ResNet50
Datasets
All datasets matching “ResNet50”E2AM_ResNet50
E2AM Ablation Results: ResNet-50
Energy-aware training ablation study for ResNet-50 across three image-classification datasets: CIFAR-10, CIFAR-100, and Tiny-ImageNet.
Each dataset has 15 training variants (8 individual-method M0..M7, 7 cumulative ablation C0..C6) at 50 epochs, plus a 5-variant deployment pipeline (FP32 baseline, structured pruning, pruning+finetune, INT8 quantization, pruned+INT8).
Status: 45 completed variants, 0 partial.
Quick links… See the full description on the dataset page: https://huggingface.co/datasets/Shanmuk4622/E2AM_ResNet50.resnet50-imagenet-embeddingssmart-repro-imagenet-resnet50-logitsLogo-Recognition-ResNet50-TripletNet-Embeddings-Datasetmit67_resnet50_places365-oof-featuresmit67_resnet50_places365_oof_features