Pascal NivilleinIxorONNX inference speed: To ensemble or not?At Ixor we have several machine learning models in production, running on AWS ECR instances. The “time is money” statement can be taken…Sep 26, 2022Sep 26, 2022
Pascal NivilleinIxorML model deployment in AWS Lambda: ECR updateA third - and probably last - version of how to fit ML models and their dependencies into AWS lambda functions. What used to be a horrible…Jun 30, 2022Jun 30, 2022
Pascal NivilleinIxorML model deployment in AWS Lambda: EFS updateUpdate: This approach is outdated, a better approach is discussed in this blogMay 7, 2021May 7, 2021
Pascal NivilleinIxorML model deployment using AWS Lambda: Tips and tricksThe use of modern cloud services offers interesting opportunities in terms of cost, administrative ease and scalability. All the big cloud…Feb 14, 2020Feb 14, 2020
Pascal NivilleinIxorExploiting feature maps to increase end-user trustMachine learning in production, a little story:Dec 2, 2019Dec 2, 2019
Pascal NivilleinIxorAcute Leukaemia diagnosis using machine learningLeukaemia and reduced blood efficiencyJan 22, 20191Jan 22, 20191