Operation Specifications

.. meta:: :description: Explore the examples of operations supported in OpenVINO™ toolkit.

.. toctree:: :maxdepth: 1

Abs-1 <operation-specs/arithmetic/abs-1> Acos-1 <operation-specs/arithmetic/acos-1> Acosh-3 <operation-specs/arithmetic/acosh-3> AdaptiveAvgPool-8 <operation-specs/pooling/adaptive-avg-pool-8> AdaptiveMaxPool-8 <operation-specs/pooling/adaptive-max-pool-8> Add-1 <operation-specs/arithmetic/add-1> Asin-1 <operation-specs/arithmetic/asin-1> Asinh-3 <operation-specs/arithmetic/asinh-3> Assign-3 <operation-specs/infrastructure/assign-3> Assign-6 <operation-specs/infrastructure/assign-6> Atan-1 <operation-specs/arithmetic/atan-1> Atanh-3 <operation-specs/arithmetic/atanh-3> AUGRUCell <operation-specs/internal/augru-cell> AUGRUSequence <operation-specs/internal/augru-sequence> AvgPool-1 <operation-specs/pooling/avg-pool-1> AvgPool-14 <operation-specs/pooling/avg-pool-14> AvgPool-16 <operation-specs/pooling/avg-pool-16> BatchNormInference-1 <operation-specs/normalization/batch-norm-inference-1> BatchNormInference-5 <operation-specs/normalization/batch-norm-inference-5> BatchToSpace-2 <operation-specs/movement/batch-to-space-2> BinaryConvolution-1 <operation-specs/convolution/binary-convolution-1> BitwiseAnd-13 <operation-specs/bitwise/bitwise-and-13> BitwiseLeftShift-15 <operation-specs/bitwise/bitwise-left-shift-15> BitwiseNot-13 <operation-specs/bitwise/bitwise-not-13> BitwiseOr-13 <operation-specs/bitwise/bitwise-or-13> BitwiseRightShift-15 <operation-specs/bitwise/bitwise-right-shift-15> BitwiseXor-13 <operation-specs/bitwise/bitwise-xor-13> Broadcast-1 <operation-specs/movement/broadcast-1> Broadcast-3 <operation-specs/movement/broadcast-3> Bucketize-3 <operation-specs/condition/bucketize-3> CTCGreedyDecoder-1 <operation-specs/sequence/ctc-greedy-decoder-1> CTCGreedyDecoderSeqLen-6 <operation-specs/sequence/ctc-greedy-decoder-seq-len-6> Ceiling-1 <operation-specs/arithmetic/ceiling-1> Clamp-1 <operation-specs/activation/clamp-1> Col2Im-15 <operation-specs/movement/col2im-15> Concat-1 <operation-specs/movement/concat-1> Constant-1 <operation-specs/infrastructure/constant-1> ConvertLike-1 <operation-specs/type/convert-like-1> ConvertPromoteTypes-14 <operation-specs/type/convert-promote-types-14> Convert-1 <operation-specs/type/convert-1> ConvolutionBackpropData-1 <operation-specs/convolution/convolution-backprop-data-1> Convolution-1 <operation-specs/convolution/convolution-1> Cos-1 <operation-specs/arithmetic/cos-1> Cosh-1 <operation-specs/arithmetic/cosh-1> CTCLoss-4 <operation-specs/sequence/ctc-loss-4> CumSum-3 <operation-specs/arithmetic/cumsum-3> DeformableConvolution-1 <operation-specs/convolution/deformable-convolution-1> DeformableConvolution-8 <operation-specs/convolution/deformable-convolution-8> DeformablePSROIPooling-1 <operation-specs/detection/deformable-psroi-pooling-1> DepthToSpace-1 <operation-specs/movement/depth-to-space-1> DetectionOutput-1 <operation-specs/detection/detectionoutput-1> DetectionOutput-8 <operation-specs/detection/detectionoutput-8> DFT-7 <operation-specs/signals/dft-7> Divide-1 <operation-specs/arithmetic/divide-1> Einsum-7 <operation-specs/matrix/einsum-7> Elu-1 <operation-specs/activation/elu-1> EmbeddingBagOffsetsSum-3 <operation-specs/sparse/embedding-bag-offsets-sum-3> EmbeddingBagOffsets-15 <operation-specs/sparse/embedding-bag-offsets-15> EmbeddingBagPackedSum-3 <operation-specs/sparse/embedding-bag-packed-sum-3> EmbeddingBagPacked-15 <operation-specs/sparse/embedding-bag-packed-15> EmbeddingSegmentsSum-3 <operation-specs/sparse/embedding-segments-sum-3> Equal-1 <operation-specs/comparison/equal-1> Erf-1 <operation-specs/arithmetic/erf-1> Exp-1 <operation-specs/activation/exp-1> ExperimentalDetectronDetectionOutput-6 <operation-specs/detection/experimental-detectron-detection-output-6> ExperimentalDetectronGenerateProposalsSingleImage-6 <operation-specs/detection/experimental-detectron-generate-proposals-single-image-6> ExperimentalDetectronPriorGridGenerator-6 <operation-specs/detection/experimental-detectron-prior-grid-generator-6> ExperimentalDetectronROIFeatureExtractor-6 <operation-specs/detection/experimental-detectron-roi-feature-extractor-6> ExperimentalDetectronTopKROIs-6 <operation-specs/sort/experimental-detectron-top-krois-6> ExtractImagePatches-3 <operation-specs/movement/extract-image-patches-3> Eye-9 <operation-specs/generation/eye-9> FakeConvert-13 <operation-specs/quantization/fake-convert-13> FakeQuantize-1 <operation-specs/quantization/fake-quantize-1> FloorMod-1 <operation-specs/arithmetic/floormod-1> Floor-1 <operation-specs/arithmetic/floor-1> GridSample-9 <operation-specs/image/grid-sample-9> GRN-1 <operation-specs/normalization/grn-1> GRUCell-3 <operation-specs/sequence/gru-cell-3> GRUSequence-5 <operation-specs/sequence/gru-sequence-5> GatedDeltaNet <operation-specs/internal/gated-delta-net> GatherTree-1 <operation-specs/movement/gather-tree-1> Gather-1 <operation-specs/movement/gather-1> Gather-7 <operation-specs/movement/gather-7> Gather-8 <operation-specs/movement/gather-8> GatherElements-6 <operation-specs/movement/gather-elements-6> GatherND-5 <operation-specs/movement/gather-nd-5> GatherND-8 <operation-specs/movement/gather-nd-8> GELU-2 <operation-specs/activation/gelu-2> GELU-7 <operation-specs/activation/gelu-7> GenerateProposals-9 <operation-specs/detection/generate-proposals-9> GreaterEqual-1 <operation-specs/comparison/greater-equal-1> Greater-1 <operation-specs/comparison/greater-1> GroupConvolutionBackpropData-1 <operation-specs/convolution/group-convolution-backprop-data-1> GroupConvolution-1 <operation-specs/convolution/group-convolution-1> GroupNormalization-12 <operation-specs/normalization/group-normalization-12> HardSigmoid-1 <operation-specs/activation/hard-sigmoid-1> HSigmoid-5 <operation-specs/activation/hsigmoid-5> HSwish-4 <operation-specs/activation/hswish-4> I420toBGR-8 <operation-specs/image/i420-to-bgr-8> I420toRGB-8 <operation-specs/image/i420-to-rgb-8> Identity-16 <operation-specs/activation/identity-16> IDFT-7 <operation-specs/signals/idft-7> IRDFT-9 <operation-specs/signals/irdft-9> ISTFT-16 <operation-specs/signals/istft-16> If-8 <operation-specs/condition/if-8> Interpolate-1 <operation-specs/image/interpolate-1> Interpolate-4 <operation-specs/image/interpolate-4> Interpolate-11 <operation-specs/image/interpolate-11> Inverse-14 <operation-specs/matrix/inverse-14> IsFinite-10 <operation-specs/comparison/isfinite-10> IsInf-10 <operation-specs/comparison/isinf-10> IsNaN-10 <operation-specs/comparison/isnan-10> LRN-1 <operation-specs/normalization/lrn-1> LSTMCell-1 <operation-specs/sequence/lstm-cell-1> LSTMSequence-5 <operation-specs/sequence/lstm-sequence-5> LessEqual-1 <operation-specs/comparison/lessequal-1> Less-1 <operation-specs/comparison/less-1> Log-1 <operation-specs/arithmetic/log-1> LogicalAnd-1 <operation-specs/logical/logical-and-1> LogicalNot-1 <operation-specs/logical/logical-not-1> LogicalOr-1 <operation-specs/logical/logical-or-1> LogicalXor-1 <operation-specs/logical/logical-xor-1> LogSoftmax-5 <operation-specs/activation/log-soft-max-5> Loop-5 <operation-specs/infrastructure/loop-5> MVN-1 <operation-specs/normalization/mvn-1> MVN-6 <operation-specs/normalization/mvn-6> MatMul-1 <operation-specs/matrix/matmul-1> MatrixNms-8 <operation-specs/sort/matrix-non-max-suppression-8> MaxPool-1 <operation-specs/pooling/max-pool-1> MaxPool-8 <operation-specs/pooling/max-pool-8> MaxPool-14 <operation-specs/pooling/max-pool-14> Shape Calculation Rules for Pooling Operators <operation-specs/pooling/pooling_shape_rules> Maximum-1 <operation-specs/arithmetic/maximum-1> Minimum-1 <operation-specs/arithmetic/minimum-1> Mish-4 <operation-specs/activation/mish-4> Mod-1 <operation-specs/arithmetic/mod-1> MulticlassNonMaxSuppression-8 <operation-specs/sort/multiclass-non-max-suppression-8> MulticlassNonMaxSuppression-9 <operation-specs/sort/multiclass-non-max-suppression-9> Multinomial-13 <operation-specs/generation/multinomial-13> Multiply-1 <operation-specs/arithmetic/multiply-1> Negative-1 <operation-specs/arithmetic/negative-1> NMSRotated-13 <operation-specs/sort/nms-rotated-13> NonMaxSuppression-1 <operation-specs/sort/non-max-suppression-1> NonMaxSuppression-3 <operation-specs/sort/non-max-suppression-3> NonMaxSuppression-4 <operation-specs/sort/non-max-suppression-4> NonMaxSuppression-5 <operation-specs/sort/no-max-suppression-5> NonMaxSuppression-9 <operation-specs/sort/non-max-suppression-9> NonZero-3 <operation-specs/condition/nonzero-3> NormalizeL2-1 <operation-specs/normalization/normalize-l2-1> NotEqual-1 <operation-specs/comparison/notequal-1> NV12toBGR-8 <operation-specs/image/nv12-to-bgr-8> NV12toRGB-8 <operation-specs/image/nv12-to-rgb-8> OneHot-1 <operation-specs/sequence/one-hot-1> OneHot-16 <operation-specs/sequence/one-hot-16> PReLU-1 <operation-specs/activation/prelu-1> PSROIPooling-1 <operation-specs/detection/psroi-pooling-1> Pad-1 <operation-specs/movement/pad-1> Pad-12 <operation-specs/movement/pad-12> Parameter-1 <operation-specs/infrastructure/parameter-1> Power-1 <operation-specs/arithmetic/power-1> PriorBoxClustered-1 <operation-specs/detection/prior-box-clustered-1> PriorBox-1 <operation-specs/detection/prior-box-1> PriorBox-8 <operation-specs/detection/prior-box-8> Proposal-1 <operation-specs/detection/proposal-1> Proposal-4 <operation-specs/detection/proposal-4> RandomUniform-8 <operation-specs/generation/random-uniform-8> Range-1 <operation-specs/generation/range-1> Range-4 <operation-specs/generation/range-4> RDFT-9<operation-specs/signals/rdft-9> ReadValue-3 <operation-specs/infrastructure/read-value-3> ReadValue-6 <operation-specs/infrastructure/read-value-6> ReLU-1 <operation-specs/activation/relu-1> ReduceL1-4 <operation-specs/reduction/reduce-l1-4> ReduceL2-4 <operation-specs/reduction/reduce-l2-4> ReduceLogicalAnd-1 <operation-specs/reduction/reduce-logical-and-1> ReduceLogicalOr-1 <operation-specs/reduction/reduce-logical-or-1> ReduceMax-1 <operation-specs/reduction/reduce-max-1> ReduceMean-1 <operation-specs/reduction/reduce-mean-1> ReduceMin-1 <operation-specs/reduction/reduce-min-1> ReduceProd-1 <operation-specs/reduction/reduce-prod-1> ReduceSum-1 <operation-specs/reduction/reduce-sum-1> RegionYolo-1 <operation-specs/detection/region-yolo-1> ReorgYolo-1 <operation-specs/detection/reorg-yolo-1> Reshape-1 <operation-specs/shape/reshape-1> Result-1 <operation-specs/infrastructure/result-1> Reverse-1 <operation-specs/movement/reverse-1> ReverseSequence-1 <operation-specs/movement/reverse-sequence-1> RMS <operation-specs/internal/rms> RNNCell-3 <operation-specs/sequence/rnn-cell-3> RNNSequence-5 <operation-specs/sequence/rnn-sequence-5> ROIAlign-3 <operation-specs/detection/roi-align-3> ROIAlign-9 <operation-specs/detection/roi-align-9> ROIAlignRotated-15 <operation-specs/detection/roi-align-rotated-15> ROIPooling-1 <operation-specs/detection/roi-pooling-1> Roll-7 <operation-specs/movement/roll-7> Round-5 <operation-specs/arithmetic/round-5> ScaledDotProductAttention-13 <operation-specs/sequence/scaled-dot-product-attention> ScatterElementsUpdate-3 <operation-specs/movement/scatter-elements-update-3> ScatterElementsUpdate-12 <operation-specs/movement/scatter-elements-update-12> ScatterNDUpdate-3 <operation-specs/movement/scatter-nd-update-3> ScatterNDUpdate-15 <operation-specs/movement/scatter-nd-update-15> ScatterUpdate-3 <operation-specs/movement/scatter-update-3> SearchSorted-15 <operation-specs/sort/search-sorted-15> SegmentMax-16 <operation-specs/arithmetic/segment-max-16> Select-1 <operation-specs/condition/select-1> Selu-1 <operation-specs/activation/selu-1> ShapeOf-1 <operation-specs/shape/shape-of-1> ShapeOf-3 <operation-specs/shape/shape-of-3> ShuffleChannels-1 <operation-specs/movement/shuffle-channels-1> Sigmoid-1 <operation-specs/activation/sigmoid-1> Sign-1 <operation-specs/arithmetic/sign-1> Sin-1 <operation-specs/arithmetic/sin-1> Sinh-1 <operation-specs/arithmetic/sinh-1> Slice-8 <operation-specs/movement/slice-8> SliceScatter-15 <operation-specs/movement/slice-scatter-15> SoftMax-1 <operation-specs/activation/softmax-1> SoftMax-8 <operation-specs/activation/softmax-8> SoftPlus-4 <operation-specs/activation/softplus-4> SoftSign-9 <operation-specs/activation/softsign-9> SpaceToBatch-2 <operation-specs/movement/space-to-batch-2> SpaceToDepth-1 <operation-specs/movement/space-to-depth-1> SparseFillEmptyRows-16 <operation-specs/sparse/fill-empty-rows-16> Split-1 <operation-specs/movement/split-1> Sqrt-1 <operation-specs/arithmetic/sqrt-1> SquaredDifference-1 <operation-specs/arithmetic/squared-difference-1> Squeeze-1 <operation-specs/shape/squeeze-1> Squeeze-15 <operation-specs/shape/squeeze-15> STFT-15 <operation-specs/signals/stft-15> StridedSlice-1 <operation-specs/movement/strided-slice-1> StringTensorPack-15 <operation-specs/type/string-tensor-pack-15> StringTensorUnpack-15 <operation-specs/type/string-tensor-unpack-15> Subtract-1 <operation-specs/arithmetic/subtract-1> Swish-4 <operation-specs/activation/swish-4> Tan-1 <operation-specs/arithmetic/tan-1> Tanh-1 <operation-specs/arithmetic/tanh-1> TensorIterator-1 <operation-specs/infrastructure/tensor-iterator-1> Tile-1 <operation-specs/movement/tile-1> TopK-1 <operation-specs/sort/top-k-1> TopK-3 <operation-specs/sort/top-k-3> TopK-11 <operation-specs/sort/top-k-11> Transpose-1 <operation-specs/movement/transpose-1> Unique-10 <operation-specs/movement/unique-10> Unsqueeze-1 <operation-specs/shape/unsqueeze-1> VariadicSplit-1 <operation-specs/movement/variadic-split-1>