X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?p=pysvrt.git;a=blobdiff_plain;f=cnn-svrt.py;h=06e58bd82590e5f6b066ad80e7c138d5e4c4f754;hp=59133455353fc3c27c97466fc5595c0b8b9abbb0;hb=74a872447b15747c7eb576b24344ed6b48d01642;hpb=cefdf80cffc5f897dc728d68bf927f522e3e1608

diff --git a/cnn-svrt.py b/cnn-svrt.py
index 5913345..06e58bd 100755
--- a/cnn-svrt.py
+++ b/cnn-svrt.py
@@ -146,6 +146,8 @@ def train_model(model, train_set):
 
     optimizer = optim.SGD(model.parameters(), lr = 1e-2)
 
+    start_t = time.time()
+
     for e in range(0, args.nb_epochs):
         acc_loss = 0.0
         for b in range(0, train_set.nb_batches):
@@ -157,6 +159,8 @@ def train_model(model, train_set):
             loss.backward()
             optimizer.step()
         log_string('train_loss {:d} {:f}'.format(e + 1, acc_loss))
+        dt = (time.time() - t) / (e + 1)
+        print(Fore.CYAN + 'ETA ' + time.ctime(time.time() + dt * (args.nb_epochs - e)) + Style.RESET_ALL)
 
     return model