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Showing 58 of 58 problems

Title	Difficulty	Tags	Submissions
1D Convolution	EASY	Convolution	4765
Vector Addition	EASY	Vector	3049
ReLU	EASY	Activations	1231
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
Matrix Multiplication	MEDIUM	Matmul	1557
Square Matrix Multiplication	MEDIUM	Matmul	1109
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