CLBlast/scripts/graphs/xgemm.r

94 lines
3.7 KiB
R
Executable file

# ==================================================================================================
# This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
# project uses a tab-size of two spaces and a max-width of 100 characters per line.
#
# Author(s):
# Cedric Nugteren <www.cedricnugteren.nl>
#
# This file implements the performance script for the Xgemm routine
#
# ==================================================================================================
# Includes the common functions
args <- commandArgs(trailingOnly = FALSE)
thisfile <- (normalizePath(sub("--file=", "", args[grep("--file=", args)])))
source(file.path(dirname(thisfile), "common.r"))
# ==================================================================================================
# Settings
routine_name <- "xgemm"
parameters <- c("-m","-n","-k","-layout","-transA","-transB",
"-num_steps","-step","-runs","-precision")
precision <- 32
# Sets the names of the test-cases
test_names <- list(
"multiples of 128",
"multiples of 128 (+1)",
"around m=n=k=512",
"around m=n=k=2048",
"layouts and transposing (m=n=k=1024)",
"powers of 2"
)
# Defines the test-cases
test_values <- list(
list(c( 128, 128, 128, 102, 111, 111, 16, 128, num_runs, precision)),
list(c( 129, 129, 129, 102, 111, 111, 16, 128, num_runs, precision)),
list(c( 512, 512, 512, 102, 111, 111, 16, 1, num_runs, precision)),
list(c(2048, 2048, 2048, 102, 111, 111, 16, 1, num_runs, precision)),
list(
c(1024, 1024, 1024, 101, 111, 111, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 101, 111, 112, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 101, 112, 111, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 101, 112, 112, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 102, 111, 111, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 102, 111, 112, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 102, 112, 111, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 102, 112, 112, 1, 0, num_runs, precision)
),
list(
c( 8, 8, 8, 102, 111, 111, 1, 0, num_runs, precision),
c( 16, 16, 16, 102, 111, 111, 1, 0, num_runs, precision),
c( 32, 32, 32, 102, 111, 111, 1, 0, num_runs, precision),
c( 64, 64, 64, 102, 111, 111, 1, 0, num_runs, precision),
c( 128, 128, 128, 102, 111, 111, 1, 0, num_runs, precision),
c( 256, 256, 256, 102, 111, 111, 1, 0, num_runs, precision),
c( 512, 512, 512, 102, 111, 111, 1, 0, num_runs, precision),
c(1024, 1024, 1024, 102, 111, 111, 1, 0, num_runs, precision),
c(2048, 2048, 2048, 102, 111, 111, 1, 0, num_runs, precision),
c(4096, 4096, 4096, 102, 111, 111, 1, 0, num_runs, precision),
c(8192, 8192, 8192, 102, 111, 111, 1, 0, num_runs, precision)
)
)
# Defines the x-labels corresponding to the test-cases
test_xlabels <- list(
"matrix sizes (m=n=k)",
"matrix sizes (m=n=k)",
"matrix sizes (m=n=k)",
"matrix sizes (m=n=k)",
"layout (row/col), transA (n/y), transB (n/y)",
"matrix sizes (m=n=k)"
)
# Defines the x-axis of the test-cases
test_xaxis <- list(
c("m", ""),
c("m", ""),
c("m", ""),
c("m", ""),
list(1:8, c("row,n,n", "row,n,y", "row,y,n", "row,y,y",
"col,n,n", "col,n,y", "col,y,n", "col,y,y")),
c("m", "x")
)
# ==================================================================================================
# Start the script
main(routine_name=routine_name, precision=precision, test_names=test_names, test_values=test_values,
test_xlabels=test_xlabels, test_xaxis=test_xaxis, metric_gflops=TRUE)
# ==================================================================================================