@InProceedings{ithemal-icml, title = "Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks", author = "Mendis, Charith and Renda, Alex and Amarasinghe, Saman and Carbin, Michael", booktitle = "Proceedings of the 36th International Conference on Machine Learning (ICML)", pages = "4505--4515", year = "2019", editor = "Chaudhuri, Kamalika and Salakhutdinov, Ruslan", volume = "97", series = "Proceedings of Machine Learning Research", address = "Long Beach, California, USA", month = "Jun", publisher = "PMLR", pdf = "https://commit.csail.mit.edu/papers/19/ithemal-icml.pdf", url = "https://commit.csail.mit.edu/papers/19/ithemal-icml.pdf", keywords = "SLP, ML4C", price = {Best Paper Award (ML for Systems workshop @ISCA 2019)