What? No. Fully connected networks are deep learning, and actually the most important deep learning workload. See: Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective:

https://research.fb.com/publications/applied-machine-learnin...

Table 1 shows News Feed service uses fully connected networks model, and table 3 shows this workload dominates all other workloads.