THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
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| Operator | Test Coverage | Mxnet (Import) | Mxnet (Export) | |||
|---|---|---|---|---|---|---|
| Abs | Yes | OK | OK | |||
| Acos | ||||||
| Add | Yes | OK | OK | |||
| And | Yes | OK | ||||
| ArgMax | Yes | OK | OK | |||
| ArgMin | Yes | OK | OK | |||
| Asin | ||||||
| Atan | ||||||
| AveragePool | Yes | OK | OK | |||
| BatchNormalization | Yes | OK | OK | |||
| Cast | Yes | OK | OK | |||
| Ceil | Yes | OK | OK | |||
| Clip | Yes | OK | ||||
| Concat | Yes | OK | OK | |||
| Constant | Yes | OK | ||||
| Conv | Yes | OK | OK | |||
| ConvTranspose | Yes | OK | OK | |||
| Cos | ||||||
| DepthToSpace | NOT OK, under development | |||||
| Div | Yes | OK | OK | |||
| Dropout | Yes | OK | OK | |||
| Elu | Yes | OK | OK | |||
| Equal | Yes | OK | ||||
| Exp | Yes | OK | OK | |||
| Flatten | Yes | PARTIAL, only supports default axis=1 | OK | |||
| Floor | Yes | OK | OK | |||
| GRU | NOT OK , under development | |||||
| Gather | Yes | OK | ||||
| Gemm | Yes | OK | OK | |||
| GlobalAveragePool | Yes | OK | OK | |||
| GlobalLpPool | Yes | OK, In review | ||||
| GlobalMaxPool | Yes | OK | OK | |||
| Greater | Yes | OK | ||||
| HardSigmoid | Yes | OK | ||||
| Hardmax | Yes | OK, In review | ||||
| Identity | ||||||
| InstanceNormalization | Yes | OK, In review | ||||
| LRN | Yes | OK | OK | |||
| LSTM | NOT OK, under development | |||||
| LeakyRelu | Yes | OK | OK | |||
| Less | Yes | OK | ||||
| Log | Yes | OK | OK | |||
| LogSoftMax | Yes | OK | ||||
| LpNormalization | OK, In review | OK | ||||
| LpPool | Yes | OK, In review | ||||
| MatMul | ||||||
| Max | Yes | OK | OK | |||
| MaxPool | Yes | OK | OK | |||
| MaxRoiPool | Yes | OK, In review | ||||
| Mean | Yes | OK | OK | |||
| Min | Yes | OK | OK | |||
| Mul | Yes | OK | OK | |||
| Multinomial | ||||||
| Neg | Yes | OK | OK | |||
| Not | Yes | OK | ||||
| Or | Yes | OK | ||||
| PRelu | Yes | OK | OK | |||
| Pad | Yes | OK | OK | |||
| Pow | Yes | Partial, only supports default axis=1 | OK | |||
| RNN | NOT OK, under development | |||||
| RandomNormal | Yes | OK | ||||
| RandomNormalLike | Yes | OK | ||||
| RandomUniform | Yes | OK | ||||
| RandomUniformLike | Yes | OK | ||||
| Reciprocal | Yes | OK | OK | |||
| ReduceL1 | Yes | OK | ||||
| ReduceL2 | Yes | OK | ||||
| ReduceLogSum | Yes | OK | ||||
| ReduceLogSumExp | Yes | OK | ||||
| ReduceMax | Yes | OK | OK | |||
| ReduceMean | Yes | OK | OK | |||
| ReduceMin | Yes | OK | OK | |||
| ReduceProd | Yes | OK | OK | |||
| ReduceSum | Yes | OK | ||||
| ReduceSumSquare | Yes | OK | ||||
| Relu | Yes | OK | OK | |||
| Reshape | Yes | OK | OK | |||
| Selu | Yes | NOT OK, under development | OK | |||
| Shape | ||||||
| Sigmoid | Yes | OK | OK | |||
| Sin | ||||||
| Size | ||||||
| Slice | Yes | Partial, supports axis=1 | OK | |||
| Softmax | Yes | OK | OK | |||
| Softplus | Yes | OK | OK | |||
| Softsign | Yes | OK | OK | |||
| SpaceToDepth | NOT OK, under development | |||||
| Split | Yes | OK | OK | |||
| Sqrt | Yes | OK | OK | |||
| Squeeze | Yes | OK | OK | |||
| Sub | Yes | OK | OK | |||
| Sum | Yes | OK | OK | |||
| Tan | ||||||
| Tanh | Yes | OK | OK | |||
| Tile | Yes | OK | ||||
| TopK | ||||||
| Transpose | Yes | OK | OK | |||
| Unsqueeze | ||||||
| Upsample | ||||||
| Xor | Yes | OK | ||||
| experimental ATen | NOT OK, under development | |||||
| experimental Affine | NOT OK, under development | |||||
| experimental ConstantFill | NOT OK, under development | |||||
| experimental Crop | NOT OK, under development | |||||
| experimental FC | NOT OK, under development | experimental GRUUnit | NOT OK, under development | |||
| experimental GivenTensorFill | NOT OK, under development | |||||
| experimental IdentityIf | NOT OK, under development | |||||
| experimental ImageScaler | Yes | OK, In review | ||||
| experimental Loop | ||||||
| experimental LoopIndex | ||||||
| experimental MeanVarianceNormalization | NOT OK, under development | |||||
| experimental ParametricSoftplus | NOT OK, under development | |||||
| experimental Scale | NOT OK, under development | |||||
| experimental ScaledTanh | NOT OK, under development | |||||
| experimental ThresholdedRelu | NOT OK, under development | experimental Upsample | Yes | OK, In review |
ONNX models coverage:
ONNX backend tests include below models. The table lists current status on Mxnet:
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