THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
...
| Operator | Test Coverage | Mxnet (Import) | Mxnet (Export) |
|---|---|---|---|
| Abs | Yes | OK | OK |
| Add | Yes | OK | OK |
| And | OK | ||
| ArgMax | Yes | OK | OK |
| ArgMin | Yes | OK | OK |
| 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 |
| DepthToSpace | NOT OK, under development | ||
| Div | Yes | OK | OK |
| Dropout | 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 | OK, In review | ||
| GlobalMaxPool | Yes | OK | OK |
| Greater | OK | ||
| HardSigmoid | OK | ||
| Hardmax | OK, In review | ||
| InstanceNormalization | OK, In review | ||
| LRN | OK | OK | |
| LSTM | NOT OK, under development | ||
| LeakyRelu | Yes | OK | OK |
| Less | OK | ||
| Log | Yes | OK | OK |
| LogSoftMax | OK | ||
| LpNormalization | OK, In review | OK | |
| LpPool | Yes | OK, In review | |
| Max | Yes | OK | OK |
| MaxPool | Yes | OK | OK |
| MaxRoiPool | OK, In review | ||
| Mean | OK | OK | |
| Min | Yes | OK | OK |
| Mul | Yes | OK | OK |
| Neg | Yes | OK | OK |
| Not | OK | ||
| Or | OK | ||
| PRelu | Yes | OK | OK |
| Pad | Yes | OK | OK |
| Pow | Yes | Partial, only supports default axis=1 | OK |
| RNN | NOT OK, under development | ||
| RandomNormal | OK | ||
| RandomNormalLike | OK | ||
| RandomUniform | OK | ||
| RandomUniformLike | OK | ||
| Reciprocal | OK | OK | |
| ReduceL1 | OK | ||
| ReduceL2 | OK | ||
| ReduceLogSum | OK | ||
| ReduceLogSumExp | OK | ||
| ReduceMax | Yes | OK | OK |
| ReduceMean | Yes | OK | OK |
| ReduceMin | Yes | OK | OK |
| ReduceProd | Yes | OK | OK |
| ReduceSum | Yes | OK | |
| ReduceSumSquare | OK | ||
| Relu | Yes | OK | OK |
| Reshape | Yes | OK | OK |
| Selu | Yes | NOT OK, under development | OK |
| Sigmoid | Yes | OK | OK |
| Slice | Yes | Partial, supports axis=1 | OK |
| Softmax | Yes | OK | OK |
| Softplus | Yes | OOK | OK |
| Softsign | NOT OK, under development | OK | |
| SpaceToDepth | NOT OK, under development | ||
| Split | Yes | NOT OK, under development | OK |
| Sqrt | OK | OK | |
| Squeeze | Yes | OK | OK |
| Sub | Yes | OK | OK |
| Sum | Yes | OK | OK |
| Tanh | Yes | OK | OK |
| Tile | NOT OK, under development | ||
| Transpose | Yes | OK | OK |
| Xor | NOT OK, under development | ||
| 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 Identity | NOT OK, under development | ||
| experimental ImageScaler | NOT OK, under developmentIn review | ||
| 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 | NOT OK, under developmentIn review |
ONNX models coverage:
ONNX backend tests include below models. The table lists current status on Mxnet:
...
| ONNX Models | Mxnet Support |
|---|---|
| bvlc_alexnet | OK |
| densenet121 | OK |
| inception_v1 | NOT OK, precision difference due to issueIn review |
| inception_v2 | NOT OK, precision difference due to issueIn review |
| resnet50 | OK |
| shufflenet | NOT OK, precision difference due to issueIn review |
| squeezenet | OK |
| vgg16 | OK |
| vgg19 | OK |
| bvlc_googlenet | OK |
| bvlc_caffenet | OK |
| bvlc-rcnn-ilsvrc13 | OK |
...