Samsung Quad NVMe SSD RAID Btrfs EXT4 XFS 4-Disk Linux Benchmarks NVMe RAID Linux benchmarks (balanced CCX loading) ,,"Btrfs: Single Disk","Btrfs: 4-Disk RAID0","Btrfs: 4-Disk RAID1","Btrfs: 4-Disk RAID5","Btrfs: 4-Disk RAID6","Btrfs: 4-Disk RAID10","EXT4: Single Disk","EXT4: 4-Disk RAID0","EXT4: 4-Disk RAID1","EXT4: 4-Disk RAID5","EXT4: 4-Disk RAID6","EXT4: 4-Disk RAID10","XFS: Single Disk","XFS: 4-Disk RAID0","XFS: 4-Disk RAID1","XFS: 4-Disk RAID5","XFS: 4-Disk RAID6","XFS: 4-Disk RAID10","EXT4: 4-Disk RAID0 2 per CCX","EXT4: 4-Disk RAID0 2 per CCX X,X,Y,Y","Btrfs native: 4-Disk RAID0 2 per CCX X,X,Y,Y","Btrfs: 4-Disk RAID0 2 per CCX X,X,Y,Y","XFS: 4-Disk RAID0 2 per CCX X,X,Y,Y" Processor,,AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads),AMD Ryzen Threadripper 2990WX 32-Core @ 3.00GHz (32 Cores / 64 Threads) Motherboard,,MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS),MSI MEG X399 CREATION (MS-7B92) v1.0 (1.10 BIOS) Chipset,,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h,AMD Family 17h Memory,,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,4 x 8192 MB DDR4-1600MT/s F4-3200C14-8GTZR,129024MB,129024MB,129024MB,129024MB,129024MB Disk,,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,240GB TOSHIBA-RC100 + 4 x Samsung SSD 970 EVO 250GB,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,240GB TOSHIBA-RC100 + 4 x Samsung SSD 970 EVO 250GB,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,4 x Samsung SSD 970 EVO 250GB + 240GB TOSHIBA-RC100,5 x 1024GB Samsung SSD 970 PRO 1TB,5 x 1024GB Samsung SSD 970 PRO 1TB,5 x 1024GB Samsung SSD 970 PRO 1TB,5 x 1024GB Samsung SSD 970 PRO 1TB,5 x 1024GB Samsung SSD 970 PRO 1TB Graphics,,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,NV132 11264MB,ASUS AMD Radeon RX Vega 8192MB,ASUS AMD Radeon RX Vega 8192MB,ASUS AMD Radeon RX Vega 8192MB,ASUS AMD Radeon RX Vega 8192MB,ASUS AMD Radeon RX Vega 8192MB Audio,,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220,Realtek ALC1220 Monitor,,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,ASUS PB278,C24F390,C24F390,C24F390,C24F390,C24F390 Network,,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Device 2526,Intel I211 Gigabit Connection + Intel Wireless-AC 9260,Intel I211 Gigabit Connection + Intel Wireless-AC 9260,Intel I211 Gigabit Connection + Intel Wireless-AC 9260,Intel I211 Gigabit Connection + Intel Wireless-AC 9260,Intel I211 Gigabit Connection + Intel Wireless-AC 9260 OS,,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Ubuntu 18.04,Gentoo 2.6,Gentoo 2.6,Gentoo 2.6,Gentoo 2.6,Gentoo 2.6 Kernel,,4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.1-041801-generic (x86_64),4.18.4-gentoo (x86_64),4.18.4-gentoo (x86_64),4.18.4-gentoo (x86_64),4.18.4-gentoo (x86_64),4.18.4-gentoo (x86_64) Desktop,,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.28.2,GNOME Shell 3.24.3,GNOME Shell 3.24.3,GNOME Shell 3.24.3,GNOME Shell 3.24.3,GNOME Shell 3.24.3 Display Server,,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.19.6,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1,X Server 1.20.1 OpenGL,,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.3 Mesa 18.0.5,4.5 Mesa 18.2.0-rc4 (LLVM 6.0.1),4.5 Mesa 18.2.0-rc4 (LLVM 6.0.1),4.5 Mesa 18.2.0-rc4 (LLVM 6.0.1),4.5 Mesa 18.2.0-rc4 (LLVM 6.0.1),4.5 Mesa 18.2.0-rc4 (LLVM 6.0.1) Compiler,,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0,GCC 7.3.0 + Clang 6.0.1 + LLVM 6.0.1,GCC 7.3.0 + Clang 6.0.1 + LLVM 6.0.1,GCC 7.3.0 + Clang 6.0.1 + LLVM 6.0.1,GCC 7.3.0 + Clang 6.0.1 + LLVM 6.0.1,GCC 7.3.0 + Clang 6.0.1 + LLVM 6.0.1 File-System,,btrfs,btrfs,btrfs,btrfs,btrfs,btrfs,ext4,ext4,ext4,ext4,ext4,ext4,xfs,xfs,xfs,xfs,xfs,xfs,ext4,ext4,btrfs,btrfs,xfs Screen Resolution,,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,2560x1440,1920x1080,1920x1080,1920x1080,1920x1080,1920x1080 Display Driver,,,,,,,,,,,,,,,,,,,,amdgpu 18.0.1,amdgpu 18.0.1,amdgpu 18.0.1,amdgpu 18.0.1,amdgpu 18.0.1 OpenCL,,,,,,,,,,,,,,,,,,,,OpenCL 1.1 Mesa 18.2.0-rc4,OpenCL 1.1 Mesa 18.2.0-rc4,OpenCL 1.1 Mesa 18.2.0-rc4,OpenCL 1.1 Mesa 18.2.0-rc4,OpenCL 1.1 Mesa 18.2.0-rc4 ,,"Btrfs: Single Disk","Btrfs: 4-Disk RAID0","Btrfs: 4-Disk RAID1","Btrfs: 4-Disk RAID5","Btrfs: 4-Disk RAID6","Btrfs: 4-Disk RAID10","EXT4: Single Disk","EXT4: 4-Disk RAID0","EXT4: 4-Disk RAID1","EXT4: 4-Disk RAID5","EXT4: 4-Disk RAID6","EXT4: 4-Disk RAID10","XFS: Single Disk","XFS: 4-Disk RAID0","XFS: 4-Disk RAID1","XFS: 4-Disk RAID5","XFS: 4-Disk RAID6","XFS: 4-Disk RAID10","EXT4: 4-Disk RAID0 2 per CCX","EXT4: 4-Disk RAID0 2 per CCX X,X,Y,Y","Btrfs native: 4-Disk RAID0 2 per CCX X,X,Y,Y","Btrfs: 4-Disk RAID0 2 per CCX X,X,Y,Y","XFS: 4-Disk RAID0 2 per CCX X,X,Y,Y" "SQLite - Timed SQLite Insertions (sec)",LIB,87.95,96.63,94.98,104.48,106.72,99.89,37.18,38.35,254.72,147.13,220.86,43.98,37.18,36.74,274.07,173.67,73.74,42.41,45.00,44.62,117.08,109.04,60.05 "Flexible IO Tester - Type: Random Read - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test Directory (MB/s)",HIB,2950,3040,5951,1858,1178,1636,2944,3121,,2847,3199,4619,2933,3116,,1302,3546,1572,7464,,6741,8127, "Flexible IO Tester - Type: Random Read - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory (MB/s)",HIB,406,494,532,515,525,546,410,1053,951,965,1003,900,424,1033,717,652,963,818,1117,1137,568,573,1132 "Flexible IO Tester - Type: Random Read - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory (IOPS)",HIB,104000,126500,136333,131667,134500,140000,105000,269333,243333,247333,256667,230250,109000,264333,183667,167000,246667,209333,285833,290917,145429,146667,289667 "Flexible IO Tester - Type: Random Write - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test Directory (MB/s)",HIB,429,1557,595,1127,791,837,1464,5861,1461,1123,1393,2804,1465,5864,1153,960,1391,2926,,,3606,1908, "Flexible IO Tester - Type: Random Write - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory (MB/s)",HIB,185,97.64,98.26,94.92,100.07,95.90,1034,971,418,324,322,605,766,746,378,226.23,225,525,1038,1033,85.39,148,1056 "Flexible IO Tester - Type: Random Write - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 4KB - Disk Target: Default Test Directory (IOPS)",HIB,47456,24878,24900,24300,25600,24533,264333,248667,107000,82908,82467,154833,196000,191000,96633,57922,57600,134333,265667,264667,24613,37900,270333 "Flexible IO Tester - Type: Sequential Read - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test Directory (MB/s)",HIB,565,754,598,741,734,742,557,2236,631,2229,2209,1528,558,2235,632,2227,2231,1097,7385,7373,776,791,7404 "Flexible IO Tester - Type: Sequential Write - IO Engine: Linux AIO - Buffered: No - Direct: Yes - Block Size: 2MB - Disk Target: Default Test Directory (MB/s)",HIB,359,1561,722,1168,805,714,1464,5857,1407,1671,1427,2928,1465,5861,1433,1692,1384,2928,,,2941,1898, "FS-Mark - Test: 1000 Files, 1MB Size (Files/s)",HIB,246.00,230.27,215.78,197.63,200.22,234.33,235.67,248.23,128.58,159.33,172.97,212.40,234.10,258.63,167.96,168.64,122.88,230.45,181.10,178.63,173.37,169.00,181.77 "FS-Mark - Test: 5000 Files, 1MB Size, 4 Threads (Files/s)",HIB,190.21,579.90,360.84,481.40,296.65,297.67,164.04,628.80,58.44,151.73,92.36,224.61,203.23,560.47,62.13,113.47,136.40,231.71,380.13,381.87,371.67,384.37,345.60 "FS-Mark - Test: 4000 Files, 32 Sub Dirs, 1MB Size (Files/s)",HIB,115.92,242.57,225.93,202.13,126.41,201.83,51.50,221.70,41.46,53.97,46.43,100.51,95.73,257.10,42.02,92.11,165.97,124.94,182.37,183,171.07,168.50,180.60 "BlogBench - Test: Write (Final Score)",HIB,7469,8178,7892,8298,8529,7845,11371,59966,14166,12410,8510,42006,6635,7875,2590,4354,6432,7015,33166,33969,6257,6474,8978 "Compile Bench - Test: Initial Create (MB/s)",HIB,257.30,351.99,286.20,342.34,324.47,282.00,509.91,518.96,496.32,517.62,507.69,527.37,407.53,421.41,398.68,431.41,420.45,422.16,422.04,421.00,363.21,366.77,360.54 "Timed LLVM Compilation - Time To Compile (sec)",LIB,310.01,317.85,316.11,320.22,311.54,326.11,312.14,309.40,314.02,320.42,322.50,319.08,317.66,322.17,309.70,309.85,327.62,312.98,,,,, "PostgreSQL pgbench - Scaling: Buffer Test - Test: Normal Load - Mode: Read Write (TPS)",HIB,6439.57,5750.22,5695.54,5080.61,5108.94,5838.73,4529.77,14178.01,3762.29,6855.36,4774.75,8138.89,9760.22,19179.77,3411.48,7243.58,10370.59,16975.77,14136.37,13978.32,5333.83,5807.70,14648.33