How to simplify ResNet50 in a classification task?
Middle
175
Machine Learning / AI
3611
0
What practical tricks speed up transformer inference (speculative decoding, medusa)?
Middle — Senior
174
How to increase the amount of training data with a small number of labeled objects?
Middle
173
What is attention?
Middle
173
How to recognize text in images using NLP?
Middle
173
173
172
172
Was dropout implemented based on loss or by randomly dropping weights?
Middle
172
171
How to implement an algorithm for counting and shifting zeros in an array in Python?
Middle — Senior
171
What is the difference between level-wise and leaf-wise tree training?
Middle — Senior
171
Is it necessary to put shuffle in DataLoader?
Middle
170
What types of model distillation exist?
Middle
170
What is a partition in ClickHouse?
Middle
170
When should you choose backbones, and when can you use ResNet50?
Middle
168
What is distillation?
Middle
167
What errors in the training cycle can worsen the learning and quality of the model?
Middle
166
What are EFB and GOSS in LightGBM?
Middle — Senior
166
Is YOLOv8 a one-stage or two-stage detector?
Middle
166