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Showing 54 of 54 problems

Title

Difficulty

Tags

Submissions

1D ConvolutionEASY
Convolution

4460

Vector AdditionEASY
Vector

2638

1D Average PoolingEASY
Pooling

1106

ReLUEASY
Activations

1013

Leaky ReLUEASY
Activations

918

Matrix Vector MultiplicationEASY
MatmulVector

844

GELUEASY
Activations

422

ELUEASY
Activations

351

SigmoidEASY
Activations

272

TanhEASY
Activations

267

Sum Over DimensionEASY
Reduction

245

L1 NormalizationEASY
Normalization

238

Argmax Over DimensionEASY
Reduction

230

1D Max PoolingEASY
Pooling

226

RMS NormalizationEASY
Normalization

211

Matrix Scalar MultiplicationEASY
MatmulScalar

176

Mean Squared Error LossEASY
Loss

155

Cosine SimilarityEASY
Loss

151

Huber LossEASY
Loss

134

L2 NormalizationEASY
Normalization

133

Hard SigmoidEASY
Activations

132

SoftplusEASY
Activations

125

SELUEASY
Activations

102

Hinge LossEASY
Loss

101

Diagonal Matrix MultiplicationEASY
Matmul

99

Product Over DimensionEASY
Reduction

74

SwishEASY
Activations

71

Max Over DimensionEASY
Reduction

69

Frobenius NormalizationEASY
Normalization

67

Argmin Over DimensionEASY
Reduction

21

Min Over DimensionEASY
Reduction

16

Mean Over DimensionEASY
Reduction

9

Matrix MultiplicationMEDIUM
Matmul

1461

Square Matrix MultiplicationMEDIUM
Matmul

1091

2D ConvolutionMEDIUM
Convolution

337

GEMM with Bias and ReLUMEDIUM
MatmulActivationsFused

299

Cumulative SumMEDIUM
Scan

269

Layer NormalizationMEDIUM
Normalization

248

Kullback-Leibler DivergenceMEDIUM
Loss

184

2D Average PoolingMEDIUM
Pooling

150

Batch NormalizationMEDIUM
Normalization

145

SoftmaxMEDIUM
ActivationsNormalization

134

Cumulative ProductMEDIUM
Scan

95

Triplet Margin LossMEDIUM
LossReduction

92

2D Max PoolingMEDIUM
Pooling

88

Matrix Multiplication with Swish ActivationMEDIUM
MatmulActivationsFused

85

Symmetric Matrix MultiplicationMEDIUM
Matmul

47

Lower Triangular Matrix MultiplicationMEDIUM
Matmul

18

Upper Triangular Matrix MultiplicationMEDIUM
Matmul

11

3D Tensor-Matrix MultiplicationHARD
Matmul

110

3D Square ConvolutionHARD
Convolution

84

4D Tensor-Matrix MultiplicationHARD
Matmul

46

3D Average PoolingHARD
Pooling

33

3D Max PoolingHARD
Pooling

25