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https://github.com/andre-wojtowicz/blas-benchmarks
synced 2024-11-22 06:45:28 +01:00
markdown: added gcbd benchmark
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95
results.Rmd
95
results.Rmd
@ -148,9 +148,6 @@ for (host in hosts.info$Host)
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for (benchmark in BENCHMARKS)
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{
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if (benchmark == "gcbd")
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next
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cat(paste0("## ", paste(toupper(substring(benchmark, 1,1)), substring(benchmark, 2),sep="", collapse=" "), " benchmark\n\n"))
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testnames = benchmark.results %>%
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@ -158,8 +155,6 @@ for (host in hosts.info$Host)
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select(Test) %>%
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unique
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#browser()
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if (benchmark == "urbanek")
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# remove tests with almost the same results
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testnames = testnames %>% filter(row_number() %in% c(4, 5, 7, 8, 9, 10, 15))
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@ -173,10 +168,11 @@ for (host in hosts.info$Host)
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filter(Host == host & Benchmark == benchmark &
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Test == test)
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if (benchmark != "gcbd")
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data.to.plot = data.to.plot %>%
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mutate(PerfGain=data.to.plot[which(data.to.plot$Library==LIBRARY.REF), "Time"]/Time)
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levels(data.to.plot$Library) = list(
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renamedLibs = list(
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"cuBLAS"="cublas",
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"BLIS"="blis",
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"MKL"="mkl",
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@ -186,6 +182,12 @@ for (host in hosts.info$Host)
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"ATLAS (st)"="atlas_st",
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"Netlib"="netlib")
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if (benchmark != "gcbd")
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levels(data.to.plot$Library) = renamedLibs
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else
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levels(data.to.plot$Library) = rev(renamedLibs)
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data.to.plot = data.to.plot %>%
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mutate(Color=sapply(Library, function(x){
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if(x=="Netlib") "A"
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@ -201,13 +203,18 @@ for (host in hosts.info$Host)
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".png"))
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cat(paste0("#### ", gsub(" \\(.*\\)", "", test)), "\n\n")
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cat(paste("Time in seconds -", data.to.plot$Runs[1],
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"runs - lower is better\n\n"))
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cat(paste0("Time in seconds ", ifelse(benchmark=="gcbd", "regarding matrix size - right panel on log scale", ""), " - ", ifelse(benchmark!="gcbd", data.to.plot$Runs[1], paste(" from ", max(data.to.plot$Runs), " to ", min(data.to.plot$Runs))),
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" runs - lower is better\n\n"))
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myColors = c("#E6191A", "#F25F1E", "#636363", "#5AAC45")
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names(myColors) = levels(data.to.plot$Color)
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colScale = scale_fill_manual(name = "Color", values = myColors)
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#if (benchmark=="gcbd")
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# browser()
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if (benchmark != "gcbd")
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{
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png(image.path, width=600, height=35*nrow(data.to.plot))
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print(ggplot(data.to.plot, aes(x=reorder(Library, -Time), y=Time, fill=Color)) +
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theme_classic() +
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@ -234,6 +241,78 @@ for (host in hosts.info$Host)
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dev.off()
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cat(paste0("![](", image.path, ")\n\n\n\n"))
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} else {
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rbColors = c("#F40000","#FF8000","#0094FF","#E900FF","#B35807","#7F00FF","#FFBC70","#00DD0E")
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png(image.path, width=400, height=350, type="cairo")
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print(ggplot(data.to.plot,
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aes(x=Size, y=Time, group=Library, color=Library,
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shape=Library, fill=Library)) +
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theme_classic() +
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theme(
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panel.border = element_blank(),
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axis.title.x=element_blank(),
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axis.title.y=element_blank(),
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axis.text.x = element_text(colour="grey60"),
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axis.text.y = element_text(colour="grey60"),
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axis.ticks.x=element_line(color="grey60"),
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axis.ticks.y=element_line(color="grey60"),
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legend.margin=unit(c(-13,8), "mm"),
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legend.title=element_blank()
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) +
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geom_line(size=1) +
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geom_point(size=2, color="grey30") +
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scale_x_continuous(expand = c(0, 0),
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limits = c(0, 5000)) +
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scale_y_continuous(expand = c(0, 0)) +
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coord_cartesian(ylim=c(0, max(20, max(data.to.plot$Time)/3))) +
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geom_hline(yintercept = 0, color="grey") +
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geom_vline(xintercept = 0.4, color="grey") +
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scale_shape_manual(values=c(21,24,22,25,23,21,22,23)) +
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scale_color_manual(values=rbColors) +
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scale_fill_manual(values=rbColors)
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)
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dev.off()
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cat(paste0("![](", image.path, ")"))
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png(gsub(".png", "b.png", image.path), width=350, height=350, type="cairo")
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print(ggplot(data.to.plot,
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aes(x=Size, y=Time, group=Library, color=Library,
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shape=Library, fill=Library)) +
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theme_classic() +
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theme(
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panel.border = element_blank(),
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axis.title.x=element_blank(),
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axis.title.y=element_blank(),
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axis.text.x = element_text(colour="grey60"),
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axis.text.y = element_text(colour="grey60"),
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axis.ticks.x=element_line(color="grey60"),
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axis.ticks.y=element_line(color="grey60"),
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legend.position="none"
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) +
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geom_line(size=1) +
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geom_point(size=2, color="grey30") +
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scale_x_log10(expand=c(0,0),
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breaks=c(100, 200, 400, 800, 1600, 3200, 5000),
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limits=c(100, 5500)) +
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scale_y_log10() +
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scale_shape_manual(values=c(21,24,22,25,23,21,22,23)) +
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geom_hline(yintercept = 0, color="grey") +
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geom_vline(xintercept = min(data.to.plot$Size), color="grey") +
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scale_color_manual(values=rbColors) +
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scale_fill_manual(values=rbColors)
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)
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dev.off()
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cat(paste0("![](", gsub(".png", "b.png", image.path), ")\n\n\n\n"))
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}
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}
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