Identity |
✅ |
✅ |
✅ |
✅ |
✅ |
|
|
ReLU |
✅ |
✅ |
✅ |
✅ |
✅ |
|
|
LeakyReLU |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
ReLU6 |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
RReLU |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
SELU |
✅ |
✅ |
✅ |
✅ |
✅ |
|
Xilinx/finn#1030 |
CELU |
✅ |
✅ |
✅ |
✅ |
✅ |
Opset >= 12 |
fastmachinelearning/qonnx#140, fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
ELU |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
HardShrink |
✅ |
❌ |
❌ |
❌ |
❌ |
Messy Export |
|
SoftShrink |
✅ |
❌ |
❌ |
❌ |
❌ |
Messy Export |
|
Sigmoid |
✅ |
✅ |
✅ |
✅ |
✅ |
|
Xilinx/finn#1030 |
Hardsigmoid |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
LogSigmoid |
✅ |
✅ |
❌ |
❌ |
❌ |
Composite |
fastmachinelearning/qonnx#133, Xilinx/finn#1030, Xilinx/finn#1173 |
Tanh |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Hardtanh |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Softplus |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Softsign |
✅ |
❌ |
❌ |
❌ |
❌ |
Messy Export |
|
Exp |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Log |
✅ |
✅ |
✅ |
✅ |
✅ |
Domain |
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Sqrt |
✅ |
✅ |
✅ |
✅ |
✅ |
Domain |
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Erf |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Floor |
✅ |
✅ |
❔ |
❔ |
❔ |
Verification |
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Ceil |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Round |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Sign |
✅ |
✅ |
✅ |
✅ |
✅ |
|
fastmachinelearning/qonnx#133, Xilinx/finn#1030 |
Trunc |
✅ |
❌ |
❌ |
❌ |
❌ |
No Export |
|
Tanhshrink |
✅ |
✅ |
✅ |
❌ |
❌ |
Composite |
fastmachinelearning/qonnx#133, Xilinx/finn#1030, Xilinx/finn#1040, Xilinx/finn#1173 |
SiLU |
✅ |
✅ |
✅ |
✅ |
✅ |
Composite |
fastmachinelearning/qonnx#133, Xilinx/finn#1030, Xilinx/finn#1040, Xilinx/finn#1173 |
GELU |
✅ |
✅ |
✅(❌) |
✅(❌) |
✅(❌) |
Composite |
fastmachinelearning/qonnx#133, Xilinx/finn#1030, Xilinx/finn#1040, Xilinx/finn#1173 |
Mish |
✅ |
✅ |
❌ |
❌ |
❌ |
Composite |
fastmachinelearning/qonnx#133, Xilinx/finn#1030, Xilinx/finn#1040, Xilinx/finn#1173 |
GLU |
✅ |
✅ |
✅ |
✅ |
✅ |
Composite |
fastmachinelearning/qonnx#133, Xilinx/finn#1030, Xilinx/finn#1040, Xilinx/finn#1173, Xilinx/finn#1189, Xilinx/finn#1194, Xilinx/finn-hlslib#143 |