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Training practice problems in PyTorch

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Title Difficulty
DDPM Training Step End-to-End Medium
Distributed Training Step End-to-End Hard
Eval Loop with Metrics Medium
Exponential Moving Average Medium
Gradient Accumulation Medium
Gradient Clipping Easy
Implement Batch Normalization Medium
Implement Dropout Medium
Learning Rate Scheduler Medium
Logistic Regression From Scratch Easy
Model Checkpointing Easy
One RNN Language-Model Training Step Hard
Ring All-Reduce Hard
Train Binary Classifier End-to-End Medium
Train Encoder-Decoder Seq2Seq Step Hard
Train Image Classifier End-to-End Medium
Train LoRA Adapter End-to-End Medium
Train MLM Pretraining Step Hard
Train Multiclass Classifier with Early Stopping Medium
Train VAE End-to-End Medium
Train ViT Classifier End-to-End Hard
Train with Adam End-to-End Medium