set terminal svg size 800,800 background "white" set output "nvblas-tiling.svg" set multiplot layout 2,2 title "NVBLAS DGEMM performance, varying TILE\\_DIM" set xlabel "Dimension" set ylabel "MFlops" #set xtics rotate set key center bottom set title "1 GPU" plot "-" with linespoints title "1024", "-" with linespoints title "2048", "-" with linespoints title "2072", "-" with linespoints title "4096", "-" with linespoints title "5120" 1000 262386.85 2000 1624805.36 3000 3217733.29 4000 4109457.10 5000 5010488.62 6000 5072367.34 7000 5960431.77 8000 6240148.20 9000 6323249.00 10000 6304918.47 11000 6406759.43 12000 6430533.12 13000 6371723.51 14000 6190756.06 15000 6075326.85 16000 4431734.15 17000 3817588.23 18000 3854610.51 19000 3139060.52 20000 2528382.68 21000 2550086.28 22000 2345353.70 23000 1855996.66 24000 1773648.69 25000 1530585.66 e 1000 152048.86 2000 960480.24 3000 2342800.95 4000 3301692.12 5000 4592014.79 6000 5621218.36 7000 5399392.37 8000 6241530.15 9000 6494567.07 10000 6532731.16 11000 6644407.71 12000 6700223.79 13000 6726958.56 14000 6836709.61 15000 6778006.72 16000 6822734.12 17000 4872672.95 18000 4728327.89 19000 4674742.26 20000 4771257.94 21000 3039861.88 22000 4234807.51 23000 3327690.85 24000 3205921.06 25000 3383361.98 e 1000 147496.25 2000 932690.81 3000 2281304.57 4000 3597493.00 5000 4505180.96 6000 5492875.37 7000 5627009.65 8000 6041868.26 9000 6112507.02 10000 6176919.32 11000 6231501.94 12000 6400399.04 13000 6338130.77 14000 6385498.90 15000 6342387.44 16000 4942809.55 17000 5962121.78 18000 4828255.56 19000 3659444.23 20000 3614404.76 21000 4206737.14 22000 2614140.53 23000 3025044.69 24000 3158430.81 25000 3255873.64 e 1000 59612.52 2000 427069.06 3000 1245856.76 4000 2395956.82 5000 3508049.80 6000 4405585.85 7000 5058661.30 8000 5638456.03 9000 5865755.47 10000 6078152.89 11000 6442192.89 12000 6563923.87 13000 6499458.38 14000 6731578.31 15000 6745898.49 16000 6795761.06 17000 5371578.85 18000 4804209.12 19000 4959676.87 20000 5219932.62 21000 5096326.31 22000 4161088.74 23000 3893671.75 24000 3423425.82 25000 3202728.95 e 1000 40506.06 2000 302753.16 3000 979082.68 4000 1907856.49 5000 2889616.64 6000 3695824.52 7000 4539388.79 8000 5179110.92 9000 5494167.31 10000 6006649.36 11000 6253891.06 12000 6395846.65 13000 6434302.22 14000 6672670.34 15000 6732164.25 16000 4481376.74 17000 4906074.26 18000 4732376.35 19000 4985594.67 20000 5004104.93 21000 4015214.84 22000 4268469.12 23000 4364014.34 24000 3276901.49 25000 3603298.34 e set title "2 GPUs" set key center bottom plot "-" with linespoints title "1024", "-" with linespoints title "2048", "-" with linespoints title "2072", "-" with linespoints title "4096", "-" with linespoints title "5120" 1000 143293.85 2000 1181625.72 3000 3300464.51 4000 5375290.46 5000 7260406.58 6000 8391228.06 7000 9865015.15 8000 10626117.70 9000 11427824.95 10000 11207516.51 11000 11927645.52 12000 11565310.32 13000 11511055.22 14000 11040172.84 15000 10581562.69 16000 10261249.34 17000 9606594.98 18000 7248364.19 19000 7241927.80 20000 5699383.18 21000 5565763.47 22000 4042096.31 23000 3272020.34 24000 2850203.69 25000 3330597.21 e 1000 84857.23 2000 629054.45 3000 1898444.92 4000 3512816.29 5000 5384720.32 6000 7093091.35 7000 8543070.27 8000 9143238.11 9000 10632143.40 10000 11171998.50 11000 11300106.55 12000 12002556.10 13000 12441389.00 14000 12522228.02 15000 12090699.95 16000 13073661.70 17000 12272002.32 18000 11963759.98 19000 12054739.31 20000 9124179.51 21000 9650192.25 22000 8857883.71 23000 8632344.22 24000 7777400.42 25000 8876622.05 e 1000 79580.87 2000 611651.97 3000 1825413.82 4000 3436241.61 5000 5463445.90 6000 6953498.48 7000 7948278.26 8000 9448789.84 9000 9143282.38 10000 11079698.12 11000 10569028.22 12000 11539938.45 13000 11688895.55 14000 12153360.89 15000 11070746.17 16000 12200249.70 17000 12210812.36 18000 12515388.51 19000 7656278.95 20000 11882149.87 21000 11405565.71 22000 9346335.81 23000 8585890.78 24000 10070893.53 25000 8397045.64 e 1000 31301.52 2000 248837.46 3000 752001.86 4000 1531259.22 5000 2793077.64 6000 4276536.14 7000 5659116.59 8000 6375864.70 9000 8410681.22 10000 8596690.56 11000 9985545.59 12000 10375646.85 13000 9564253.98 14000 10734397.34 15000 11593867.67 16000 12494325.04 17000 12621416.59 18000 12695795.79 19000 13010325.05 20000 10278914.05 21000 10774415.74 22000 8894964.16 23000 8574842.64 24000 11615692.33 25000 8991531.85 e 1000 20876.75 2000 162051.03 3000 543150.27 4000 1183961.03 5000 1959641.83 6000 3009914.60 7000 4154185.27 8000 5337864.96 9000 7006067.44 10000 7797372.29 11000 9197133.76 12000 8957777.14 13000 10269986.43 14000 10800626.63 15000 10506610.60 16000 9859426.15 17000 10713117.55 18000 11388823.25 19000 12167661.47 20000 12525543.63 21000 11223314.18 22000 9562953.79 23000 9663662.14 24000 8720053.73 25000 11127790.60 e set title "3 GPUs" set key center bottom plot "-" with linespoints title "1024", "-" with linespoints title "2048", "-" with linespoints title "2072", "-" with linespoints title "4096", "-" with linespoints title "5120" 1000 101836.45 2000 803468.30 3000 2577196.58 4000 4814081.19 5000 6528324.22 6000 8244274.81 7000 8710668.66 8000 9661683.81 9000 10382889.83 10000 10574848.78 11000 10888223.24 12000 11070299.82 13000 11197281.80 14000 11220601.64 15000 11026354.89 16000 10515087.84 17000 10705114.73 18000 10450529.77 19000 8288703.22 20000 7268881.37 21000 6805191.33 22000 6113351.92 23000 5029629.22 24000 4831962.26 25000 3814304.91 e 1000 57022.30 2000 462409.93 3000 1420168.14 4000 2945508.10 5000 4950135.63 6000 7390300.23 7000 9745333.32 8000 11176436.35 9000 10724110.37 10000 13682355.01 11000 14312802.66 12000 14150383.31 13000 14211740.05 14000 15554556.21 15000 16900040.23 16000 17746890.18 17000 16907127.80 18000 17891820.75 19000 17966761.88 20000 18002326.80 21000 17174139.21 22000 11610370.03 23000 13935501.01 24000 11417309.23 25000 12881025.90 e 1000 54100.84 2000 437198.29 3000 1372730.12 4000 2905063.43 5000 4730398.80 6000 6711861.25 7000 8566290.94 8000 10116644.38 9000 11647941.37 10000 12197725.12 11000 12682149.07 12000 15606372.60 13000 14864983.73 14000 16388710.27 15000 15201104.99 16000 17435994.94 17000 15886334.94 18000 16612221.51 19000 17018351.98 20000 17521643.79 21000 17106231.28 22000 16204835.12 23000 13534182.52 24000 13729620.30 25000 11873787.53 e 1000 20586.30 2000 167556.23 3000 545170.03 4000 1105474.98 5000 2137220.99 6000 3499846.07 7000 4810085.75 8000 6225037.54 9000 7302438.49 10000 8907482.43 11000 10375039.62 12000 10191423.40 13000 12752594.63 14000 14268764.80 15000 14539934.92 16000 15369038.92 17000 15655296.69 18000 16608562.96 19000 17291022.69 20000 17475420.64 21000 15968255.46 22000 12240243.52 23000 17389141.90 24000 16817753.53 25000 13650908.06 e 1000 14142.90 2000 113266.32 3000 381334.39 4000 813869.70 5000 1423347.07 6000 2388244.53 7000 3549224.36 8000 4698073.82 9000 6227522.40 10000 7351860.02 11000 8300704.61 12000 9601502.46 13000 10885497.48 14000 11635023.23 15000 12740512.56 16000 14065539.60 17000 15031283.30 18000 15901580.34 19000 16335094.49 20000 16403582.82 21000 16235856.15 22000 16372382.52 23000 15261264.65 24000 16287510.38 25000 15599759.59 e set title "4 GPUs" set key left top plot "-" with linespoints title "1024", "-" with linespoints title "2048", "-" with linespoints title "2072", "-" with linespoints title "4096", "-" with linespoints title "5120" 1000 71451.54 2000 692590.72 3000 2076816.57 4000 3435626.73 5000 4894123.79 6000 6052765.54 7000 6463100.97 8000 6909410.70 9000 7230636.47 10000 7178227.00 11000 7195774.44 12000 7318565.85 13000 7461030.80 14000 7581702.24 15000 7625188.65 16000 7389626.92 17000 6049015.12 18000 6639792.76 19000 3824573.33 20000 7199299.87 21000 6333055.39 22000 6356008.72 23000 4095468.02 24000 3500139.83 25000 3931842.20 e 1000 40505.24 2000 351182.68 3000 1151672.41 4000 2468421.56 5000 4327930.15 6000 6220481.51 7000 7837462.16 8000 10397416.89 9000 10483954.09 10000 11566644.11 11000 11904318.26 12000 13063248.65 13000 12879448.87 14000 14393533.40 15000 13693739.02 16000 14079794.67 17000 13741638.73 18000 15118077.58 19000 14115574.57 20000 15067516.60 21000 10279493.98 22000 13617476.96 23000 3883577.78 24000 17291520.48 25000 12900796.79 e 1000 38899.41 2000 346085.63 3000 1112331.78 4000 2306043.15 5000 3981610.27 6000 5807882.77 7000 7426439.28 8000 9093492.47 9000 10192335.48 10000 11854544.74 11000 11431287.03 12000 12903081.28 13000 12948715.93 14000 14049268.01 15000 13659377.62 16000 14149289.51 17000 13640465.14 18000 14665776.46 19000 13832756.55 20000 14753864.05 21000 10463565.36 22000 13677204.45 23000 2686128.32 24000 13538204.00 25000 10927471.31 e 1000 14684.86 2000 126634.37 3000 426980.98 4000 909816.78 5000 1697039.91 6000 2935134.88 7000 4330662.27 8000 5703358.52 9000 6887299.59 10000 7870431.71 11000 8845127.21 12000 10886902.43 13000 11127327.80 14000 13774328.25 15000 15099353.75 16000 16651455.68 17000 17314323.88 18000 18908799.30 19000 18600753.63 20000 20517757.05 21000 19433509.32 22000 20942305.40 23000 22097771.79 24000 20910708.97 25000 17392336.80 e 1000 10593.93 2000 85855.49 3000 289389.07 4000 648876.63 5000 1153125.89 6000 1962051.86 7000 3051022.34 8000 4065282.72 9000 4934516.68 10000 5998710.28 11000 8048277.57 12000 9527625.33 13000 11112740.96 14000 11914350.41 15000 13783452.10 16000 13749995.80 17000 15284488.10 18000 16735593.22 19000 18006429.18 20000 19633202.69 21000 19334520.33 22000 20378817.36 23000 21247595.52 24000 20397844.53 25000 20877254.44 e