Skip to content
Problem of the day: GLU Activation

PyTorch practice problems

PyTorch
Difficulty:
Category:
Tag:

Showing 50 of 169

Status Title Difficulty
Accuracy – Multiclass Easy
Adapter Layer Medium
ALiBi Position Bias Medium
Apply Along an Axis Medium
AUC-ROC Medium
Autoencoder Medium
Batched Matrix Multiply Medium
Beam Search Hard
Bidirectional RNN Medium
Binary Classifier Easy
BLEU-1gram Medium
BPE Encode Text Hard
BPE Merge Step Medium
Broadcasting Addition Easy
Causal Attention Mask Easy
Causal LM Forward Pass Medium
Causal LM with KV Cache Generation Hard
Causal Self-Attention Block Medium
Classifier-Free Guidance Medium
Compute Gradient Medium
Compute Jacobian Hard
Concatenate Tensors Easy
Confusion Matrix Easy
Contrastive Loss (InfoNCE) Medium
Create a Tensor from a List Easy
Cross Attention Medium
Cross-Attention Block Medium
Cumulative Sum Easy
Custom Activation with Gradient Hard
Data Augmentation Medium
Data Collator with Padding Medium
DDPM Denoising Step Hard
DDPM Forward Noising Medium
DDPM Noise Schedule Easy
DDPM Sampler Loop Hard
DDPM Training Step End-to-End Medium
Depthwise Separable Convolution Hard
Distributed Training Step End-to-End Hard
Efficient Attention with Masking Hard
Einstein Summation Medium
Element-wise Operations Easy
Encoder-Decoder Beam Search Hard
Encoder-Decoder Greedy Decode Medium
Encoder-Decoder Transformer Forward Pass Hard
Eval Loop with Metrics Medium
Expected Calibration Error Medium
Exponential Moving Average Medium
Feature Normalization Pipeline Easy
Flash Attention Score Computation Hard
Focal Loss Medium