ms	1.7003ms	588.1257 Ops/s	574.6049 Ops/s	$\color{#35bf28}+2.35\%$
test_to[True-False-None]	1.5457ms	1.3115ms	762.4796 Ops/s	727.5157 Ops/s	$\color{#35bf28}+4.81\%$
test_to[within-False-None]	0.2991s	5.3349ms	187.4445 Ops/s	237.5039 Ops/s	$\textbf{\color{#d91a1a}-21.08\%}$
test_to[True-default-None]	5.7557ms	5.4515ms	183.4355 Ops/s	176.7180 Ops/s	$\color{#35bf28}+3.80\%$
test_to_njt[False-False-None]	7.6955ms	7.4426ms	134.3615 Ops/s	136.4130 Ops/s	$\color{#d91a1a}-1.50\%$
test_to_njt[True-False-None]	6.1482ms	5.9390ms	168.3774 Ops/s	166.1982 Ops/s	$\color{#35bf28}+1.31\%$
test_to_njt[within-False-None]	13.1993ms	12.8586ms	77.7692 Ops/s	75.6799 Ops/s	$\color{#35bf28}+2.76\%$
test_creation[device0]	0.4531ms	83.5888μs	11.9633 KOps/s	11.6184 KOps/s	$\color{#35bf28}+2.97\%$
test_creation_from_tensor	0.5446ms	84.2287μs	11.8724 KOps/s	11.4810 KOps/s	$\color{#35bf28}+3.41\%$
test_add_one[memmap_tensor0]	0.4858ms	6.8670μs	145.6238 KOps/s	136.7177 KOps/s	$\textbf{\color{#35bf28}+6.51\%}$
test_contiguous[memmap_tensor0]	2.1341μs	0.4085μs	2.4478 MOps/s	2.4051 MOps/s	$\color{#35bf28}+1.78\%$
test_stack[memmap_tensor0]	0.1570ms	4.3594μs	229.3874 KOps/s	204.5980 KOps/s	$\textbf{\color{#35bf28}+12.12\%}$
test_memmaptd_index	2.0293ms	0.2528ms	3.9549 KOps/s	3.8318 KOps/s	$\color{#35bf28}+3.21\%$
test_memmaptd_index_astensor	0.8965ms	0.3091ms	3.2349 KOps/s	3.1401 KOps/s	$\color{#35bf28}+3.02\%$
test_memmaptd_index_op	1.1504ms	0.5909ms	1.6924 KOps/s	1.6612 KOps/s	$\color{#35bf28}+1.88\%$
test_serialize_model	0.1322s	0.1308s	7.6424 Ops/s	7.6258 Ops/s	$\color{#35bf28}+0.22\%$
test_serialize_model_pickle	1.3482s	1.2117s	0.8253 Ops/s	0.8443 Ops/s	$\color{#d91a1a}-2.25\%$
test_serialize_weights	0.1309s	0.1299s	7.6979 Ops/s	7.6699 Ops/s	$\color{#35bf28}+0.37\%$
test_serialize_weights_returnearly	0.3449s	62.3590ms	16.0362 Ops/s	23.5183 Ops/s	$\textbf{\color{#d91a1a}-31.81\%}$
test_serialize_weights_pickle	1.3721s	1.1970s	0.8355 Ops/s	0.8229 Ops/s	$\color{#35bf28}+1.52\%$
test_reshape_pytree	88.9440μs	22.6676μs	44.1158 KOps/s	43.1121 KOps/s	$\color{#35bf28}+2.33\%$
test_reshape_td	66.8730μs	27.1955μs	36.7708 KOps/s	35.5510 KOps/s	$\color{#35bf28}+3.43\%$
test_view_pytree	58.8130μs	22.6553μs	44.1398 KOps/s	44.0288 KOps/s	$\color{#35bf28}+0.25\%$
test_view_td	0.1383ms	30.1046μs	33.2175 KOps/s	32.8821 KOps/s	$\color{#35bf28}+1.02\%$
test_unbind_pytree	0.1635ms	28.3217μs	35.3086 KOps/s	35.1960 KOps/s	$\color{#35bf28}+0.32\%$
test_unbind_td	0.6194ms	35.6438μs	28.0554 KOps/s	27.2552 KOps/s	$\color{#35bf28}+2.94\%$
test_split_pytree	0.1594ms	30.8309μs	32.4350 KOps/s	32.7273 KOps/s	$\color{#d91a1a}-0.89\%$
test_split_td	0.7980ms	38.5885μs	25.9145 KOps/s	24.5576 KOps/s	$\textbf{\color{#35bf28}+5.53\%}$
test_add_pytree	0.1865ms	35.4279μs	28.2263 KOps/s	27.8880 KOps/s	$\color{#35bf28}+1.21\%$
test_add_td	0.2365ms	50.4254μs	19.8313 KOps/s	21.1526 KOps/s	$\textbf{\color{#d91a1a}-6.25\%}$
test_compile_add_one_nested[tensordict-compile]	0.3004ms	0.1213ms	8.2422 KOps/s	7.9638 KOps/s	$\color{#35bf28}+3.50\%$
test_compile_add_one_nested[tensordict-eager]	0.2744ms	0.1261ms	7.9285 KOps/s	7.8766 KOps/s	$\color{#35bf28}+0.66\%$
test_compile_add_one_nested[pytree-compile]	0.2516ms	0.1002ms	9.9816 KOps/s	10.0404 KOps/s	$\color{#d91a1a}-0.59\%$
test_compile_add_one_nested[pytree-eager]	1.1002ms	0.1525ms	6.5567 KOps/s	6.4538 KOps/s	$\color{#35bf28}+1.60\%$
test_compile_copy_nested[tensordict-compile]	0.1472ms	23.1424μs	43.2107 KOps/s	43.7538 KOps/s	$\color{#d91a1a}-1.24\%$
test_compile_copy_nested[tensordict-eager]	0.1285ms	27.2377μs	36.7138 KOps/s	36.7262 KOps/s	$\color{#d91a1a}-0.03\%$
test_compile_copy_nested[pytree-compile]	0.4889ms	65.4097μs	15.2883 KOps/s	15.2864 KOps/s	$\color{#35bf28}+0.01\%$
test_compile_copy_nested[pytree-eager]	0.1786ms	49.6132μs	20.1559 KOps/s	20.0054 KOps/s	$\color{#35bf28}+0.75\%$
test_compile_add_one_flat[tensordict-compile]	0.2886ms	0.1422ms	7.0310 KOps/s	6.8651 KOps/s	$\color{#35bf28}+2.42\%$
test_compile_add_one_flat[tensordict-eager]	0.3718ms	0.2107ms	4.7457 KOps/s	4.8033 KOps/s	$\color{#d91a1a}-1.20\%$
test_compile_add_one_flat[tensorclass-compile]	0.2563ms	97.6336μs	10.2424 KOps/s	9.9713 KOps/s	$\color{#35bf28}+2.72\%$
test_compile_add_one_flat[tensorclass-eager]	0.1986ms	52.2334μs	19.1448 KOps/s	19.0375 KOps/s	$\color{#35bf28}+0.56\%$
test_compile_add_one_flat[pytree-compile]	0.5472ms	0.1372ms	7.2870 KOps/s	7.2212 KOps/s	$\color{#35bf28}+0.91\%$
test_compile_add_one_flat[pytree-eager]	0.8933ms	0.4996ms	2.0015 KOps/s	1.9895 KOps/s	$\color{#35bf28}+0.60\%$
test_compile_add_self_flat[tensordict-eager]	0.6475ms	0.2489ms	4.0183 KOps/s	4.0138 KOps/s	$\color{#35bf28}+0.11\%$
test_compile_add_self_flat[tensordict-compile]	0.2932ms	0.1438ms	6.9539 KOps/s	6.8425 KOps/s	$\color{#35bf28}+1.63\%$
test_compile_add_self_flat[tensorclass-eager]	0.2117ms	62.3525μs	16.0379 KOps/s	16.0410 KOps/s	$\color{#d91a1a}-0.02\%$
test_compile_add_self_flat[tensorclass-compile]	0.2367ms	97.4396μs	10.2628 KOps/s	9.9487 KOps/s	$\color{#35bf28}+3.16\%$
test_compile_add_self_flat[pytree-eager]	0.5662ms	0.4148ms	2.4107 KOps/s	2.4003 KOps/s	$\color{#35bf28}+0.43\%$
test_compile_add_self_flat[pytree-compile]	0.2830ms	0.1360ms	7.3509 KOps/s	7.2736 KOps/s	$\color{#35bf28}+1.06\%$
test_compile_copy_flat[tensordict-compile]	0.4140ms	18.7051μs	53.4615 KOps/s	48.2767 KOps/s	$\textbf{\color{#35bf28}+10.74\%}$
test_compile_copy_flat[tensordict-eager]	0.4220ms	26.7441μs	37.3914 KOps/s	37.3967 KOps/s	$\color{#d91a1a}-0.01\%$
test_compile_copy_flat[pytree-compile]	0.4605ms	70.0606μs	14.2734 KOps/s	14.1773 KOps/s	$\color{#35bf28}+0.68\%$
test_compile_copy_flat[pytree-eager]	0.4364ms	51.9000μs	19.2678 KOps/s	19.2832 KOps/s	$\color{#d91a1a}-0.08\%$
test_compile_assign_and_add[tensordict-compile]	1.6862ms	0.4033ms	2.4795 KOps/s	2.1673 KOps/s	$\textbf{\color{#35bf28}+14.40\%}$
test_compile_assign_and_add[tensordict-eager]	2.8594ms	2.6402ms	378.7624 Ops/s	368.6711 Ops/s	$\color{#35bf28}+2.74\%$
test_compile_assign_and_add[pytree-compile]	1.6412ms	0.4412ms	2.2666 KOps/s	1.9748 KOps/s	$\textbf{\color{#35bf28}+14.78\%}$
test_compile_assign_and_add[pytree-eager]	2.9907ms	2.6964ms	370.8594 Ops/s	354.2619 Ops/s	$\color{#35bf28}+4.69\%$
test_compile_indexing[tensor-tensordict-compile]	0.3569ms	0.1149ms	8.7039 KOps/s	8.1844 KOps/s	$\textbf{\color{#35bf28}+6.35\%}$
test_compile_indexing[tensor-tensordict-eager]	0.5493ms	84.7217μs	11.8034 KOps/s	11.7154 KOps/s	$\color{#35bf28}+0.75\%$
test_compile_indexing[tensor-tensorclass-compile]	0.2562ms	0.1077ms	9.2808 KOps/s	9.3040 KOps/s	$\color{#d91a1a}-0.25\%$
test_compile_indexing[tensor-tensorclass-eager]	0.2544ms	71.5333μs	13.9795 KOps/s	13.6346 KOps/s	$\color{#35bf28}+2.53\%$
test_compile_indexing[tensor-pytree-compile]	0.2982ms	0.1134ms	8.8145 KOps/s	8.6172 KOps/s	$\color{#35bf28}+2.29\%$
test_compile_indexing[tensor-pytree-eager]	0.2540ms	71.8307μs	13.9216 KOps/s	13.5674 KOps/s	$\color{#35bf28}+2.61\%$
test_compile_indexing[slice-tensordict-compile]	0.2584ms	0.1017ms	9.8365 KOps/s	9.8088 KOps/s	$\color{#35bf28}+0.28\%$
test_compile_indexing[slice-tensordict-eager]	0.1447ms	17.2756μs	57.8851 KOps/s	51.4173 KOps/s	$\textbf{\color{#35bf28}+12.58\%}$
test_compile_indexing[slice-tensorclass-compile]	0.2711ms	96.5611μs	10.3561 KOps/s	9.7899 KOps/s	$\textbf{\color{#35bf28}+5.78\%}$
test_compile_indexing[slice-tensorclass-eager]	0.1360ms	15.9293μs	62.7772 KOps/s	60.1918 KOps/s	$\color{#35bf28}+4.30\%$
test_compile_indexing[slice-pytree-compile]	0.3195ms	98.3846μs	10.1642 KOps/s	9.6060 KOps/s	$\textbf{\color{#35bf28}+5.81\%}$
test_compile_indexing[slice-pytree-eager]	0.1334ms	15.9583μs	62.6635 KOps/s	59.8049 KOps/s	$\color{#35bf28}+4.78\%$
test_compile_indexing[int-tensordict-compile]	0.3109ms	0.1030ms	9.7119 KOps/s	9.2414 KOps/s	$\textbf{\color{#35bf28}+5.09\%}$
test_compile_indexing[int-tensordict-eager]	0.5729ms	17.0747μs	58.5661 KOps/s	52.8249 KOps/s	$\textbf{\color{#35bf28}+10.87\%}$
test_compile_indexing[int-tensorclass-compile]	0.2423ms	96.8265μs	10.3277 KOps/s	9.5356 KOps/s	$\textbf{\color{#35bf28}+8.31\%}$
test_compile_indexing[int-tensorclass-eager]	0.1530ms	15.8601μs	63.0513 KOps/s	59.7168 KOps/s	$\textbf{\color{#35bf28}+5.58\%}$
test_compile_indexing[int-pytree-compile]	0.2789ms	0.1011ms	9.8885 KOps/s	9.5854 KOps/s	$\color{#35bf28}+3.16\%$
test_compile_indexing[int-pytree-eager]	47.0230μs	16.0373μs	62.3548 KOps/s	61.0759 KOps/s	$\color{#35bf28}+2.09\%$
test_mod_add[eager]	0.2206ms	40.6772μs	24.5838 KOps/s	26.5043 KOps/s	$\textbf{\color{#d91a1a}-7.25\%}$
test_mod_add[compile]	0.2980ms	81.8731μs	12.2140 KOps/s	11.8972 KOps/s	$\color{#35bf28}+2.66\%$
test_mod_add[compile-overhead]	0.3278ms	0.1692ms	5.9099 KOps/s	5.5992 KOps/s	$\textbf{\color{#35bf28}+5.55\%}$
test_mod_wrap[eager]	0.4576ms	0.2626ms	3.8086 KOps/s	3.7531 KOps/s	$\color{#35bf28}+1.48\%$
test_mod_wrap[compile]	0.5043ms	0.2866ms	3.4888 KOps/s	3.2476 KOps/s	$\textbf{\color{#35bf28}+7.43\%}$
test_mod_wrap[compile-overhead]	7.3046ms	3.7629ms	265.7542 Ops/s	265.6049 Ops/s	$\color{#35bf28}+0.06\%$
test_mod_wrap_and_backward[eager]	1.5544ms	1.3850ms	722.0148 Ops/s	682.9112 Ops/s	$\textbf{\color{#35bf28}+5.73\%}$
test_mod_wrap_and_backward[compile]	1.4606ms	1.2771ms	783.0044 Ops/s	711.7012 Ops/s	$\textbf{\color{#35bf28}+10.02\%}$
test_mod_wrap_and_backward[compile-overhead]	1.3928ms	0.9281ms	1.0775 KOps/s	949.8300 Ops/s	$\textbf{\color{#35bf28}+13.44\%}$
test_seq_add[eager]	0.2937ms	0.1127ms	8.8704 KOps/s	8.7089 KOps/s	$\color{#35bf28}+1.85\%$
test_seq_add[compile]	0.2614ms	91.1835μs	10.9669 KOps/s	11.0563 KOps/s	$\color{#d91a1a}-0.81\%$
test_seq_add[compile-overhead]	0.2745ms	0.1319ms	7.5824 KOps/s	7.3667 KOps/s	$\color{#35bf28}+2.93\%$
test_seq_wrap[eager]	0.6142ms	0.4376ms	2.2851 KOps/s	2.2252 KOps/s	$\color{#35bf28}+2.69\%$
test_seq_wrap[compile]	0.4845ms	0.3093ms	3.2332 KOps/s	3.2400 KOps/s	$\color{#d91a1a}-0.21\%$
test_seq_wrap[compile-overhead]	0.3936ms	0.2305ms	4.3379 KOps/s	4.3722 KOps/s	$\color{#d91a1a}-0.78\%$
test_func_call_runtime[False-eager]	0.8900ms	0.7512ms	1.3313 KOps/s	1.2892 KOps/s	$\color{#35bf28}+3.26\%$
test_func_call_runtime[False-compile]	0.9416ms	0.7541ms	1.3261 KOps/s	1.3058 KOps/s	$\color{#35bf28}+1.56\%$
test_func_call_runtime[False-compile-overhead]	0.5100ms	0.3631ms	2.7542 KOps/s	2.7035 KOps/s	$\color{#35bf28}+1.87\%$
test_func_call_runtime[True-eager]	1.1546ms	0.9033ms	1.1070 KOps/s	1.0830 KOps/s	$\color{#35bf28}+2.22\%$
test_func_call_runtime[True-compile]	0.9389ms	0.7723ms	1.2948 KOps/s	1.2722 KOps/s	$\color{#35bf28}+1.78\%$
test_func_call_runtime[True-compile-overhead]	0.4520ms	0.3832ms	2.6094 KOps/s	2.5730 KOps/s	$\color{#35bf28}+1.41\%$
test_func_call_cm_runtime[False-eager]	0.9862ms	0.7821ms	1.2787 KOps/s	1.3288 KOps/s	$\color{#d91a1a}-3.77\%$
test_func_call_cm_runtime[False-compile]	0.9384ms	0.7538ms	1.3266 KOps/s	1.3016 KOps/s	$\color{#35bf28}+1.92\%$
test_func_call_cm_runtime[False-compile-overhead]	0.4993ms	0.3652ms	2.7384 KOps/s	2.6998 KOps/s	$\color{#35bf28}+1.43\%$
test_func_call_cm_runtime[True-eager]	1.1487ms	1.0027ms	997.3133 Ops/s	972.2138 Ops/s	$\color{#35bf28}+2.58\%$
test_func_call_cm_runtime[True-compile]	0.9914ms	0.8021ms	1.2467 KOps/s	1.2278 KOps/s	$\color{#35bf28}+1.54\%$
test_func_call_cm_runtime[True-compile-overhead]	0.5587ms	0.4118ms	2.4281 KOps/s	2.4088 KOps/s	$\color{#35bf28}+0.80\%$
test_vmap_func_call_cm_runtime[eager]	2.5558ms	2.0915ms	478.1248 Ops/s	474.0365 Ops/s	$\color{#35bf28}+0.86\%$
test_vmap_func_call_cm_runtime[compile]	0.9627ms	0.8192ms	1.2207 KOps/s	1.1962 KOps/s	$\color{#35bf28}+2.05\%$
test_vmap_func_call_cm_runtime[compile-overhead]	0.5708ms	0.4129ms	2.4216 KOps/s	2.3829 KOps/s	$\color{#35bf28}+1.63\%$
test_distributed	2.6152ms	0.1846ms	5.4176 KOps/s	8.5000 KOps/s	$\textbf{\color{#d91a1a}-36.26\%}$
test_tdmodule	37.6320μs	19.0852μs	52.3965 KOps/s	51.4595 KOps/s	$\color{#35bf28}+1.82\%$
test_tdmodule_dispatch	0.1773ms	34.8509μs	28.6937 KOps/s	29.3102 KOps/s	$\color{#d91a1a}-2.10\%$
test_tdseq	44.3020μs	19.1469μs	52.2279 KOps/s	52.5008 KOps/s	$\color{#d91a1a}-0.52\%$
test_tdseq_dispatch	78.3640μs	36.8556μs	27.1329 KOps/s	27.6006 KOps/s	$\color{#d91a1a}-1.69\%$
test_instantiation_functorch	1.7379ms	1.5524ms	644.1843 Ops/s	619.0251 Ops/s	$\color{#35bf28}+4.06\%$
test_exec_functorch	0.2884ms	0.1443ms	6.9314 KOps/s	6.5502 KOps/s	$\textbf{\color{#35bf28}+5.82\%}$
test_exec_functional_call	0.2304ms	0.1405ms	7.1168 KOps/s	6.8208 KOps/s	$\color{#35bf28}+4.34\%$
test_exec_td_decorator	0.3759ms	0.1857ms	5.3849 KOps/s	5.2195 KOps/s	$\color{#35bf28}+3.17\%$
test_vmap_mlp_speed_decorator[True-True]	0.9806ms	0.6866ms	1.4564 KOps/s	1.4508 KOps/s	$\color{#35bf28}+0.38\%$
test_vmap_mlp_speed_decorator[True-False]	0.8727ms	0.7017ms	1.4252 KOps/s	1.4492 KOps/s	$\color{#d91a1a}-1.66\%$
test_vmap_mlp_speed_decorator[False-True]	0.8122ms	0.6237ms	1.6033 KOps/s	1.6619 KOps/s	$\color{#d91a1a}-3.53\%$
test_vmap_mlp_speed_decorator[False-False]	0.8143ms	0.6228ms	1.6057 KOps/s	1.6613 KOps/s	$\color{#d91a1a}-3.35\%$
test_vmap_transformer_speed_decorator[True-True]	20.2706ms	19.5565ms	51.1340 Ops/s	51.6412 Ops/s	$\color{#d91a1a}-0.98\%$
test_vmap_transformer_speed_decorator[True-False]	20.2831ms	19.7874ms	50.5373 Ops/s	51.6299 Ops/s	$\color{#d91a1a}-2.12\%$
test_vmap_transformer_speed_decorator[False-True]	20.1445ms	19.7645ms	50.5957 Ops/s	52.0982 Ops/s	$\color{#d91a1a}-2.88\%$
test_vmap_transformer_speed_decorator[False-False]	20.2288ms	19.6816ms	50.8090 Ops/s	51.9889 Ops/s	$\color{#d91a1a}-2.27\%$
test_to_module_speed[True]	1.0425ms	0.9394ms	1.0645 KOps/s	1.0577 KOps/s	$\color{#35bf28}+0.64\%$
test_to_module_speed[False]	1.3954ms	0.9289ms	1.0766 KOps/s	1.0866 KOps/s	$\color{#d91a1a}-0.93\%$
test_tc_init	0.1831ms	35.0170μs	28.5575 KOps/s	28.4985 KOps/s	$\color{#35bf28}+0.21\%$
test_tc_init_nested	0.1133ms	71.9715μs	13.8944 KOps/s	14.2084 KOps/s	$\color{#d91a1a}-2.21\%$
test_tc_first_layer_tensor	9.9276μs	0.7044μs	1.4195 MOps/s	1.4190 MOps/s	$\color{#35bf28}+0.04\%$
test_tc_first_layer_nontensor	41.1520μs	2.3234μs	430.4029 KOps/s	427.4081 KOps/s	$\color{#35bf28}+0.70\%$
test_tc_second_layer_tensor	20.5960μs	1.4030μs	712.7370 KOps/s	694.4006 KOps/s	$\color{#35bf28}+2.64\%$
test_tc_second_layer_nontensor	0.2010ms	3.0540μs	327.4377 KOps/s	325.7707 KOps/s	$\color{#35bf28}+0.51\%$
test_unbind	0.2228s	9.8873ms	101.1397 Ops/s	151.2450 Ops/s	$\textbf{\color{#d91a1a}-33.13\%}$
test_full_like	10.3681ms	9.7384ms	102.6858 Ops/s	102.8504 Ops/s	$\color{#d91a1a}-0.16\%$
test_zeros_like	4.9197ms	4.3785ms	228.3910 Ops/s	113.2223 Ops/s	$\textbf{\color{#35bf28}+101.72\%}$
test_ones_like	5.0747ms	4.4213ms	226.1769 Ops/s	227.8516 Ops/s	$\color{#d91a1a}-0.73\%$
test_clone	7.4652ms	6.7759ms	147.5822 Ops/s	147.3596 Ops/s	$\color{#35bf28}+0.15\%$
test_squeeze	66.4430μs	9.5760μs	104.4275 KOps/s	97.0696 KOps/s	$\textbf{\color{#35bf28}+7.58\%}$
test_unsqueeze	0.2182ms	74.3850μs	13.4436 KOps/s	13.2414 KOps/s	$\color{#35bf28}+1.53\%$
test_split	0.3895ms	0.1640ms	6.0961 KOps/s	5.6181 KOps/s	$\textbf{\color{#35bf28}+8.51\%}$
test_permute	0.3713ms	0.1875ms	5.3327 KOps/s	5.2096 KOps/s	$\color{#35bf28}+2.36\%$
test_stack	52.5294ms	51.9125ms	19.2632 Ops/s	19.3261 Ops/s	$\color{#d91a1a}-0.33\%$
test_cat	52.3965ms	51.7654ms	19.3179 Ops/s	23.0275 Ops/s	$\textbf{\color{#d91a1a}-16.11\%}$