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Showing 61 of 61 problems

Title	Difficulty	Tags	Submissions
1D Convolution	EASY	Convolution	5127
Vector Addition	EASY	Vector	3233
ReLU	EASY	Activations	1435
1D Average Pooling	EASY	Pooling	1253
Leaky ReLU	EASY	Activations	1177
Matrix Vector Multiplication	EASY	MatmulVector	909
GELU	EASY	Activations	517
ELU	EASY	Activations	400
Sum Over Dimension	EASY	Reduction	387
Sigmoid	EASY	Activations	343
L1 Normalization	EASY	Normalization	323
Tanh	EASY	Activations	308
RMS Normalization	EASY	Normalization	290
1D Max Pooling	EASY	Pooling	265
Argmax Over Dimension	EASY	Reduction	256
Matrix Scalar Multiplication	EASY	MatmulScalar	207
L2 Normalization	EASY	Normalization	204
Huber Loss	EASY	Loss	196
Cosine Similarity	EASY	Loss	184
Hard Sigmoid	EASY	Activations	182
Mean Squared Error Loss	EASY	Loss	175
Softplus	EASY	Activations	161
SELU	EASY	Activations	144
Hinge Loss	EASY	Loss	143
Image Histogram	EASY	GraphicsStatistics	140
Max Over Dimension	EASY	Reduction	140
Diagonal Matrix Multiplication	EASY	Matmul	111
Product Over Dimension	EASY	Reduction	108
Frobenius Normalization	EASY	Normalization	99
Swish	EASY	Activations	93
Grayscale Conversion	EASY	Graphics	88
Image Thresholding	EASY	Graphics	42
Min Over Dimension	EASY	Reduction	39
Mean Over Dimension	EASY	Reduction	29
Edge Detection	EASY	Graphics	28
Box Blur	EASY	GraphicsConvolution	23
Argmin Over Dimension	EASY	Reduction	22
1D Running Sum	EASY	Convolution	21
Matrix Multiplication	MEDIUM	Matmul	1726
Square Matrix Multiplication	MEDIUM	Matmul	1147
Cumulative Sum	MEDIUM	Scan	411
2D Convolution	MEDIUM	Convolution	381
Layer Normalization	MEDIUM	Normalization	344
GEMM with Bias and ReLU	MEDIUM	MatmulActivationsFused	339
Kullback-Leibler Divergence	MEDIUM	Loss	259
Softmax	MEDIUM	ActivationsNormalization	217
2D Average Pooling	MEDIUM	Pooling	184
Triplet Margin Loss	MEDIUM	LossReduction	156
Batch Normalization	MEDIUM	Normalization	146
2D Max Pooling	MEDIUM	Pooling	131
Matrix Multiplication with Swish Activation	MEDIUM	MatmulActivationsFused	112
Cumulative Product	MEDIUM	Scan	96
Symmetric Matrix Multiplication	MEDIUM	Matmul	66
Lower Triangular Matrix Multiplication	MEDIUM	Matmul	36
Upper Triangular Matrix Multiplication	MEDIUM	Matmul	34
Matrix Nth Power	MEDIUM	Matmul	26
3D Tensor-Matrix Multiplication	HARD	Matmul	147
3D Square Convolution	HARD	Convolution	95
3D Max Pooling	HARD	Pooling	92
3D Average Pooling	HARD	Pooling	76
4D Tensor-Matrix Multiplication	HARD	Matmul	72