osu: add mtu and eager experiments
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@ -116,6 +116,8 @@
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bw = callPackage ./osu/bw.nix { };
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impi = callPackage ./osu/impi.nix { };
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bwShm = bw.override { interNode = false; };
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mtu = callPackage ./osu/mtu.nix { };
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eager = callPackage ./osu/eager.nix { };
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};
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examples = {
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83
garlic/exp/osu/eager.nix
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83
garlic/exp/osu/eager.nix
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@ -0,0 +1,83 @@
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{
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stdenv
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, stdexp
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, bsc
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, targetMachine
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, stages
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}:
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with builtins;
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with stdenv.lib;
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let
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machineConfig = targetMachine.config;
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# Initial variable configuration
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varConf = with bsc; {
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sizeKB = range 5 25;
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mpi = [ impi ];
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#mpi = [ impi bsc.openmpi mpich ]; #psmpi ];
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PSM2_MQ_EAGER_SDMA_SZ_KB = [ 16 20 24 ];
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PSM2_MTU_KB = [ 10 ];
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};
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# Generate the complete configuration for each unit
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genConf = with bsc; c: targetMachine.config // rec {
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inherit (machineConfig) hw;
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nodes = 2;
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ntasksPerNode = 1;
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cpusPerTask = 1;
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time = "00:30:00";
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qos = "debug";
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loops = 10;
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iterations = 50000;
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#FIXME: Notice the switchover is 16000 and MTU is 10240
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PSM2_MQ_EAGER_SDMA_SZ = PSM2_MQ_EAGER_SDMA_SZ_KB * 1000;
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PSM2_MTU = PSM2_MTU_KB * 1024;
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expName = "osu-bw";
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unitName = expName +
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"-size.${toString sizeKB}K" +
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"-mtu.${toString PSM2_MTU_KB}K" +
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"-sdma.${toString PSM2_MQ_EAGER_SDMA_SZ_KB}K";
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jobName = expName;
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inherit (c) mpi sizeKB
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PSM2_MQ_EAGER_SDMA_SZ_KB
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PSM2_MTU_KB;
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size = sizeKB * 1024;
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};
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# Compute the array of configurations
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configs = stdexp.buildConfigs {
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inherit varConf genConf;
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};
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exec = {nextStage, conf, ...}: with conf; stages.exec {
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inherit nextStage;
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program = "${nextStage}/bin/osu_bw";
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env = ''
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export PSM2_MQ_EAGER_SDMA_SZ=${toString PSM2_MQ_EAGER_SDMA_SZ}
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export PSM2_MTU=${toString PSM2_MTU}
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export PSM2_TRACEMASK=0x101
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export PSM2_MQ_PRINT_STATS=-1
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'';
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argv = [
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"-m" "${toString size}:${toString size}"
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"-i" iterations
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];
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};
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program = {nextStage, conf, ...}: bsc.osumb.override {
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# Use the specified MPI implementation
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inherit (conf) mpi;
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};
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pipeline = stdexp.stdPipeline ++ [ exec program ];
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in
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stdexp.genExperiment { inherit configs pipeline; }
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83
garlic/exp/osu/mtu.nix
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83
garlic/exp/osu/mtu.nix
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@ -0,0 +1,83 @@
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{
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stdenv
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, stdexp
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, bsc
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, targetMachine
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, stages
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}:
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with builtins;
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with stdenv.lib;
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let
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machineConfig = targetMachine.config;
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# Initial variable configuration
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varConf = with bsc; {
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sizeKB = range 5 25;
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mpi = [ impi ];
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#mpi = [ impi bsc.openmpi mpich ]; #psmpi ];
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PSM2_MQ_EAGER_SDMA_SZ_KB = [ 16 ];
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PSM2_MTU_KB = [ 8 10 ];
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};
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# Generate the complete configuration for each unit
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genConf = with bsc; c: targetMachine.config // rec {
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inherit (machineConfig) hw;
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nodes = 2;
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ntasksPerNode = 1;
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cpusPerTask = 1;
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time = "00:30:00";
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qos = "debug";
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loops = 10;
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iterations = 50000;
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#FIXME: Notice the switchover is 16000 and MTU is 10240
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PSM2_MQ_EAGER_SDMA_SZ = PSM2_MQ_EAGER_SDMA_SZ_KB * 1000;
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PSM2_MTU = PSM2_MTU_KB * 1024;
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expName = "osu-bw";
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unitName = expName +
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"-size.${toString sizeKB}K" +
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"-mtu.${toString PSM2_MTU_KB}K" +
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"-sdma.${toString PSM2_MQ_EAGER_SDMA_SZ_KB}K";
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jobName = expName;
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inherit (c) mpi sizeKB
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PSM2_MQ_EAGER_SDMA_SZ_KB
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PSM2_MTU_KB;
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size = sizeKB * 1024;
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};
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# Compute the array of configurations
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configs = stdexp.buildConfigs {
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inherit varConf genConf;
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};
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exec = {nextStage, conf, ...}: with conf; stages.exec {
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inherit nextStage;
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program = "${nextStage}/bin/osu_bw";
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env = ''
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export PSM2_MQ_EAGER_SDMA_SZ=${toString PSM2_MQ_EAGER_SDMA_SZ}
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export PSM2_MTU=${toString PSM2_MTU}
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export PSM2_TRACEMASK=0x101
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export PSM2_MQ_PRINT_STATS=-1
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'';
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argv = [
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"-m" "${toString size}:${toString size}"
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"-i" iterations
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];
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};
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program = {nextStage, conf, ...}: bsc.osumb.override {
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# Use the specified MPI implementation
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inherit (conf) mpi;
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};
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pipeline = stdexp.stdPipeline ++ [ exec program ];
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in
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stdexp.genExperiment { inherit configs pipeline; }
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@ -77,6 +77,8 @@ in
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bw = customPlot ./osu/bw.R (ds.osu.bw bw.result);
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bwShm = customPlot ./osu/bw.R (ds.osu.bw bwShm.result);
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impi = customPlot ./osu/impi.R (ds.osu.bw impi.result);
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mtu = customPlot ./osu/mtu.R (ds.osu.bw mtu.result);
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eager = customPlot ./osu/eager.R (ds.osu.bw eager.result);
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};
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# The figures used in the article contained in a directory per figure
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62
garlic/fig/osu/eager.R
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62
garlic/fig/osu/eager.R
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@ -0,0 +1,62 @@
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library(ggplot2)
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library(dplyr, warn.conflicts = FALSE)
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library(scales)
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library(jsonlite)
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args=commandArgs(trailingOnly=TRUE)
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# Read the timetable from args[1]
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input_file = "input.json"
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if (length(args)>0) { input_file = args[1] }
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# Load the dataset in NDJSON format
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dataset = jsonlite::stream_in(file(input_file), verbose=FALSE) %>%
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jsonlite::flatten()
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# We only need the nblocks and time
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df = select(dataset,
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config.unitName,
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config.nodes,
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config.ntasksPerNode,
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config.cpusPerTask,
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config.PSM2_MQ_EAGER_SDMA_SZ,
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size, bw, config.iterations) %>%
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rename(unitName=config.unitName,
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iterations=config.iterations,
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PSM2_MQ_EAGER_SDMA_SZ=config.PSM2_MQ_EAGER_SDMA_SZ)
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nodes = unique(df$config.nodes)
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tasksPerNode = unique(df$config.ntasksPerNode)
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cpusPerTask = unique(df$config.cpusPerTask)
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df$unitName = as.factor(df$unitName)
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df$sizeFactor = as.factor(df$size)
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df$sizeKB = df$size / 1024
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df$PSM2_MQ_EAGER_SDMA_SZ.f = as.factor(df$PSM2_MQ_EAGER_SDMA_SZ)
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iterations = unique(df$iterations)
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df = group_by(df, unitName, sizeFactor) %>%
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mutate(medianBw = median(bw)) %>%
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ungroup()
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breaks = 10^(-10:10)
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minor_breaks <- rep(1:9, 21)*(10^rep(-10:10, each=9))
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ppi=150
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h=6
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w=8
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p = ggplot(data=df, aes(x=sizeKB, y=bw)) +
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labs(x="Message size (KB)", y="Bandwidth (MB/s)",
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title=sprintf("OSU benchmark: osu_bw --iterations %d", iterations),
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subtitle=input_file) +
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geom_point(shape=21, size=3) +
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geom_vline(aes(xintercept = PSM2_MQ_EAGER_SDMA_SZ/1024), color="blue") +
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geom_vline(xintercept = 10, color="red") +
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annotate("text", x = 10.2, y = 8.5e3, label = "MTU = 10KB", color="red", hjust=0) +
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facet_wrap(vars(PSM2_MQ_EAGER_SDMA_SZ.f), nrow=3, labeller = "label_both") +
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scale_x_continuous(breaks = unique(df$sizeKB), minor_breaks=NULL) +
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theme_bw()
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ggsave("bw.png", plot=p, width=w, height=h, dpi=ppi)
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ggsave("bw.pdf", plot=p, width=w, height=h, dpi=ppi)
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65
garlic/fig/osu/mtu.R
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65
garlic/fig/osu/mtu.R
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@ -0,0 +1,65 @@
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library(ggplot2)
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library(dplyr, warn.conflicts = FALSE)
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library(scales)
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library(jsonlite)
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args=commandArgs(trailingOnly=TRUE)
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# Read the timetable from args[1]
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input_file = "input.json"
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if (length(args)>0) { input_file = args[1] }
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# Load the dataset in NDJSON format
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dataset = jsonlite::stream_in(file(input_file), verbose=FALSE) %>%
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jsonlite::flatten()
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# We only need the nblocks and time
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df = select(dataset,
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config.unitName,
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config.nodes,
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config.ntasksPerNode,
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config.cpusPerTask,
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config.PSM2_MQ_EAGER_SDMA_SZ,
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config.PSM2_MTU,
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size, bw, config.iterations) %>%
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rename(unitName=config.unitName,
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iterations=config.iterations,
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PSM2_MQ_EAGER_SDMA_SZ=config.PSM2_MQ_EAGER_SDMA_SZ,
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PSM2_MTU=config.PSM2_MTU)
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nodes = unique(df$config.nodes)
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tasksPerNode = unique(df$config.ntasksPerNode)
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cpusPerTask = unique(df$config.cpusPerTask)
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df$unitName = as.factor(df$unitName)
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df$sizeFactor = as.factor(df$size)
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df$sizeKB = df$size / 1024
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df$PSM2_MQ_EAGER_SDMA_SZ.f = as.factor(df$PSM2_MQ_EAGER_SDMA_SZ)
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df$PSM2_MTU.f = as.factor(df$PSM2_MTU)
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iterations = unique(df$iterations)
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df = group_by(df, unitName, sizeFactor) %>%
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mutate(medianBw = median(bw)) %>%
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ungroup()
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breaks = 10^(-10:10)
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minor_breaks <- rep(1:9, 21)*(10^rep(-10:10, each=9))
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ppi=150
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h=6
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w=8
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p = ggplot(data=df, aes(x=sizeKB, y=bw)) +
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labs(x="Message size (KB)", y="Bandwidth (MB/s)",
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title=sprintf("OSU benchmark: osu_bw --iterations %d", iterations),
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subtitle=input_file) +
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geom_point(shape=21, size=3) +
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geom_vline(aes(xintercept = PSM2_MQ_EAGER_SDMA_SZ/1024), color="blue") +
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geom_vline(aes(xintercept = PSM2_MTU / 1024), color="red") +
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#annotate("text", x = 10.2, y = 8.5e3, label = "MTU = 10KB", color="red", hjust=0) +
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facet_wrap(vars(PSM2_MTU.f), nrow=3, labeller = "label_both") +
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scale_x_continuous(breaks = unique(df$sizeKB), minor_breaks=NULL) +
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theme_bw()
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ggsave("bw.png", plot=p, width=w, height=h, dpi=ppi)
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ggsave("bw.pdf", plot=p, width=w, height=h, dpi=ppi)
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