树莓派以及一些常见的硬件设备的浮点计算能力FLOPS

jupiter
2021-12-15 / 0 评论 / 2,040 阅读 / 正在检测是否收录...
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1.The GFLOPS/W of the various machines in the VMW Research Group

#NameGFLOPS/WGFLOPSAverage PowerMax PowerIdle PowerarchvendortypeCores/ThreadsRAMOtherLinpack Settings
1haswell-ep2.13 GFLOPS/W428 GFLOPS201 W298 W58.7 Wx86_64Intel 6/63/2hsw e5-2640v316 (32)80GB (N=80000, 16 threads, OpenBLAS)
5Raspberry Pi-4B (4GB) 64-bit kernel/userspace2.02 GFLOPS/W13.5 GFLOPS6.66W7.30W2.56Waarch64ARMv8Cortex A7244GB (N=20000, 4 threads, OpenBLAS)
3haswell/quadro (cpu only)1.68 GFLOPS/W181 GFLOPS107.9 W134.1 W29.3 Wx86_64Intel 6/60/3hsw i7-47904 (8)16GBQuadro K2200(N=40000, 4 threads, OpenBLAS)
4broadwell macbookair1.64 GFLOPS/W47.7 GFLOPS29.1 W32.6 W10.0 Wx86_64Intel 6/61/4bdw i5-5250U2 (4)4GBmacbook-air(N=20000, 2 threads, OpenBLAS)
5haswell desktop1.56 GFLOPS/W145 GFLOPS92.7 W126.6 W22.3 Wx86_64Intel 6/60/3hsw i7-47704 (8)4GB (N=20000, 4 threads, OpenBLAS)
6Raspberry Pi-4B (1GB)1.50 GFLOPS/W9.92 GFLOPS6.6W7.9W2.9WARMARMv7/8Cortex A7241GB (N=9000, 4 threads, OpenBLAS)
7haswell desktop (instrumented)1.47 GFLOPS/W115 GFLOPS80.6 W107 W25.9 Wx86_64Intel 6/60/3hsw i5-4570S4 (4)4GB (N=20000, 4 threads, OpenBLAS)
8Raspberry Pi-4B (4GB)1.35 GFLOPS/W9.69 GFLOPS7.2W8.2W2.8WARMARMv7/8Cortex A7244GB (N=19000, 4 threads, OpenBLAS)
9ivb mac-mini1.21 GFLOPS/W41.2 GFLOPS33.9 W35.8 W11.5 Wx86_64Intel 6/58/9ivb i5-3210M2 (4)4GB (N=20000, 2 threads, OpenBLAS)
10jetson-tx11.20 GFLOPS/W16 GFLOPS13.4 W15.3 W2.1 WARMARMv8CortexA5744GBNVIDIA(N=20000, 4 thread, OpenBLAS)
11Raspberry Pi-3A+1.19 GFLOPS/W5.00 GFLOPS4.1W7.6W1.4WARMARMv7/8Cortex A534512MB (N=5000, 4 threads, OpenBLAS)
12raspberry pi 2B-v1.21.07 GFLOPS/W4.43 GFLOPS4.1W5.1W1.7WARMARMv7/8Cortex A5341GB2B-v1.2(N=8000, 4 threads, OpenBLAS)
13ivb macbook-air1.02 GFLOPS/W34.5 GFLOPS34.0 W37.2 W13.8 Wx86_64Intel 6/58/9ivb i5-3427U2 (4)4GB (N=10000, 2 threads, OpenBLAS)
14raspberry pi30.813 GFLOPS/W*3.62 GFLOPS4.3W4.8W1.8WARMARMv7/8Cortex A5341GB3 Model B(N=6000*, 4 threads, OpenBLAS)
15fam17h-epyc0.795 GFLOPS/W109 GFLOPS137 W151 W67 Wx86_64AMD 23/1/2EPYC 72518 (16)16GB (N=40000, 8 threads, OpenBLAS)
16raspberry pi 3B+0.73 GFLOPS/W5.3 GFLOPS7.3W9.4W2.6WARMARMv7/8Cortex A5341GB3B+(N=10000, 4 threads, OpenBLAS)
17odroid-xu0.599 GFLOPS/W8.3 GFLOPS13.9 W18.4 W2.7 WARMARMv7Cortex A7/A154 Big 4 Little2GBExynos 5 Octa(N=12000, 4 threads, OpenBLAS)
18fam15h-piledriver0.466 GFLOPS/W122 GFLOPS262 W335 W167 Wx86_64AMD 21/2/0Opteron 637616 (32)16GB (N=40000, 16 threads, OpenBLAS)
19dragonboard0.450 GFLOPS/W2.10 GFLOPS4.7W5.7W2.4WARMARMv8Cortex-A5341GBSnapdragon 410c(N=8000, 4 threads, OpenBLAS)
20haswell/quadro (GPU only)0.436 GFLOPS/W38.4 GFLOPS (Double)88.0 W121.1 W29.2 WNVIDIAQuadro K2200 4GB (N=40000, hpl-cuda)
21raspberry pi20.432 GFLOPS/W1.47 GFLOPS3.4 W3.6 W1.8 WARMARMv7Cortex A741GBModel 2(N=10000, 4 threads, OpenBLAS)
22fam15h-a100.432 GFLOPS/W54 GFLOPS125.6 W148.6 W28.2 Wx86_64AMD 21/19/1A10-6800B48GB (N=30000, 4 threads, OpenBLAS)
23fam16h-a8-jaguar0.354 GFLOPS/W14.1 GFLOPS39.7 W43.6 W22.5 Wx86_64AMD 22/48/1A8-641044GB (N=10000, 4 threads, OpenBLAS)
24core20.292 GFLOPS/W18.0 GFLOPS61.7 W67.9 W23.4 Wx86_64Intel 6/23/10Core2 P870024GB (N=15000, 2 threads, OpenBLAS)
25chromebook0.277 GFLOPS/W3.0 GFLOPS10.7 W11.1 W5.9 WARMARMv7Cortex A1522GBExynos 5 Dual(N=10000, 2 threads, OpenBLAS)
26fam10h-phenom0.277 GFLOPS/W40.3 GFLOPS145.4 W175.0 W69.5 Wx86_64AMD 16/4/3Phenom II X4 95542GB (N=15000, 4 threads, OpenBLAS)
27raspberry pi-zero-w0.238 GFLOPS/W0.247 GFLOPS1.0 W1.1 W0.6 WARMARMv6BCM28351512MBModel Zero-W(N=4000, 1 thread, OpenBLAS)
28raspberry pi-zero0.236 GFLOPS/W0.319 GFLOPS1.3 W1.4 W0.8 WARMARMv6BCM28351512MBModel Zero(N=5000, 1 thread, OpenBLAS)
29raspberry pi-aplus0.223 GFLOPS/W0.218 GFLOPS1.0 W1.0 W0.8 WARMARMv6BCM28351256MBModel A+(N=4000, 1 thread, OpenBLAS)
30cubieboard20.194 GFLOPS/W0.861 GFLOPS4.4W4.6W2.2WARMARMv7Cortex A721GBAllwinner A20(N=8000, 2 threads, OpenBLAS)
31atom-cedarview desktop0.170 GFLOPS/W3.1 GFLOPS18.2 W18.5 W15.5 Wx86_64Intel 6/54/1Atom D25502 (4)4GB (N=10000, 2 threads, OpenBLAS)
32pi-cluster0.166 GFLOPS/W15.5 GFLOPS93.1 W96.8 W71.3 WarmCortex A7Raspberry Pi 29624GB (N=48000, 96 threads, OpenBLAS)
33pandaboard-es0.163 GFLOPS/W0.951 GFLOPS5.8 W6.5 W3.0 WARMARMv7Cortex A921GBES, OMAP4(N=4000, 2 threads, OpenBLAS)
34atom-cedarview server0.149 GFLOPS/W2.6 GFLOPS22.1 W22.4 W18.6 Wx86_64Intel 6/54/9Atom S12602 (4)4GB (N=20000, 2 threads, OpenBLAS)
35raspberry pi-bplus0.118 GFLOPS/W0.213 GFLOPS1.8 W1.9 W1.6 WARMARMv6BCM28351512MBModel B+(N=5000, 1 thread, OpenBLAS)
36fam14h-bobcat0.106 GFLOPS/W2.76 GFLOPS26.1 W27.1 W14.8 Wx86_64AMD 20/2/0Bobcat22GBG-T56N(N=8000, 2 threads, OpenBLAS)
37raspberry pi compute-module0.103 GFLOPS/W0.217 GFLOPS2.1W2.2W1.9WARMARMv6BCM28351512MBPi Compute Module(N=6000, 1 thread, OpenBLAS)
38atom-eeepc0.086 GFLOPS/W1.37 GFLOPS15.9 W16.3 W10.2 Wx86Intel 6/28/2Atom N2701 (2)2GBeeepc 901(N=12000, 2 threads, OpenBLAS)
39raspberry pi b0.073 GFLOPS/W0.213 GFLOPS2.9 W3.0 W2.7 WARMARMv6BCM28351512MBModel B(N=5000, 1 thread, OpenBLAS)
40Pentium D0.064 GFLOPS/W10.3 GFLOPS160.7 W180.5 W77.2 Wx86_64Intel 15/6/5Pentium 4/D1 (2)1GB (N=8000, 2 threads, OpenBLAS)
41beaglebone-black0.026 GFLOPS/W0.068 GFLOPS2.6 W2.8 W1.9 WARMARMv7Cortex A81512MBTI AM3(N=5000, 1 thread, OpenBLAS)
42gumstix-overo0.015 GFLOPS/W0.041 GFLOPS2.7 W2.8 W2.0 WARMARMv7Cortex A81256MBTI OMAP3(N=4000, 1 thread, ATLAS)
43beagleboard-xm0.014 GFLOPS/W0.054 GFLOPS4.0 W4.3 W3.2 WARMARMv7Cortex A81512MBTI DM3730(N=5000, 1 thread, OpenBLAS)
44Pentium II0.005 GFLOPS/W0.238 GFLOPS48.3 W48.7 W31.2 Wx86Intel 6/5/2Pentium II1256MB (N=3000, 1 thread, OpenBLAS)
45sparc0.003 GFLOPS/W0.456 GFLOPS140.7W146.8W136.9WSUNSPARCUltra1512MBTI Ultrasparc II(N=5000, 1 thread, OpenBLAS)
46appleII6.65E-9 GFLOPS/W1.33E-7 GFLOPS20.1 W20.1 W20.1 WMOS65C02Apple IIe1128kplatinum(N=10, 1 thread, BASIC)
?ELF Membership Card???? GFLOPS???ELFRCA1802 132kB???(??, 1 thread)
?sandybridge-ep?85 GFLOPS???x86_64Intel 6/45/?snb12 (24)16GB (N=40000 12 threads, ATLAS)
?trimslice???? GFLOPS???ARMARMv7Cortex A921GBTegra2???
?octane???? GFLOPS???MIPSSGIMIPS R12k1??????(??, 1 thread)
?avr32???? GFLOPS???AVR32AVRAP70001??????(??, 1 thread)
?gumstix-netstix???? GFLOPS???ARMARMv5Intel PXA255164MB???(??, 1 thread)
?k6-2+???? GFLOPS???x86AMDK6-2+1?????(??, 1 thread)
?486???? GFLOPS???x86Cyrix486120MB???(??, 1 thread)
?g3-iBook???? GFLOPS???PPCAppleG31640MB???(??, 1 thread)
?g4-powerBook???? GFLOPS???PPCAppleG412 GB???(??, 1 thread)
?p4???? GFLOPS???x86IntelPentium 41768MB???(??, 1 thread)
?core duo???? GFLOPS???x86IntelCore Duo22 GB???(??, 1 thread)

2.The top 50 fastest computers in the Weaver Research Group

#NameFLOPSarchvendortypeCores/ThreadsRAMOtherLinpack Settings
1haswell-ep436 GFLOPSx86_64Intel 6/63/2hsw e5-2640v316 (32)80GB (N=100000, 16 threads, OpenBLAS)
2power8195 GFLOPSppc64elIBM power88348-21c8 (64)32GB (N=40000, 8 threads, OpenBLAS)
3broadwell-ep184 GFLOPSx86_64Intel 6/79/1bdw e5-2620v48 (16)32GB (N=50000, 8 threads, OpenBLAS)
4haswell/quadro (CPU only)180 GFLOPSx86_64Intel 6/60/3hsw i7-47904 (8)16GBQuadro K2200(N=40000, 4 threads, OpenBLAS)
!haswell/quadro (GPU only)38.4 GFLOPS (Double)NVIDIAQuadro K2200 4GB (N=40000, hpl-cuda)
5skylake desktop161 GFLOPSx86_64Intel 6/94/3skl i7-67004 (8)8GB (N=30000, 4 threads, OpenBLAS)
6haswell desktop145 GFLOPSx86_64Intel 6/60/3hsw i7-47704 (8)4GB (N=20000, 4 threads, OpenBLAS)
7fam17h-epyc131 GFLOPSx86_64AMD 23/1/2EPYC 72518 (16)16GB (N=42000, 8 threads, OpenBLAS)
8fam15h-piledriver117 GFLOPSx86_64AMD 21/2/0Opteron 637616 (32)16GB (N=40000, 16 threads, OpenBLAS)
9haswell desktop (instrumented)115 GFLOPSx86_64Intel 6/60/3hsw i5-4570S4 (4)4GB (N=20000, 4 threads, OpenBLAS)
10sandybridge-ep85 GFLOPSx86_64Intel 6/45/?snb12 (24)16GB (N=40000 12 threads, ATLAS)
11elitebook77 GFLOPSx86_64AMD 23/24/1Ryzen 7-3700U4 (8)16GBZen+ elitebook laptop(N=20000, 4 threads, OpenBLAS)
12broadwell NUC66 GFLOPSx86_64Intel 6/61/4Broadwell i7-5557U2 (4)8GBIntel NUC(N=20000, 2 threads, OpenBLAS)
13fam15h-a1054 GFLOPSx86_64AMD 21/19/1A10-6800B48GB (N=30000, 4 threads, OpenBLAS)
14broadwell MacBookAir51 GFLOPSx86_64Intel 6/61/4Broadwell i5-5250U2 (4)4GBmacbook-air(N=20000, 2 threads, OpenBLAS)
15fam10h-phenom41 GFLOPSx86_64AMD 16/4/3Phenom II X4 95542GB (N=15000, 4 threads, OpenBLAS)
16ivb-mac-mini40 GFLOPSx86_64Intel 6/58/9ivb i5-3210M2 (4)4GB (N=20000, 2 threads, OpenBLAS)
17ivb-macbook-air36 GFLOPSx86_64Intel 6/58/9ivb i5-3427U2 (4)4GB (N=10000, 2 threads, OpenBLAS)
18core218.4 GFLOPSx86_64Intel 6/23/10Core2 P870024GB (N=20000, 2 threads, OpenBLAS)
19jetson-tx116.0 GFLOPSARMARMv8CortexA5744GBNVIDIA(N=20000, 4 thread, OpenBLAS)
20pi-cluster15.4 GFLOPSarmCortex A7Raspberry Pi 29624GB (N=48000, OpenBLAS)
21fam16h-a8-jaguar14.0 GFLOPSx86_64AMD 22/48/1A8-641044GB (N=10000, 4 threads, OpenBLAS)
22Raspberry Pi-400 (4GB)13.8 GFLOPSARMARMv8Cortex A7244GB (N=12000, 4 threads, OpenBLAS)
23Raspberry Pi-4B (4GB) (64-bit user/kernel)13.5 GFLOPSARM64 / aarch64ARMv8Cortex A7244GB (N=20000, 4 threads, OpenBLAS)
24Pentium D11.8 GFLOPSx86_64Intel 15/6/5Pentium 4/D1 (2)1GB (N=10000, 2 threads, OpenBLAS)
25Raspberry Pi-4B (1GB)10.3 GFLOPSARMARMv7/v8Cortex A7241GB (N=9000, 4 threads, OpenBLAS)
26Raspberry Pi-4B (4GB)9.9 GFLOPSARMARMv7/v8Cortex A7244GB (N=19000, 4 threads, OpenBLAS)
27odroid-xu8.3 GFLOPSARMARMv7Cortex A7/A154 Big 4 Little2GBExynos 5 Octa(N=12000, 4 threads, OpenBLAS)
28Raspberry pi-3B+5.47 GFLOPSARMARMv7/8Cortex A5341GB3 Model B+(N=6000, 4 threads, OpenBLAS)
29chromebook5.44 GFLOPSARMARMv7Cortex A1522GBExynos 5 Dual(N=10000, 2 threads, OpenBLAS)
30Raspberry Pi-3A+4.93 GFLOPSARMARMv7/8Cortex A534512MB (N=5000, 4 threads, OpenBLAS)
31Raspberry pi-2b-v1.24.39 GFLOPSARMARMv7/8Cortex A5341GB2 Model B v1.2(N=8000, 4 threads, OpenBLAS)
32Raspberry pi-3b3.62 GFLOPSARMARMv7/8Cortex A5341GB3 Model B(N=8000*, 4 threads, OpenBLAS)
33atom-cedarview server3.35 GFLOPSx86_64Intel 6/54/9Atom S12602 (4)4GB (N=20000, 2 threads, OpenBLAS)
34atom-cedarview desktop2.97 GFLOPSx86_64Intel 6/54/1Atom D25502 (4)4GB (N=20000, 4 threads, OpenBLAS)
35fam14h-bobcat2.76 GFLOPSx86_64AMD 20/2/0Bobcat22GBG-T56N(N=8000, 2 threads, OpenBLAS)
36dragonboard2.22 GFLOPSARMARMv8Cortex-A5341GBSnapdragon 410c(N=8000, 4 threads, OpenBLAS)
37Raspberry pi-2b1.47 GFLOPSARMARMv7Cortex A741GBModel 2(N=10000, 4 threads, OpenBLAS)
38atom-eeepc1.36 GFLOPSx86Intel 6/28/2Atom N2701 (2)2GBeeepc 901(N=10000, 2 threads, OpenBLAS)
39pandaboard-es0.915 GFLOPSARMARMv7Cortex A921GBES, OMAP4(N=5000 *, 2 threads, OpenBLAS)
40cubieboard20.859 GFLOPSARMARMv7Cortex A721GBAllwinner A20(N=8000, 2 threads, OpenBLAS)
41sparc0.423 GFLOPSSUNSPARCUltra1512MBTI Ultrasparc II(N=5000, 1 thread, OpenBLAS)
42Raspberry pi-zero0.319 GFLOPSARMARMv6BCM28351512MBModel Zero(N=5000, 1 thread, OpenBLAS)
43Raspberry pi-zero-w0.247 GFLOPSARMARMv6BCM28351512MBModel Zero W(N=4000, 1 thread, OpenBLAS)
44Pentium II0.241 GFLOPSx86Intel 6/5/2Pentium II1256MB (N=4000, 1 thread, OpenBLAS)
45Raspberry pi-aplus0.223 GFLOPSARMARMv6BCM28351256MBModel A+(N=4000, 1 thread, OpenBLAS)
46Raspberry pi compute-module0.217 GFLOPSARMARMv6BCM28351512MBPi Compute Module(N=5000, 1 thread, OpenBLAS)
47Raspberry pi-b0.213 GFLOPSARMARMv6BCM28351512MBModel B(N=5000, 1 thread, OpenBLAS)
48Raspberry pi-bplus0.213 GFLOPSARMARMv6BCM28351512MBModel B+(N=5000, 1 thread, OpenBLAS)
49beaglebone-black0.068 GFLOPSARMARMv7Cortex A81512MBTI AM3(N=5000, 1 thread, OpenBLAS)
50beagleboard-xm0.054 GFLOPSARMARMv7Cortex A81512MBTI DM3730(N=5000, 1 thread, OpenBLAS)
51gumstix-overo0.041 GFLOPSARMARMv7Cortex A81256MBTI OMAP3(N=4000, 1 thread, OpenBLAS)
52appleII133 FLOPSMOS65C02Apple IIe1128kplatinum(N=10, 1 thread, BASIC)
?ELF Membership Card??? GFLOPSELFRCA1802 132kB???(??, 1 thread)
?trimslice??? GFLOPSARMARMv7Cortex A921GBTegra2???
?octane??? GFLOPSMIPSSGIMIPS R12k1??????(??, 1 thread)
?avr32??? GFLOPSAVR32AVRAP70001??????(??, 1 thread)
?gumstix-netstix??? GFLOPSARMARMv5Intel PXA255164MB???(??, 1 thread)
?k6-2+??? GFLOPSx86AMDK6-2+1?????(??, 1 thread)
?486??? GFLOPSx86Cyrix486120MB???(??, 1 thread)
?g3-iBook??? GFLOPSPPCAppleG31640MB???(??, 1 thread)
?g4-powerBook??? GFLOPSPPCAppleG412 GB???(??, 1 thread)
?p4??? GFLOPSx86IntelPentium 41768MB???(??, 1 thread)
?core duo??? GFLOPSx86IntelCore Duo22 GB???(??, 1 thread)

参考资料

  1. http://web.eece.maine.edu/~vweaver/group/green_machines.html
  2. http://web.eece.maine.edu/~vweaver/group/machines.html
  3. https://github.com/deater/performance_results
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