https://jaidevd.com/tags/torch/ Recent content in Torch on Jaidev's Blog Hugo en-us Thu, 12 Mar 2026 13:00:00 +0530 https://jaidevd.com/posts/optimizing-torch-models/ Thu, 12 Mar 2026 13:00:00 +0530 https://jaidevd.com/posts/optimizing-torch-models/ <p>ML researchers are from Mars and the ML engineers responsible for deploying models are from Venus. The two have vastly different motivations. The ML researcher&rsquo;s job, given a dataset and some compute, is to find the lowest possible loss on a task. In this pursuit, no engineering cost is too high. No tech debt is too large. Worse still, if they get published, they must include their code in their paper. Reproducible research only means that everyone be able to reproduce benchmarks and charts from the original paper. It usually has very little to do with production.</p>