NSP / train_log.txt
Potestates's picture
Upload V3 strong-fusion Phase-1 checkpoint (500 LUNA16 cases)
d64e483 verified
Raw
History Blame Contribute Delete
6.69 kB
[Epoch 001/30] loss=0.010857 (full=0.010108 grad=0.003746 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=9.97e-05 time=338.5s | val: final=33.94dB base=33.94dB obs=22.91dB null_res=0.0305 base_null=0.0305 obs_leak=0.0000 β˜…
[Epoch 002/30] loss=0.010536 (full=0.009806 grad=0.003652 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=9.89e-05 time=337.7s | val: final=33.95dB base=33.95dB obs=22.91dB null_res=0.0303 base_null=0.0303 obs_leak=0.0000 β˜…
[Epoch 003/30] loss=0.010277 (full=0.009561 grad=0.003577 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=9.76e-05 time=332.7s
[Epoch 004/30] loss=0.010067 (full=0.009364 grad=0.003513 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=9.57e-05 time=331.3s | val: final=33.85dB base=33.85dB obs=22.91dB null_res=0.0302 base_null=0.0302 obs_leak=0.0000
[Epoch 005/30] loss=0.009909 (full=0.009215 grad=0.003471 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=9.34e-05 time=332.4s
[Epoch 006/30] loss=0.009756 (full=0.009071 grad=0.003423 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=9.05e-05 time=330.5s | val: final=34.07dB base=34.07dB obs=22.91dB null_res=0.0297 base_null=0.0297 obs_leak=0.0000 β˜…
[Epoch 007/30] loss=0.009556 (full=0.008881 grad=0.003376 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=8.73e-05 time=330.7s
[Epoch 008/30] loss=0.009454 (full=0.008789 grad=0.003324 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=8.36e-05 time=331.1s | val: final=34.43dB base=34.43dB obs=22.91dB null_res=0.0288 base_null=0.0288 obs_leak=0.0000 β˜…
[Epoch 009/30] loss=0.009253 (full=0.008597 grad=0.003280 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=7.96e-05 time=331.6s
[Epoch 010/30] loss=0.009143 (full=0.008494 grad=0.003242 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=7.52e-05 time=330.5s | val: final=34.45dB base=34.45dB obs=22.91dB null_res=0.0286 base_null=0.0286 obs_leak=0.0000 β˜…
[Epoch 011/30] loss=0.008934 (full=0.008297 grad=0.003187 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=7.06e-05 time=333.6s
[Epoch 012/30] loss=0.008812 (full=0.008181 grad=0.003153 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=6.58e-05 time=331.0s | val: final=34.43dB base=34.43dB obs=22.91dB null_res=0.0283 base_null=0.0283 obs_leak=0.0000
[Epoch 013/30] loss=0.008690 (full=0.008068 grad=0.003112 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=6.08e-05 time=332.5s
[Epoch 014/30] loss=0.008587 (full=0.007971 grad=0.003081 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=5.57e-05 time=332.6s | val: final=34.64dB base=34.64dB obs=22.91dB null_res=0.0280 base_null=0.0280 obs_leak=0.0000 β˜…
[Epoch 015/30] loss=0.008404 (full=0.007799 grad=0.003028 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=5.05e-05 time=331.7s
[Epoch 016/30] loss=0.008285 (full=0.007685 grad=0.002998 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=4.53e-05 time=332.2s | val: final=34.72dB base=34.72dB obs=22.91dB null_res=0.0278 base_null=0.0278 obs_leak=0.0000 β˜…
[Epoch 017/30] loss=0.008198 (full=0.007605 grad=0.002967 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=4.02e-05 time=331.6s
[Epoch 018/30] loss=0.008069 (full=0.007482 grad=0.002931 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=3.52e-05 time=326.1s | val: final=34.60dB base=34.60dB obs=22.91dB null_res=0.0279 base_null=0.0279 obs_leak=0.0000
[Epoch 019/30] loss=0.007917 (full=0.007339 grad=0.002886 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=3.04e-05 time=325.6s
[Epoch 020/30] loss=0.007822 (full=0.007250 grad=0.002857 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=2.58e-05 time=326.0s | val: final=34.65dB base=34.65dB obs=22.91dB null_res=0.0277 base_null=0.0277 obs_leak=0.0000
[Epoch 021/30] loss=0.007724 (full=0.007159 grad=0.002826 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=2.14e-05 time=327.2s
[Epoch 022/30] loss=0.007613 (full=0.007053 grad=0.002796 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=1.74e-05 time=326.8s | val: final=34.82dB base=34.82dB obs=22.91dB null_res=0.0276 base_null=0.0276 obs_leak=0.0000 β˜…
[Epoch 023/30] loss=0.007522 (full=0.006969 grad=0.002768 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=1.37e-05 time=326.4s
[Epoch 024/30] loss=0.007447 (full=0.006898 grad=0.002746 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=1.05e-05 time=325.7s | val: final=34.86dB base=34.86dB obs=22.91dB null_res=0.0275 base_null=0.0275 obs_leak=0.0000 β˜…
[Epoch 025/30] loss=0.007390 (full=0.006845 grad=0.002728 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=7.63e-06 time=325.5s
[Epoch 026/30] loss=0.007337 (full=0.006794 grad=0.002712 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=5.28e-06 time=325.4s | val: final=34.86dB base=34.86dB obs=22.91dB null_res=0.0275 base_null=0.0275 obs_leak=0.0000
[Epoch 027/30] loss=0.007297 (full=0.006757 grad=0.002699 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=3.42e-06 time=325.2s
[Epoch 028/30] loss=0.007267 (full=0.006729 grad=0.002690 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=2.08e-06 time=325.7s | val: final=34.83dB base=34.83dB obs=22.91dB null_res=0.0276 base_null=0.0276 obs_leak=0.0000
[Epoch 029/30] loss=0.007245 (full=0.006708 grad=0.002684 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=1.27e-06 time=326.9s
[Epoch 030/30] loss=0.007234 (full=0.006698 grad=0.002681 base=0.000000 base_g=0.000000 null_fft=0.000000 null_l1=0.000000 obs=0.000000 wn=0.0000) lr=1.00e-06 time=326.0s | val: final=34.83dB base=34.83dB obs=22.91dB null_res=0.0276 base_null=0.0276 obs_leak=0.0000