0.Readme

(1) Python Versions

https://www.python.org/downloads/

(2) Running Environment

• Docker gcc library/gcc

ecs.u1-c1m2.large/aliyun Intel(R) Xeon(R) Platinum 2核(vCPU) 4 GiB Ubuntu 22.04 64位

(3) Test Software

• Pyperformance

1.Versions

version	date	UP%	Progress
3.8.0	Oct. 14, 2019	102.0813%	>>>
3.8.1	Dec. 18, 2019	101.1066%	>>
3.8.2	Feb. 24, 2020	103.1905%	>>>>
3.8.3	May 13, 2020	102.9341%	>>>
3.8.4	July 13, 2020	100.4322%	>
3.8.5	July 20, 2020	100.7007%	>
3.8.6	Sept. 24, 2020	100.9256%	>
3.8.7	Dec. 21, 2020	101.2102%	>>
3.8.8	Feb. 19, 2021	101.0910%	>>
3.8.9	April 2, 2021	100.6301%	>
3.8.10	May 3, 2021	100.0000%	>

2.Details

	Task	3.8.0	3.8.1	3.8.2	3.8.3	3.8.4	3.8.5	3.8.6	3.8.7	3.8.8	3.8.9	3.8.10
0	2to3	496 ms +- 16 ms	498 ms +- 17 ms	491 ms +- 16 ms	489 ms +- 14 ms	485 ms +- 14 ms	490 ms +- 18 ms	486 ms +- 14 ms	487 ms +- 9 ms	491 ms +- 12 ms	488 ms +- 15 ms	492 ms +- 13 ms
1	async_generators	563 ms +- 26 ms	564 ms +- 25 ms	557 ms +- 15 ms	557 ms +- 26 ms	555 ms +- 23 ms	550 ms +- 20 ms	548 ms +- 13 ms	553 ms +- 19 ms	548 ms +- 17 ms	548 ms +- 13 ms	544 ms +- 12 ms
2	async_tree_cpu_io_mixed	1.41 sec +- 0.05 sec	1.41 sec +- 0.05 sec	1.39 sec +- 0.05 sec	1.42 sec +- 0.06 sec	1.41 sec +- 0.06 sec	1.39 sec +- 0.06 sec	1.38 sec +- 0.06 sec	1.39 sec +- 0.06 sec	1.38 sec +- 0.06 sec	1.40 sec +- 0.06 sec	1.39 sec +- 0.07 sec
3	async_tree_io	2.53 sec +- 0.05 sec	2.54 sec +- 0.04 sec	2.53 sec +- 0.05 sec	2.49 sec +- 0.04 sec	2.49 sec +- 0.05 sec	2.47 sec +- 0.05 sec	2.45 sec +- 0.04 sec	2.47 sec +- 0.05 sec	2.45 sec +- 0.04 sec	2.48 sec +- 0.04 sec	2.47 sec +- 0.05 sec
4	async_tree_memoization	1.27 sec +- 0.04 sec	1.28 sec +- 0.04 sec	1.24 sec +- 0.05 sec	1.26 sec +- 0.05 sec	1.25 sec +- 0.06 sec	1.25 sec +- 0.06 sec	1.23 sec +- 0.05 sec	1.25 sec +- 0.06 sec	1.24 sec +- 0.05 sec	1.25 sec +- 0.06 sec	1.24 sec +- 0.06 sec
5	async_tree_none	1.04 sec +- 0.05 sec	1.05 sec +- 0.04 sec	1.04 sec +- 0.05 sec	1.03 sec +- 0.05 sec	1.02 sec +- 0.05 sec	1.01 sec +- 0.05 sec	1.01 sec +- 0.05 sec	1.01 sec +- 0.05 sec	1.00 sec +- 0.05 sec	1.02 sec +- 0.06 sec	1.01 sec +- 0.05 sec
6	asyncio_tcp	1.42 sec +- 0.05 sec	1.40 sec +- 0.05 sec	1.41 sec +- 0.05 sec	1.38 sec +- 0.05 sec	1.34 sec +- 0.04 sec	1.34 sec +- 0.04 sec	1.32 sec +- 0.04 sec	1.37 sec +- 0.07 sec	1.36 sec +- 0.06 sec	1.37 sec +- 0.04 sec	1.40 sec +- 0.07 sec
7	asyncio_tcp_ssl	3.45 sec +- 0.44 sec	3.70 sec +- 0.65 sec	3.28 sec +- 0.06 sec	3.64 sec +- 0.63 sec	3.70 sec +- 0.66 sec	3.67 sec +- 0.66 sec	3.82 sec +- 0.69 sec	3.58 sec +- 0.61 sec	3.60 sec +- 0.64 sec	3.68 sec +- 0.64 sec	3.89 sec +- 0.68 sec
8	asyncio_websockets	629 ms +- 18 ms	624 ms +- 14 ms	630 ms +- 14 ms	624 ms +- 13 ms	628 ms +- 18 ms	621 ms +- 11 ms	621 ms +- 12 ms	621 ms +- 11 ms	618 ms +- 10 ms	620 ms +- 16 ms	621 ms +- 16 ms
9	bench_mp_pool	11.6 ms +- 1.3 ms	12.0 ms +- 1.1 ms	11.8 ms +- 1.3 ms	11.9 ms +- 1.5 ms	11.6 ms +- 1.0 ms	11.5 ms +- 1.2 ms	11.3 ms +- 1.1 ms	11.8 ms +- 1.4 ms	11.2 ms +- 1.0 ms	11.2 ms +- 1.1 ms	11.4 ms +- 1.3 ms
10	bench_thread_pool	1.83 ms +- 0.09 ms	1.80 ms +- 0.07 ms	1.81 ms +- 0.07 ms	1.81 ms +- 0.08 ms	1.80 ms +- 0.08 ms	1.79 ms +- 0.06 ms	1.76 ms +- 0.06 ms	1.78 ms +- 0.05 ms	1.81 ms +- 0.08 ms	1.80 ms +- 0.10 ms	1.79 ms +- 0.07 ms
11	chameleon	15.1 ms +- 0.8 ms	14.9 ms +- 0.8 ms	15.0 ms +- 0.9 ms	14.9 ms +- 0.6 ms	14.9 ms +- 0.6 ms	14.7 ms +- 0.6 ms	14.6 ms +- 0.3 ms	14.5 ms +- 0.4 ms	14.9 ms +- 1.3 ms	14.7 ms +- 0.2 ms	14.5 ms +- 0.6 ms
12	chaos	179 ms +- 12 ms	181 ms +- 4 ms	180 ms +- 8 ms	175 ms +- 4 ms	175 ms +- 3 ms	178 ms +- 8 ms	177 ms +- 8 ms	178 ms +- 5 ms	174 ms +- 5 ms	175 ms +- 5 ms	174 ms +- 4 ms
13	comprehensions	40.5 us +- 1.6 us	41.2 us +- 1.4 us	40.7 us +- 1.7 us	41.3 us +- 1.7 us	41.0 us +- 1.0 us	40.9 us +- 1.9 us	41.3 us +- 2.2 us	41.3 us +- 1.3 us	41.3 us +- 2.7 us	40.8 us +- 1.2 us	40.6 us +- 1.2 us
14	coroutines	61.0 ms +- 2.1 ms	60.4 ms +- 4.1 ms	59.7 ms +- 3.7 ms	59.5 ms +- 2.4 ms	60.1 ms +- 2.7 ms	60.4 ms +- 4.0 ms	60.2 ms +- 3.4 ms	60.0 ms +- 1.6 ms	60.9 ms +- 4.7 ms	59.8 ms +- 1.9 ms	59.9 ms +- 3.6 ms
15	coverage	72.0 ms +- 2.3 ms	73.3 ms +- 3.6 ms	71.7 ms +- 2.5 ms	73.4 ms +- 3.5 ms	73.1 ms +- 2.2 ms	72.6 ms +- 1.3 ms	72.2 ms +- 1.8 ms	72.7 ms +- 2.6 ms	72.3 ms +- 1.3 ms	72.7 ms +- 1.7 ms	74.1 ms +- 5.3 ms
16	create_gc_cycles	1.79 ms +- 0.05 ms	1.78 ms +- 0.05 ms	1.78 ms +- 0.06 ms	1.77 ms +- 0.05 ms	1.78 ms +- 0.04 ms	1.77 ms +- 0.05 ms	1.79 ms +- 0.10 ms	1.79 ms +- 0.05 ms	1.75 ms +- 0.05 ms	1.75 ms +- 0.06 ms	1.76 ms +- 0.05 ms
17	crypto_pyaes	167 ms +- 11 ms	165 ms +- 10 ms	166 ms +- 11 ms	166 ms +- 4 ms	167 ms +- 5 ms	166 ms +- 8 ms	167 ms +- 8 ms	166 ms +- 2 ms	168 ms +- 7 ms	167 ms +- 8 ms	169 ms +- 10 ms
18	dask	/	/	/	/	954 ms +- 26 ms	952 ms +- 29 ms	964 ms +- 34 ms	955 ms +- 25 ms	965 ms +- 33 ms	977 ms +- 38 ms	973 ms +- 33 ms
19	deepcopy	692 us +- 23 us	702 us +- 41 us	696 us +- 26 us	682 us +- 26 us	687 us +- 32 us	680 us +- 29 us	685 us +- 63 us	687 us +- 47 us	673 us +- 15 us	680 us +- 34 us	681 us +- 15 us
20	deepcopy_memo	79.8 us +- 3.4 us	80.4 us +- 1.5 us	80.7 us +- 4.2 us	79.0 us +- 2.6 us	80.0 us +- 5.9 us	80.2 us +- 2.4 us	77.9 us +- 1.4 us	78.4 us +- 1.2 us	79.1 us +- 3.6 us	79.3 us +- 2.9 us	79.2 us +- 3.1 us
21	deepcopy_reduce	6.12 us +- 0.37 us	6.24 us +- 0.24 us	6.16 us +- 0.27 us	6.04 us +- 0.17 us	6.11 us +- 0.23 us	6.03 us +- 0.22 us	6.01 us +- 0.14 us	5.98 us +- 0.25 us	5.97 us +- 0.20 us	5.97 us +- 0.15 us	6.00 us +- 0.12 us
22	deltablue	11.9 ms +- 0.6 ms	11.7 ms +- 0.4 ms	11.9 ms +- 0.8 ms	11.8 ms +- 0.7 ms	11.8 ms +- 0.4 ms	11.9 ms +- 0.8 ms	11.7 ms +- 0.3 ms	11.7 ms +- 0.6 ms	11.8 ms +- 0.4 ms	11.8 ms +- 0.3 ms	11.7 ms +- 0.3 ms
23	docutils	4.27 sec +- 0.08 sec	4.31 sec +- 0.08 sec	4.21 sec +- 0.06 sec	4.16 sec +- 0.07 sec	4.18 sec +- 0.07 sec	4.16 sec +- 0.08 sec	4.13 sec +- 0.07 sec	4.14 sec +- 0.07 sec	4.15 sec +- 0.07 sec	4.16 sec +- 0.07 sec	4.17 sec +- 0.06 sec
24	dulwich_log	116 ms +- 6 ms	115 ms +- 3 ms	118 ms +- 6 ms	115 ms +- 2 ms	116 ms +- 8 ms	115 ms +- 3 ms	114 ms +- 7 ms	116 ms +- 7 ms	115 ms +- 4 ms	115 ms +- 6 ms	115 ms +- 8 ms
25	fannkuch	659 ms +- 10 ms	661 ms +- 25 ms	663 ms +- 21 ms	650 ms +- 16 ms	652 ms +- 21 ms	648 ms +- 15 ms	650 ms +- 17 ms	646 ms +- 11 ms	659 ms +- 19 ms	657 ms +- 15 ms	655 ms +- 17 ms
26	float	179 ms +- 6 ms	178 ms +- 10 ms	176 ms +- 6 ms	179 ms +- 6 ms	176 ms +- 5 ms	177 ms +- 5 ms	177 ms +- 9 ms	175 ms +- 5 ms	178 ms +- 11 ms	176 ms +- 4 ms	175 ms +- 5 ms
27	gc_traversal	4.71 ms +- 0.13 ms	4.77 ms +- 0.16 ms	4.67 ms +- 0.12 ms	4.64 ms +- 0.08 ms	4.68 ms +- 0.17 ms	4.72 ms +- 0.16 ms	4.74 ms +- 0.18 ms	4.68 ms +- 0.10 ms	4.68 ms +- 0.11 ms	4.85 ms +- 0.09 ms	4.83 ms +- 0.07 ms
28	generators	94.3 ms +- 5.1 ms	93.7 ms +- 2.0 ms	95.5 ms +- 5.4 ms	94.6 ms +- 4.2 ms	93.5 ms +- 3.6 ms	94.2 ms +- 3.4 ms	93.0 ms +- 2.3 ms	92.3 ms +- 1.1 ms	93.9 ms +- 2.0 ms	94.3 ms +- 3.1 ms	94.9 ms +- 2.3 ms
29	genshi_text	45.6 ms +- 2.3 ms	45.9 ms +- 1.0 ms	44.6 ms +- 1.1 ms	45.0 ms +- 1.6 ms	46.2 ms +- 3.0 ms	46.8 ms +- 2.7 ms	45.6 ms +- 1.7 ms	47.2 ms +- 5.1 ms	45.6 ms +- 1.4 ms	45.5 ms +- 1.2 ms	46.1 ms +- 1.9 ms
30	genshi_xml	92.3 ms +- 5.0 ms	89.8 ms +- 3.0 ms	88.5 ms +- 3.7 ms	89.4 ms +- 5.4 ms	90.3 ms +- 3.2 ms	90.4 ms +- 3.4 ms	92.2 ms +- 6.5 ms	88.8 ms +- 1.4 ms	89.8 ms +- 3.2 ms	91.4 ms +- 5.1 ms	91.1 ms +- 4.0 ms
31	go	396 ms +- 10 ms	399 ms +- 9 ms	400 ms +- 14 ms	390 ms +- 6 ms	389 ms +- 12 ms	387 ms +- 10 ms	387 ms +- 14 ms	389 ms +- 12 ms	390 ms +- 13 ms	394 ms +- 12 ms	389 ms +- 10 ms
32	hexiom	15.5 ms +- 1.1 ms	15.8 ms +- 1.5 ms	15.5 ms +- 1.4 ms	15.3 ms +- 0.5 ms	15.5 ms +- 0.6 ms	15.6 ms +- 1.1 ms	15.5 ms +- 1.0 ms	15.4 ms +- 1.3 ms	15.5 ms +- 1.0 ms	15.5 ms +- 0.8 ms	15.3 ms +- 0.2 ms
33	html5lib	126 ms +- 12 ms	128 ms +- 9 ms	128 ms +- 10 ms	125 ms +- 8 ms	126 ms +- 7 ms	125 ms +- 10 ms	124 ms +- 7 ms	125 ms +- 8 ms	126 ms +- 13 ms	125 ms +- 8 ms	122 ms +- 6 ms
34	json_dumps	19.5 ms +- 1.5 ms	19.5 ms +- 0.8 ms	19.5 ms +- 1.2 ms	19.0 ms +- 0.8 ms	19.1 ms +- 0.7 ms	19.0 ms +- 0.4 ms	19.1 ms +- 1.1 ms	19.0 ms +- 0.7 ms	18.9 ms +- 0.8 ms	18.7 ms +- 1.1 ms	18.9 ms +- 1.3 ms
35	json_loads	40.5 us +- 2.4 us	39.7 us +- 2.2 us	39.2 us +- 1.9 us	39.2 us +- 1.3 us	39.6 us +- 1.3 us	39.5 us +- 2.0 us	39.7 us +- 1.0 us	39.2 us +- 1.0 us	39.3 us +- 1.7 us	39.1 us +- 1.0 us	39.5 us +- 1.5 us
36	logging_format	14.6 us +- 0.5 us	14.4 us +- 0.3 us	14.7 us +- 0.6 us	14.8 us +- 0.5 us	14.3 us +- 0.4 us	14.5 us +- 0.5 us	14.5 us +- 0.5 us	14.5 us +- 0.5 us	14.7 us +- 0.4 us	14.7 us +- 0.8 us	14.9 us +- 0.4 us
37	logging_silent	301 ns +- 11 ns	304 ns +- 32 ns	303 ns +- 15 ns	301 ns +- 12 ns	306 ns +- 17 ns	304 ns +- 12 ns	305 ns +- 20 ns	301 ns +- 16 ns	297 ns +- 9 ns	298 ns +- 16 ns	297 ns +- 11 ns
38	logging_simple	13.2 us +- 0.5 us	13.4 us +- 0.5 us	13.4 us +- 0.7 us	13.5 us +- 0.9 us	13.3 us +- 0.6 us	13.3 us +- 0.4 us	13.2 us +- 0.3 us	13.3 us +- 0.6 us	13.4 us +- 0.4 us	13.2 us +- 0.5 us	13.5 us +- 0.4 us
39	mako	27.9 ms +- 2.5 ms	27.1 ms +- 1.1 ms	26.7 ms +- 0.8 ms	27.2 ms +- 2.3 ms	26.8 ms +- 1.7 ms	26.8 ms +- 1.1 ms	26.6 ms +- 2.6 ms	26.4 ms +- 1.0 ms	26.4 ms +- 1.3 ms	26.2 ms +- 0.8 ms	26.7 ms +- 1.3 ms
40	mdp	4.41 sec +- 0.07 sec	4.40 sec +- 0.07 sec	4.35 sec +- 0.07 sec	4.33 sec +- 0.07 sec	4.35 sec +- 0.07 sec	4.34 sec +- 0.07 sec	4.29 sec +- 0.06 sec	4.29 sec +- 0.06 sec	4.33 sec +- 0.06 sec	4.33 sec +- 0.08 sec	4.33 sec +- 0.07 sec
41	meteor_contest	147 ms +- 5 ms	145 ms +- 2 ms	146 ms +- 6 ms	145 ms +- 5 ms	146 ms +- 5 ms	147 ms +- 7 ms	146 ms +- 5 ms	145 ms +- 3 ms	145 ms +- 9 ms	144 ms +- 2 ms	146 ms +- 7 ms
42	nbody	197 ms +- 4 ms	187 ms +- 6 ms	200 ms +- 14 ms	184 ms +- 6 ms	180 ms +- 4 ms	188 ms +- 12 ms	183 ms +- 4 ms	183 ms +- 7 ms	187 ms +- 7 ms	185 ms +- 6 ms	186 ms +- 9 ms
43	nqueens	145 ms +- 5 ms	148 ms +- 16 ms	146 ms +- 4 ms	143 ms +- 2 ms	144 ms +- 5 ms	146 ms +- 8 ms	144 ms +- 3 ms	144 ms +- 4 ms	142 ms +- 2 ms	144 ms +- 7 ms	148 ms +- 13 ms
44	pathlib	39.3 ms +- 3.7 ms	38.8 ms +- 3.4 ms	36.9 ms +- 1.1 ms	36.6 ms +- 1.1 ms	37.0 ms +- 1.0 ms	37.1 ms +- 1.6 ms	37.1 ms +- 2.0 ms	36.4 ms +- 1.3 ms	37.0 ms +- 2.0 ms	35.9 ms +- 1.0 ms	36.2 ms +- 1.3 ms
45	pickle	13.6 us +- 0.4 us	13.8 us +- 0.9 us	14.0 us +- 0.7 us	14.2 us +- 1.0 us	14.0 us +- 0.6 us	13.9 us +- 0.8 us	13.8 us +- 0.7 us	13.8 us +- 0.6 us	13.9 us +- 0.8 us	13.8 us +- 0.6 us	13.9 us +- 0.8 us
46	pickle_dict	37.7 us +- 0.8 us	37.0 us +- 1.8 us	37.8 us +- 1.9 us	37.5 us +- 1.8 us	37.5 us +- 0.9 us	37.9 us +- 2.1 us	37.4 us +- 1.6 us	37.8 us +- 2.2 us	37.3 us +- 0.9 us	37.7 us +- 2.0 us	37.1 us +- 0.7 us
47	pickle_list	5.57 us +- 0.32 us	5.65 us +- 0.56 us	5.60 us +- 0.52 us	5.41 us +- 0.25 us	5.44 us +- 0.28 us	5.44 us +- 0.44 us	5.43 us +- 0.25 us	5.41 us +- 0.37 us	5.36 us +- 0.30 us	5.34 us +- 0.23 us	5.36 us +- 0.21 us
48	pickle_pure_python	743 us +- 70 us	744 us +- 54 us	737 us +- 43 us	726 us +- 24 us	724 us +- 38 us	719 us +- 22 us	718 us +- 17 us	726 us +- 38 us	713 us +- 36 us	719 us +- 21 us	723 us +- 65 us
49	pidigits	235 ms +- 4 ms	236 ms +- 5 ms	237 ms +- 10 ms	236 ms +- 4 ms	236 ms +- 5 ms	239 ms +- 8 ms	235 ms +- 8 ms	237 ms +- 5 ms	236 ms +- 6 ms	238 ms +- 13 ms	236 ms +- 9 ms
50	pprint_pformat	2.26 sec +- 0.04 sec	2.25 sec +- 0.05 sec	2.27 sec +- 0.04 sec	2.24 sec +- 0.04 sec	2.24 sec +- 0.05 sec	2.25 sec +- 0.05 sec	2.23 sec +- 0.04 sec	2.24 sec +- 0.06 sec	2.21 sec +- 0.04 sec	2.22 sec +- 0.04 sec	2.23 sec +- 0.04 sec
51	pyflate	1.05 sec +- 0.02 sec	1.05 sec +- 0.03 sec	1.05 sec +- 0.03 sec	1.03 sec +- 0.02 sec	1.02 sec +- 0.02 sec	1.03 sec +- 0.02 sec	1.02 sec +- 0.02 sec	1.03 sec +- 0.03 sec	1.03 sec +- 0.03 sec	1.02 sec +- 0.02 sec	1.04 sec +- 0.02 sec
52	python_startup	13.8 ms +- 0.8 ms	13.8 ms +- 0.8 ms	13.6 ms +- 0.8 ms	13.5 ms +- 0.9 ms	13.6 ms +- 0.8 ms	13.7 ms +- 0.8 ms	13.4 ms +- 0.7 ms	13.6 ms +- 0.7 ms	13.7 ms +- 0.9 ms	13.6 ms +- 1.1 ms	13.8 ms +- 1.0 ms
53	python_startup_no_site	9.05 ms +- 0.61 ms	9.00 ms +- 0.62 ms	8.80 ms +- 0.49 ms	8.62 ms +- 0.32 ms	8.67 ms +- 0.38 ms	8.72 ms +- 0.44 ms	8.68 ms +- 0.42 ms	8.90 ms +- 0.65 ms	8.89 ms +- 0.59 ms	8.72 ms +- 0.43 ms	9.10 ms +- 0.46 ms
54	raytrace	839 ms +- 21 ms	831 ms +- 21 ms	822 ms +- 15 ms	823 ms +- 24 ms	827 ms +- 17 ms	826 ms +- 21 ms	820 ms +- 19 ms	808 ms +- 13 ms	823 ms +- 21 ms	818 ms +- 18 ms	817 ms +- 17 ms
55	regex_compile	256 ms +- 7 ms	263 ms +- 12 ms	256 ms +- 8 ms	255 ms +- 7 ms	257 ms +- 13 ms	255 ms +- 10 ms	254 ms +- 6 ms	256 ms +- 9 ms	253 ms +- 9 ms	257 ms +- 10 ms	254 ms +- 11 ms
56	regex_dna	237 ms +- 12 ms	234 ms +- 4 ms	232 ms +- 10 ms	230 ms +- 2 ms	230 ms +- 5 ms	235 ms +- 11 ms	231 ms +- 6 ms	232 ms +- 5 ms	230 ms +- 9 ms	231 ms +- 5 ms	230 ms +- 5 ms
57	regex_effbot	3.93 ms +- 0.15 ms	4.01 ms +- 0.22 ms	3.75 ms +- 0.14 ms	3.74 ms +- 0.10 ms	3.74 ms +- 0.11 ms	3.78 ms +- 0.33 ms	3.78 ms +- 0.17 ms	3.77 ms +- 0.16 ms	3.77 ms +- 0.16 ms	3.73 ms +- 0.09 ms	3.76 ms +- 0.10 ms
58	regex_v8	32.0 ms +- 2.2 ms	31.2 ms +- 1.6 ms	31.5 ms +- 2.7 ms	31.3 ms +- 2.9 ms	31.5 ms +- 1.6 ms	31.2 ms +- 1.4 ms	31.2 ms +- 0.7 ms	32.1 ms +- 1.9 ms	31.0 ms +- 0.6 ms	31.1 ms +- 0.7 ms	32.9 ms +- 1.1 ms
59	richards	120 ms +- 10 ms	116 ms +- 3 ms	117 ms +- 5 ms	118 ms +- 8 ms	114 ms +- 5 ms	116 ms +- 5 ms	115 ms +- 3 ms	115 ms +- 5 ms	115 ms +- 4 ms	115 ms +- 4 ms	117 ms +- 12 ms
60	richards_super	141 ms +- 8 ms	138 ms +- 5 ms	138 ms +- 5 ms	138 ms +- 5 ms	134 ms +- 2 ms	136 ms +- 3 ms	138 ms +- 4 ms	136 ms +- 6 ms	135 ms +- 4 ms	136 ms +- 4 ms	136 ms +- 5 ms
61	scimark_fft	526 ms +- 10 ms	525 ms +- 13 ms	524 ms +- 14 ms	513 ms +- 15 ms	513 ms +- 19 ms	511 ms +- 9 ms	507 ms +- 16 ms	508 ms +- 9 ms	509 ms +- 12 ms	509 ms +- 12 ms	507 ms +- 10 ms
62	scimark_lu	231 ms +- 14 ms	265 ms +- 10 ms	232 ms +- 16 ms	248 ms +- 16 ms	244 ms +- 12 ms	237 ms +- 12 ms	241 ms +- 11 ms	242 ms +- 12 ms	243 ms +- 12 ms	244 ms +- 15 ms	239 ms +- 9 ms
63	scimark_monte_carlo	158 ms +- 6 ms	164 ms +- 7 ms	162 ms +- 5 ms	161 ms +- 6 ms	155 ms +- 7 ms	156 ms +- 8 ms	158 ms +- 11 ms	155 ms +- 8 ms	155 ms +- 6 ms	156 ms +- 5 ms	153 ms +- 4 ms
64	scimark_sor	306 ms +- 11 ms	316 ms +- 14 ms	308 ms +- 13 ms	315 ms +- 22 ms	307 ms +- 12 ms	310 ms +- 11 ms	308 ms +- 13 ms	306 ms +- 11 ms	310 ms +- 11 ms	305 ms +- 11 ms	307 ms +- 14 ms
65	scimark_sparse_mat_mult	6.29 ms +- 0.19 ms	6.48 ms +- 0.16 ms	6.51 ms +- 0.26 ms	6.58 ms +- 0.49 ms	6.52 ms +- 0.20 ms	6.62 ms +- 0.36 ms	6.57 ms +- 0.18 ms	6.78 ms +- 0.73 ms	6.59 ms +- 0.26 ms	6.56 ms +- 0.28 ms	6.53 ms +- 0.21 ms
66	spectral_norm	203 ms +- 4 ms	203 ms +- 7 ms	204 ms +- 4 ms	201 ms +- 13 ms	204 ms +- 12 ms	204 ms +- 8 ms	200 ms +- 10 ms	204 ms +- 9 ms	201 ms +- 7 ms	202 ms +- 7 ms	203 ms +- 7 ms
67	sqlalchemy_declarative	228 ms +- 7 ms	232 ms +- 12 ms	229 ms +- 11 ms	225 ms +- 7 ms	227 ms +- 10 ms	226 ms +- 8 ms	225 ms +- 9 ms	228 ms +- 15 ms	226 ms +- 9 ms	223 ms +- 7 ms	225 ms +- 8 ms
68	sqlalchemy_imperative	32.4 ms +- 2.2 ms	33.0 ms +- 2.4 ms	32.3 ms +- 2.4 ms	32.0 ms +- 1.8 ms	32.1 ms +- 2.2 ms	31.5 ms +- 1.8 ms	32.4 ms +- 3.3 ms	31.6 ms +- 1.4 ms	32.7 ms +- 2.5 ms	31.3 ms +- 1.5 ms	31.7 ms +- 1.7 ms
69	sqlglot_normalize	202 ms +- 7 ms	208 ms +- 10 ms	200 ms +- 7 ms	198 ms +- 5 ms	200 ms +- 7 ms	201 ms +- 10 ms	199 ms +- 5 ms	200 ms +- 6 ms	199 ms +- 7 ms	200 ms +- 8 ms	201 ms +- 8 ms
70	sqlglot_optimize	95.2 ms +- 3.1 ms	99.5 ms +- 6.2 ms	95.0 ms +- 2.4 ms	94.9 ms +- 2.4 ms	97.9 ms +- 3.5 ms	96.2 ms +- 4.4 ms	95.7 ms +- 2.8 ms	96.2 ms +- 3.1 ms	96.3 ms +- 4.3 ms	96.0 ms +- 5.1 ms	95.7 ms +- 5.2 ms
71	sqlglot_parse	3.32 ms +- 0.16 ms	3.44 ms +- 0.14 ms	3.45 ms +- 0.29 ms	3.38 ms +- 0.09 ms	3.40 ms +- 0.13 ms	3.32 ms +- 0.13 ms	3.32 ms +- 0.07 ms	3.37 ms +- 0.12 ms	3.39 ms +- 0.23 ms	3.34 ms +- 0.11 ms	3.41 ms +- 0.09 ms
72	sqlglot_transpile	3.85 ms +- 0.17 ms	4.03 ms +- 0.29 ms	3.91 ms +- 0.08 ms	3.85 ms +- 0.06 ms	3.88 ms +- 0.16 ms	3.85 ms +- 0.14 ms	3.85 ms +- 0.13 ms	3.95 ms +- 0.26 ms	3.87 ms +- 0.21 ms	3.85 ms +- 0.13 ms	3.82 ms +- 0.07 ms
73	sqlite_synth	4.30 us +- 0.36 us	4.23 us +- 0.22 us	4.24 us +- 0.22 us	4.26 us +- 0.16 us	4.18 us +- 0.22 us	4.16 us +- 0.14 us	4.20 us +- 0.15 us	4.21 us +- 0.14 us	4.24 us +- 0.22 us	4.17 us +- 0.10 us	4.17 us +- 0.15 us
74	sympy_expand	753 ms +- 19 ms	757 ms +- 21 ms	755 ms +- 22 ms	751 ms +- 21 ms	753 ms +- 26 ms	751 ms +- 18 ms	755 ms +- 18 ms	756 ms +- 23 ms	751 ms +- 19 ms	743 ms +- 15 ms	754 ms +- 19 ms
75	sympy_integrate	34.0 ms +- 0.9 ms	34.4 ms +- 1.4 ms	33.5 ms +- 1.1 ms	33.6 ms +- 2.1 ms	34.1 ms +- 1.8 ms	33.7 ms +- 1.4 ms	33.8 ms +- 1.4 ms	33.6 ms +- 0.8 ms	33.9 ms +- 1.7 ms	33.4 ms +- 1.2 ms	33.5 ms +- 1.5 ms
76	sympy_str	467 ms +- 20 ms	466 ms +- 10 ms	461 ms +- 13 ms	456 ms +- 9 ms	463 ms +- 14 ms	463 ms +- 18 ms	463 ms +- 16 ms	461 ms +- 13 ms	454 ms +- 17 ms	454 ms +- 11 ms	463 ms +- 17 ms
77	sympy_sum	262 ms +- 12 ms	264 ms +- 9 ms	261 ms +- 10 ms	264 ms +- 11 ms	261 ms +- 11 ms	260 ms +- 11 ms	259 ms +- 9 ms	264 ms +- 10 ms	262 ms +- 12 ms	255 ms +- 5 ms	257 ms +- 5 ms
78	telco	9.57 ms +- 0.68 ms	9.37 ms +- 0.63 ms	9.08 ms +- 0.40 ms	9.17 ms +- 0.31 ms	9.14 ms +- 0.48 ms	9.06 ms +- 0.34 ms	9.15 ms +- 0.55 ms	9.00 ms +- 0.35 ms	8.92 ms +- 0.42 ms	9.23 ms +- 0.86 ms	9.00 ms +- 0.53 ms
79	tomli_loads	4.06 sec +- 0.08 sec	4.10 sec +- 0.08 sec	4.05 sec +- 0.07 sec	4.00 sec +- 0.07 sec	3.96 sec +- 0.08 sec	3.96 sec +- 0.07 sec	3.92 sec +- 0.07 sec	3.92 sec +- 0.07 sec	3.98 sec +- 0.06 sec	3.98 sec +- 0.06 sec	3.97 sec +- 0.07 sec
80	tornado_http	229 ms +- 15 ms	227 ms +- 11 ms	220 ms +- 11 ms	219 ms +- 14 ms	222 ms +- 14 ms	219 ms +- 11 ms	220 ms +- 14 ms	224 ms +- 15 ms	217 ms +- 10 ms	223 ms +- 14 ms	218 ms +- 12 ms
81	typing_runtime_protocols	802 us +- 37 us	788 us +- 13 us	787 us +- 27 us	804 us +- 71 us	805 us +- 25 us	798 us +- 39 us	796 us +- 16 us	795 us +- 29 us	793 us +- 18 us	791 us +- 17 us	798 us +- 25 us
82	unpack_sequence	69.8 ns +- 2.3 ns	70.6 ns +- 5.0 ns	69.7 ns +- 5.2 ns	66.9 ns +- 5.5 ns	66.1 ns +- 3.3 ns	65.4 ns +- 1.2 ns	65.5 ns +- 1.6 ns	65.9 ns +- 4.9 ns	66.5 ns +- 5.2 ns	64.5 ns +- 2.4 ns	65.1 ns +- 4.7 ns
83	unpickle	21.5 us +- 2.3 us	20.9 us +- 0.6 us	20.9 us +- 1.1 us	20.8 us +- 0.7 us	21.3 us +- 1.2 us	20.7 us +- 0.4 us	20.7 us +- 0.5 us	21.2 us +- 1.1 us	20.9 us +- 0.5 us	21.2 us +- 1.3 us	21.3 us +- 0.8 us
84	unpickle_list	6.03 us +- 0.21 us	6.05 us +- 0.43 us	6.02 us +- 0.51 us	6.08 us +- 0.29 us	6.22 us +- 0.31 us	6.20 us +- 0.57 us	6.17 us +- 0.37 us	6.20 us +- 0.53 us	6.01 us +- 0.64 us	5.90 us +- 0.13 us	5.95 us +- 0.25 us
85	unpickle_pure_python	496 us +- 18 us	500 us +- 15 us	500 us +- 25 us	497 us +- 29 us	495 us +- 12 us	491 us +- 25 us	490 us +- 16 us	486 us +- 11 us	485 us +- 16 us	481 us +- 6 us	490 us +- 25 us
86	xml_etree_generate	145 ms +- 9 ms	147 ms +- 10 ms	145 ms +- 5 ms	145 ms +- 11 ms	148 ms +- 13 ms	144 ms +- 6 ms	146 ms +- 7 ms	145 ms +- 3 ms	144 ms +- 4 ms	145 ms +- 9 ms	146 ms +- 6 ms
87	xml_etree_iterparse	148 ms +- 6 ms	147 ms +- 7 ms	143 ms +- 5 ms	143 ms +- 9 ms	141 ms +- 3 ms	142 ms +- 4 ms	145 ms +- 9 ms	144 ms +- 6 ms	144 ms +- 8 ms	142 ms +- 4 ms	144 ms +- 6 ms
88	xml_etree_parse	207 ms +- 11 ms	205 ms +- 6 ms	200 ms +- 6 ms	200 ms +- 7 ms	204 ms +- 10 ms	201 ms +- 5 ms	200 ms +- 5 ms	206 ms +- 14 ms	200 ms +- 7 ms	201 ms +- 5 ms	202 ms +- 5 ms
89	xml_etree_process	116 ms +- 9 ms	115 ms +- 5 ms	114 ms +- 6 ms	113 ms +- 2 ms	113 ms +- 7 ms	113 ms +- 4 ms	114 ms +- 5 ms	115 ms +- 4 ms	115 ms +- 6 ms	114 ms +- 7 ms	115 ms +- 4 ms

3.Calculation(UNIT: ms)

	Task	3.8.0	3.8.1	3.8.2	3.8.3	3.8.4	3.8.5	3.8.6	3.8.7	3.8.8	3.8.9	3.8.10
0	2to3	496.0	498.0	491.0	489.0	485.0	490.0	486.0	487.0	491.0	488.0	492.0
1	async_generators	563.0	564.0	557.0	557.0	555.0	550.0	548.0	553.0	548.0	548.0	544.0
2	async_tree_cpu_io_mixed	1410.0	1410.0	1390.0	1420.0	1410.0	1390.0	1380.0	1390.0	1380.0	1400.0	1390.0
3	async_tree_io	2530.0	2540.0	2530.0	2490.0	2490.0	2470.0	2450.0	2470.0	2450.0	2480.0	2470.0
4	async_tree_memoization	1270.0	1280.0	1240.0	1260.0	1250.0	1250.0	1230.0	1250.0	1240.0	1250.0	1240.0
5	async_tree_none	1040.0	1050.0	1040.0	1030.0	1020.0	1010.0	1010.0	1010.0	1000.0	1020.0	1010.0
6	asyncio_tcp	1420.0	1400.0	1410.0	1380.0	1340.0	1340.0	1320.0	1370.0	1360.0	1370.0	1400.0
7	asyncio_tcp_ssl	3450.0	3700.0	3280.0	3640.0	3700.0	3670.0	3820.0	3580.0	3600.0	3680.0	3890.0
8	asyncio_websockets	629.0	624.0	630.0	624.0	628.0	621.0	621.0	621.0	618.0	620.0	621.0
9	bench_mp_pool	11.6	12.0	11.8	11.9	11.6	11.5	11.3	11.8	11.2	11.2	11.4
10	bench_thread_pool	1.83	1.8	1.81	1.81	1.8	1.79	1.76	1.78	1.81	1.8	1.79
11	chameleon	15.1	14.9	15.0	14.9	14.9	14.7	14.6	14.5	14.9	14.7	14.5
12	chaos	179.0	181.0	180.0	175.0	175.0	178.0	177.0	178.0	174.0	175.0	174.0
13	comprehensions	0.0405	0.0412	0.0407	0.0413	0.041	0.0409	0.0413	0.0413	0.0413	0.0408	0.0406
14	coroutines	61.0	60.4	59.7	59.5	60.1	60.4	60.2	60.0	60.9	59.8	59.9
15	coverage	72.0	73.3	71.7	73.4	73.1	72.6	72.2	72.7	72.3	72.7	74.1
16	create_gc_cycles	1.79	1.78	1.78	1.77	1.78	1.77	1.79	1.79	1.75	1.75	1.76
17	crypto_pyaes	167.0	165.0	166.0	166.0	167.0	166.0	167.0	166.0	168.0	167.0	169.0
18	dask	/	/	/	/	954.0	952.0	964.0	955.0	965.0	977.0	973.0
19	deepcopy	0.692	0.702	0.696	0.682	0.687	0.68	0.685	0.687	0.673	0.68	0.681
20	deepcopy_memo	0.0798	0.0804	0.0807	0.079	0.08	0.0802	0.0779	0.0784	0.0791	0.0793	0.0792
21	deepcopy_reduce	0.0061	0.0062	0.0062	0.006	0.0061	0.006	0.006	0.006	0.006	0.006	0.006
22	deltablue	11.9	11.7	11.9	11.8	11.8	11.9	11.7	11.7	11.8	11.8	11.7
23	docutils	4270.0	4310.0	4210.0	4160.0	4180.0	4160.0	4130.0	4140.0	4150.0	4160.0	4170.0
24	dulwich_log	116.0	115.0	118.0	115.0	116.0	115.0	114.0	116.0	115.0	115.0	115.0
25	fannkuch	659.0	661.0	663.0	650.0	652.0	648.0	650.0	646.0	659.0	657.0	655.0
26	float	179.0	178.0	176.0	179.0	176.0	177.0	177.0	175.0	178.0	176.0	175.0
27	gc_traversal	4.71	4.77	4.67	4.64	4.68	4.72	4.74	4.68	4.68	4.85	4.83
28	generators	94.3	93.7	95.5	94.6	93.5	94.2	93.0	92.3	93.9	94.3	94.9
29	genshi_text	45.6	45.9	44.6	45.0	46.2	46.8	45.6	47.2	45.6	45.5	46.1
30	genshi_xml	92.3	89.8	88.5	89.4	90.3	90.4	92.2	88.8	89.8	91.4	91.1
31	go	396.0	399.0	400.0	390.0	389.0	387.0	387.0	389.0	390.0	394.0	389.0
32	hexiom	15.5	15.8	15.5	15.3	15.5	15.6	15.5	15.4	15.5	15.5	15.3
33	html5lib	126.0	128.0	128.0	125.0	126.0	125.0	124.0	125.0	126.0	125.0	122.0
34	json_dumps	19.5	19.5	19.5	19.0	19.1	19.0	19.1	19.0	18.9	18.7	18.9
35	json_loads	0.0405	0.0397	0.0392	0.0392	0.0396	0.0395	0.0397	0.0392	0.0393	0.0391	0.0395
36	logging_format	0.0146	0.0144	0.0147	0.0148	0.0143	0.0145	0.0145	0.0145	0.0147	0.0147	0.0149
37	logging_silent	0.0003	0.0003	0.0003	0.0003	0.0003	0.0003	0.0003	0.0003	0.0003	0.0003	0.0003
38	logging_simple	0.0132	0.0134	0.0134	0.0135	0.0133	0.0133	0.0132	0.0133	0.0134	0.0132	0.0135
39	mako	27.9	27.1	26.7	27.2	26.8	26.8	26.6	26.4	26.4	26.2	26.7
40	mdp	4410.0	4400.0	4350.0	4330.0	4350.0	4340.0	4290.0	4290.0	4330.0	4330.0	4330.0
41	meteor_contest	147.0	145.0	146.0	145.0	146.0	147.0	146.0	145.0	145.0	144.0	146.0
42	nbody	197.0	187.0	200.0	184.0	180.0	188.0	183.0	183.0	187.0	185.0	186.0
43	nqueens	145.0	148.0	146.0	143.0	144.0	146.0	144.0	144.0	142.0	144.0	148.0
44	pathlib	39.3	38.8	36.9	36.6	37.0	37.1	37.1	36.4	37.0	35.9	36.2
45	pickle	0.0136	0.0138	0.014	0.0142	0.014	0.0139	0.0138	0.0138	0.0139	0.0138	0.0139
46	pickle_dict	0.0377	0.037	0.0378	0.0375	0.0375	0.0379	0.0374	0.0378	0.0373	0.0377	0.0371
47	pickle_list	0.0056	0.0057	0.0056	0.0054	0.0054	0.0054	0.0054	0.0054	0.0054	0.0053	0.0054
48	pickle_pure_python	0.743	0.744	0.737	0.726	0.724	0.719	0.718	0.726	0.713	0.719	0.723
49	pidigits	235.0	236.0	237.0	236.0	236.0	239.0	235.0	237.0	236.0	238.0	236.0
50	pprint_pformat	2260.0	2250.0	2270.0	2240.0	2240.0	2250.0	2230.0	2240.0	2210.0	2220.0	2230.0
51	pyflate	1050.0	1050.0	1050.0	1030.0	1020.0	1030.0	1020.0	1030.0	1030.0	1020.0	1040.0
52	python_startup	13.8	13.8	13.6	13.5	13.6	13.7	13.4	13.6	13.7	13.6	13.8
53	python_startup_no_site	9.05	9.0	8.8	8.62	8.67	8.72	8.68	8.9	8.89	8.72	9.1
54	raytrace	839.0	831.0	822.0	823.0	827.0	826.0	820.0	808.0	823.0	818.0	817.0
55	regex_compile	256.0	263.0	256.0	255.0	257.0	255.0	254.0	256.0	253.0	257.0	254.0
56	regex_dna	237.0	234.0	232.0	230.0	230.0	235.0	231.0	232.0	230.0	231.0	230.0
57	regex_effbot	3.93	4.01	3.75	3.74	3.74	3.78	3.78	3.77	3.77	3.73	3.76
58	regex_v8	32.0	31.2	31.5	31.3	31.5	31.2	31.2	32.1	31.0	31.1	32.9
59	richards	120.0	116.0	117.0	118.0	114.0	116.0	115.0	115.0	115.0	115.0	117.0
60	richards_super	141.0	138.0	138.0	138.0	134.0	136.0	138.0	136.0	135.0	136.0	136.0
61	scimark_fft	526.0	525.0	524.0	513.0	513.0	511.0	507.0	508.0	509.0	509.0	507.0
62	scimark_lu	231.0	265.0	232.0	248.0	244.0	237.0	241.0	242.0	243.0	244.0	239.0
63	scimark_monte_carlo	158.0	164.0	162.0	161.0	155.0	156.0	158.0	155.0	155.0	156.0	153.0
64	scimark_sor	306.0	316.0	308.0	315.0	307.0	310.0	308.0	306.0	310.0	305.0	307.0
65	scimark_sparse_mat_mult	6.29	6.48	6.51	6.58	6.52	6.62	6.57	6.78	6.59	6.56	6.53
66	spectral_norm	203.0	203.0	204.0	201.0	204.0	204.0	200.0	204.0	201.0	202.0	203.0
67	sqlalchemy_declarative	228.0	232.0	229.0	225.0	227.0	226.0	225.0	228.0	226.0	223.0	225.0
68	sqlalchemy_imperative	32.4	33.0	32.3	32.0	32.1	31.5	32.4	31.6	32.7	31.3	31.7
69	sqlglot_normalize	202.0	208.0	200.0	198.0	200.0	201.0	199.0	200.0	199.0	200.0	201.0
70	sqlglot_optimize	95.2	99.5	95.0	94.9	97.9	96.2	95.7	96.2	96.3	96.0	95.7
71	sqlglot_parse	3.32	3.44	3.45	3.38	3.4	3.32	3.32	3.37	3.39	3.34	3.41
72	sqlglot_transpile	3.85	4.03	3.91	3.85	3.88	3.85	3.85	3.95	3.87	3.85	3.82
73	sqlite_synth	0.0043	0.0042	0.0042	0.0043	0.0042	0.0042	0.0042	0.0042	0.0042	0.0042	0.0042
74	sympy_expand	753.0	757.0	755.0	751.0	753.0	751.0	755.0	756.0	751.0	743.0	754.0
75	sympy_integrate	34.0	34.4	33.5	33.6	34.1	33.7	33.8	33.6	33.9	33.4	33.5
76	sympy_str	467.0	466.0	461.0	456.0	463.0	463.0	463.0	461.0	454.0	454.0	463.0
77	sympy_sum	262.0	264.0	261.0	264.0	261.0	260.0	259.0	264.0	262.0	255.0	257.0
78	telco	9.57	9.37	9.08	9.17	9.14	9.06	9.15	9.0	8.92	9.23	9.0
79	tomli_loads	4060.0	4100.0	4050.0	4000.0	3960.0	3960.0	3920.0	3920.0	3980.0	3980.0	3970.0
80	tornado_http	229.0	227.0	220.0	219.0	222.0	219.0	220.0	224.0	217.0	223.0	218.0
81	typing_runtime_protocols	0.802	0.788	0.787	0.804	0.805	0.798	0.796	0.795	0.793	0.791	0.798
82	unpack_sequence	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001	0.0001
83	unpickle	0.0215	0.0209	0.0209	0.0208	0.0213	0.0207	0.0207	0.0212	0.0209	0.0212	0.0213
84	unpickle_list	0.006	0.006	0.006	0.0061	0.0062	0.0062	0.0062	0.0062	0.006	0.0059	0.006
85	unpickle_pure_python	0.496	0.5	0.5	0.497	0.495	0.491	0.49	0.486	0.485	0.481	0.49
86	xml_etree_generate	145.0	147.0	145.0	145.0	148.0	144.0	146.0	145.0	144.0	145.0	146.0
87	xml_etree_iterparse	148.0	147.0	143.0	143.0	141.0	142.0	145.0	144.0	144.0	142.0	144.0
88	xml_etree_parse	207.0	205.0	200.0	200.0	204.0	201.0	200.0	206.0	200.0	201.0	202.0
89	xml_etree_process	116.0	115.0	114.0	113.0	113.0	113.0	114.0	115.0	115.0	114.0	115.0
SUM		37938.7568	38304.4973	37530.9638	37624.4515	38561.7043	38458.9011	38373.2097	38265.2957	38310.4159	38485.8826	38728.374
AVG		426.2782	430.3876	421.6962	422.7466	428.4634	427.3211	426.369	425.17	425.6713	427.6209	430.3153
UP%		102.0813%	101.1066%	103.1905%	102.9341%	100.4322%	100.7007%	100.9256%	101.2102%	101.0910%	100.6301%	100.0000%

https://github.com/IvanaXu/PythonVersions