Large Intel AMD Linux CPU Benchmark Comparison vs. Amazon EC2 Cloud Large CPU comparison versus various Amazon EC2 cloud public on-demand instance types. Tests being worked on by Michael Larabel for a future article. ,,"Ryzen 3 1200","Ryzen 3 1300X","Ryzen 3 2200G","Ryzen 5 2400G","Ryzen 7 1700","Ryzen 7 1800X","Threadripper 1950X","EPYC 7601","Core i3 8100","Core i5 7600K","Core i5 8400","Core i7 4770K","Core i7 5960X","Core i7 7740X","Core i7 8700K","Core i9 7980XE","Xeon Silver 4108","2 x Xeon Gold 6138","t2.2xlarge","m5.4xlarge","m5.12xlarge","c5.9xlarge","c5.18xlarge","m4.16xlarge","m5.large","c4.8xlarge","m4.10xlarge","8 x Intel Xeon" Processor,,AMD Ryzen 3 1200 @ 3.10GHz (4 Cores),AMD Ryzen 3 1300X @ 3.50GHz (4 Cores),AMD Ryzen 3 2200G @ 3.50GHz (4 Cores),AMD Ryzen 5 2400G @ 3.60GHz (4 Cores / 8 Threads),AMD Ryzen 7 1700 Eight-Core @ 3.00GHz (8 Cores / 16 Threads),AMD Ryzen 7 1800X Eight-Core @ 3.60GHz (8 Cores / 16 Threads),AMD Ryzen Threadripper 1950X 16-Core @ 3.40GHz (16 Cores / 32 Threads),AMD EPYC 7601 32-Core @ 2.20GHz (32 Cores / 64 Threads),Intel Core i3-8100 @ 3.60GHz (4 Cores),Intel Core i5-7600K @ 4.20GHz (4 Cores),Intel Core i5-8400 @ 4.00GHz (6 Cores),Intel Core i7-4770K @ 3.90GHz (4 Cores / 8 Threads),Intel Core i7-5960X @ 3.50GHz (8 Cores / 16 Threads),Intel Core i7-7740K @ 4.50GHz (4 Cores / 8 Threads),Intel Core i7-8700K @ 4.70GHz (6 Cores / 12 Threads),Intel Core i9-7980XE @ 4.40GHz (18 Cores / 36 Threads),Intel Xeon Silver 4108 @ 3.00GHz (8 Cores / 16 Threads),2 x Intel Xeon Gold 6138 @ 3.70GHz (40 Cores / 80 Threads),Intel Xeon E5-2676 v3 @ 2.39GHz (8 Cores),Intel Xeon Platinum 8175M @ 2.50GHz (8 Cores / 16 Threads),Intel Xeon Platinum 8175M @ 2.50GHz (24 Cores / 48 Threads),Intel Xeon Platinum 8124M @ 3.00GHz (18 Cores / 36 Threads),2 x Intel Xeon Platinum 8124M @ 3.00GHz (36 Cores / 72 Threads),2 x Intel Xeon E5-2686 v4 @ 3.00GHz (32 Cores / 64 Threads),Intel Xeon Platinum 8175M @ 2.50GHz (1 Core / 2 Threads),2 x Intel Xeon E5-2666 v3 @ 3.50GHz (18 Cores / 36 Threads),2 x Intel Xeon E5-2676 v3 @ 3.00GHz (20 Cores / 40 Threads),8 x Intel Xeon (Cascadelake) (8 Cores / 16 Threads) Motherboard,,MSI B350M GAMING PRO (MS-7A39) v1.0 (2.90 BIOS),ASRock AB350 Pro4 (P3.20 BIOS),MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.C0 BIOS),MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.C0 BIOS),MSI B350 TOMAHAWK (MS-7A34) v1.0 (1.90 BIOS),MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 (1.90 BIOS),Gigabyte X399 AORUS Gaming 7 (F3g BIOS),TYAN B8026T70AE24HR (V0.05.B10 BIOS),ASRock Z370M-ITX/ac (P1.20 BIOS),Gigabyte Z270M-D3H-CF (F1 BIOS),MSI Z370M MORTAR (MS-7B54) v1.0 (1.10 BIOS),Gigabyte Z97-HD3 (F10c BIOS),ASRock X99 Extreme3 (P3.50 BIOS),Gigabyte X299 AORUS Gaming-CF (F2d BIOS),ASUS PRIME Z370-A (0606 BIOS),ASUS PRIME X299-A (1004 BIOS),TYAN S7100AG2NR (V3.00 BIOS),TYAN S7106 (V1.00 BIOS),Xen HVM domU (4.2.amazon BIOS),Amazon EC2 m5.4xlarge (1.0 BIOS),Amazon EC2 m5.12xlarge (1.0 BIOS),Amazon EC2 c5.9xlarge (1.0 BIOS),Amazon EC2 c5.18xlarge (1.0 BIOS),Xen HVM domU (4.2.amazon BIOS),Amazon EC2 m5.large (1.0 BIOS),Xen HVM domU (4.2.amazon BIOS),Xen HVM domU (4.2.amazon BIOS),OpenStack Foundation Nova v21.1.0 (1.13.0-1ubuntu1 BIOS) Chipset,,AMD Device 1450,AMD Device 1450,AMD Device 15d0,AMD Device 15d0,AMD Device 1450,AMD Device 1450,AMD Device 1450,AMD Device 1450,Intel Device 3e1f,Intel Device 591f + Z270,Intel Device 3ec2,Intel 4th Gen Core DRAM,Intel Xeon E7 v3/Xeon,Intel Device 591f,Intel Device 3ec2,Intel Device 2020,Intel Device 2020,Intel Device 2020,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX- 82441FX PMC,Intel 440FX 82441FX PMC Memory,,8192MB,8192MB,14336MB,14336MB,16384MB,16384MB,16384MB,129024MB,8192MB,8192MB,8192MB,8192MB,16384MB,8192MB,16384MB,16384MB,23552MB,96256MB,32768MB,63488MB,189440MB,70656MB,141312MB,258048MB,8192MB,60416MB,161792MB,2 x 16384 MB RAM QEMU Disk,,525GB SABRENT + 120GB ADATA SU700,525GB SABRENT + 128GB ADATA SU800,525GB SABRENT + 525GB Crucial_CT525MX3 + 120GB Force MP500,525GB SABRENT + 525GB Crucial_CT525MX3 + 120GB Force MP500,525GB SABRENT + 120GB Samsung SSD 840,525GB SABRENT,525GB SABRENT + 120GB Force MP500,525GB SABRENT + 280GB INTEL SSDPE21D280GA,525GB SABRENT + 60GB DREVO X1 SSD,250GB Samsung SSD 850 + 525GB SABRENT,525GB SABRENT + 128GB ADATA SX6000NP,128GB Crucial_CT128MX1 + 525GB SABRENT,120GB INTEL SSDSC2BW12 + 525GB SABRENT,525GB SABRENT + 120GB Force MP500,525GB SABRENT + 525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GB,525GB SABRENT + 256GB INTEL SSDPEKKW256G8,525GB SABRENT + 240GB Force MP500,525GB SABRENT + 256GB Samsung SSD 850 + 2000GB Seagate ST2000DM006-2DM1 + 2 x 120GB TOSHIBA-TR150,28GB,30GB Amazon Elastic Block Store,30GB Amazon Elastic Block Store,30GB Amazon Elastic Block Store,30GB Amazon Elastic Block Store,28GB,30GB Amazon Elastic Block Store,28GB,28GB,97GB Graphics,,AMD FirePro V3800 512MB,Sapphire AMD Radeon R7 260X/360 2048MB,llvmpipe 14080MB,llvmpipe 14080MB,llvmpipe 16128MB,NV134 8192MB,MSI AMD Radeon R7 370 / R9 270/370 OEM 4096MB,ASPEED ASPEED Family,Intel HD 3072MB (1100MHz),Intel HD 630 3072MB (1150MHz),Intel HD 3072MB (1050MHz),Intel Haswell Desktop 1536MB (1250MHz),AMD FirePro V7900 2048MB,llvmpipe 7936MB,MSI AMD Radeon RX 580 8192MB,NV117 1024MB,ASPEED ASPEED Family,ASPEED ASPEED Family,Cirrus Logic GD 5446,,,,,Cirrus Logic GD 5446,,Cirrus Logic GD 5446,Cirrus Logic GD 5446,Cirrus Logic GD 5446 Audio,,AMD Redwood HDMI Audio,AMD Tobago HDMI Audio,AMD Device 15de,AMD Device 15de,AMD Cape Verde/Pitcairn,NVIDIA GP104 HD Audio,Realtek ALC1220,,Realtek ALC892,Realtek ALC892,Realtek ALC892,Intel Xeon E3-1200 v3/4th,Realtek ALC1150,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC892,,,,,,,,,,, Monitor,,DELL S2409W,VE228,,,,DELL P2415Q,VE228,VE228,DELL S2409W,DELL S2409W,DELL S2409W,DELL S2409W,DELL S2409W,VE228,DELL P2415Q,Acer B286HK,VE228,VE228,,,,,,,,,, Network,,Realtek RTL8111/8168/8411,Realtek RTL8111/8168/8411,Intel I211 Gigabit Connection,Intel I211 Gigabit Connection,Realtek RTL8111/8168/8411,Intel I211 Gigabit Connection,Qualcomm Atheros Device e0b1 + Intel Wireless 8265 / 8275,Broadcom Limited NetXtreme BCM5720 Gigabit PCIe,Intel Connection + Intel Device 24fb,Intel Connection,Intel Connection,Realtek RTL8111/8168/8411,Intel Connection,Intel Connection,Intel Connection,Intel Connection,Intel I350 Gigabit Connection,Intel I210 Gigabit Connection,,Device 1d0f:ec20,Device 1d0f:ec20,Device 1d0f:ec20,Device 1d0f:ec20,Device 1d0f:ec20,Device 1d0f:ec20,Intel 82599 Virtual Function,Intel 82599 Virtual Function,Red Hat Virtio device OS,,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 17.10,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 16.04,Ubuntu 20.04 Kernel,,4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.15.2-041502-generic (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),4.4.0-1050-aws (x86_64),5.4.0-62-generic (x86_64) Desktop,,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,GNOME Shell 3.26.2,,,,,,,,,, Display Server,,Wayland,Wayland,,,,Wayland,Wayland,,Wayland,Wayland,Wayland,Wayland,Wayland,Wayland,Wayland,Wayland,,,,,,,,,,,, Display Driver,,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,modesetting 1.19.5,,,modesetting 1.19.5,modesetting 1.19.5,,,,,,,,,, OpenGL,,3.3 Mesa 17.2.4 (LLVM 5.0.0),4.5 Mesa 17.2.4 (LLVM 5.0.0),3.3 Mesa 18.1.0-devel- padoka PPA (LLVM 7.0 128 bits),3.3 Mesa 18.1.0-devel- padoka PPA (LLVM 7.0 128 bits),3.3 Mesa 17.2.4 (LLVM 5.0 128 bits),4.3 Mesa 17.2.4,4.5 Mesa 17.2.4 (LLVM 5.0.0),,4.5 Mesa 17.2.4,4.5 Mesa 17.2.4,4.5 Mesa 17.2.4,4.5 Mesa 17.2.4,4.1 Mesa 17.2.4 (LLVM 5.0.0),3.3 Mesa 17.2.4 (LLVM 5.0 256 bits),4.5 Mesa 17.2.4 (LLVM 5.0.0),4.3 Mesa 17.2.4,,,,,,,,,,,, Compiler,,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 7.2.0,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 5.4.0 20160609,GCC 9.3.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,3840x2160,3840x2160,1280x1024,3840x2160,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080,3840x2160,3840x2160,1920x1080,1920x1080,,,,,,,,,, Vulkan,,,,1.0.61,1.0.61,,,,,,,,,,,,,,,,,,,,,,,, System Layer,,,,,,,,,,,,,,,,,,,,Xen HVM domU 4.2.amazon,KVM,KVM,KVM,KVM,Xen HVM domU 4.2.amazon,KVM,Xen HVM domU 4.2.amazon,Xen HVM domU 4.2.amazon,KVM ,,"Ryzen 3 1200","Ryzen 3 1300X","Ryzen 3 2200G","Ryzen 5 2400G","Ryzen 7 1700","Ryzen 7 1800X","Threadripper 1950X","EPYC 7601","Core i3 8100","Core i5 7600K","Core i5 8400","Core i7 4770K","Core i7 5960X","Core i7 7740X","Core i7 8700K","Core i9 7980XE","Xeon Silver 4108","2 x Xeon Gold 6138","t2.2xlarge","m5.4xlarge","m5.12xlarge","c5.9xlarge","c5.18xlarge","m4.16xlarge","m5.large","c4.8xlarge","m4.10xlarge","8 x Intel Xeon" "7-Zip Compression - Compress Speed Test (MIPS)",HIB,12601,15880,15744,17729,30627,33022,71592,95062,17221,17727,27028,21667,37236,28952,39039,91138,27888,139707,23917,36642,112699,91933,160822,115598,5090,78087,75762,26779 "7-Zip Compression - Performance / Cost - Compress Speed Test (MIPS/Dollar)",HIB,,,,,,,,,,,,,,,,,,,2391700.00,1832100.00,1609985.71,2298325.00,1462018.18,770653.33,,1561740.00,1082314.29, "AOBench - Size: 2048 x 2048 - Total Time (sec)",LIB,,,,,,,,,,,,,,,,,,,62.18,65.48,66.21,58.70,58.42,64.56,65.51,55.39,67.24,38.374 "AOBench - Performance / Cost - Size: 2048 x 2048 - Total Time (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,1.24,2.62,8.61,4.70,8.76,11.62,0.66,4.43,7.40, "C-Ray - Total Time (sec)",LIB,24.95,21.50,21.07,19.48,11.23,9.70,5.16,3.47,24.65,22.25,15.57,24.51,13.97,18.69,12.78,5.46,19.69,3.14,16.52,29.48,9.94,11.00,5.72,4.16,152.07,6.09,6.46,12.485 "C-Ray - Performance / Cost - Total Time (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,0.17,0.59,0.20,0.22,0.11,0.08,1.52,0.06,0.06, "Cost To Run Tests - Cost / Price Per Hour (Cost / Price/Hour)",LIB,,,,,,,,,,,,,,,,,,,,0.89,2.00,1.28,2.43,2.81,0.34,1.35,1.86, "Crafty - Elapsed Time (Nodes/s)",HIB,,,,,,,,,,,,,,,,,,,5824045,6023992,6372596,6968801,6974942,5378062,5691579,6480104,5369651,7081280 "Crafty - Performance / Cost - Elapsed Time (Nodes/s/Dollar)",HIB,,,,,,,,,,,,,,,,,,,582404500.00,301199600.00,106209933.33,174220025.00,87186775.00,53780620.00,,162002600.00,89494183.33, "Java JMH - Throughput (Ops/s)",HIB,6174078042.82,7169110974.22,7385107172.34,7405453444.91,12783688167.02,14780854841.43,27825981931.18,41830658063.68,14382333764.73,15983591764.18,22775463201.25,15499195578.84,26230888035.46,17920802344.24,25756200607.80,61042410555.58,16741624530.64,105230027922.19,4217431038.72,24447443003.95,74086333554.07,60940889045.98,121829911181.01,84002323902.87,3178036199.44,56603426109.55,52821381652.06, "Java JMH - Performance / Cost - Throughput (Ops/s/Dollar)",HIB,,,,,,,,,,,,,,,,,,,105435775968.00,271638255599.44,274393827978.04,338560494699.89,338416419947.25,221058747112.82,317803619944.00,314463478386.39,229658181095.91, "John The Ripper - Test: Blowfish (Real C/S)",HIB,3711,4393,4540,6022,10431,12445,23001,23552,4411,4910,6998,6800,11710,8880,12758,30104,8275,50248,6067,12094,37069,30593,60305,39091,1562,25341,23632,3919 "John The Ripper - Performance / Cost - Test: Blowfish (Real C/S/Dollar)",HIB,,,,,,,,,,,,,,,,,,,303350.00,302350.00,285146.15,339922.22,354735.29,217172.22,156200.00,281566.67,214836.36, "LAME MP3 Encoding - WAV To MP3 (sec)",LIB,39.68,35.78,37.13,35.19,36.59,33.50,33.75,42.77,33.30,28.77,30.01,32.54,36.18,27.50,26.07,28.50,39.90,32.33,42.12,43.90,43.57,35.63,35.62,45.22,41.09,37.62,45.51,33.094 "LAME MP3 Encoding - Performance / Cost - WAV To MP3 (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,0.42,1.32,3.92,1.78,3.21,5.43,,1.88,3.64, "NAS Parallel Benchmarks - Test / Class: EP.C (Mop/s)",HIB,122.00,141.62,144.02,293.90,489.65,571.10,1090.37,1622.78,202.48,225.62,321.50,331.54,564.87,394.63,577.05,1267.77,319.97,1998.87,146.20,459.35,1385.49,1256.19,2512.81,1034.94,60.99,673.14,627.62, "NAS Parallel Benchmarks - Performance / Cost - Test / Class: EP.C (Mop/s/Dollar)",HIB,,,,,,,,,,,,,,,,,,,7310.00,45935.00,69274.50,125619.00,251281.00,34498.00,6099.00,33657.00,20920.67, "NGINX Benchmark - Static Web Page Serving (Reqs/sec)",HIB,29144.73,32633.19,33621.45,33449.57,29819.82,32963.72,31198.14,24020.38,36311.06,40483.44,40533.40,36373.84,28457.45,45475.85,44915.57,42841.25,31669.56,30959.26,18175.24,20160.69,25555.24,29999.02,24619.23,21410.50,12132.51,23090.77,21579.29,37519.13 "NGINX Benchmark - Performance / Cost - Static Web Page Serving (Reqs/sec/Dollar)",HIB,,,,,,,,,,,,,,,,,,,454381.00,288009.86,159720.25,333322.44,111905.59,79298.15,1213251.00,192423.08,126937.00, "Open FMM Nero2D - Total Time (sec)",LIB,109.59,94.39,92.09,90.56,57.48,50.15,30.16,26.15,92.61,83.98,61.04,98.21,60.13,76.36,54.98,27.99,86.84,21.44,87.04,115.44,48.78,60.15,32.19,26.13,534.08,36.91,41.18, "Open FMM Nero2D - Performance / Cost - Total Time (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,2.61,8.08,4.88,4.81,2.90,1.83,21.36,1.85,2.88, "OpenSSL - RSA 4096-bit Performance (Signs/sec)",HIB,,710.53,734.20,793.80,1380.13,1592.87,3021.17,4567.00,1042.83,1147.73,1671.20,689.30,1202.50,1312.90,1979.57,4695.10,1285.47,7858.10,174.83,1860.93,5669.13,4671.50,9303.67,3962.67,242.00,2579.57,2410.57, "OpenSSL - Performance / Cost - RSA 4096-bit Performance (Signs/sec/Dollar)",HIB,,,,,,,,,,,,,,,,,,,17483.00,186093.00,141728.25,155716.67,155061.17,66044.50,,85985.67,60264.25, "Parboil - Test: OpenMP CUTCP (sec)",LIB,17.36,15.03,15.64,11.34,6.49,5.58,3.24,2.63,14.95,13.46,9.47,12.99,7.83,10.13,7.08,3.28,10.99,2.35,11.46,16.11,5.80,6.17,3.75,3.18,98.07,4.39,4.63, "Parboil - Performance / Cost - Test: OpenMP CUTCP (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,,0.16,0.06,0.06,0.04,0.03,0.98,0.04,0.05, "POV-Ray - Trace Time (sec)",LIB,181.19,156.29,153.63,107.39,64.40,56.21,30.30,21.97,139.02,125.90,87.94,131.09,70.27,87.94,60.96,32.75,195.83,25.70,563.33,87.10,29.87,32.35,17.74,24.12,617.28,35.08,37.44,73.979 "POV-Ray - Performance / Cost - Trace Time (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,101.40,5.23,2.09,1.62,1.06,1.93,30.86,1.75,2.62, "PyBench - Total For Average Test Times (Milliseconds)",LIB,1655,1498,1547,1458,1518,1395,1420,1781,1340,1149,1209,1356,1514,1075,1031,1150,1615,1307,1837,1637,1604,1459,1453,1992,1559,1643,1987, "PyBench - Performance / Cost - Total For Average Test Times (Milliseconds x Dollar)",LIB,,,,,,,,,,,,,,,,,,,18.37,32.74,112.28,58.36,130.77,239.04,,82.15,158.96, "PyBench - Total For Average Test Times (Milliseconds)",LIB,,,,,,,,,,,,,,,,,,,2044,1792,1777,1607,1609,2239,1721,1819,2225,1186 "PyBench - Performance / Cost - Total For Average Test Times (Milliseconds x Dollar)",LIB,,,,,,,,,,,,,,,,,,,20.44,53.76,142.16,80.35,160.90,313.46,,109.14,200.25, "Rodinia - Test: OpenMP LavaMD (sec)",LIB,258.67,223.34,217.13,160.28,95.15,82.39,45.95,31.58,226.21,203.35,143.15,199.36,114.38,154.42,107.19,46.64,170.83,28.52,213.70,115.20,39.53,44.56,22.77,34.10,828.97,52.79,56.59,74.364 "Rodinia - Performance / Cost - Test: OpenMP LavaMD (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,14.96,8.06,3.16,2.67,1.37,3.41,58.03,3.70,5.66, "Scikit-Learn - (sec)",LIB,,,,,,,,,,,,,,,,,,,179.03,211.86,204.55,190.08,190.52,182.92,214.77,164.09,191.67, "Scikit-Learn - Performance / Cost - (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,10.74,29.66,79.77,45.62,93.35,89.63,4.30,36.10,61.33, "Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,484.57,458.00,201.48,153.49,95.17,85.22,48.48,38.39,167.81,157.58,108.02,150.12,89.15,106.97,79.10,39.70,127.47,30.41,106.83,85.77,35.61,37.99,24.48,33.90,641.51,43.51,45.91, "Timed Linux Kernel Compilation - Performance / Cost - Time To Compile (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,4.27,5.15,2.85,2.28,1.96,3.73,32.08,3.05,4.13, "Timed MAFFT Alignment - Multiple Sequence Alignment (sec)",LIB,7.25,5.99,6.27,5.73,4.26,3.65,3.13,4.69,5.71,5.42,3.68,4.88,3.54,3.97,,3.04,5.46,10.15,4.26,4.35,3.18,2.72,4.23,8.84,20.00,4.42,5.78,3.689 "Timed MAFFT Alignment - Performance / Cost - Multiple Sequence Alignment (sec x Dollar)",LIB,,,,,,,,,,,,,,,,,,,,,0.03,0.03,0.04,0.27,,0.04,0.06, "TTSIOD 3D Renderer - Phong Rendering With Soft-Shadow Mapping (FPS)",HIB,122.95,134.97,178.17,211.60,274.64,312.22,466.13,447.71,168.27,187.90,263.63,204.31,325.51,277.43,391.67,690.00,210.84,733.58,231.07,184.83,504.82,460.27,336.76,465.90,26.88,419.30,394.52,124.428 "TTSIOD 3D Renderer - Performance / Cost - Phong Rendering With Soft-Shadow Mapping (FPS/Dollar)",HIB,,,,,,,,,,,,,,,,,,,23107.00,9241.50,16827.33,23013.50,5612.67,9318.00,1344.00,13976.67,13150.67, "x264 - H.264 Video Encoding (FPS)",HIB,23.47,27.33,27.60,34.75,60.90,71.46,127.00,108.07,30.42,33.49,56.11,37.64,58.01,49.95,72.96,125.28,32.75,107.89,38.43,55.46,129.66,134.10,176.03,115.34,11.02,107.99,97.43, "x264 - Performance / Cost - H.264 Video Encoding (FPS/Dollar)",HIB,,,,,,,,,,,,,,,,,,,3843.00,5546.00,12966.00,13410.00,17603.00,5767.00,,10799.00,9743.00,