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 |