diff --git a/memory_part_2.playground/Contents.swift b/memory_part_2.playground/Contents.swift
new file mode 100644
index 0000000..8c3ecbb
--- /dev/null
+++ b/memory_part_2.playground/Contents.swift
@@ -0,0 +1,34 @@
+
+import MetalKit
+
+guard let device = MTLCreateSystemDefaultDevice() else { fatalError() }
+
+let count = 2000
+let length = count * MemoryLayout< Float >.stride
+
+//  1. makeBuffer(length:)
+//
+//let myBuffer = device.makeBuffer(length: length, options: [])
+//print(myBuffer.contents())
+
+//  2. makeBuffer(bytes:)
+//
+//var myVector = [Float](repeating: 0, count: count)
+//let myBuffer = device.makeBuffer(bytes: myVector, length: length, options: [])
+//withUnsafePointer(to: &myVector) { print($0) }
+//print(myBuffer.contents())
+
+//  3. makeBuffer(bytesNoCopy:)
+//
+var memory: UnsafeMutableRawPointer? = nil
+let alignment = 0x1000
+let allocationSize = (length + alignment - 1) & (~(alignment - 1))
+posix_memalign(&memory, alignment, allocationSize)
+let myBuffer = device.makeBuffer(bytesNoCopy: memory!,
+                                 length: allocationSize,
+                                 options: [],
+                                 deallocator: { (pointer: UnsafeMutableRawPointer, _: Int) in
+                                    free(pointer)
+                                 })
+print(memory!)
+print(myBuffer.contents())
diff --git a/memory_part_2.playground/contents.xcplayground b/memory_part_2.playground/contents.xcplayground
new file mode 100644
index 0000000..63b6dd8
--- /dev/null
+++ b/memory_part_2.playground/contents.xcplayground
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
+<playground version='5.0' target-platform='macos'>
+    <timeline fileName='timeline.xctimeline'/>
+</playground>
\ No newline at end of file
diff --git a/memory_part_2.playground/playground.xcworkspace/contents.xcworkspacedata b/memory_part_2.playground/playground.xcworkspace/contents.xcworkspacedata
new file mode 100644
index 0000000..919434a
--- /dev/null
+++ b/memory_part_2.playground/playground.xcworkspace/contents.xcworkspacedata
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<Workspace
+   version = "1.0">
+   <FileRef
+      location = "self:">
+   </FileRef>
+</Workspace>
diff --git a/memory_part_2.playground/playground.xcworkspace/xcuserdata/mhorga.xcuserdatad/UserInterfaceState.xcuserstate b/memory_part_2.playground/playground.xcworkspace/xcuserdata/mhorga.xcuserdatad/UserInterfaceState.xcuserstate
new file mode 100644
index 0000000..3835f78
Binary files /dev/null and b/memory_part_2.playground/playground.xcworkspace/xcuserdata/mhorga.xcuserdatad/UserInterfaceState.xcuserstate differ