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 | Yes | OK, In review | OK | |
Add | Yes | OK | OK | |
And | Yes | OK | In reviewOK | |
ArgMax | Yes | OK | OK | |
ArgMin | Yes | OK | OK | |
Asin | Yes | OK, In review | OK | |
Atan | Yes | OK, In review | Ok | |
AveragePool | Yes | OK | OK | |
BatchNormalization | Yes | OK | OK | |
Cast | Yes | OK | OK | |
Ceil | Yes | OK | OK | |
Clip | Yes | OK | OK | |
Concat | Yes | OK | OK | |
Constant | Yes | OK | ||
Conv | Yes | OK | OK | |
ConvTranspose | Yes | OK | In reviewOK | |
Cos | Yes | OK | OK | |
Crop | In reviewOK | |||
DepthToSpace | Yes | OK | OK | |
Div | Yes | OK | OK | |
Dropout | Yes | OK | OK | |
Elu | Yes | OK | OK | |
Equal | Yes | OK | In reviewOK | |
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 | OK, In review | |
GlobalMaxPool | Yes | OK | OK | |
Greater | Yes | OK | OK | |
HardSigmoid | Yes | OK | In reviewOK | |
Hardmax | Yes | OK | NOT OK, In review | |
Identity | NOT OK | OK | ||
If | ||||
InstanceNormalization | Yes | OK | In reviewOK | |
LRN | Yes | OK | OK | |
LSTM | NOT OK, under development | |||
LeakyRelu | Yes | OK | OK | |
Less | Yes | OK | In reviewOK | |
Log | Yes | OK | OK | |
LogSoftMax | Yes | OK | OK | |
Loop | ||||
LpNormalization | Yes | OK | ||
LpPool | Yes | OK, In review | ||
MatMul | Yes | OK | OK | |
Max | Yes | OK | OK | |
MaxPool | Yes | OK | OK | |
MaxRoiPool | Yes | OK | OK, In review | |
Mean | Yes | OK | OK | |
Min | Yes | OK | OK | |
Mul | Yes | OK | OK | |
Multinomial | Yes | OK | OK | |
Neg | Yes | OK | OK | |
Not | Yes | OK | In reviewOK | |
Or | Yes | OK | In reviewOK | |
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 | OK | |
RandomNormalLike | Yes | OK | OK | |
RandomUniform | Yes | OK | OK | |
RandomUniformLike | Yes | OK | OK | |
Reciprocal | Yes | OK | OK | |
ReduceL1 | Yes | OK | OK | |
ReduceL2 | Yes | OK | OK | |
ReduceLogSum | Yes | OK | NOT OK | |
ReduceLogSumExp | Yes | OK | NOT OK | |
ReduceMax | Yes | OK | OK | |
ReduceMean | Yes | OK | OK | |
ReduceMin | Yes | OK | OK | |
ReduceProd | Yes | OK | OK | |
ReduceSum | Yes | OK | OK | |
ReduceSumSquare | Yes | OK | NOT OK | |
Relu | Yes | OK | OK | |
Reshape | Yes | OK | OK | |
Selu | Yes | OK | OK | |
Shape | OK, In review | OK | ||
Sigmoid | Yes | OK | OK | |
Sin | Yes | OK | OK | |
Size | Yes | OK | OK, In review | |
Slice | Yes | Partial, supports axis=1 | OK | |
Softmax | Yes | OK | OK | |
Softplus | Yes | OK | OK | |
Softsign | Yes | OK | OK | |
SpaceToDepth | Yes | OK | OK | |
Split | Yes | OK | OK | |
Sqrt | Yes | OK | OK | |
Squeeze | Yes | OK | OK | |
Sub | Yes | OK | OK | |
Sum | Yes | OK | OK | |
Tan | Yes | OK | OK | |
Tanh | Yes | OK | OK | |
Tile | Yes | NOT OK, under development | NOT OK, under development | |
TopK | Yes | OK, in review | OK, in review | |
Transpose | Yes | OK | OK | |
Unsqueeze | Yes | OK, In review | OK | |
Upsample | Yes | NOT OK, under developmentin review | NOT OK, under developmentin review | |
Xor | Yes | OK | In reviewOK | |
experimental ATen | NOT OK | |||
experimental Affine | NOT OK | |||
experimental ConstantFill | NOT OK | |||
experimental GRUUnit | NOT OK | |||
experimental GivenTensorFill | NOT OK | |||
experimental ImageScaler | Yes | OK, In review | ||
experimental LoopIndex | NOT OK | |||
experimental MeanVarianceNormalization | NOT OK | |||
experimental ParametricSoftplus | NOT OK | |||
experimental Scale | NOT OK | |||
experimental ScaledTanh | NOT OK | |||
experimental ThresholdedRelu | NOT OK |
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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 | OK, In review |
inception_v2 | OK, In review |
resnet50 | OK |
shufflenet | OK, In review |
squeezenet | OK |
vgg16 | OK |
vgg19 | OK |
bvlc_googlenet | OK |
bvlc_caffenet | OK |
bvlc-rcnn-ilsvrc13 | OK |
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