NegativeArraySizeException when building native image with cuda-redist using (flandmark-demo)

[alawasoft]

I'm trying to build a native image using the GraalVM native-image tool for the flandmark-demo example from the javacv-examples repository. However, I'm encountering a NegativeArraySizeException during the native image generation process. Here's the relevant part of the modified build.sbt file from flandmark demo repo:

import sbt._
import sbt.Keys._
import sbtassembly.AssemblyPlugin.autoImport._
import scala.language.postfixOps
import scala.sys.process.Process

name := "flandmark-demo"
version := "1.5.8"
scalaVersion := "3.3.1"

scalacOptions ++= Seq("-unchecked", "-deprecation", "-optimize", "-Xlint")

lazy val platform = org.bytedeco.javacpp.Loader.Detector.getPlatform

val gpuDeps = Seq("opencv" -> "4.6.0", "opencv-gpu" -> "4.6.0", "openblas" -> "0.3.21","cuda-redist" -> "11.8-8.6")

libraryDependencies ++= Seq(
  "org.bytedeco" % "javacpp" % "1.5.8" classifier platform,
  "org.bytedeco" % "javacv" % "1.5.8",
  "org.bytedeco" % "flandmark" % "1.07-1.5.8" classifier "",
  "org.bytedeco" % "flandmark" % "1.07-1.5.8" classifier platform,
)

javaCppVersion := "1.5.8"
javaCppPlatform := Seq(org.bytedeco.javacpp.Loader.Detector.getPlatform)
javaCppPresetLibs := gpuDeps

Compile / mainClass := Some("flandmark.Example1")
Compile / run / mainClass := Some("flandmark.Example1")

fork := true

enablePlugins(NativeImagePlugin, AssemblyPlugin)

nativeImageOutput := target.value / "native-image" / s"test"
nativeImageGraalHome := Path(System.getProperty("java.home")).asPath //graalvm java home

assembly / assemblyMergeStrategy := {
  case PathList("META-INF", xs @ _*) => MergeStrategy.discard
  case x => MergeStrategy.first
}

nativeImageOptions := Seq(
  "-J-Xmx24g",
  "--allow-incomplete-classpath",
  s"--class-path=${(assembly / assemblyOutputPath).value.toString}",
  "--verbose",
  "-Ob",
  "--diagnostics-mode"
)

nativeImage := (nativeImage dependsOn assembly).value

Thrown error

Failed generating after 3m 22s.

The build process encountered an unexpected error:

java.lang.NegativeArraySizeException: -278388736

Here are some additional details:

Operating System: ubuntu-amd64 GraalVM version: 22.0.1 (Latest) javacpp-presets version: 1.5.8 flandmark-demo example: repo link

this only occur when cuda-redist is included in the build, opencv and the other libs works just fine,

Tested with javacpp 1.5.11-SNAPSHOT , produces the same error. Tested in windows, produces the same error.

Please let me know if you need any further information to investigate this issue. Thank you for your help!

[saudet]

It just looks like the size of the image is limited to 2 GB

[alawasoft]

That totally make sense. it seems like I should separate out the libs from the executable. how would a typical native-image project ideal ways of loading and excluding cuda-redist (since cuda redist is quite big), a short brief advice would really helps! thanks saudet!

[saudet]

Instead of including the JAR in the image, you could extract it somewhere on the system and set the system PATH to where you extracted it