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The K and ψ cant fit the training data

Open WenxSong opened this issue 3 years ago • 3 comments

I used the same data in the paper and your code, but the loss cant decrease, The K and ψ cant fit the training data. I check the code but seems everything was just right. how could I know if anything gets wrong?

It: 0, Loss: 4.032e+02, Time: 0.92
It: 10, Loss: 2.932e+02, Time: 0.11
It: 20, Loss: 2.039e+02, Time: 0.11
It: 30, Loss: 1.407e+02, Time: 0.11
It: 40, Loss: 9.741e+01, Time: 0.10
It: 50, Loss: 6.772e+01, Time: 0.16
It: 60, Loss: 4.741e+01, Time: 0.13
It: 70, Loss: 3.375e+01, Time: 0.11
It: 80, Loss: 2.472e+01, Time: 0.11
It: 90, Loss: 1.884e+01, Time: 0.13
It: 100, Loss: 1.503e+01, Time: 0.11
It: 110, Loss: 1.258e+01, Time: 0.11
It: 120, Loss: 1.100e+01, Time: 0.11
It: 130, Loss: 9.982e+00, Time: 0.11
It: 140, Loss: 9.321e+00, Time: 0.12
It: 150, Loss: 8.892e+00, Time: 0.10
It: 160, Loss: 8.614e+00, Time: 0.11
It: 170, Loss: 8.434e+00, Time: 0.10
It: 180, Loss: 8.318e+00, Time: 0.10
It: 190, Loss: 8.243e+00, Time: 0.12
It: 200, Loss: 8.195e+00, Time: 0.11
It: 210, Loss: 8.165e+00, Time: 0.11
It: 220, Loss: 8.145e+00, Time: 0.12
It: 230, Loss: 8.133e+00, Time: 0.11
It: 240, Loss: 8.126e+00, Time: 0.11
It: 250, Loss: 8.121e+00, Time: 0.15
It: 260, Loss: 8.118e+00, Time: 0.12
It: 270, Loss: 8.117e+00, Time: 0.10
It: 280, Loss: 8.116e+00, Time: 0.10
It: 290, Loss: 8.115e+00, Time: 0.11
It: 300, Loss: 8.115e+00, Time: 0.11
It: 310, Loss: 8.114e+00, Time: 0.10
It: 320, Loss: 8.114e+00, Time: 0.11
It: 330, Loss: 8.114e+00, Time: 0.10
It: 340, Loss: 8.114e+00, Time: 0.11
It: 350, Loss: 8.114e+00, Time: 0.12
It: 360, Loss: 8.114e+00, Time: 0.10
It: 370, Loss: 8.114e+00, Time: 0.11
It: 380, Loss: 8.114e+00, Time: 0.11
It: 390, Loss: 8.114e+00, Time: 0.12
It: 400, Loss: 8.114e+00, Time: 0.10
It: 410, Loss: 8.114e+00, Time: 0.16
It: 420, Loss: 8.114e+00, Time: 0.11
It: 430, Loss: 8.113e+00, Time: 0.11
It: 440, Loss: 8.113e+00, Time: 0.10
It: 450, Loss: 8.113e+00, Time: 0.10
It: 460, Loss: 8.113e+00, Time: 0.11
It: 470, Loss: 8.113e+00, Time: 0.10
It: 480, Loss: 8.113e+00, Time: 0.11
It: 490, Loss: 8.113e+00, Time: 0.11
It: 500, Loss: 8.113e+00, Time: 0.16
It: 510, Loss: 8.113e+00, Time: 0.14
It: 520, Loss: 8.113e+00, Time: 0.10
It: 530, Loss: 8.113e+00, Time: 0.11
It: 540, Loss: 8.113e+00, Time: 0.11
It: 550, Loss: 8.113e+00, Time: 0.11
It: 560, Loss: 8.113e+00, Time: 0.12
It: 570, Loss: 8.113e+00, Time: 0.11
It: 580, Loss: 8.113e+00, Time: 0.11
It: 590, Loss: 8.113e+00, Time: 0.10
It: 600, Loss: 8.113e+00, Time: 0.11
It: 610, Loss: 8.113e+00, Time: 0.13
It: 620, Loss: 8.113e+00, Time: 0.11
It: 630, Loss: 8.113e+00, Time: 0.11
It: 640, Loss: 8.113e+00, Time: 0.12
It: 650, Loss: 8.113e+00, Time: 0.13
It: 660, Loss: 8.113e+00, Time: 0.11
It: 670, Loss: 8.113e+00, Time: 0.12
It: 680, Loss: 8.113e+00, Time: 0.12
It: 690, Loss: 8.113e+00, Time: 0.12
It: 700, Loss: 8.113e+00, Time: 0.14
It: 710, Loss: 8.113e+00, Time: 0.12
It: 720, Loss: 8.113e+00, Time: 0.10
It: 730, Loss: 8.113e+00, Time: 0.11
It: 740, Loss: 8.113e+00, Time: 0.12
It: 750, Loss: 8.113e+00, Time: 0.12
It: 760, Loss: 8.113e+00, Time: 0.10
It: 770, Loss: 8.113e+00, Time: 0.11
It: 780, Loss: 8.113e+00, Time: 0.11
It: 790, Loss: 8.113e+00, Time: 0.14
It: 800, Loss: 8.113e+00, Time: 0.11
It: 810, Loss: 8.113e+00, Time: 0.12
It: 820, Loss: 8.113e+00, Time: 0.12
It: 830, Loss: 8.113e+00, Time: 0.12
It: 840, Loss: 8.113e+00, Time: 0.10
It: 850, Loss: 8.113e+00, Time: 0.10
It: 860, Loss: 8.113e+00, Time: 0.10
It: 870, Loss: 8.113e+00, Time: 0.11
It: 880, Loss: 8.113e+00, Time: 0.11
It: 890, Loss: 8.113e+00, Time: 0.10
It: 900, Loss: 8.113e+00, Time: 0.11
It: 910, Loss: 8.113e+00, Time: 0.11
It: 920, Loss: 8.113e+00, Time: 0.13
It: 930, Loss: 8.113e+00, Time: 0.11
It: 940, Loss: 8.113e+00, Time: 0.11
It: 950, Loss: 8.113e+00, Time: 0.10
It: 960, Loss: 8.113e+00, Time: 0.11
It: 970, Loss: 8.113e+00, Time: 0.11
It: 980, Loss: 8.113e+00, Time: 0.12
It: 990, Loss: 8.113e+00, Time: 0.11
Loss: 8.113e+00
Loss: 2.065e+01
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00
Loss: 8.113e+00

WenxSong avatar Mar 26 '21 12:03 WenxSong