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ICICLE-AI/ResourceEstimation_HLOGenCNN

HLO Feature Dataset for Deep Learning Resource Estimation Dataset Summary The HLO Feature Dataset is a collection of compiler-level graph features (HLO graphs) extracted from deep learning training workloads. Alongside detailed metadata (model configs, GPU stats), this dataset enables machine learning approaches for: ⏱️ Training Time Prediction 📉 Resource Consumption Estimation ⚡ HPC and GPU Scheduling Optimization 🧩 Graph-based Neural Architecture Analysis… See the full description on the dataset page: https://huggingface.co/datasets/ICICLE-AI/ResourceEstimation_HLOGenCNN.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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