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PyTorch practice problems

PyTorch
Difficulty:
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Showing 50 of 66

Status Title Difficulty
Adapter Layer Medium
Autoencoder Medium
Beam Search Hard
Binary Classifier Easy
BPE Encode Text Hard
Causal LM Forward Pass Medium
Causal LM with KV Cache Generation Hard
Causal Self-Attention Block Medium
Cross-Attention Block Medium
Data Augmentation Medium
DDPM Sampler Loop Hard
DDPM Training Step End-to-End Medium
Distributed Training Step End-to-End Hard
Encoder-Decoder Beam Search Hard
Encoder-Decoder Greedy Decode Medium
Encoder-Decoder Transformer Forward Pass Hard
Eval Loop with Metrics Medium
Feature Normalization Pipeline Easy
Gradient Accumulation Medium
Gradient Clipping Easy
GRU Cell Medium
Learning Rate Scheduler Medium
Linear Regression Easy
LLaMA-Style Transformer Block Hard
Logistic Regression From Scratch Easy
LSTM Cell Medium
Mini-Batch Training Medium
MLM Eval — Masked Accuracy Medium
MLM Forward Pass Medium
MLM Forward with Tied Output Head Medium
MLM Masking Strategy Medium
Model Checkpointing Easy
Multi-Class Classifier Easy
Multi-Head Attention Block Hard
Nucleus Sampling Generation Loop Hard
Patch Embedding with CLS Token Medium
Polynomial Regression Medium
Self-Attention Layer Hard
Sequence Classifier Medium
Simple CNN Medium
Simple GAN Generator Hard
Simple RNN Cell Medium
Skip Connection Block Medium
Tokenize and Pad Batch Medium
Train Binary Classifier End-to-End Medium
Train Causal LM Pretraining Step Hard
Train Encoder-Decoder Seq2Seq Step Hard
Train Image Classifier End-to-End Medium
Training Loop Easy
Train LoRA Adapter End-to-End Medium