Stylegan3 Suite

Module: benchmarks.suites.stylegan3_suite

Source: benchmarks/suites/stylegan3_suite.py

Overview

StyleGAN3 Benchmark Suite for High-Resolution Image Generation.

This module provides a comprehensive benchmark suite for evaluating StyleGAN3 performance on FFHQ dataset with few-shot adaptation capabilities.

Key Features:

• StyleGAN3 model evaluation with FID, IS, LPIPS metrics
• Few-shot domain adaptation testing
• Style mixing and equivariance evaluation
• Progressive training and evaluation

Classes

StyleGAN3Benchmark

class StyleGAN3Benchmark

StyleGAN3BenchmarkConfig

class StyleGAN3BenchmarkConfig

StyleGAN3Suite

class StyleGAN3Suite

Functions

init

def __init__()

init

def __init__()

create_stylegan3_demo

def create_stylegan3_demo()

get_performance_summary

def get_performance_summary()

get_performance_targets

def get_performance_targets()

run_all_benchmarks

def run_all_benchmarks()

run_benchmark

def run_benchmark()

run_evaluation

def run_evaluation()

run_training

def run_training()

setup_model

def setup_model()

Module Statistics

• Classes: 3
• Functions: 10
• Imports: 11