Logging to experiments/direct_ft_bic/
creating model...
input shape change: torch.Size([256, 6, 3, 3])
loading model from: ../models/256_adm_uncond.pt complete.
creating data loader...
training...
-------------------------
| grad_norm  | 0.0222   |
| loss       | 0.0328   |
| loss_q0    | 0.0802   |
| loss_q1    | 0.00107  |
| loss_q2    | 0.000261 |
| loss_q3    | 0.00012  |
| mse        | 0.0294   |
| mse_q0     | 0.0716   |
| mse_q1     | 0.00106  |
| mse_q2     | 0.000259 |
| mse_q3     | 0.000118 |
| param_norm | 1.36e+03 |
| samples    | 256      |
| step       | 0        |
| vb         | 0.00347  |
| vb_q0      | 0.00854  |
| vb_q1      | 7.93e-06 |
| vb_q2      | 2.41e-06 |
| vb_q3      | 1.42e-06 |
-------------------------
-------------------------
| grad_norm  | 0.0325   |
| loss       | 0.0147   |
| loss_q0    | 0.054    |
| loss_q1    | 0.0053   |
| loss_q2    | 0.00107  |
| loss_q3    | 7.35e-05 |
| mse        | 0.0141   |
| mse_q0     | 0.0516   |
| mse_q1     | 0.00526  |
| mse_q2     | 0.00106  |
| mse_q3     | 7.26e-05 |
| param_norm | 1.36e+03 |
| samples    | 2.82e+03 |
| step       | 10       |
| vb         | 0.000606 |
| vb_q0      | 0.00247  |
| vb_q1      | 3.88e-05 |
| vb_q2      | 9.31e-06 |
| vb_q3      | 8.6e-07  |
-------------------------
