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Showing 61 of 61 problems

Title

Difficulty

Tags

Submissions

1D ConvolutionEASY
Convolution

4811

Vector AdditionEASY
Vector

3093

ReLUEASY
Activations

1238

1D Average PoolingEASY
Pooling

1167

Leaky ReLUEASY
Activations

970

Matrix Vector MultiplicationEASY
MatmulVector

872

GELUEASY
Activations

479

ELUEASY
Activations

395

SigmoidEASY
Activations

314

TanhEASY
Activations

287

Sum Over DimensionEASY
Reduction

283

L1 NormalizationEASY
Normalization

280

Argmax Over DimensionEASY
Reduction

243

1D Max PoolingEASY
Pooling

240

RMS NormalizationEASY
Normalization

216

Matrix Scalar MultiplicationEASY
MatmulScalar

188

Mean Squared Error LossEASY
Loss

159

Cosine SimilarityEASY
Loss

152

L2 NormalizationEASY
Normalization

139

Huber LossEASY
Loss

136

Hard SigmoidEASY
Activations

136

SoftplusEASY
Activations

132

SELUEASY
Activations

120

Diagonal Matrix MultiplicationEASY
Matmul

103

Hinge LossEASY
Loss

103

SwishEASY
Activations

78

Product Over DimensionEASY
Reduction

74

Max Over DimensionEASY
Reduction

69

Frobenius NormalizationEASY
Normalization

68

Argmin Over DimensionEASY
Reduction

21

Min Over DimensionEASY
Reduction

16

1D Running SumEASY
Convolution

16

Image ThresholdingEASY
Graphics

11

Mean Over DimensionEASY
Reduction

9

Grayscale ConversionEASY
Graphics

8

Box BlurEASY
GraphicsConvolution

0

Edge DetectionEASY
Graphics

0

Image HistogramEASY
GraphicsStatistics

0

Matrix MultiplicationMEDIUM
Matmul

1584

Square Matrix MultiplicationMEDIUM
Matmul

1113

Cumulative SumMEDIUM
Scan

371

2D ConvolutionMEDIUM
Convolution

337

GEMM with Bias and ReLUMEDIUM
MatmulActivationsFused

308

Layer NormalizationMEDIUM
Normalization

254

Kullback-Leibler DivergenceMEDIUM
Loss

194

2D Average PoolingMEDIUM
Pooling

150

Batch NormalizationMEDIUM
Normalization

145

SoftmaxMEDIUM
ActivationsNormalization

134

Cumulative ProductMEDIUM
Scan

95

Triplet Margin LossMEDIUM
LossReduction

92

Matrix Multiplication with Swish ActivationMEDIUM
MatmulActivationsFused

88

2D Max PoolingMEDIUM
Pooling

88

Symmetric Matrix MultiplicationMEDIUM
Matmul

49

Lower Triangular Matrix MultiplicationMEDIUM
Matmul

17

Upper Triangular Matrix MultiplicationMEDIUM
Matmul

10

Matrix Nth PowerMEDIUM
Matmul

0

3D Tensor-Matrix MultiplicationHARD
Matmul

109

3D Square ConvolutionHARD
Convolution

87

4D Tensor-Matrix MultiplicationHARD
Matmul

45

3D Average PoolingHARD
Pooling

33

3D Max PoolingHARD
Pooling

25