I played around with the console and set my endurance to 150 (I'm using the mcp attribute uncap, so all points above 100 aren't treated as fortifications). When I ran around my fatigue loss was lessened incredibly. I reset my endurance and set my athletics to 150 (I was also using mcp skill uncap), it barely came close to the fatigue loss reduction (though I did run faster).
I was never aware that endurance played a much bigger role than athletics when it came to reducing fatigue loss.