Oups

[picoclvr.git] / world.py

diff --git a/world.py b/world.py
index 12c6553..d95bddb 100755 (executable)
--- a/world.py
+++ b/world.py
@@ -1,5 +1,10 @@
 #!/usr/bin/env python
 
+# Any copyright is dedicated to the Public Domain.
+# https://creativecommons.org/publicdomain/zero/1.0/
+
+# Written by Francois Fleuret <francois@fleuret.org>
+
 import math, sys, tqdm
 
 import torch, torchvision
@@ -61,12 +66,13 @@ class SignSTE(nn.Module):
         else:
             return s
 
+
 class DiscreteSampler2d(nn.Module):
     def __init__(self):
         super().__init__()
 
     def forward(self, x):
-        s = (x >= x.max(-3,keepdim=True).values).float()
+        s = (x >= x.max(-3, keepdim=True).values).float()
 
         if self.training:
             u = x.softmax(dim=-3)
@@ -96,7 +102,6 @@ def train_encoder(
     logger=None,
     device=torch.device("cpu"),
 ):
-
     mu, std = train_input.float().mean(), train_input.float().std()
 
     def encoder_core(depth, dim):
@@ -459,7 +464,8 @@ if __name__ == "__main__":
         frame2seq,
         seq2frame,
     ) = create_data_and_processors(
-        25000, 1000,
+        250,
+        1000,
         nb_epochs=5,
         mode="first_last",
         nb_steps=20,