owl-symbolic 0.2.0 · OCaml Package

type t =

| NOOP
| Int of Owl_symbolic_ops_generator.Int.t
| Complex of Owl_symbolic_ops_generator.Complex.t
| Float of Owl_symbolic_ops_generator.Float.t
| Tensor of Owl_symbolic_ops_generator.Tensor.t
| Variable of Owl_symbolic_ops_generator.Variable.t
| RandomUniform of Owl_symbolic_ops_generator.RandomUniform.t
| RandomNormal of Owl_symbolic_ops_generator.RandomNormal.t
| Zero of Owl_symbolic_ops_generator.Zero.t
| One of Owl_symbolic_ops_generator.One.t
| NegOne of Owl_symbolic_ops_generator.NegOne.t
| Pi of Owl_symbolic_ops_generator.Pi.t
| EyeLike of Owl_symbolic_ops_generator.EyeLike.t
| RandomUniformLike of Owl_symbolic_ops_generator.RandomUniformLike.t
| RandomNormalLike of Owl_symbolic_ops_generator.RandomNormalLike.t
| Multinomial of Owl_symbolic_ops_generator.Multinomial.t
| ConstantOfShape of Owl_symbolic_ops_generator.ConstantOfShape.t
| Range of Owl_symbolic_ops_generator.Range.t
| Sin of Owl_symbolic_ops_math.Sin.t
| Cos of Owl_symbolic_ops_math.Cos.t
| Tan of Owl_symbolic_ops_math.Tan.t
| Asin of Owl_symbolic_ops_math.Asin.t
| Acos of Owl_symbolic_ops_math.Acos.t
| Atan of Owl_symbolic_ops_math.Atan.t
| Sinh of Owl_symbolic_ops_math.Sinh.t
| Cosh of Owl_symbolic_ops_math.Cosh.t
| Tanh of Owl_symbolic_ops_math.Tanh.t
| Asinh of Owl_symbolic_ops_math.Asinh.t
| Acosh of Owl_symbolic_ops_math.Acosh.t
| Atanh of Owl_symbolic_ops_math.Atanh.t
| Sqrt of Owl_symbolic_ops_math.Sqrt.t
| Exp of Owl_symbolic_ops_math.Exp.t
| Log of Owl_symbolic_ops_math.Log.t
| Erf of Owl_symbolic_ops_math.Erf.t
| Sigmoid of Owl_symbolic_ops_math.Sigmoid.t
| HardSigmoid of Owl_symbolic_ops_math.HardSigmoid.t
| Relu of Owl_symbolic_ops_math.Relu.t
| ThresholdedRelu of Owl_symbolic_ops_math.ThresholdedRelu.t
| PRelu of Owl_symbolic_ops_math.PRelu.t
| Selu of Owl_symbolic_ops_math.Selu.t
| Elu of Owl_symbolic_ops_math.Elu.t
| LeakyRelu of Owl_symbolic_ops_math.LeakyRelu.t
| Softmax of Owl_symbolic_ops_math.Softmax.t
| LogSoftmax of Owl_symbolic_ops_math.LogSoftmax.t
| Softsign of Owl_symbolic_ops_math.Softsign.t
| Softplus of Owl_symbolic_ops_math.Softplus.t
| Abs of Owl_symbolic_ops_math.Abs.t
| Neg of Owl_symbolic_ops_math.Neg.t
| Sign of Owl_symbolic_ops_math.Sign.t
| Floor of Owl_symbolic_ops_math.Floor.t
| Ceil of Owl_symbolic_ops_math.Ceil.t
| Round of Owl_symbolic_ops_math.Round.t
| Clip of Owl_symbolic_ops_math.Clip.t
| Reciprocal of Owl_symbolic_ops_math.Reciprocal.t
| Rational of Owl_symbolic_ops_math.Rational.t
| Add of Owl_symbolic_ops_math.Add.t
| Sub of Owl_symbolic_ops_math.Sub.t
| Mul of Owl_symbolic_ops_math.Mul.t
| Div of Owl_symbolic_ops_math.Div.t
| Pow of Owl_symbolic_ops_math.Pow.t
| Mod of Owl_symbolic_ops_math.Mod.t
| MatMul of Owl_symbolic_ops_math.MatMul.t
| MatMulInteger of Owl_symbolic_ops_math.MatMulInteger.t
| QLinearMatMul of Owl_symbolic_ops_math.QLinearMatMul.t
| Gemm of Owl_symbolic_ops_math.Gemm.t
| Max of Owl_symbolic_ops_math.Max.t
| Min of Owl_symbolic_ops_math.Min.t
| Sum of Owl_symbolic_ops_math.Sum.t
| Mean of Owl_symbolic_ops_math.Mean.t
| CumSum of Owl_symbolic_ops_math.CumSum.t
| Hardmax of Owl_symbolic_ops_math.Hardmax.t
| Det of Owl_symbolic_ops_math.Det.t
| Expand of Owl_symbolic_ops_math.Expand.t
| And of Owl_symbolic_ops_logical.And.t
| Or of Owl_symbolic_ops_logical.Or.t
| Not of Owl_symbolic_ops_logical.Not.t
| Xor of Owl_symbolic_ops_logical.Xor.t
| Greater of Owl_symbolic_ops_logical.Greater.t
| Less of Owl_symbolic_ops_logical.Less.t
| Equal of Owl_symbolic_ops_logical.Equal.t
| BitShift of Owl_symbolic_ops_logical.BitShift.t
| EqualTo of Owl_symbolic_ops_logical.EqualTo.t
| ReduceSum of Owl_symbolic_ops_reduction.ReduceSum.t
| ReduceMax of Owl_symbolic_ops_reduction.ReduceMax.t
| ReduceMin of Owl_symbolic_ops_reduction.ReduceMin.t
| ReduceMean of Owl_symbolic_ops_reduction.ReduceMean.t
| ReduceSumSquare of Owl_symbolic_ops_reduction.ReduceSumSquare.t
| ReduceProd of Owl_symbolic_ops_reduction.ReduceProd.t
| ReduceLogSum of Owl_symbolic_ops_reduction.ReduceLogSum.t
| ReduceLogSumExp of Owl_symbolic_ops_reduction.ReduceLogSumExp.t
| ReduceL1 of Owl_symbolic_ops_reduction.ReduceL1.t
| ReduceL2 of Owl_symbolic_ops_reduction.ReduceL2.t
| Reshape of Owl_symbolic_ops_tensor.Reshape.t
| Identity of Owl_symbolic_ops_tensor.Identity.t
| Split of Owl_symbolic_ops_tensor.Split.t
| Concat of Owl_symbolic_ops_tensor.Concat.t
| Pad of Owl_symbolic_ops_tensor.Pad.t
| Cast of Owl_symbolic_ops_tensor.Cast.t
| Squeeze of Owl_symbolic_ops_tensor.Squeeze.t
| UnSqueeze of Owl_symbolic_ops_tensor.UnSqueeze.t
| Tile of Owl_symbolic_ops_tensor.Tile.t
| Shape of Owl_symbolic_ops_tensor.Shape.t
| Size of Owl_symbolic_ops_tensor.Size.t
| Transpose of Owl_symbolic_ops_tensor.Transpose.t
| Slice of Owl_symbolic_ops_tensor.Slice.t
| SpaceToDepth of Owl_symbolic_ops_tensor.SpaceToDepth.t
| DepthToSpace of Owl_symbolic_ops_tensor.DepthToSpace.t
| IsNaN of Owl_symbolic_ops_tensor.IsNaN.t
| IsInf of Owl_symbolic_ops_tensor.IsInf.t
| NonZero of Owl_symbolic_ops_tensor.NonZero.t
| Where of Owl_symbolic_ops_tensor.Where.t
| ScatterElements of Owl_symbolic_ops_tensor.ScatterElements.t
| ScatterND of Owl_symbolic_ops_tensor.ScatterND.t
| GatherElements of Owl_symbolic_ops_tensor.GatherElements.t
| GatherND of Owl_symbolic_ops_tensor.GatherND.t
| Compress of Owl_symbolic_ops_tensor.Compress.t
| ReverseSeq of Owl_symbolic_ops_tensor.ReverseSeq.t
| Unique of Owl_symbolic_ops_tensor.Unique.t
| Resize of Owl_symbolic_ops_tensor.Resize.t
| OneHot of Owl_symbolic_ops_tensor.OneHot.t
| Conv of Owl_symbolic_ops_nn.Conv.t
| ConvTranspose of Owl_symbolic_ops_nn.ConvTranspose.t
| MaxPool of Owl_symbolic_ops_nn.MaxPool.t
| AveragePool of Owl_symbolic_ops_nn.AveragePool.t
| BatchNormalization of Owl_symbolic_ops_nn.BatchNormalization.t
| InstanceNorm of Owl_symbolic_ops_nn.InstanceNorm.t
| Dropout of Owl_symbolic_ops_nn.Dropout.t
| GlobalMaxPool of Owl_symbolic_ops_nn.GlobalMaxPool.t
| GlobalAveragePool of Owl_symbolic_ops_nn.GlobalAveragePool.t
| Flatten of Owl_symbolic_ops_nn.Flatten.t
| LSTM of Owl_symbolic_ops_rnn.LSTM.t
| RNN of Owl_symbolic_ops_rnn.RNN.t
| GRU of Owl_symbolic_ops_rnn.GRU.t
| RoiAlign of Owl_symbolic_ops_object_detection.RoiAlign.t
| NonMaxSuppression of Owl_symbolic_ops_object_detection.NonMaxSuppression.t
| QuantizeLinear of Owl_symbolic_ops_quantization.QuantizeLinear.t
| DeQuantizeLinear of Owl_symbolic_ops_quantization.DeQuantizeLinear.t
| DynamicQuantizeLinear of Owl_symbolic_ops_quantization.DynamicQuantizeLinear.t
| SequenceEmpty of Owl_symbolic_ops_sequence.SequenceEmpty.t
| SequenceAt of Owl_symbolic_ops_sequence.SequenceAt.t
| SequenceInsert of Owl_symbolic_ops_sequence.SequenceInsert.t
| SequenceLength of Owl_symbolic_ops_sequence.SequenceLength.t
| SequenceConstruct of Owl_symbolic_ops_sequence.SequenceConstruct.t
| SequenceErase of Owl_symbolic_ops_sequence.SequenceErase.t
| SplitToSequence of Owl_symbolic_ops_sequence.SplitToSequence.t
| ConcatFromSequence of Owl_symbolic_ops_sequence.ConcatFromSequence.t

val name : t -> string

val op_type : t -> string

val input : t -> string array

val set_input : t -> string array -> unit

val out_shape : t -> int array option array

val set_out_shape : t -> int array option array -> unit

val attrs : t -> (string * Owl_symbolic_types.attrvalue) array

val set_attrs : t -> (string * Owl_symbolic_types.attrvalue) array -> unit

val output : t -> string array

val dtype : t -> Owl_symbolic_types.number_type

val set_dtype : t -> Owl_symbolic_types.number_type -> unit

val shape : t -> int array

val axes : t -> int array

val float_value : t -> float

val int_value : t -> int

val complex_value : t -> float * float

val tensor_value : t -> Owl_symbolic_types.tensor

val initializer_ : t -> Owl_symbolic_types.tensor option

val update_tensor_dtype : t -> Owl_symbolic_types.number_type -> unit

val compare : t -> t -> int