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https://github.com/andre-wojtowicz/blas-benchmarks
synced 2024-12-22 11:25:29 +01:00
markdown: urbanek and revolution benchmarks
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a2dae4369e
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46
results.Rmd
46
results.Rmd
@ -143,13 +143,15 @@ for (host in hosts.info$Host)
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if (!is.na(host.gpu))
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cat(paste(" +", host.gpu))
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cat("\n\n")
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cat("\n\n\n\n")
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for (benchmark in BENCHMARKS)
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{
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if (benchmark != "urbanek")
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if (benchmark == "gcbd")
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next
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cat(paste0("## ", paste(toupper(substring(benchmark, 1,1)), substring(benchmark, 2),sep="", collapse=" "), " benchmark\n\n"))
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testnames = benchmark.results %>%
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filter(Benchmark == benchmark) %>%
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select(Test) %>%
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@ -170,8 +172,18 @@ for (host in hosts.info$Host)
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filter(Host == host & Benchmark == benchmark &
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Test == test)
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data.to.plot$Library = factor(data.to.plot$Library,
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levels=rev(levels(data.to.plot$Library)))
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data.to.plot = data.to.plot %>%
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mutate(PerfGain=data.to.plot[which(data.to.plot$Library==LIBRARY.REF), "Time"]/Time)
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levels(data.to.plot$Library) = list(
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"cuBLAS"="cublas",
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"BLIS"="blis",
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"MKL"="mkl",
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"ATLAS (mt)"="atlas_mt",
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"OpenBLAS"="openblas",
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"GotoBLAS2"="gotoblas2",
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"ATLAS (st)"="atlas_st",
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"Netlib"="netlib")
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image.path = file.path(IMAGES.DIR,
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paste0("img_ph",
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@ -180,25 +192,33 @@ for (host in hosts.info$Host)
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"_t", i,
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".png"))
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png(image.path, width=500, height=50*nrow(data.to.plot))
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cat(paste0("#### ", gsub(" \\(.*\\)", "", test)), "\n\n")
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cat("Time in seconds - lower is better\n\n")
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png(image.path, width=600, height=50*nrow(data.to.plot))
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print(ggplot(data.to.plot, aes(x=Library, y=Time)) +
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theme_classic() +
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theme(
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panel.border = element_blank()
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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.ticks.x=element_line(color="grey60"),
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axis.ticks.y=element_line(color="grey60")
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) +
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scale_y_continuous(expand = c(0, 0),
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limits = c(0, 1.12*max(data.to.plot$Time))) +
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ggtitle(test) +
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ylab("Seconds (performance gain)") +
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limits = c(0, 1.20*max(data.to.plot$Time))) +
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geom_bar(stat="identity", width=.75) +
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geom_text(aes(label=round(Time, 2)), hjust=-0.25) +
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coord_flip() +
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geom_hline(yintercept = 0) +
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geom_vline(xintercept = 0.39)
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geom_text(aes(y=Time, x=Library, label=as.character(round(Time, 2))), hjust=-0.25, size=3, colour="grey45") +
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geom_text(aes(y=1.15*max(data.to.plot$Time), x=Library, label=paste0("x", round(PerfGain, 1))), hjust=1, size=4) +
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geom_hline(yintercept = 0, color="grey") +
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geom_vline(xintercept = 0.4, color="grey") +
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annotate("text", x=nrow(data.to.plot)/2, y=1.19*max(data.to.plot$Time), label="Performance gain", angle=-90, hjust=0.6)
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)
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dev.off()
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cat(paste0("![](", image.path, ")\n\n"))
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cat(paste0("![](", image.path, ")\n\n\n\n"))
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}
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