diff --git a/kmath-torch/README.md b/kmath-torch/README.md
index 6e0368036..7d5c76833 100644
--- a/kmath-torch/README.md
+++ b/kmath-torch/README.md
@@ -89,7 +89,7 @@ memScoped {
         scope = this,
         array = floatArrayOf(7f,8.9f,2.6f,5.6f),
         shape = intArrayOf(4))
-    println(intTensor)
+    println(floatTensor)
 }
 ```
 
diff --git a/kmath-torch/build.gradle.kts b/kmath-torch/build.gradle.kts
index 08f74fd88..5db0af2f7 100644
--- a/kmath-torch/build.gradle.kts
+++ b/kmath-torch/build.gradle.kts
@@ -12,6 +12,10 @@ val home = System.getProperty("user.home")
 val thirdPartyDir = "$home/.konan/third-party/kmath-torch-${project.property("version")}"
 val cppBuildDir = "$thirdPartyDir/cpp-build"
 
+val cudaHome: String? = System.getenv("CUDA_HOME")
+val cudaDefault = file("/usr/local/cuda").exists()
+val cudaFound = cudaHome?.isNotEmpty() ?: false or cudaDefault
+
 val cmakeArchive = "cmake-3.19.2-Linux-x86_64"
 val torchArchive = "libtorch"
 
@@ -32,8 +36,11 @@ val downloadNinja by tasks.registering(Download::class) {
 }
 
 val downloadTorch by tasks.registering(Download::class) {
-    val zipFile = "$torchArchive-cxx11-abi-shared-with-deps-1.7.1%2Bcu110.zip"
-    src("https://download.pytorch.org/libtorch/cu110/$zipFile")
+    val abiMeta = "$torchArchive-cxx11-abi-shared-with-deps-1.7.1%2B"
+    val cudaUrl = "https://download.pytorch.org/libtorch/cu110/${abiMeta}cu110.zip"
+    val cpuUrl = "https://download.pytorch.org/libtorch/cpu/${abiMeta}cpu.zip"
+    val url = if (cudaFound) cudaUrl else cpuUrl
+    src(url)
     dest(File(thirdPartyDir, "$torchArchive.zip"))
     overwrite(false)
 }
diff --git a/kmath-torch/src/nativeTest/kotlin/kscience/kmath/torch/TestUtils.kt b/kmath-torch/src/nativeTest/kotlin/kscience/kmath/torch/TestUtils.kt
index 3a174b186..d49cb3720 100644
--- a/kmath-torch/src/nativeTest/kotlin/kscience/kmath/torch/TestUtils.kt
+++ b/kmath-torch/src/nativeTest/kotlin/kscience/kmath/torch/TestUtils.kt
@@ -1,5 +1,6 @@
 package kscience.kmath.torch
 
+import kotlin.test.Ignore
 import kotlin.test.Test
 import kotlin.test.assertEquals
 import kotlin.test.assertTrue
@@ -12,8 +13,4 @@ internal class TestUtils {
         setNumThreads(numThreads)
         assertEquals(numThreads, getNumThreads())
     }
-    @Test
-    fun cudaAvailability(){
-        assertTrue(cudaAvailable())
-    }
 }
\ No newline at end of file