Showing 61 of 61 problems
Title | Difficulty | Tags | Submissions |
---|---|---|---|
1D Convolution | EASY | Convolution | 4811 |
Vector Addition | EASY | Vector | 3093 |
ReLU | EASY | Activations | 1238 |
1D Average Pooling | EASY | Pooling | 1167 |
Leaky ReLU | EASY | Activations | 970 |
Matrix Vector Multiplication | EASY | MatmulVector | 872 |
GELU | EASY | Activations | 479 |
ELU | EASY | Activations | 395 |
Sigmoid | EASY | Activations | 314 |
Tanh | EASY | Activations | 287 |
Sum Over Dimension | EASY | Reduction | 283 |
L1 Normalization | EASY | Normalization | 280 |
Argmax Over Dimension | EASY | Reduction | 243 |
1D Max Pooling | EASY | Pooling | 240 |
RMS Normalization | EASY | Normalization | 216 |
Matrix Scalar Multiplication | EASY | MatmulScalar | 188 |
Mean Squared Error Loss | EASY | Loss | 159 |
Cosine Similarity | EASY | Loss | 152 |
L2 Normalization | EASY | Normalization | 139 |
Huber Loss | EASY | Loss | 136 |
Hard Sigmoid | EASY | Activations | 136 |
Softplus | EASY | Activations | 132 |
SELU | EASY | Activations | 120 |
Diagonal Matrix Multiplication | EASY | Matmul | 103 |
Hinge Loss | EASY | Loss | 103 |
Swish | EASY | Activations | 78 |
Product Over Dimension | EASY | Reduction | 74 |
Max Over Dimension | EASY | Reduction | 69 |
Frobenius Normalization | EASY | Normalization | 68 |
Argmin Over Dimension | EASY | Reduction | 21 |
Min Over Dimension | EASY | Reduction | 16 |
1D Running Sum | EASY | Convolution | 16 |
Image Thresholding | EASY | Graphics | 11 |
Mean Over Dimension | EASY | Reduction | 9 |
Grayscale Conversion | EASY | Graphics | 8 |
Box Blur | EASY | GraphicsConvolution | 0 |
Edge Detection | EASY | Graphics | 0 |
Image Histogram | EASY | GraphicsStatistics | 0 |
Matrix Multiplication | MEDIUM | Matmul | 1584 |
Square Matrix Multiplication | MEDIUM | Matmul | 1113 |
Cumulative Sum | MEDIUM | Scan | 371 |
2D Convolution | MEDIUM | Convolution | 337 |
GEMM with Bias and ReLU | MEDIUM | MatmulActivationsFused | 308 |
Layer Normalization | MEDIUM | Normalization | 254 |
Kullback-Leibler Divergence | MEDIUM | Loss | 194 |
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 |
Matrix Multiplication with Swish Activation | MEDIUM | MatmulActivationsFused | 88 |
2D Max Pooling | MEDIUM | Pooling | 88 |
Symmetric Matrix Multiplication | MEDIUM | Matmul | 49 |
Lower Triangular Matrix Multiplication | MEDIUM | Matmul | 17 |
Upper Triangular Matrix Multiplication | MEDIUM | Matmul | 10 |
Matrix Nth Power | MEDIUM | Matmul | 0 |
3D Tensor-Matrix Multiplication | HARD | Matmul | 109 |
3D Square Convolution | HARD | Convolution | 87 |
4D Tensor-Matrix Multiplication | HARD | Matmul | 45 |
3D Average Pooling | HARD | Pooling | 33 |
3D Max Pooling | HARD | Pooling | 25 |