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       | 0.00549  |
| loss_q0    | 0.0262   |
| loss_q1    | 0.0062   |
| loss_q2    | 0.00106  |
| loss_q3    | 8.93e-05 |
| mse        | 0.00542  |
| mse_q0     | 0.0258   |
| mse_q1     | 0.00615  |
| mse_q2     | 0.00105  |
| mse_q3     | 8.83e-05 |
| param_norm | 1.36e+03 |
| samples    | 256      |
| step       | 0        |
| vb         | 7.04e-05 |
| vb_q0      | 0.000382 |
| vb_q1      | 4.5e-05  |
| vb_q2      | 9.45e-06 |
| vb_q3      | 1.04e-06 |
-------------------------
-------------------------
| grad_norm  | 0.0325   |
| loss       | 0.0121   |
| loss_q0    | 0.0383   |
| loss_q1    | 0.00681  |
| loss_q2    | 0.000838 |
| loss_q3    | 4.6e-05  |
| mse        | 0.0118   |
| mse_q0     | 0.037    |
| mse_q1     | 0.00676  |
| mse_q2     | 0.000831 |
| mse_q3     | 4.54e-05 |
| param_norm | 1.36e+03 |
| samples    | 2.82e+03 |
| step       | 10       |
| vb         | 0.000337 |
| vb_q0      | 0.00124  |
| vb_q1      | 4.99e-05 |
| vb_q2      | 7.52e-06 |
| vb_q3      | 5.71e-07 |
-------------------------
