Path	Lines of Code
tfjs-backend-cpu/rollup.config.js	99
tfjs-backend-cpu/src/backend_cpu.ts	160
tfjs-backend-cpu/src/base.ts	7
tfjs-backend-cpu/src/cpu_util.ts	15
tfjs-backend-cpu/src/index.ts	2
tfjs-backend-cpu/src/kernels/Abs.ts	24
tfjs-backend-cpu/src/kernels/Acos.ts	8
tfjs-backend-cpu/src/kernels/Acosh.ts	8
tfjs-backend-cpu/src/kernels/Add.ts	15
tfjs-backend-cpu/src/kernels/AddN.ts	25
tfjs-backend-cpu/src/kernels/All.ts	53
tfjs-backend-cpu/src/kernels/Any.ts	53
tfjs-backend-cpu/src/kernels/ArgMax.ts	50
tfjs-backend-cpu/src/kernels/ArgMin.ts	50
tfjs-backend-cpu/src/kernels/Asin.ts	8
tfjs-backend-cpu/src/kernels/Asinh.ts	8
tfjs-backend-cpu/src/kernels/Atan.ts	8
tfjs-backend-cpu/src/kernels/Atan2.ts	11
tfjs-backend-cpu/src/kernels/Atanh.ts	8
tfjs-backend-cpu/src/kernels/AvgPool.ts	39
tfjs-backend-cpu/src/kernels/AvgPool3D.ts	26
tfjs-backend-cpu/src/kernels/AvgPool3DGrad.ts	84
tfjs-backend-cpu/src/kernels/AvgPoolGrad.ts	48
tfjs-backend-cpu/src/kernels/BatchMatMul.ts	92
tfjs-backend-cpu/src/kernels/BatchNorm.ts	47
tfjs-backend-cpu/src/kernels/BatchToSpaceND.ts	44
tfjs-backend-cpu/src/kernels/Bincount.ts	22
tfjs-backend-cpu/src/kernels/Bincount_impl.ts	50
tfjs-backend-cpu/src/kernels/BroadcastArgs.ts	20
tfjs-backend-cpu/src/kernels/Cast.ts	54
tfjs-backend-cpu/src/kernels/Ceil.ts	10
tfjs-backend-cpu/src/kernels/ClipByValue.ts	14
tfjs-backend-cpu/src/kernels/Complex.ts	21
tfjs-backend-cpu/src/kernels/ComplexAbs.ts	24
tfjs-backend-cpu/src/kernels/Concat.ts	62
tfjs-backend-cpu/src/kernels/Concat_impl.ts	30
tfjs-backend-cpu/src/kernels/Conv2D.ts	80
tfjs-backend-cpu/src/kernels/Conv2DBackpropFilter.ts	64
tfjs-backend-cpu/src/kernels/Conv2DBackpropInput.ts	90
tfjs-backend-cpu/src/kernels/Conv3D.ts	87
tfjs-backend-cpu/src/kernels/Conv3DBackpropFilterV2.ts	85
tfjs-backend-cpu/src/kernels/Conv3DBackpropInputV2.ts	94
tfjs-backend-cpu/src/kernels/Cos.ts	8
tfjs-backend-cpu/src/kernels/Cosh.ts	8
tfjs-backend-cpu/src/kernels/CropAndResize.ts	121
tfjs-backend-cpu/src/kernels/Cumsum.ts	58
tfjs-backend-cpu/src/kernels/DenseBincount.ts	32
tfjs-backend-cpu/src/kernels/DepthToSpace.ts	31
tfjs-backend-cpu/src/kernels/DepthwiseConv2dNative.ts	31
tfjs-backend-cpu/src/kernels/DepthwiseConv2dNativeBackpropFilter.ts	57
tfjs-backend-cpu/src/kernels/DepthwiseConv2dNativeBackpropInput.ts	52
tfjs-backend-cpu/src/kernels/Diag.ts	21
tfjs-backend-cpu/src/kernels/Dilation2D.ts	74
tfjs-backend-cpu/src/kernels/Dilation2DBackpropFilter.ts	85
tfjs-backend-cpu/src/kernels/Dilation2DBackpropInput.ts	85
tfjs-backend-cpu/src/kernels/Einsum.ts	74
tfjs-backend-cpu/src/kernels/Elu.ts	9
tfjs-backend-cpu/src/kernels/EluGrad.ts	26
tfjs-backend-cpu/src/kernels/Equal.ts	12
tfjs-backend-cpu/src/kernels/Erf.ts	14
tfjs-backend-cpu/src/kernels/Exp.ts	10
tfjs-backend-cpu/src/kernels/ExpandDims.ts	29
tfjs-backend-cpu/src/kernels/Expm1.ts	10
tfjs-backend-cpu/src/kernels/FFT.ts	11
tfjs-backend-cpu/src/kernels/Fill.ts	24
tfjs-backend-cpu/src/kernels/FlipLeftRight.ts	38
tfjs-backend-cpu/src/kernels/Floor.ts	10
tfjs-backend-cpu/src/kernels/FloorDiv.ts	7
tfjs-backend-cpu/src/kernels/FusedConv2D.ts	44
tfjs-backend-cpu/src/kernels/FusedDepthwiseConv2D.ts	44
tfjs-backend-cpu/src/kernels/GatherNd.ts	27
tfjs-backend-cpu/src/kernels/GatherNd_Impl.ts	15
tfjs-backend-cpu/src/kernels/GatherV2.ts	63
tfjs-backend-cpu/src/kernels/GatherV2_impl.ts	19
tfjs-backend-cpu/src/kernels/Greater.ts	12
tfjs-backend-cpu/src/kernels/GreaterEqual.ts	12
tfjs-backend-cpu/src/kernels/IFFT.ts	11
tfjs-backend-cpu/src/kernels/Identity.ts	14
tfjs-backend-cpu/src/kernels/Imag.ts	15
tfjs-backend-cpu/src/kernels/IsFinite.ts	9
tfjs-backend-cpu/src/kernels/IsInf.ts	9
tfjs-backend-cpu/src/kernels/IsNaN.ts	9
tfjs-backend-cpu/src/kernels/LRN.ts	40
tfjs-backend-cpu/src/kernels/LRNGrad.ts	41
tfjs-backend-cpu/src/kernels/LeakyRelu.ts	25
tfjs-backend-cpu/src/kernels/Less.ts	12
tfjs-backend-cpu/src/kernels/LessEqual.ts	12
tfjs-backend-cpu/src/kernels/LinSpace.ts	15
tfjs-backend-cpu/src/kernels/LinSpace_impl.ts	4
tfjs-backend-cpu/src/kernels/Log.ts	10
tfjs-backend-cpu/src/kernels/Log1p.ts	8
tfjs-backend-cpu/src/kernels/LogicalAnd.ts	12
tfjs-backend-cpu/src/kernels/LogicalNot.ts	9
tfjs-backend-cpu/src/kernels/LogicalOr.ts	12
tfjs-backend-cpu/src/kernels/Max.ts	48
tfjs-backend-cpu/src/kernels/MaxPool.ts	39
tfjs-backend-cpu/src/kernels/MaxPool3D.ts	26
tfjs-backend-cpu/src/kernels/MaxPool3DGrad.ts	58
tfjs-backend-cpu/src/kernels/MaxPoolGrad.ts	76
tfjs-backend-cpu/src/kernels/MaxPoolWithArgmax.ts	30
tfjs-backend-cpu/src/kernels/MaxPoolWithArgmax_impl.ts	11
tfjs-backend-cpu/src/kernels/Max_impl.ts	20
tfjs-backend-cpu/src/kernels/Maximum.ts	11
tfjs-backend-cpu/src/kernels/Mean.ts	33
tfjs-backend-cpu/src/kernels/Min.ts	56
tfjs-backend-cpu/src/kernels/Minimum.ts	11
tfjs-backend-cpu/src/kernels/MirrorPad.ts	46
tfjs-backend-cpu/src/kernels/Mod.ts	18
tfjs-backend-cpu/src/kernels/Multinomial.ts	53
tfjs-backend-cpu/src/kernels/Multiply.ts	19
tfjs-backend-cpu/src/kernels/Neg.ts	24
tfjs-backend-cpu/src/kernels/NonMaxSuppressionV3.ts	25
tfjs-backend-cpu/src/kernels/NonMaxSuppressionV4.ts	30
tfjs-backend-cpu/src/kernels/NonMaxSuppressionV5.ts	34
tfjs-backend-cpu/src/kernels/NotEqual.ts	12
tfjs-backend-cpu/src/kernels/OneHot.ts	26
tfjs-backend-cpu/src/kernels/OnesLike.ts	33
tfjs-backend-cpu/src/kernels/Pack.ts	40
tfjs-backend-cpu/src/kernels/PadV2.ts	39
tfjs-backend-cpu/src/kernels/Pow.ts	11
tfjs-backend-cpu/src/kernels/Prelu.ts	22
tfjs-backend-cpu/src/kernels/Prod.ts	58
tfjs-backend-cpu/src/kernels/Range.ts	15
tfjs-backend-cpu/src/kernels/Range_impl.ts	16
tfjs-backend-cpu/src/kernels/Real.ts	15
tfjs-backend-cpu/src/kernels/RealDiv.ts	5
tfjs-backend-cpu/src/kernels/Reciprocal.ts	3
tfjs-backend-cpu/src/kernels/Relu.ts	8
tfjs-backend-cpu/src/kernels/Relu6.ts	9
tfjs-backend-cpu/src/kernels/Reshape.ts	32
tfjs-backend-cpu/src/kernels/ResizeBilinear.ts	79
tfjs-backend-cpu/src/kernels/ResizeBilinearGrad.ts	75
tfjs-backend-cpu/src/kernels/ResizeNearestNeighbor.ts	68
tfjs-backend-cpu/src/kernels/ResizeNearestNeighborGrad.ts	87
tfjs-backend-cpu/src/kernels/Reverse.ts	32
tfjs-backend-cpu/src/kernels/RotateWithOffset.ts	59
tfjs-backend-cpu/src/kernels/Round.ts	21
tfjs-backend-cpu/src/kernels/Rsqrt.ts	4
tfjs-backend-cpu/src/kernels/ScatterNd.ts	26
tfjs-backend-cpu/src/kernels/Scatter_impl.ts	38
tfjs-backend-cpu/src/kernels/Select.ts	36
tfjs-backend-cpu/src/kernels/Selu.ts	16
tfjs-backend-cpu/src/kernels/Sigmoid.ts	12
tfjs-backend-cpu/src/kernels/Sign.ts	16
tfjs-backend-cpu/src/kernels/Sin.ts	8
tfjs-backend-cpu/src/kernels/Sinh.ts	8
tfjs-backend-cpu/src/kernels/Slice.ts	49
tfjs-backend-cpu/src/kernels/Softmax.ts	55
tfjs-backend-cpu/src/kernels/Softplus.ts	23
tfjs-backend-cpu/src/kernels/SpaceToBatchND.ts	55
tfjs-backend-cpu/src/kernels/SparseFillEmptyRows.ts	53
tfjs-backend-cpu/src/kernels/SparseFillEmptyRows_impl.ts	97
tfjs-backend-cpu/src/kernels/SparseReshape.ts	40
tfjs-backend-cpu/src/kernels/SparseReshape_impl.ts	82
tfjs-backend-cpu/src/kernels/SparseSegmentMean.ts	35
tfjs-backend-cpu/src/kernels/SparseSegmentReduction_impl.ts	93
tfjs-backend-cpu/src/kernels/SparseSegmentSum.ts	35
tfjs-backend-cpu/src/kernels/SparseToDense.ts	28
tfjs-backend-cpu/src/kernels/SplitV.ts	28
tfjs-backend-cpu/src/kernels/Sqrt.ts	10
tfjs-backend-cpu/src/kernels/Square.ts	21
tfjs-backend-cpu/src/kernels/SquaredDifference.ts	15
tfjs-backend-cpu/src/kernels/Step.ts	15
tfjs-backend-cpu/src/kernels/StridedSlice.ts	61
tfjs-backend-cpu/src/kernels/StridedSlice_impl.ts	15
tfjs-backend-cpu/src/kernels/StringNGrams.ts	33
tfjs-backend-cpu/src/kernels/StringNGrams_impl.ts	151
tfjs-backend-cpu/src/kernels/StringSplit.ts	37
tfjs-backend-cpu/src/kernels/StringSplit_impl.ts	70
tfjs-backend-cpu/src/kernels/StringToHashBucketFast.ts	26
tfjs-backend-cpu/src/kernels/StringToHashBucketFast_impl.ts	10
tfjs-backend-cpu/src/kernels/Sub.ts	15
tfjs-backend-cpu/src/kernels/Sum.ts	65
tfjs-backend-cpu/src/kernels/Tan.ts	8
tfjs-backend-cpu/src/kernels/Tanh.ts	8
tfjs-backend-cpu/src/kernels/Tile.ts	19
tfjs-backend-cpu/src/kernels/Tile_impl.ts	20
tfjs-backend-cpu/src/kernels/TopK.ts	26
tfjs-backend-cpu/src/kernels/TopK_impl.ts	93
tfjs-backend-cpu/src/kernels/Transform.ts	190
tfjs-backend-cpu/src/kernels/Transpose.ts	28
tfjs-backend-cpu/src/kernels/Transpose_impl.ts	22
tfjs-backend-cpu/src/kernels/Unique.ts	24
tfjs-backend-cpu/src/kernels/Unique_impl.ts	61
tfjs-backend-cpu/src/kernels/Unpack.ts	39
tfjs-backend-cpu/src/kernels/UnsortedSegmentSum.ts	57
tfjs-backend-cpu/src/kernels/ZerosLike.ts	32
tfjs-backend-cpu/src/kernels/_FusedMatMul.ts	41
tfjs-backend-cpu/src/register_all_kernels.ts	332
tfjs-backend-cpu/src/shared.ts	43
tfjs-backend-cpu/src/utils/binary_impl.ts	37
tfjs-backend-cpu/src/utils/binary_types.ts	14
tfjs-backend-cpu/src/utils/binary_utils.ts	121
tfjs-backend-cpu/src/utils/fft_utils.ts	245
tfjs-backend-cpu/src/utils/fused_utils.ts	30
tfjs-backend-cpu/src/utils/pool_utils.ts	296
tfjs-backend-cpu/src/utils/unary_impl.ts	13
tfjs-backend-cpu/src/utils/unary_types.ts	4
tfjs-backend-cpu/src/utils/unary_utils.ts	38
tfjs-backend-cpu/src/utils/zeros_impl.ts	14
tfjs-backend-cpu/src/version.ts	2