Shared memory API – this new API lets apps allocate shared memory for faster access to common data.For example, we've added support for more UI customization of the Save dialog, as well as setAutofillOptions() for users to set credit card expiration using a spinner. Autofill enhancements – we've made it easier for password managers and other Autofill services to use the Autofill framework.Stay tuned for TensorFlow Lite announcements. We designed the Neural Networks API as a foundational layer for ML frameworks like TensorFlow Lite – Google's upcoming cross-platform ML framework for mobile – as well as Caffe2 and others. It enables hardware-accelerated inference operations on supported devices. Neural Networks API – as part of our efforts to bring machine intelligence to Android, we've added a Neural Networks API via the NDK.

We've added new hardware feature constants so you can now target the distribution of your apps and APK splits to normal or low-RAM devices running Android 8.1 and later. Android Go memory optimizations and targeting – Android 8.1 includes a set of memory optimizations for Android Go configurations (1GB or less of memory).Android 8.1 includes select new features and developer APIs (API level 27), along with the latest optimizations, bug fixes, and security patches.

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