Showing 54 of 54 problems
Title | Difficulty | Tags | Submissions |
|---|---|---|---|
| 1D Convolution | EASY | Convolution | 4460 |
| Vector Addition | EASY | Vector | 2638 |
| 1D Average Pooling | EASY | Pooling | 1106 |
| ReLU | EASY | Activations | 1013 |
| Leaky ReLU | EASY | Activations | 918 |
| Matrix Vector Multiplication | EASY | MatmulVector | 844 |
| GELU | EASY | Activations | 422 |
| ELU | EASY | Activations | 351 |
| Sigmoid | EASY | Activations | 272 |
| Tanh | EASY | Activations | 267 |
| Sum Over Dimension | EASY | Reduction | 245 |
| L1 Normalization | EASY | Normalization | 238 |
| Argmax Over Dimension | EASY | Reduction | 230 |
| 1D Max Pooling | EASY | Pooling | 226 |
| RMS Normalization | EASY | Normalization | 211 |
| Matrix Scalar Multiplication | EASY | MatmulScalar | 176 |
| Mean Squared Error Loss | EASY | Loss | 155 |
| Cosine Similarity | EASY | Loss | 151 |
| Huber Loss | EASY | Loss | 134 |
| L2 Normalization | EASY | Normalization | 133 |
| Hard Sigmoid | EASY | Activations | 132 |
| Softplus | EASY | Activations | 125 |
| SELU | EASY | Activations | 102 |
| Hinge Loss | EASY | Loss | 101 |
| Diagonal Matrix Multiplication | EASY | Matmul | 99 |
| Product Over Dimension | EASY | Reduction | 74 |
| Swish | EASY | Activations | 71 |
| Max Over Dimension | EASY | Reduction | 69 |
| Frobenius Normalization | EASY | Normalization | 67 |
| Argmin Over Dimension | EASY | Reduction | 21 |
| Min Over Dimension | EASY | Reduction | 16 |
| Mean Over Dimension | EASY | Reduction | 9 |
| Matrix Multiplication | MEDIUM | Matmul | 1461 |
| Square Matrix Multiplication | MEDIUM | Matmul | 1091 |
| 2D Convolution | MEDIUM | Convolution | 337 |
| GEMM with Bias and ReLU | MEDIUM | MatmulActivationsFused | 299 |
| Cumulative Sum | MEDIUM | Scan | 269 |
| Layer Normalization | MEDIUM | Normalization | 248 |
| Kullback-Leibler Divergence | MEDIUM | Loss | 184 |
| 2D Average Pooling | MEDIUM | Pooling | 150 |
| Batch Normalization | MEDIUM | Normalization | 145 |
| Softmax | MEDIUM | ActivationsNormalization | 134 |
| Cumulative Product | MEDIUM | Scan | 95 |
| Triplet Margin Loss | MEDIUM | LossReduction | 92 |
| 2D Max Pooling | MEDIUM | Pooling | 88 |
| Matrix Multiplication with Swish Activation | MEDIUM | MatmulActivationsFused | 85 |
| Symmetric Matrix Multiplication | MEDIUM | Matmul | 47 |
| Lower Triangular Matrix Multiplication | MEDIUM | Matmul | 18 |
| Upper Triangular Matrix Multiplication | MEDIUM | Matmul | 11 |
| 3D Tensor-Matrix Multiplication | HARD | Matmul | 110 |
| 3D Square Convolution | HARD | Convolution | 84 |
| 4D Tensor-Matrix Multiplication | HARD | Matmul | 46 |
| 3D Average Pooling | HARD | Pooling | 33 |
| 3D Max Pooling | HARD | Pooling | 25 |