diff --git a/src/main/kotlin/com/vanniktech/dependency/graph/generator/DependencyGraphGeneratorTask.kt b/src/main/kotlin/com/vanniktech/dependency/graph/generator/DependencyGraphGeneratorTask.kt
index af24690..47b132c 100644
--- a/src/main/kotlin/com/vanniktech/dependency/graph/generator/DependencyGraphGeneratorTask.kt
+++ b/src/main/kotlin/com/vanniktech/dependency/graph/generator/DependencyGraphGeneratorTask.kt
@@ -28,7 +28,7 @@ import java.io.File
     val dot = File(outputDirectory, generator.outputFileNameDot)
     dot.writeText(graph.toString())
 
-    val graphviz = Graphviz.fromGraph(graph).run(generator.graphviz)
+    val graphviz = Graphviz.fromGraph(graph).withDefaultTotalMemory().run(generator.graphviz)
 
     val renders = generator.outputFormats.map {
       graphviz.render(it).toFile(File(outputDirectory, generator.outputFileName))
diff --git a/src/main/kotlin/com/vanniktech/dependency/graph/generator/ProjectDependencyGraphGeneratorTask.kt b/src/main/kotlin/com/vanniktech/dependency/graph/generator/ProjectDependencyGraphGeneratorTask.kt
index 461f061..4d2c308 100644
--- a/src/main/kotlin/com/vanniktech/dependency/graph/generator/ProjectDependencyGraphGeneratorTask.kt
+++ b/src/main/kotlin/com/vanniktech/dependency/graph/generator/ProjectDependencyGraphGeneratorTask.kt
@@ -28,7 +28,7 @@ import java.io.File
     val dot = File(outputDirectory, projectGenerator.outputFileNameDot)
     dot.writeText(graph.toString())
 
-    val graphviz = Graphviz.fromGraph(graph).run(projectGenerator.graphviz)
+    val graphviz = Graphviz.fromGraph(graph).withDefaultTotalMemory().run(projectGenerator.graphviz)
 
     val renders = projectGenerator.outputFormats.map {
       graphviz.render(it).toFile(File(outputDirectory, projectGenerator.outputFileName))
diff --git a/src/main/kotlin/com/vanniktech/dependency/graph/generator/extensions.kt b/src/main/kotlin/com/vanniktech/dependency/graph/generator/extensions.kt
index 4bc9437..5480e39 100644
--- a/src/main/kotlin/com/vanniktech/dependency/graph/generator/extensions.kt
+++ b/src/main/kotlin/com/vanniktech/dependency/graph/generator/extensions.kt
@@ -1,9 +1,11 @@
 package com.vanniktech.dependency.graph.generator
 
 import com.vanniktech.dependency.graph.generator.ProjectTarget.MULTIPLATFORM
+import guru.nidi.graphviz.engine.Graphviz
 import org.gradle.api.Project
 import org.gradle.api.artifacts.Configuration
 import org.gradle.api.artifacts.ProjectDependency
+import kotlin.math.pow
 
 internal fun String.nonEmptyPrepend(prepend: String) =
   if (isNotEmpty()) prepend + this else this
@@ -34,3 +36,5 @@ internal fun Project.target(): ProjectTarget {
 }
 
 internal fun Configuration.isImplementation() = name.lowercase().endsWith("implementation")
+
+internal fun Graphviz.withDefaultTotalMemory() = totalMemory(2.0.pow(30).toInt())