diff --git a/docs/example-networks.md b/docs/example-networks.md index 9628625f50166d3411fb8c2835a778d395e61b64..e3cf51740822fb284bbf6cf01e8797eb9d8909ea 100644 --- a/docs/example-networks.md +++ b/docs/example-networks.md @@ -1,11 +1,19 @@ # Status for FINN example networks +FINN uses [several pre-trained QNNs](https://github.com/maltanar/brevitas_cnv_lfc) that serve as examples and testcases. You can find a status summary below for each network. + +* TFC, SFC, LFC... are fully-connected networks trained on the MNIST dataset +* CNV is a convolutional network trained on the CIFAR-10 dataset +* w_a_ refers to the quantization used for the weights (w) and activations (a) in bits + + | | Basic test | TFC-w1a1 | TFC-w1a2 | CNV-w1a1 | CNV-w1a2 | CNV-w2a2 | |--------------------------- |------------ |---------- |---------- |---------- |---------- |---------- | | Export/Import | x | x | x | x | | | | Streamlining | x | x | x | | | | | Convert to HLS layers | x | x | | | | | | npysim | x | x | | | | | -| Stitched IPI design | x | x | | | | | -| rtlsim | x | | | | | | -| Hardware test | x | | | | | | +| Stitched IPI design | x | x | | | | | +| rtlsim node-by-node | x | x | | | | | +| rtlsim stitched IP | x | x | | | | | +| Hardware test | x | x | | | | |