Each batch in partial fit equates to a step in keras NN training logic.
Referencing that logic, current training flow, only trains for only one epoch resulting in under-trained models due to insufficient convergence of SGD.
Implement nested training loop with n_epochs and batches.
partial_fit
.step
inkeras
NN training logic.n_epochs
andbatches
.