schema_version: 1.0.0
report_type: image-to-image
task_type: image-to-image
title: Neural Super Sampling (NSS)
description: >-
  Neural Super Sampling (NSS) is a parameter prediction model for real-time temporal super
  sampling developed by Arm, optimized for execution on Neural Accelerators (NX) in mobile GPUs.
  It enables high-resolution rendering at a lower compute cost by reconstructing high-quality
  output frames from low-resolution temporal inputs. NSS is particularly suited for mobile
  gaming, XR, and other power-constrained graphics use cases.
family_name: Neural Super Sampling
id: Arm/neural-super-sampling
filename: nss_v1_0_1_high_int8.vgf
base_model_id: Arm/neural-super-sampling
vendor: Arm
weight_dtype: int8
profile: Arm-Optimized
related_technologies:
  - NX
quantization:
  method: QAT
  weight_bits: 8
  activation_bits: 8
model_size_mb: 0.16
format: vgf