From eb8b24463e86154d7e1c5e8dcf703791da316315 Mon Sep 17 00:00:00 2001 From: Yaman Umuroglu <yamanu@xilinx.com> Date: Thu, 27 Feb 2020 14:38:02 +0000 Subject: [PATCH] [Doc] Update example-networks.md --- docs/example-networks.md | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/docs/example-networks.md b/docs/example-networks.md index 9628625f5..e3cf51740 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 | | | | | -- GitLab