Showing 73 of 73 problems
Title | Difficulty | Tags | Submissions |
|---|---|---|---|
| 1D Convolution | EASY | Convolution | 6184 |
| Vector Addition | EASY | Vector | 4347 |
| ReLU | EASY | Activations | 1987 |
| Matrix Vector Multiplication | EASY | MatmulVector | 1472 |
| Leaky ReLU | EASY | Activations | 1458 |
| 1D Average Pooling | EASY | Pooling | 1333 |
| GELU | EASY | Activations | 640 |
| Sum Over Dimension | EASY | Reduction | 562 |
| Tanh | EASY | Activations | 541 |
| Sigmoid | EASY | Activations | 507 |
| ELU | EASY | Activations | 425 |
| RMS Normalization | EASY | Normalization | 393 |
| L1 Normalization | EASY | Normalization | 381 |
| Array Sorting | EASY | Sorting | 367 |
| Image Histogram | EASY | GraphicsStatistics | 347 |
| 1D Max Pooling | EASY | Pooling | 287 |
| Huber Loss | EASY | Loss | 260 |
| Argmax Over Dimension | EASY | Reduction | 258 |
| Max Over Dimension | EASY | Reduction | 242 |
| L2 Normalization | EASY | Normalization | 228 |
| Matrix Scalar Multiplication | EASY | MatmulScalar | 216 |
| Hard Sigmoid | EASY | Activations | 207 |
| Softplus | EASY | Activations | 186 |
| Cosine Similarity | EASY | Loss | 184 |
| Mean Squared Error Loss | EASY | Loss | 175 |
| Hinge Loss | EASY | Loss | 146 |
| SELU | EASY | Activations | 145 |
| Box Blur | EASY | GraphicsConvolution | 137 |
| 1D Running Sum | EASY | Convolution | 134 |
| Grayscale Conversion | EASY | Graphics | 129 |
| Product Over Dimension | EASY | Reduction | 122 |
| Frobenius Normalization | EASY | Normalization | 122 |
| Diagonal Matrix Multiplication | EASY | Matmul | 112 |
| Swish | EASY | Activations | 96 |
| Image Thresholding | EASY | Graphics | 54 |
| Edge Detection | EASY | Graphics | 50 |
| Min Over Dimension | EASY | Reduction | 39 |
| Mean Over Dimension | EASY | Reduction | 32 |
| ECC Point Negation (Batched) | EASY | Cryptography | 31 |
| Argmin Over Dimension | EASY | Reduction | 22 |
| Matrix Multiplication | MEDIUM | Matmul | 2287 |
| Square Matrix Multiplication | MEDIUM | Matmul | 1261 |
| 2D Convolution | MEDIUM | Convolution | 608 |
| Cumulative Sum | MEDIUM | Scan | 551 |
| Layer Normalization | MEDIUM | Normalization | 435 |
| GEMM with Bias and ReLU | MEDIUM | MatmulActivationsFused | 344 |
| Softmax | MEDIUM | ActivationsNormalization | 330 |
| Kullback-Leibler Divergence | MEDIUM | Loss | 273 |
| All-Pairs Shortest Path | MEDIUM | Graphs | 239 |
| Triplet Margin Loss | MEDIUM | LossReduction | 203 |
| 2D Average Pooling | MEDIUM | Pooling | 192 |
| 2D Max Pooling | MEDIUM | Pooling | 156 |
| Batch Normalization | MEDIUM | Normalization | 146 |
| Polynomial Multiplication over Finite Field | MEDIUM | Cryptography | 123 |
| Matrix Multiplication with Swish Activation | MEDIUM | MatmulActivationsFused | 114 |
| Cumulative Product | MEDIUM | Scan | 107 |
| Symmetric Matrix Multiplication | MEDIUM | Matmul | 66 |
| Single Source Shortest Path | MEDIUM | Graphs | 42 |
| Upper Triangular Matrix Multiplication | MEDIUM | Matmul | 38 |
| Lower Triangular Matrix Multiplication | MEDIUM | Matmul | 36 |
| 2D Convolution with ReLU and HardSwish | MEDIUM | ConvolutionActivationsFused | 35 |
| Matrix Nth Power | MEDIUM | Matmul | 29 |
| Minimum Spanning Tree | MEDIUM | Graphs | 20 |
| Vector Multiplication over Finite Field | MEDIUM | Cryptography | 18 |
| GEMM with Element-wise Multiply and LeakyReLU | MEDIUM | MatmulActivationsFused | 8 |
| Matrix Multiplication with Sigmoid and Sum | MEDIUM | MatmulReductionFused | 8 |
| Matrix Multiplication with Swish and Scaling | MEDIUM | MatmulActivationsFused | 2 |
| 3D Square Convolution | HARD | Convolution | 366 |
| 3D Tensor-Matrix Multiplication | HARD | Matmul | 148 |
| 3D Max Pooling | HARD | Pooling | 92 |
| 4D Tensor-Matrix Multiplication | HARD | Matmul | 80 |
| 3D Average Pooling | HARD | Pooling | 76 |
| Scaled Dot-Product Attention | HARD | Attention | 14 |