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Showing 54 of 54 problems

Title	Difficulty	Tags	Submissions
1D Average Pooling	EASY	Pooling	1050
1D Convolution	EASY	Convolution	4385
1D Max Pooling	EASY	Pooling	207
2D Average Pooling	MEDIUM	Pooling	149
2D Convolution	MEDIUM	Convolution	290
2D Max Pooling	MEDIUM	Pooling	66
3D Average Pooling	HARD	Pooling	22
3D Max Pooling	HARD	Pooling	21
3D Square Convolution	HARD	Convolution	70
3D Tensor-Matrix Multiplication	HARD	Matmul	96
4D Tensor-Matrix Multiplication	HARD	Matmul	46
Argmax Over Dimension	EASY	Reduction	141
Argmin Over Dimension	EASY	Reduction	17
Batch Normalization	MEDIUM	Normalization	145
Cosine Similarity	EASY	Loss	137
Cumulative Product	MEDIUM	Scan	94
Cumulative Sum	MEDIUM	Scan	267
Diagonal Matrix Multiplication	EASY	Matmul	98
ELU	EASY	Activations	349
Frobenius Normalization	EASY	Normalization	67
GELU	EASY	Activations	421
GEMM with Bias and ReLU	MEDIUM	MatmulActivationsFused	297
Hard Sigmoid	EASY	Activations	130
Hinge Loss	EASY	Loss	100
Huber Loss	EASY	Loss	132
Kullback-Leibler Divergence	MEDIUM	Loss	175
L1 Normalization	EASY	Normalization	238
L2 Normalization	EASY	Normalization	131
Layer Normalization	MEDIUM	Normalization	244
Leaky ReLU	EASY	Activations	895
Lower Triangular Matrix Multiplication	MEDIUM	Matmul	18
Matrix Multiplication	MEDIUM	Matmul	1326
Matrix Multiplication with Swish Activation	MEDIUM	MatmulActivationsFused	68
Matrix Scalar Multiplication	EASY	MatmulScalar	175
Matrix Vector Multiplication	EASY	MatmulVector	824
Max Over Dimension	EASY	Reduction	69
Mean Over Dimension	EASY	Reduction	9
Mean Squared Error Loss	EASY	Loss	155
Min Over Dimension	EASY	Reduction	16
Product Over Dimension	EASY	Reduction	72
ReLU	EASY	Activations	984
RMS Normalization	EASY	Normalization	176
SELU	EASY	Activations	101
Sigmoid	EASY	Activations	254
Softmax	MEDIUM	ActivationsNormalization	130
Softplus	EASY	Activations	124
Square Matrix Multiplication	MEDIUM	Matmul	1090
Sum Over Dimension	EASY	Reduction	118
Swish	EASY	Activations	69
Symmetric Matrix Multiplication	MEDIUM	Matmul	47
Tanh	EASY	Activations	256
Triplet Margin Loss	MEDIUM	LossReduction	92
Upper Triangular Matrix Multiplication	MEDIUM	Matmul	11
Vector Addition	EASY	Vector	2383