Before revision:  We evaluate EDGY's on-device performance , and explore optimization techniques, including model pruning and quantization , to enable private, accurate and efficient representation learning on resource-constrained devices.
After revision:  We evaluate EDGY's on-device performance , and explore optimization techniques, including model quantization and knowledge distillation , to enable private, accurate and efficient representation learning on resource-constrained devices.