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>
   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>
