| Operator | Count |
|---|---|
| Constant | 8115 |
| Unsqueeze | 7842 |
| Gather | 7683 |
| Conv | 7025 |
| Relu | 5335 |
| Add | 4633 |
| Mul | 3920 |
| BatchNormalization | 3768 |
| Cast | 3340 |
| DequantizeLinear | 3226 |
| Concat | 2848 |
| ConstantOfShape | 2753 |
| Reshape | 2639 |
| Slice | 2333 |
| Shape | 2301 |
| Squeeze | 1730 |
| QuantizeLinear | 1580 |
| Transpose | 1557 |
| QLinearConv | 1140 |
| Sub | 1086 |
| MatMul | 865 |
| NonZero | 844 |
| NonMaxSuppression | 697 |
| MaxPool | 618 |
| Div | 591 |
| ReduceMean | 562 |
| Clip | 422 |
| Sqrt | 327 |
| Gemm | 290 |
| Sum | 282 |
| QLinearAdd | 275 |
| Softmax | 253 |
| Pow | 251 |
| Exp | 241 |
| LeakyRelu | 233 |
| Pad | 177 |
| Flatten | 165 |
| Split | 154 |
| InstanceNormalization | 153 |
| Tanh | 152 |
| AveragePool | 141 |
| Reciprocal | 140 |
| Expand | 138 |
| Dropout | 126 |
| Log | 121 |
| Identity | 119 |
| Equal | 112 |
| PRelu | 108 |
| LRN | 102 |
| ReduceSum | 101 |
| Sigmoid | 97 |
| MatMulInteger | 97 |
| CastLike | 89 |
| Less | 88 |
| DynamicQuantizeLinear | 85 |
| Resize | 80 |
| ReduceMin | 76 |
| QLinearLeakyRelu | 72 |
| Where | 70 |
| QLinearConcat | 64 |
| TopK | 63 |
| QLinearMul | 62 |
| Tile | 52 |
| NegativeLogLikelihoodLoss | 52 |
| RoiAlign | 51 |
| Neg | 50 |
| ReduceMax | 45 |
| Not | 44 |
| LogSoftmax | 44 |
| Loop | 42 |
| ScatterElements | 42 |
| Size | 40 |
| Floor | 34 |
| SoftmaxCrossEntropyLoss | 34 |
| GlobalAveragePool | 33 |
| Ceil | 31 |
| Max | 30 |
| QLinearMatMul | 29 |
| And | 28 |
| Min | 25 |
| Erf | 25 |
| Upsample | 23 |
| GatherElements | 21 |
| LayerNormalization | 19 |
| ArgMax | 18 |
| Trilu | 18 |
| ConvTranspose | 16 |
| ArgMin | 16 |
| Greater | 15 |
| Abs | 15 |
| Range | 15 |
| Scatter | 14 |
| Cos | 14 |
| Mod | 13 |
| StringNormalizer | 12 |
| Or | 12 |
| FusedMatMul | 12 |
| QLinearSigmoid | 10 |
| SequenceEmpty | 9 |
| Hardmax | 9 |
| CumSum | 9 |
| LSTM | 9 |
| SequenceLength | 8 |
| ReduceProd | 8 |
| Xor | 8 |
| ReduceL1 | 8 |
| BitShift | 8 |
| ReduceLogSumExp | 8 |
| ReduceSumSquare | 8 |
| LpPool | 8 |
| ReduceL2 | 8 |
| GridSample | 8 |
| CategoryMapper | 8 |
| TfIdfVectorizer | 7 |
| OneHot | 7 |
| OptionalHasElement | 7 |
| Round | 6 |
| SplitToSequence | 6 |
| SequenceInsert | 6 |
| SequenceMap | 6 |
| CenterCropPad | 6 |
| Compress | 6 |
| QLinearAveragePool | 5 |
| Selu | 5 |
| Elu | 5 |
| Col2Im | 5 |
| Einsum | 5 |
| ScatterND | 5 |
| Unique | 5 |
| DynamicQuantizeLSTM | 5 |
| QLinearGlobalAveragePool | 4 |
| Softplus | 4 |
| SequenceAt | 4 |
| SequenceConstruct | 4 |
| ConvInteger | 4 |
| GRU | 4 |
| RNN | 4 |
| BitwiseXor | 4 |
| BitwiseOr | 4 |
| HardSigmoid | 4 |
| BitwiseAnd | 4 |
| ReduceLogSum | 4 |
| Scan | 4 |
| DeformConv | 4 |
| OptionalGetElement | 4 |
| Shrink | 3 |
| If | 3 |
| BitwiseNot | 3 |
| Bernoulli | 3 |
| GatherND | 3 |
| RandomUniformLike | 3 |
| DFT | 3 |
| EyeLike | 3 |
| IsInf | 3 |
| Mean | 3 |
| ThresholdedRelu | 3 |
| Momentum | 3 |
| LessOrEqual | 3 |
| Gradient | 2 |
| Sign | 2 |
| ConcatFromSequence | 2 |
| SequenceErase | 2 |
| Acosh | 2 |
| ReverseSequence | 2 |
| Sin | 2 |
| Det | 2 |
| HannWindow | 2 |
| Cosh | 2 |
| HammingWindow | 2 |
| Atanh | 2 |
| Acos | 2 |
| GlobalMaxPool | 2 |
| BlackmanWindow | 2 |
| Atan | 2 |
| Asinh | 2 |
| Adagrad | 2 |
| Sinh | 2 |
| DepthToSpace | 2 |
| GreaterOrEqual | 2 |
| Adam | 2 |
| STFT | 2 |
| MaxUnpool | 2 |
| Softsign | 2 |
| SpaceToDepth | 2 |
| Asin | 2 |
| GroupNormalization | 2 |
| Tan | 2 |
| preprocess | 1 |
| ArrayFeatureExtractor | 1 |
| MelWeightMatrix | 1 |
| Mish | 1 |
| Binarizer | 1 |
| IsNaN | 1 |
| HardSwish | 1 |
| Celu | 1 |
| MeanVarianceNormalization | 1 |