| Model | Coverage (29/09/2023) | Missing Operators |
|---|---|---|
| model/bidaf-11-int8.onnx | 51.5152 | Hardmax, DynamicQuantizeLinear, Log, Squeeze, Unsqueeze, ConvInteger, Clip, Shape, DynamicQuantizeLSTM, Scan, CategoryMapper, ReduceMax, ConstantOfShape, Cast, Sum, Compress |
| model/bertsquad-12-int8.onnx | 51.8519 | DynamicQuantizeLinear, Split, Reciprocal, Squeeze, Unsqueeze, OneHot, FusedMatMul, Pow, Identity, Shape, ReduceMean, ConstantOfShape, Cast |
| model/mnist-12-int8.onnx | 57.1429 | QLinearMatMul, MaxPool, QLinearConv |
| model/mobilenetv2-12-int8.onnx | 54.5455 | QLinearMatMul, QLinearConv, Unsqueeze, QLinearGlobalAveragePool, Shape |
| model/googlenet-12-int8.onnx | 54.5455 | QLinearMatMul, MaxPool, AveragePool, QLinearConv, LRN |
| model/inception-v1-12-int8.onnx | 50 | MaxPool, QLinearConv, Gemm, QLinearAveragePool, LRN |
| model/resnet50-v1-12-int8.onnx | 50 | QLinearMatMul, MaxPool, QLinearGlobalAveragePool, QLinearConv |
| model/caffenet-12-int8.onnx | 55.5556 | QLinearMatMul, MaxPool, LRN, QLinearConv |
| model/squeezenet1.0-12-int8.onnx | 57.1429 | QLinearConv, MaxPool, QLinearGlobalAveragePool |
| model/efficientnet-lite4-11-int8.onnx | 55.5556 | QLinearMatMul, QLinearAveragePool, Squeeze, QLinearConv |
| model/zfnet512-12-int8.onnx | 55.5556 | QLinearMatMul, MaxPool, LRN, QLinearConv |
| model/shufflenet-v2-12-int8.onnx | 54.5455 | QLinearMatMul, MaxPool, Split, QLinearConv, ReduceMean |
| model/densenet-12-int8.onnx | 46.1538 | MaxPool, BatchNormalization, QLinearConv, QLinearGlobalAveragePool, QLinearMul, QLinearAveragePool, Conv |
| model/bvlcalexnet-12-int8.onnx | 55.5556 | QLinearMatMul, MaxPool, LRN, QLinearConv |
| model/vgg16-12-int8.onnx | 57.1429 | QLinearMatMul, MaxPool, QLinearConv |
| model/arcfaceresnet100-11-int8.onnx | 60 | QLinearMatMul, QLinearConv, BatchNormalization, PRelu |
| model/ssd-12-int8.onnx | 59.0909 | MaxPool, QLinearConv, Squeeze, Unsqueeze, TopK, ReduceMin, Shape, Cast, NonMaxSuppression |
| model/fcn-resnet50-12-int8.onnx | 54.5455 | MaxPool, QLinearConv, Unsqueeze, Shape, Resize |
| model/ResNet101-DUC-12-int8.onnx | 62.5 | QLinearConv, Sum, MaxPool |
| model/yolov3-12-int8.onnx | 57.1429 | QLinearConv, Squeeze, Unsqueeze, Conv, Tile, QLinearLeakyRelu, ReduceMin, Resize, Shape, Cast, Loop, NonMaxSuppression |
| model/FasterRCNN-12-int8.onnx | 47.3684 | MaxPool, Resize, ConstantOfShape, QLinearMatMul, Log, Floor, QLinearConv, ScatterElements, ReduceMin, QLinearSigmoid, Clip, Shape, NonMaxSuppression, NonZero, Unsqueeze, TopK, Expand, Cast, RoiAlign, Squeeze |
| model/ssd_mobilenet_v1_12-int8.onnx | 59.0909 | Split, QLinearConv, Squeeze, Unsqueeze, Tile, Shape, Expand, Cast, Loop |
| model/MaskRCNN-12-int8.onnx | 47.8261 | MaxPool, Split, Resize, ConstantOfShape, QLinearMatMul, ConvTranspose, Log, Floor, QLinearConv, ScatterElements, Not, ReduceMin, QLinearSigmoid, Clip, Shape, NonMaxSuppression, NonZero, Unsqueeze, TopK, Expand, Cast, RoiAlign, Squeeze, And |
Average coverage: 54.53794107336042