From eaa76d42b6f27eda5e64d67a76c4440170d63330 Mon Sep 17 00:00:00 2001 From: Phil Wang Date: Fri, 1 Jan 2021 12:59:49 -0800 Subject: [PATCH] use multiply instead of add for global context, due to reported artifacts --- README.md | 6 +++--- lightweight_gan/lightweight_gan.py | 4 ++-- lightweight_gan/version.py | 2 +- pizza-512.jpg | Bin 3367678 -> 0 bytes sample-256.jpg | Bin 711997 -> 0 bytes sample-512.jpg | Bin 2103546 -> 0 bytes 6 files changed, 6 insertions(+), 6 deletions(-) delete mode 100644 pizza-512.jpg delete mode 100644 sample-256.jpg delete mode 100644 sample-512.jpg diff --git a/README.md b/README.md index 3d6ce41..2bbfbf5 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,12 @@ - + *512x512 flowers after 12 hours of training, 1 gpu* - + *256x256 flowers after 12 hours of training, 1 gpu* - + *Pizza* diff --git a/lightweight_gan/lightweight_gan.py b/lightweight_gan/lightweight_gan.py index 0af0189..81b8123 100644 --- a/lightweight_gan/lightweight_gan.py +++ b/lightweight_gan/lightweight_gan.py @@ -307,9 +307,9 @@ def __init__( self.net = nn.Sequential( nn.Conv2d(chan_in, chan_intermediate, 1), - nn.LayerNorm((chan_intermediate, 1, 1)), nn.LeakyReLU(0.1), nn.Conv2d(chan_intermediate, chan_out, 1), + nn.Sigmoid() ) def forward(self, x): context = self.to_k(x) @@ -419,7 +419,7 @@ def forward(self, x): next_res = res + 1 if next_res in residuals: - x = x + residuals[next_res] + x = x * residuals[next_res] return self.out_conv(x) diff --git a/lightweight_gan/version.py b/lightweight_gan/version.py index a842d05..8911e95 100644 --- a/lightweight_gan/version.py +++ b/lightweight_gan/version.py @@ -1 +1 @@ -__version__ = '0.15.0' +__version__ = '0.16.0' diff --git a/pizza-512.jpg b/pizza-512.jpg deleted file mode 100644 index f4bc54f0492a68b3dfd4237b216675096bd23e0e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3367678 zcmbTebzD?k_cuI*bP7l_B1jvQG$SBg(nv^3N;d*Sqex0Ajl|GMr=&0-9nv7(-7yUB 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