EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 19 · Lesson 46BuildPython1.5 h85 lessons in phase

Gradient Accumulation

Train at an effective batch you cannot afford, one micro-batch at a time. Scale the loss, hold the optimizer step, and let the gradients pile up.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 19Capstone Projects. Use the previous / next cards below to keep browsing the phase.