diff --git a/exp/optimizer.md b/exp/optimizer.md new file mode 100644 index 0000000..d552098 --- /dev/null +++ b/exp/optimizer.md @@ -0,0 +1,40 @@ +Размер датасета: 28 +latent_dim = 3 +epochs = 5000 +learning_rate = 0.001 + + +Adam: +Max loss: 1631.514404296875 +Min loss: 388.3119201660156 +Avg loss: 398.7373145019531 + +Adamax: +Max loss: 1631.055908203125 +Min loss: 388.78875732421875 +Avg loss: 404.5047425292969 + +Adadelta: +Max loss: 1632.7381591796875 +Min loss: 578.9935302734375 +Avg loss: 697.4769114379883 + +Ftrl: +Max loss: 1630.6732177734375 +Min loss: 678.8963623046875 +Avg loss: 710.8030674926758 + +Nadam: +Max loss: 5415.70263671875 +Min loss: 389.7724609375 +Avg loss: 424.3955392700195 + +RMSprop: +Max loss: 3492.4765625 +Min loss: 389.008056640625 +Avg loss: 415.9445664489746 + +SGD: +Max loss: 5903.0283203125 +Min loss: 682.7192993164062 +Avg loss: 697.7888647094727