W0730 20:33:41.510000 37644 torch/distributed/run.py:851] 
W0730 20:33:41.510000 37644 torch/distributed/run.py:851] *****************************************
W0730 20:33:41.510000 37644 torch/distributed/run.py:851] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
W0730 20:33:41.510000 37644 torch/distributed/run.py:851] *****************************************
[cfg] world=2 batch/gpu=32 fov=33 depth=8 compile=True(max-autotune-no-cudagraphs) cubes=3470 cand=69,400,000
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[load] cubes resident on GPU: 73.7 GB in 130s
[compile] mode=max-autotune-no-cudagraphs cudagraphs=OFF optimize_ddp=OFF
[extend] WSD from step 555000 for 200000 steps -> max_steps=755000 | warm 5000 -> peak 5.0e-05 -> stable 145000 -> decay 50000
[resume] /root/hfdl/checkpoints/ffn_run5b/ckpt_555000.pt -> continuing at step 555001 (optimizer restored)
[val] inline panel: 20 real + 6 synth cubes, 384 adjacency pairs (86 blind), seeds<=200/cube
[val] core probe (unlabelled, movement only): 4 cubes, seeds<=60/cube
[rank1]:W0730 20:36:48.167000 37711 torch/_logging/_internal.py:1279] [0/0] Profiler record function <class 'torch.autograd.profiler.record_function'> will be ignored
[rank0]:W0730 20:36:48.317000 37710 torch/_logging/_internal.py:1279] [0/0] Profiler record function <class 'torch.autograd.profiler.record_function'> will be ignored
/root/surf/venv/lib/python3.12/site-packages/torch/_inductor/select_algorithm.py:3686: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
  current_out_size = out_base.storage().size()
/root/surf/venv/lib/python3.12/site-packages/torch/_inductor/select_algorithm.py:3686: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
  current_out_size = out_base.storage().size()
[rank0]:E0730 20:36:57.341000 37710 torch/_inductor/select_algorithm.py:3924] [4/0] Runtime error during autotuning: 
[rank0]:E0730 20:36:57.341000 37710 torch/_inductor/select_algorithm.py:3924] [4/0] permute(sparse_coo): number of dimensions in the tensor input does not match the length of the desired ordering of dimensions i.e. input.dim() = 5 is not equal to len(dims) = 4. 
[rank0]:E0730 20:36:57.341000 37710 torch/_inductor/select_algorithm.py:3924] [4/0] Ignoring this choice.
[rank1]:E0730 20:36:57.387000 37711 torch/_inductor/select_algorithm.py:3924] [4/0] Runtime error during autotuning: 
[rank1]:E0730 20:36:57.387000 37711 torch/_inductor/select_algorithm.py:3924] [4/0] permute(sparse_coo): number of dimensions in the tensor input does not match the length of the desired ordering of dimensions i.e. input.dim() = 5 is not equal to len(dims) = 4. 
[rank1]:E0730 20:36:57.387000 37711 torch/_inductor/select_algorithm.py:3924] [4/0] Ignoring this choice.
Autotune Choices Stats:
{"num_choices": 11, "num_triton_choices": 9, "best_kernel": "triton_convolution3d_187", "best_kernel_desc": "ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=4, num_warps=4", "best_time": 0.06140799820423126, "best_triton_pos": 0}
AUTOTUNE convolution(32x32x33x33x33, 1x32x1x1x1)
strides: [1149984, 33, 34848, 1056, 1], [32, 1, 32, 32, 32]
dtypes: torch.bfloat16, torch.bfloat16
  triton_convolution3d_187 0.0614 ms 100.0% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=4, num_warps=4
  triton_convolution3d_181 0.0614 ms 99.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=1024, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=1, num_warps=8
  triton_convolution3d_185 0.0614 ms 99.9% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=3, num_warps=8
  triton_convolution3d_182 0.0625 ms 98.3% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=8
  triton_convolution3d_184 0.0633 ms 97.0% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=256, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=8
  triton_convolution3d_180 0.0634 ms 96.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=4
  triton_convolution3d_183 0.0635 ms 96.7% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=4
  triton_convolution3d_186 0.0635 ms 96.7% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=4, num_warps=4
  triton_convolution3d_179 0.0809 ms 75.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=4
  convolution 0.2250 ms 27.3% 
SingleProcess AUTOTUNE benchmarking takes 0.7592 seconds and 0.0004 seconds precompiling for 11 choices
Autotune Choices Stats:
{"num_choices": 11, "num_triton_choices": 9, "best_kernel": "triton_convolution3d_187", "best_kernel_desc": "ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=4, num_warps=4", "best_time": 0.06140799820423126, "best_triton_pos": 0}
AUTOTUNE convolution(32x32x33x33x33, 1x32x1x1x1)
strides: [1149984, 33, 34848, 1056, 1], [32, 1, 32, 32, 32]
dtypes: torch.bfloat16, torch.bfloat16
  triton_convolution3d_187 0.0614 ms 100.0% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=4, num_warps=4
  triton_convolution3d_181 0.0614 ms 99.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=1024, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=1, num_warps=8
  triton_convolution3d_182 0.0614 ms 99.9% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=8
  triton_convolution3d_184 0.0614 ms 99.9% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=256, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=8
  triton_convolution3d_185 0.0625 ms 98.3% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=3, num_warps=8
  triton_convolution3d_180 0.0625 ms 98.3% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=4
  triton_convolution3d_179 0.0626 ms 98.1% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=4
  triton_convolution3d_183 0.0635 ms 96.7% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=2, num_warps=4
  triton_convolution3d_186 0.0635 ms 96.7% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=16, GROUPS=1, KERNEL_D=1, KERNEL_H=1, KERNEL_W=1, PADDING_D=0, PADDING_H=0, PADDING_W=0, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=True, num_stages=4, num_warps=4
  convolution 0.3334 ms 18.4% 
SingleProcess AUTOTUNE benchmarking takes 0.8869 seconds and 0.0004 seconds precompiling for 11 choices
Autotune Choices Stats:
{"num_choices": 10, "num_triton_choices": 9, "best_kernel": "triton_convolution3d_8", "best_kernel_desc": "ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4", "best_time": 0.23552000522613525, "best_triton_pos": 0}
Autotune Choices Stats:
{"num_choices": 10, "num_triton_choices": 9, "best_kernel": "triton_convolution3d_8", "best_kernel_desc": "ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4", "best_time": 0.23555199801921844, "best_triton_pos": 0}
AUTOTUNE convolution(32x2x33x33x33, 32x2x3x3x3)
strides: [71874, 1, 2178, 66, 2], [54, 1, 18, 6, 2]
dtypes: torch.bfloat16, torch.bfloat16
  triton_convolution3d_8 0.2355 ms 100.0% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  convolution 0.2430 ms 96.9% 
  triton_convolution3d_5 0.2662 ms 88.5% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_0 0.2663 ms 88.5% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_6 0.2671 ms 88.2% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=3, num_warps=8
  triton_convolution3d_1 0.2683 ms 87.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_3 0.2683 ms 87.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_7 0.2724 ms 86.5% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_2 0.2785 ms 84.6% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=1024, BLOCK_N=16, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=1, num_warps=8
  triton_convolution3d_4 0.2806 ms 83.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
SingleProcess AUTOTUNE benchmarking takes 0.4178 seconds and 0.0017 seconds precompiling for 10 choices
AUTOTUNE convolution(32x2x33x33x33, 32x2x3x3x3)
strides: [71874, 1, 2178, 66, 2], [54, 1, 18, 6, 2]
dtypes: torch.bfloat16, torch.bfloat16
  triton_convolution3d_8 0.2356 ms 100.0% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  convolution 0.2417 ms 97.5% 
  triton_convolution3d_0 0.2642 ms 89.1% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_5 0.2662 ms 88.5% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_1 0.2683 ms 87.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_3 0.2683 ms 87.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_6 0.2683 ms 87.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=3, num_warps=8
  triton_convolution3d_7 0.2745 ms 85.8% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_2 0.2775 ms 84.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=1024, BLOCK_N=16, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=1, num_warps=8
  triton_convolution3d_4 0.2806 ms 84.0% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
SingleProcess AUTOTUNE benchmarking takes 0.4184 seconds and 0.0014 seconds precompiling for 10 choices
Autotune Choices Stats:
{"num_choices": 11, "num_triton_choices": 10, "best_kernel": "convolution", "best_time": 0.37993600964546204, "best_triton_pos": 1, "best_triton_time": 0.41683200001716614, "best_triton_kernel": "triton_convolution3d_15", "best_triton_kernel_desc": "ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8"}
AUTOTUNE convolution(32x32x33x33x33, 32x32x3x3x3)
strides: [1149984, 1, 34848, 1056, 32], [864, 1, 288, 96, 32]
dtypes: torch.bfloat16, torch.bfloat16
  convolution 0.3799 ms 100.0% 
  triton_convolution3d_15 0.4168 ms 91.1% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_14 0.4188 ms 90.7% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_12 0.4229 ms 89.8% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_16 0.4373 ms 86.9% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=3, num_warps=8
  triton_convolution3d_18 0.4475 ms 84.9% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_10 0.5908 ms 64.3% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_13 0.5931 ms 64.1% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_17 0.5991 ms 63.4% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_9 0.6339 ms 59.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
SingleProcess AUTOTUNE benchmarking takes 0.4229 seconds and 0.0018 seconds precompiling for 11 choices
Autotune Choices Stats:
{"num_choices": 11, "num_triton_choices": 10, "best_kernel": "convolution", "best_time": 0.37376001477241516, "best_triton_pos": 1, "best_triton_time": 0.41065600514411926, "best_triton_kernel": "triton_convolution3d_12", "best_triton_kernel_desc": "ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8"}
AUTOTUNE convolution(32x32x33x33x33, 32x32x3x3x3)
strides: [1149984, 1, 34848, 1056, 32], [864, 1, 288, 96, 32]
dtypes: torch.bfloat16, torch.bfloat16
  convolution 0.3738 ms 100.0% 
  triton_convolution3d_12 0.4107 ms 91.0% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_14 0.4137 ms 90.4% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_15 0.4148 ms 90.1% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_16 0.4373 ms 85.5% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=3, num_warps=8
  triton_convolution3d_18 0.4516 ms 82.8% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_13 0.5921 ms 63.1% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_10 0.5939 ms 62.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_17 0.6032 ms 62.0% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_9 0.6339 ms 59.0% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
SingleProcess AUTOTUNE benchmarking takes 0.4244 seconds and 0.0020 seconds precompiling for 11 choices
Autotune Choices Stats:
{"num_choices": 11, "num_triton_choices": 10, "best_kernel": "convolution", "best_time": 0.3821440041065216, "best_triton_pos": 1, "best_triton_time": 0.4188480079174042, "best_triton_kernel": "triton_convolution3d_44", "best_triton_kernel_desc": "ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8"}
AUTOTUNE convolution(32x32x33x33x33, 32x32x3x3x3)
strides: [1149984, 1, 34848, 1056, 32], [864, 1, 288, 96, 32]
dtypes: torch.bfloat16, torch.bfloat16
  convolution 0.3821 ms 100.0% 
  triton_convolution3d_44 0.4188 ms 91.2% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_45 0.4209 ms 90.8% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_42 0.4209 ms 90.8% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=8
  triton_convolution3d_46 0.4373 ms 87.4% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=3, num_warps=8
  triton_convolution3d_48 0.4455 ms 85.8% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=128, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_43 0.5909 ms 64.7% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_40 0.5980 ms 63.9% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=256, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
  triton_convolution3d_47 0.6032 ms 63.4% ALLOW_TF32=False, BLOCK_K=32, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=4, num_warps=4
  triton_convolution3d_39 0.6411 ms 59.6% ALLOW_TF32=False, BLOCK_K=16, BLOCK_M=64, BLOCK_N=32, GROUPS=1, KERNEL_D=3, KERNEL_H=3, KERNEL_W=3, PADDING_D=1, PADDING_H=1, PADDING_W=1, STRIDE_D=1, STRIDE_H=1, STRIDE_W=1, UNROLL=False, num_stages=2, num_warps=4
SingleProcess AUTOTUNE benchmarking takes 0.4254 seconds and 0.0000 seconds precompiling for 11 choices
[555020] phase C T=8 real=0.20 loss=0.4410 lr=2.00e-07 281 fov-steps/s eta 4d05h07m
[555040] phase C T=8 real=0.20 loss=0.4329 lr=4.00e-07 1035 fov-steps/s eta 2d08h03m
[555060] phase C T=8 real=0.20 loss=0.4368 lr=6.00e-07 1077 fov-steps/s eta 1d17h55m
[555080] phase C T=8 real=0.20 loss=0.4306 lr=8.00e-07 1076 fov-steps/s eta 1d11h39m
[555100] phase C T=8 real=0.20 loss=0.4297 lr=1.00e-06 1017 fov-steps/s eta 1d08h55m
[555120] phase C T=8 real=0.20 loss=0.4275 lr=1.20e-06 1067 fov-steps/s eta 1d06h45m
[555140] phase C T=8 real=0.20 loss=0.4354 lr=1.40e-06 1070 fov-steps/s eta 1d05h21m
[555160] phase C T=8 real=0.20 loss=0.4451 lr=1.60e-06 1006 fov-steps/s eta 1d05h00m
[555180] phase C T=8 real=0.20 loss=0.4271 lr=1.80e-06 1064 fov-steps/s eta 1d04h16m
[555200] phase C T=8 real=0.20 loss=0.4295 lr=2.00e-06 1016 fov-steps/s eta 1d04h11m
[555220] phase C T=8 real=0.20 loss=0.4303 lr=2.20e-06 1075 fov-steps/s eta 1d03h37m
[555240] phase C T=8 real=0.20 loss=0.4227 lr=2.40e-06 1069 fov-steps/s eta 1d03h18m
[555260] phase C T=8 real=0.20 loss=0.4224 lr=2.60e-06 998 fov-steps/s eta 1d03h38m
[555280] phase C T=8 real=0.20 loss=0.4226 lr=2.80e-06 1037 fov-steps/s eta 1d03h33m
[555300] phase C T=8 real=0.20 loss=0.4294 lr=3.00e-06 1041 fov-steps/s eta 1d03h28m
[555320] phase C T=8 real=0.20 loss=0.4244 lr=3.20e-06 1021 fov-steps/s eta 1d03h34m
[555340] phase C T=8 real=0.20 loss=0.4190 lr=3.40e-06 1045 fov-steps/s eta 1d03h27m
[555360] phase C T=8 real=0.20 loss=0.4201 lr=3.60e-06 1056 fov-steps/s eta 1d03h16m
[555380] phase C T=8 real=0.20 loss=0.4199 lr=3.80e-06 1030 fov-steps/s eta 1d03h21m
[555400] phase C T=8 real=0.20 loss=0.4190 lr=4.00e-06 1054 fov-steps/s eta 1d03h13m
[555420] phase C T=8 real=0.20 loss=0.4198 lr=4.20e-06 1050 fov-steps/s eta 1d03h10m
[555440] phase C T=8 real=0.20 loss=0.4358 lr=4.40e-06 988 fov-steps/s eta 1d03h36m
[555460] phase C T=8 real=0.20 loss=0.4155 lr=4.60e-06 1059 fov-steps/s eta 1d03h21m
[555480] phase C T=8 real=0.20 loss=0.4198 lr=4.80e-06 1023 fov-steps/s eta 1d03h28m
[555500] phase C T=8 real=0.20 loss=0.4209 lr=5.00e-06 1029 fov-steps/s eta 1d03h30m
[555520] phase C T=8 real=0.20 loss=0.4255 lr=5.20e-06 1048 fov-steps/s eta 1d03h22m
[555540] phase C T=8 real=0.20 loss=0.4147 lr=5.40e-06 1016 fov-steps/s eta 1d03h31m
[555560] phase C T=8 real=0.20 loss=0.4213 lr=5.60e-06 1063 fov-steps/s eta 1d03h16m
[555580] phase C T=8 real=0.20 loss=0.4258 lr=5.80e-06 1025 fov-steps/s eta 1d03h23m
[555600] phase C T=8 real=0.20 loss=0.4144 lr=6.00e-06 955 fov-steps/s eta 1d04h02m
[555620] phase C T=8 real=0.20 loss=0.4234 lr=6.20e-06 1037 fov-steps/s eta 1d03h49m
[555640] phase C T=8 real=0.20 loss=0.4149 lr=6.40e-06 1056 fov-steps/s eta 1d03h31m
[555660] phase C T=8 real=0.20 loss=0.4178 lr=6.60e-06 950 fov-steps/s eta 1d04h10m
[555680] phase C T=8 real=0.20 loss=0.4241 lr=6.80e-06 1004 fov-steps/s eta 1d04h11m
[555700] phase C T=8 real=0.20 loss=0.4109 lr=7.00e-06 1050 fov-steps/s eta 1d03h49m
[555720] phase C T=8 real=0.20 loss=0.4146 lr=7.20e-06 1003 fov-steps/s eta 1d03h56m
[555740] phase C T=8 real=0.20 loss=0.4139 lr=7.40e-06 974 fov-steps/s eta 1d04h16m
[555760] phase C T=8 real=0.20 loss=0.4199 lr=7.60e-06 985 fov-steps/s eta 1d04h25m
[555780] phase C T=8 real=0.20 loss=0.4148 lr=7.80e-06 971 fov-steps/s eta 1d04h39m
[555800] phase C T=8 real=0.20 loss=0.4182 lr=8.00e-06 1019 fov-steps/s eta 1d04h23m
[555820] phase C T=8 real=0.20 loss=0.4093 lr=8.20e-06 976 fov-steps/s eta 1d04h34m
[555840] phase C T=8 real=0.20 loss=0.4168 lr=8.40e-06 1019 fov-steps/s eta 1d04h20m
[555860] phase C T=8 real=0.20 loss=0.4098 lr=8.60e-06 1003 fov-steps/s eta 1d04h18m
[555880] phase C T=8 real=0.20 loss=0.4119 lr=8.80e-06 956 fov-steps/s eta 1d04h41m
[555900] phase C T=8 real=0.20 loss=0.4154 lr=9.00e-06 1001 fov-steps/s eta 1d04h34m
[555920] phase C T=8 real=0.20 loss=0.4052 lr=9.20e-06 970 fov-steps/s eta 1d04h45m
[555940] phase C T=8 real=0.20 loss=0.4073 lr=9.40e-06 992 fov-steps/s eta 1d04h41m
[555960] phase C T=8 real=0.20 loss=0.4171 lr=9.60e-06 1002 fov-steps/s eta 1d04h33m
[555980] phase C T=8 real=0.20 loss=0.4109 lr=9.80e-06 952 fov-steps/s eta 1d04h53m
[556000] phase C T=8 real=0.20 loss=0.4091 lr=1.00e-05 1000 fov-steps/s eta 1d04h42m
[556020] phase C T=8 real=0.20 loss=0.4072 lr=1.02e-05 985 fov-steps/s eta 1d04h43m
[556040] phase C T=8 real=0.20 loss=0.4082 lr=1.04e-05 975 fov-steps/s eta 1d04h48m
[556060] phase C T=8 real=0.20 loss=0.4037 lr=1.06e-05 993 fov-steps/s eta 1d04h42m
[556080] phase C T=8 real=0.20 loss=0.4179 lr=1.08e-05 955 fov-steps/s eta 1d04h58m
[556100] phase C T=8 real=0.20 loss=0.4047 lr=1.10e-05 1011 fov-steps/s eta 1d04h39m
[556120] phase C T=8 real=0.20 loss=0.4123 lr=1.12e-05 1006 fov-steps/s eta 1d04h29m
[556140] phase C T=8 real=0.20 loss=0.4155 lr=1.14e-05 971 fov-steps/s eta 1d04h40m
[556160] phase C T=8 real=0.20 loss=0.4120 lr=1.16e-05 1001 fov-steps/s eta 1d04h32m
[556180] phase C T=8 real=0.20 loss=0.4127 lr=1.18e-05 946 fov-steps/s eta 1d04h56m
[556200] phase C T=8 real=0.20 loss=0.4092 lr=1.20e-05 1043 fov-steps/s eta 1d04h21m
[556220] phase C T=8 real=0.20 loss=0.4086 lr=1.22e-05 1065 fov-steps/s eta 1d03h47m
[556240] phase C T=8 real=0.20 loss=0.4119 lr=1.24e-05 986 fov-steps/s eta 1d04h02m
[556260] phase C T=8 real=0.20 loss=0.4081 lr=1.26e-05 1005 fov-steps/s eta 1d04h04m
[556280] phase C T=8 real=0.20 loss=0.4077 lr=1.28e-05 996 fov-steps/s eta 1d04h09m
[556300] phase C T=8 real=0.20 loss=0.4212 lr=1.30e-05 1055 fov-steps/s eta 1d03h43m
[556320] phase C T=8 real=0.20 loss=0.4136 lr=1.32e-05 1068 fov-steps/s eta 1d03h20m
[556340] phase C T=8 real=0.20 loss=0.4031 lr=1.34e-05 1006 fov-steps/s eta 1d03h33m
[556360] phase C T=8 real=0.20 loss=0.4115 lr=1.36e-05 1045 fov-steps/s eta 1d03h23m
[556380] phase C T=8 real=0.20 loss=0.4135 lr=1.38e-05 1045 fov-steps/s eta 1d03h17m
[556400] phase C T=8 real=0.20 loss=0.4101 lr=1.40e-05 1007 fov-steps/s eta 1d03h30m
[556420] phase C T=8 real=0.20 loss=0.4030 lr=1.42e-05 1055 fov-steps/s eta 1d03h16m
[556440] phase C T=8 real=0.20 loss=0.4100 lr=1.44e-05 1034 fov-steps/s eta 1d03h16m
[556460] phase C T=8 real=0.20 loss=0.4092 lr=1.46e-05 1030 fov-steps/s eta 1d03h19m
[556480] phase C T=8 real=0.20 loss=0.4020 lr=1.48e-05 1050 fov-steps/s eta 1d03h11m
[556500] phase C T=8 real=0.20 loss=0.4152 lr=1.50e-05 989 fov-steps/s eta 1d03h34m
[556520] phase C T=8 real=0.20 loss=0.4030 lr=1.52e-05 1073 fov-steps/s eta 1d03h10m
[556540] phase C T=8 real=0.20 loss=0.4130 lr=1.54e-05 1052 fov-steps/s eta 1d03h04m
[556560] phase C T=8 real=0.20 loss=0.4083 lr=1.56e-05 1011 fov-steps/s eta 1d03h19m
[556580] phase C T=8 real=0.20 loss=0.4120 lr=1.58e-05 1046 fov-steps/s eta 1d03h12m
[556600] phase C T=8 real=0.20 loss=0.4011 lr=1.60e-05 1033 fov-steps/s eta 1d03h14m
[556620] phase C T=8 real=0.20 loss=0.4053 lr=1.62e-05 1008 fov-steps/s eta 1d03h27m
[556640] phase C T=8 real=0.20 loss=0.4110 lr=1.64e-05 1050 fov-steps/s eta 1d03h17m
[556660] phase C T=8 real=0.20 loss=0.4091 lr=1.66e-05 999 fov-steps/s eta 1d03h33m
[556680] phase C T=8 real=0.20 loss=0.4101 lr=1.68e-05 1074 fov-steps/s eta 1d03h09m
W0730 20:51:21.581000 37644 torch/distributed/elastic/agent/server/api.py:739] Received 15 death signal, shutting down workers
W0730 20:51:21.584000 37644 torch/distributed/elastic/multiprocessing/api.py:1012] Sending process 37710 closing signal SIGTERM
W0730 20:51:21.586000 37644 torch/distributed/elastic/multiprocessing/api.py:1012] Sending process 37711 closing signal SIGTERM
W0730 20:51:21.593000 37644 torch/distributed/elastic/multiprocessing/api.py:1012] Sending process 37710 closing signal SIGTERM
W0730 20:51:21.593000 37644 torch/distributed/elastic/multiprocessing/api.py:1012] Sending process 37711 closing signal SIGTERM
Traceback (most recent call last):
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 731, in run
    result = self._invoke_run(role)
             ^^^^^^^^^^^^^^^^^^^^^^
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 908, in _invoke_run
    time.sleep(monitor_interval)
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 86, in _terminate_process_handler
    raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval)
torch.distributed.elastic.multiprocessing.api.SignalException: Process 37644 got signal: 15

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/root/surf/venv/bin/torchrun", line 6, in <module>
    sys.exit(main())
             ^^^^^^
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 362, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/run.py", line 990, in main
    run(args)
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/run.py", line 981, in run
    elastic_launch(
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 170, in __call__
    return launch_agent(self._config, self._entrypoint, list(args))
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/launcher/api.py", line 308, in launch_agent
    result = agent.run()
             ^^^^^^^^^^^
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/metrics/api.py", line 134, in wrapper
    result = f(*args, **kwargs)
             ^^^^^^^^^^^^^^^^^^
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/api.py", line 740, in run
    self._shutdown(e.sigval)
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/agent/server/local_elastic_agent.py", line 416, in _shutdown
    self._pcontext.close(death_sig)
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 661, in close
    self._close(death_sig=death_sig, timeout=timeout)
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 1024, in _close
    handler.proc.wait(time_to_wait)
  File "/usr/lib/python3.12/subprocess.py", line 1264, in wait
    return self._wait(timeout=timeout)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/subprocess.py", line 2047, in _wait
    time.sleep(delay)
  File "/root/surf/venv/lib/python3.12/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 86, in _terminate_process_handler
    raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval)
torch.distributed.elastic.multiprocessing.api.SignalException: Process 37644 got signal: 15
W0730 20:52:25.893000 39274 torch/distributed/run.py:851] 
W0730 20:52:25.893000 39274 torch/distributed/run.py:851] *****************************************
W0730 20:52:25.893000 39274 torch/distributed/run.py:851] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
W0730 20:52:25.893000 39274 torch/distributed/run.py:851] *****************************************
[cfg] world=2 batch/gpu=32 fov=33 depth=8 compile=True(max-autotune-no-cudagraphs) cubes=3470 cand=69,400,000
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[load] inst dtype torch.int16 (max id 489)
[load] cubes resident on GPU: 73.7 GB in 176s
[compile] mode=max-autotune-no-cudagraphs cudagraphs=OFF optimize_ddp=OFF
[extend] WSD from step 555000 for 200000 steps -> max_steps=755000 | warm 5000 -> peak 5.0e-05 -> stable 145000 -> decay 50000
[resume] /root/hfdl/checkpoints/ffn_run5b/ckpt_555000.pt -> continuing at step 555001 (optimizer restored)
[load] AsyncPatchLoader depth=2 (CPU stacks)
[rank1]:W0730 20:56:17.737000 39341 torch/_logging/_internal.py:1279] [0/0] Profiler record function <class 'torch.autograd.profiler.record_function'> will be ignored
[val] inline panel: 20 real + 6 synth cubes, 384 adjacency pairs (86 blind), seeds<=200/cube
[val] core probe (unlabelled, movement only): 4 cubes, seeds<=60/cube
[rank0]:W0730 20:56:19.402000 39340 torch/_logging/_internal.py:1279] [0/0] Profiler record function <class 'torch.autograd.profiler.record_function'> will be ignored
[555020] phase C T=8 real=0.20 loss=0.4404 lr=2.00e-07 811 fov-steps/s eta 1d11h03m
[555040] phase C T=8 real=0.20 loss=0.4411 lr=4.00e-07 2064 fov-steps/s eta 23h57m
[555060] phase C T=8 real=0.20 loss=0.4501 lr=6.00e-07 2049 fov-steps/s eta 19h40m
[555080] phase C T=8 real=0.20 loss=0.4419 lr=8.00e-07 2042 fov-steps/s eta 17h30m
[555100] phase C T=8 real=0.20 loss=0.4374 lr=1.00e-06 2036 fov-steps/s eta 16h15m
[555120] phase C T=8 real=0.20 loss=0.4376 lr=1.20e-06 1893 fov-steps/s eta 15h52m
[555140] phase C T=8 real=0.20 loss=0.4387 lr=1.40e-06 2034 fov-steps/s eta 15h14m
[555160] phase C T=8 real=0.20 loss=0.4281 lr=1.60e-06 2031 fov-steps/s eta 14h50m
[555180] phase C T=8 real=0.20 loss=0.4399 lr=1.80e-06 2022 fov-steps/s eta 14h35m
[555200] phase C T=8 real=0.20 loss=0.4157 lr=2.00e-06 2032 fov-steps/s eta 14h24m
[555220] phase C T=8 real=0.20 loss=0.4290 lr=2.20e-06 2010 fov-steps/s eta 14h19m
[555240] phase C T=8 real=0.20 loss=0.4354 lr=2.40e-06 1864 fov-steps/s eta 14h35m
[555260] phase C T=8 real=0.20 loss=0.4298 lr=2.60e-06 2030 fov-steps/s eta 14h24m
[555280] phase C T=8 real=0.20 loss=0.4337 lr=2.80e-06 2018 fov-steps/s eta 14h18m
[555300] phase C T=8 real=0.20 loss=0.4293 lr=3.00e-06 2020 fov-steps/s eta 14h13m
[555320] phase C T=8 real=0.20 loss=0.4273 lr=3.20e-06 2013 fov-steps/s eta 14h11m
[555340] phase C T=8 real=0.20 loss=0.4280 lr=3.40e-06 1851 fov-steps/s eta 14h30m
[555360] phase C T=8 real=0.20 loss=0.4252 lr=3.60e-06 2013 fov-steps/s eta 14h23m
[555380] phase C T=8 real=0.20 loss=0.4220 lr=3.80e-06 2006 fov-steps/s eta 14h19m
[555400] phase C T=8 real=0.20 loss=0.4164 lr=4.00e-06 2009 fov-steps/s eta 14h15m
[555420] phase C T=8 real=0.20 loss=0.4225 lr=4.20e-06 2007 fov-steps/s eta 14h13m
[555440] phase C T=8 real=0.20 loss=0.4171 lr=4.40e-06 1931 fov-steps/s eta 14h21m
[555460] phase C T=8 real=0.20 loss=0.4180 lr=4.60e-06 1886 fov-steps/s eta 14h33m
[555480] phase C T=8 real=0.20 loss=0.4243 lr=4.80e-06 2005 fov-steps/s eta 14h25m
[555500] phase C T=8 real=0.20 loss=0.4075 lr=5.00e-06 2002 fov-steps/s eta 14h21m
[555520] phase C T=8 real=0.20 loss=0.4196 lr=5.20e-06 2005 fov-steps/s eta 14h17m
[555540] phase C T=8 real=0.20 loss=0.4187 lr=5.40e-06 1979 fov-steps/s eta 14h18m
[555560] phase C T=8 real=0.20 loss=0.4166 lr=5.60e-06 1832 fov-steps/s eta 14h38m
[555580] phase C T=8 real=0.20 loss=0.4114 lr=5.80e-06 1995 fov-steps/s eta 14h30m
[555600] phase C T=8 real=0.20 loss=0.4181 lr=6.00e-06 1995 fov-steps/s eta 14h24m
[555620] phase C T=8 real=0.20 loss=0.4275 lr=6.20e-06 1997 fov-steps/s eta 14h20m
[555640] phase C T=8 real=0.20 loss=0.4049 lr=6.40e-06 1998 fov-steps/s eta 14h17m
[555660] phase C T=8 real=0.20 loss=0.4159 lr=6.60e-06 1920 fov-steps/s eta 14h26m
[555680] phase C T=8 real=0.20 loss=0.4168 lr=6.80e-06 1907 fov-steps/s eta 14h33m
[555700] phase C T=8 real=0.20 loss=0.4192 lr=7.00e-06 1994 fov-steps/s eta 14h27m
[555720] phase C T=8 real=0.20 loss=0.4212 lr=7.20e-06 1991 fov-steps/s eta 14h23m
[555740] phase C T=8 real=0.20 loss=0.4240 lr=7.40e-06 1991 fov-steps/s eta 14h20m
[555760] phase C T=8 real=0.20 loss=0.4173 lr=7.60e-06 1993 fov-steps/s eta 14h18m
[555780] phase C T=8 real=0.20 loss=0.4233 lr=7.80e-06 1831 fov-steps/s eta 14h38m
[555800] phase C T=8 real=0.20 loss=0.4153 lr=8.00e-06 1992 fov-steps/s eta 14h30m
[555820] phase C T=8 real=0.20 loss=0.4255 lr=8.20e-06 1992 fov-steps/s eta 14h25m
[555840] phase C T=8 real=0.20 loss=0.4263 lr=8.40e-06 1981 fov-steps/s eta 14h22m
[555860] phase C T=8 real=0.20 loss=0.4035 lr=8.60e-06 1982 fov-steps/s eta 14h21m
[555880] phase C T=8 real=0.20 loss=0.4239 lr=8.80e-06 1818 fov-steps/s eta 14h41m
[555900] phase C T=8 real=0.20 loss=0.4173 lr=9.00e-06 1974 fov-steps/s eta 14h35m
[555920] phase C T=8 real=0.20 loss=0.4119 lr=9.20e-06 1990 fov-steps/s eta 14h28m
[555940] phase C T=8 real=0.20 loss=0.4096 lr=9.40e-06 1989 fov-steps/s eta 14h24m
[555960] phase C T=8 real=0.20 loss=0.4140 lr=9.60e-06 1977 fov-steps/s eta 14h22m
[555980] phase C T=8 real=0.20 loss=0.4084 lr=9.80e-06 1980 fov-steps/s eta 14h21m
[556000] phase C T=8 real=0.20 loss=0.4099 lr=1.00e-05 1845 fov-steps/s eta 14h38m
[556020] phase C T=8 real=0.20 loss=0.4131 lr=1.02e-05 1988 fov-steps/s eta 14h30m
[556040] phase C T=8 real=0.20 loss=0.4049 lr=1.04e-05 1993 fov-steps/s eta 14h24m
[556060] phase C T=8 real=0.20 loss=0.4126 lr=1.06e-05 1991 fov-steps/s eta 14h21m
[556080] phase C T=8 real=0.20 loss=0.4101 lr=1.08e-05 1986 fov-steps/s eta 14h19m
[556100] phase C T=8 real=0.20 loss=0.4154 lr=1.10e-05 1826 fov-steps/s eta 14h38m
[556120] phase C T=8 real=0.20 loss=0.4037 lr=1.12e-05 1990 fov-steps/s eta 14h30m
[556140] phase C T=8 real=0.20 loss=0.4156 lr=1.14e-05 1989 fov-steps/s eta 14h25m
[556160] phase C T=8 real=0.20 loss=0.4135 lr=1.16e-05 1986 fov-steps/s eta 14h22m
[556180] phase C T=8 real=0.20 loss=0.4155 lr=1.18e-05 1991 fov-steps/s eta 14h18m
[556200] phase C T=8 real=0.20 loss=0.4040 lr=1.20e-05 1912 fov-steps/s eta 14h27m
[556220] phase C T=8 real=0.20 loss=0.4100 lr=1.22e-05 1882 fov-steps/s eta 14h37m
[556240] phase C T=8 real=0.20 loss=0.4102 lr=1.24e-05 1991 fov-steps/s eta 14h29m
[556260] phase C T=8 real=0.20 loss=0.4062 lr=1.26e-05 1989 fov-steps/s eta 14h24m
[556280] phase C T=8 real=0.20 loss=0.4053 lr=1.28e-05 1994 fov-steps/s eta 14h19m
[556300] phase C T=8 real=0.20 loss=0.4120 lr=1.30e-05 1989 fov-steps/s eta 14h17m
[556320] phase C T=8 real=0.20 loss=0.4215 lr=1.32e-05 1843 fov-steps/s eta 14h35m
[556340] phase C T=8 real=0.20 loss=0.4033 lr=1.34e-05 1987 fov-steps/s eta 14h28m
[556360] phase C T=8 real=0.20 loss=0.4044 lr=1.36e-05 1991 fov-steps/s eta 14h23m
[556380] phase C T=8 real=0.20 loss=0.4123 lr=1.38e-05 1990 fov-steps/s eta 14h19m
[556400] phase C T=8 real=0.20 loss=0.4240 lr=1.40e-05 1989 fov-steps/s eta 14h17m
[556420] phase C T=8 real=0.20 loss=0.4127 lr=1.42e-05 1903 fov-steps/s eta 14h26m
[556440] phase C T=8 real=0.20 loss=0.4058 lr=1.44e-05 1925 fov-steps/s eta 14h30m
[556460] phase C T=8 real=0.20 loss=0.4111 lr=1.46e-05 1990 fov-steps/s eta 14h24m
[556480] phase C T=8 real=0.20 loss=0.4067 lr=1.48e-05 1989 fov-steps/s eta 14h20m
[556500] phase C T=8 real=0.20 loss=0.4119 lr=1.50e-05 1985 fov-steps/s eta 14h18m
[556520] phase C T=8 real=0.20 loss=0.4070 lr=1.52e-05 1984 fov-steps/s eta 14h16m
[556540] phase C T=8 real=0.20 loss=0.4081 lr=1.54e-05 1813 fov-steps/s eta 14h38m
[556560] phase C T=8 real=0.20 loss=0.4081 lr=1.56e-05 1989 fov-steps/s eta 14h30m
[556580] phase C T=8 real=0.20 loss=0.4098 lr=1.58e-05 1946 fov-steps/s eta 14h30m
[556600] phase C T=8 real=0.20 loss=0.4022 lr=1.60e-05 1991 fov-steps/s eta 14h24m
[556620] phase C T=8 real=0.20 loss=0.4092 lr=1.62e-05 1990 fov-steps/s eta 14h19m
[556640] phase C T=8 real=0.20 loss=0.4105 lr=1.64e-05 1913 fov-steps/s eta 14h27m
[556660] phase C T=8 real=0.20 loss=0.4078 lr=1.66e-05 1991 fov-steps/s eta 14h21m
[556680] phase C T=8 real=0.20 loss=0.4078 lr=1.68e-05 1991 fov-steps/s eta 14h18m
[556700] phase C T=8 real=0.20 loss=0.4071 lr=1.70e-05 1993 fov-steps/s eta 14h15m
[556720] phase C T=8 real=0.20 loss=0.4058 lr=1.72e-05 1991 fov-steps/s eta 14h13m
[556740] phase C T=8 real=0.20 loss=0.3992 lr=1.74e-05 1933 fov-steps/s eta 14h19m
[556760] phase C T=8 real=0.20 loss=0.4125 lr=1.76e-05 1908 fov-steps/s eta 14h27m
[556780] phase C T=8 real=0.20 loss=0.4090 lr=1.78e-05 1988 fov-steps/s eta 14h22m
[556800] phase C T=8 real=0.20 loss=0.3966 lr=1.80e-05 1951 fov-steps/s eta 14h23m
[556820] phase C T=8 real=0.20 loss=0.4075 lr=1.82e-05 1988 fov-steps/s eta 14h19m
[556840] phase C T=8 real=0.20 loss=0.4008 lr=1.84e-05 1992 fov-steps/s eta 14h16m
[556860] phase C T=8 real=0.20 loss=0.4037 lr=1.86e-05 1869 fov-steps/s eta 14h30m
[556880] phase C T=8 real=0.20 loss=0.4088 lr=1.88e-05 1991 fov-steps/s eta 14h23m
[556900] phase C T=8 real=0.20 loss=0.4061 lr=1.90e-05 1991 fov-steps/s eta 14h19m
[556920] phase C T=8 real=0.20 loss=0.4018 lr=1.92e-05 1988 fov-steps/s eta 14h16m
[556940] phase C T=8 real=0.20 loss=0.4032 lr=1.94e-05 1991 fov-steps/s eta 14h14m
[556960] phase C T=8 real=0.20 loss=0.4017 lr=1.96e-05 1879 fov-steps/s eta 14h27m
[556980] phase C T=8 real=0.20 loss=0.3979 lr=1.98e-05 1996 fov-steps/s eta 14h20m
[557000] phase C T=8 real=0.20 loss=0.4017 lr=2.00e-05 1988 fov-steps/s eta 14h17m
[557020] phase C T=8 real=0.20 loss=0.4097 lr=2.02e-05 1979 fov-steps/s eta 14h16m
[557040] phase C T=8 real=0.20 loss=0.4067 lr=2.04e-05 1985 fov-steps/s eta 14h14m
[557060] phase C T=8 real=0.20 loss=0.3961 lr=2.06e-05 1933 fov-steps/s eta 14h20m
[557080] phase C T=8 real=0.20 loss=0.4046 lr=2.08e-05 1903 fov-steps/s eta 14h28m
[557100] phase C T=8 real=0.20 loss=0.4046 lr=2.10e-05 1988 fov-steps/s eta 14h22m
[557120] phase C T=8 real=0.20 loss=0.4153 lr=2.12e-05 1975 fov-steps/s eta 14h20m
[557140] phase C T=8 real=0.20 loss=0.4067 lr=2.14e-05 1988 fov-steps/s eta 14h16m
[557160] phase C T=8 real=0.20 loss=0.4148 lr=2.16e-05 1984 fov-steps/s eta 14h14m
[557180] phase C T=8 real=0.20 loss=0.4088 lr=2.18e-05 1863 fov-steps/s eta 14h29m
[557200] phase C T=8 real=0.20 loss=0.4096 lr=2.20e-05 1991 fov-steps/s eta 14h22m
[557220] phase C T=8 real=0.20 loss=0.4053 lr=2.22e-05 1992 fov-steps/s eta 14h18m
[557240] phase C T=8 real=0.20 loss=0.4039 lr=2.24e-05 1988 fov-steps/s eta 14h15m
[557260] phase C T=8 real=0.20 loss=0.4005 lr=2.26e-05 1990 fov-steps/s eta 14h12m
[557280] phase C T=8 real=0.20 loss=0.4028 lr=2.28e-05 1861 fov-steps/s eta 14h28m
[557300] phase C T=8 real=0.20 loss=0.4116 lr=2.30e-05 1990 fov-steps/s eta 14h21m
[557320] phase C T=8 real=0.20 loss=0.3999 lr=2.32e-05 1991 fov-steps/s eta 14h17m
[557340] phase C T=8 real=0.20 loss=0.4053 lr=2.34e-05 1989 fov-steps/s eta 14h14m
[557360] phase C T=8 real=0.20 loss=0.4058 lr=2.36e-05 1991 fov-steps/s eta 14h12m
[557380] phase C T=8 real=0.20 loss=0.4075 lr=2.38e-05 1934 fov-steps/s eta 14h18m
[557400] phase C T=8 real=0.20 loss=0.4072 lr=2.40e-05 1906 fov-steps/s eta 14h25m
[557420] phase C T=8 real=0.20 loss=0.4077 lr=2.42e-05 1991 fov-steps/s eta 14h19m
[557440] phase C T=8 real=0.20 loss=0.4113 lr=2.44e-05 1989 fov-steps/s eta 14h16m
[557460] phase C T=8 real=0.20 loss=0.4127 lr=2.46e-05 1984 fov-steps/s eta 14h14m
[557480] phase C T=8 real=0.20 loss=0.4117 lr=2.48e-05 1989 fov-steps/s eta 14h12m
[557500] phase C T=8 real=0.20 loss=0.4053 lr=2.50e-05 1856 fov-steps/s eta 14h28m
[557520] phase C T=8 real=0.20 loss=0.4046 lr=2.52e-05 1991 fov-steps/s eta 14h21m
[557540] phase C T=8 real=0.20 loss=0.3986 lr=2.54e-05 1991 fov-steps/s eta 14h16m
[557560] phase C T=8 real=0.20 loss=0.4133 lr=2.56e-05 1987 fov-steps/s eta 14h14m
[557580] phase C T=8 real=0.20 loss=0.4015 lr=2.58e-05 1991 fov-steps/s eta 14h11m
[557600] phase C T=8 real=0.20 loss=0.4060 lr=2.60e-05 1852 fov-steps/s eta 14h28m
[557620] phase C T=8 real=0.20 loss=0.4049 lr=2.62e-05 1985 fov-steps/s eta 14h22m
[557640] phase C T=8 real=0.20 loss=0.4049 lr=2.64e-05 1986 fov-steps/s eta 14h17m
[557660] phase C T=8 real=0.20 loss=0.3961 lr=2.66e-05 1987 fov-steps/s eta 14h14m
[557680] phase C T=8 real=0.20 loss=0.4062 lr=2.68e-05 1987 fov-steps/s eta 14h12m
[557700] phase C T=8 real=0.20 loss=0.4070 lr=2.70e-05 1872 fov-steps/s eta 14h25m
[557720] phase C T=8 real=0.20 loss=0.4017 lr=2.72e-05 1962 fov-steps/s eta 14h23m
[557740] phase C T=8 real=0.20 loss=0.4005 lr=2.74e-05 1989 fov-steps/s eta 14h18m
[557760] phase C T=8 real=0.20 loss=0.3974 lr=2.76e-05 1990 fov-steps/s eta 14h14m
[557780] phase C T=8 real=0.20 loss=0.4006 lr=2.78e-05 1986 fov-steps/s eta 14h12m
[557800] phase C T=8 real=0.20 loss=0.4120 lr=2.80e-05 1990 fov-steps/s eta 14h10m
[557820] phase C T=8 real=0.20 loss=0.4090 lr=2.82e-05 1837 fov-steps/s eta 14h28m
[557840] phase C T=8 real=0.20 loss=0.4027 lr=2.84e-05 1992 fov-steps/s eta 14h21m
[557860] phase C T=8 real=0.20 loss=0.4047 lr=2.86e-05 1992 fov-steps/s eta 14h16m
[557880] phase C T=8 real=0.20 loss=0.4024 lr=2.88e-05 1991 fov-steps/s eta 14h12m
[557900] phase C T=8 real=0.20 loss=0.4073 lr=2.90e-05 1988 fov-steps/s eta 14h10m
[557920] phase C T=8 real=0.20 loss=0.4031 lr=2.92e-05 1792 fov-steps/s eta 14h35m
[557940] phase C T=8 real=0.20 loss=0.4112 lr=2.94e-05 1990 fov-steps/s eta 14h25m
[557960] phase C T=8 real=0.20 loss=0.4024 lr=2.96e-05 1991 fov-steps/s eta 14h19m
[557980] phase C T=8 real=0.20 loss=0.4021 lr=2.98e-05 1991 fov-steps/s eta 14h14m
[558000] phase C T=8 real=0.20 loss=0.4018 lr=3.00e-05 1991 fov-steps/s eta 14h11m
[558020] phase C T=8 real=0.20 loss=0.4039 lr=3.02e-05 1907 fov-steps/s eta 14h20m
[558040] phase C T=8 real=0.20 loss=0.4128 lr=3.04e-05 1947 fov-steps/s eta 14h21m
[558060] phase C T=8 real=0.20 loss=0.4049 lr=3.06e-05 1994 fov-steps/s eta 14h15m
[558080] phase C T=8 real=0.20 loss=0.4080 lr=3.08e-05 1991 fov-steps/s eta 14h11m
[558100] phase C T=8 real=0.20 loss=0.4006 lr=3.10e-05 1992 fov-steps/s eta 14h09m
[558120] phase C T=8 real=0.20 loss=0.4058 lr=3.12e-05 1991 fov-steps/s eta 14h07m
[558140] phase C T=8 real=0.20 loss=0.4058 lr=3.14e-05 1846 fov-steps/s eta 14h25m
[558160] phase C T=8 real=0.20 loss=0.4062 lr=3.16e-05 1990 fov-steps/s eta 14h18m
[558180] phase C T=8 real=0.20 loss=0.4035 lr=3.18e-05 1992 fov-steps/s eta 14h14m
[558200] phase C T=8 real=0.20 loss=0.4110 lr=3.20e-05 1989 fov-steps/s eta 14h10m
[558220] phase C T=8 real=0.20 loss=0.3990 lr=3.22e-05 1987 fov-steps/s eta 14h09m
[558240] phase C T=8 real=0.20 loss=0.4036 lr=3.24e-05 1864 fov-steps/s eta 14h23m
[558260] phase C T=8 real=0.20 loss=0.4131 lr=3.26e-05 1984 fov-steps/s eta 14h18m
[558280] phase C T=8 real=0.20 loss=0.4032 lr=3.28e-05 1982 fov-steps/s eta 14h14m
[558300] phase C T=8 real=0.20 loss=0.4050 lr=3.30e-05 1983 fov-steps/s eta 14h12m
[558320] phase C T=8 real=0.20 loss=0.4088 lr=3.32e-05 1984 fov-steps/s eta 14h10m
[558340] phase C T=8 real=0.20 loss=0.4045 lr=3.34e-05 1901 fov-steps/s eta 14h19m
[558360] phase C T=8 real=0.20 loss=0.4052 lr=3.36e-05 1914 fov-steps/s eta 14h24m
[558380] phase C T=8 real=0.20 loss=0.4036 lr=3.38e-05 1989 fov-steps/s eta 14h18m
[558400] phase C T=8 real=0.20 loss=0.3978 lr=3.40e-05 1987 fov-steps/s eta 14h13m
[558420] phase C T=8 real=0.20 loss=0.3966 lr=3.42e-05 1990 fov-steps/s eta 14h10m
[558440] phase C T=8 real=0.20 loss=0.4027 lr=3.44e-05 1988 fov-steps/s eta 14h08m
[558460] phase C T=8 real=0.20 loss=0.3979 lr=3.46e-05 1836 fov-steps/s eta 14h26m
[558480] phase C T=8 real=0.20 loss=0.4017 lr=3.48e-05 1986 fov-steps/s eta 14h20m
[558500] phase C T=8 real=0.20 loss=0.3995 lr=3.50e-05 1982 fov-steps/s eta 14h15m
[558520] phase C T=8 real=0.20 loss=0.4025 lr=3.52e-05 1987 fov-steps/s eta 14h12m
[558540] phase C T=8 real=0.20 loss=0.4049 lr=3.54e-05 1984 fov-steps/s eta 14h09m
[558560] phase C T=8 real=0.20 loss=0.4038 lr=3.56e-05 1838 fov-steps/s eta 14h27m
[558580] phase C T=8 real=0.20 loss=0.4014 lr=3.58e-05 1992 fov-steps/s eta 14h19m
[558600] phase C T=8 real=0.20 loss=0.4065 lr=3.60e-05 1990 fov-steps/s eta 14h14m
[558620] phase C T=8 real=0.20 loss=0.4051 lr=3.62e-05 1985 fov-steps/s eta 14h11m
[558640] phase C T=8 real=0.20 loss=0.4030 lr=3.64e-05 1990 fov-steps/s eta 14h08m
[558660] phase C T=8 real=0.20 loss=0.4022 lr=3.66e-05 1951 fov-steps/s eta 14h11m
[558680] phase C T=8 real=0.20 loss=0.3986 lr=3.68e-05 1833 fov-steps/s eta 14h29m
[558700] phase C T=8 real=0.20 loss=0.4032 lr=3.70e-05 1990 fov-steps/s eta 14h20m
[558720] phase C T=8 real=0.20 loss=0.4090 lr=3.72e-05 1991 fov-steps/s eta 14h14m
[558740] phase C T=8 real=0.20 loss=0.4057 lr=3.74e-05 1992 fov-steps/s eta 14h10m
[558760] phase C T=8 real=0.20 loss=0.3943 lr=3.76e-05 1991 fov-steps/s eta 14h07m
[558780] phase C T=8 real=0.20 loss=0.4058 lr=3.78e-05 1859 fov-steps/s eta 14h22m
[558800] phase C T=8 real=0.20 loss=0.4095 lr=3.80e-05 1991 fov-steps/s eta 14h16m
[558820] phase C T=8 real=0.20 loss=0.3924 lr=3.82e-05 1991 fov-steps/s eta 14h11m
[558840] phase C T=8 real=0.20 loss=0.3959 lr=3.84e-05 1990 fov-steps/s eta 14h08m
[558860] phase C T=8 real=0.20 loss=0.4010 lr=3.86e-05 1990 fov-steps/s eta 14h06m
[558880] phase C T=8 real=0.20 loss=0.3996 lr=3.88e-05 1860 fov-steps/s eta 14h21m
[558900] phase C T=8 real=0.20 loss=0.4053 lr=3.90e-05 1898 fov-steps/s eta 14h27m
[558920] phase C T=8 real=0.20 loss=0.4026 lr=3.92e-05 1992 fov-steps/s eta 14h18m
[558940] phase C T=8 real=0.20 loss=0.4177 lr=3.94e-05 1988 fov-steps/s eta 14h13m
[558960] phase C T=8 real=0.20 loss=0.3971 lr=3.96e-05 1992 fov-steps/s eta 14h09m
[558980] phase C T=8 real=0.20 loss=0.4046 lr=3.98e-05 1970 fov-steps/s eta 14h09m
[559000] phase C T=8 real=0.20 loss=0.4070 lr=4.00e-05 1875 fov-steps/s eta 14h21m
[559020] phase C T=8 real=0.20 loss=0.4063 lr=4.02e-05 1966 fov-steps/s eta 14h18m
[559040] phase C T=8 real=0.20 loss=0.3998 lr=4.04e-05 1994 fov-steps/s eta 14h12m
[559060] phase C T=8 real=0.20 loss=0.4034 lr=4.06e-05 1988 fov-steps/s eta 14h08m
[559080] phase C T=8 real=0.20 loss=0.4012 lr=4.08e-05 1988 fov-steps/s eta 14h06m
[559100] phase C T=8 real=0.20 loss=0.4018 lr=4.10e-05 1894 fov-steps/s eta 14h16m
[559120] phase C T=8 real=0.20 loss=0.4051 lr=4.12e-05 1987 fov-steps/s eta 14h12m
[559140] phase C T=8 real=0.20 loss=0.4006 lr=4.14e-05 1987 fov-steps/s eta 14h08m
[559160] phase C T=8 real=0.20 loss=0.4019 lr=4.16e-05 1990 fov-steps/s eta 14h05m
[559180] phase C T=8 real=0.20 loss=0.4042 lr=4.18e-05 1986 fov-steps/s eta 14h04m
[559200] phase C T=8 real=0.20 loss=0.3994 lr=4.20e-05 1939 fov-steps/s eta 14h09m
[559220] phase C T=8 real=0.20 loss=0.4024 lr=4.22e-05 1918 fov-steps/s eta 14h15m
[559240] phase C T=8 real=0.20 loss=0.3985 lr=4.24e-05 1988 fov-steps/s eta 14h11m
[559260] phase C T=8 real=0.20 loss=0.4082 lr=4.26e-05 1992 fov-steps/s eta 14h07m
[559280] phase C T=8 real=0.20 loss=0.3990 lr=4.28e-05 1991 fov-steps/s eta 14h04m
[559300] phase C T=8 real=0.20 loss=0.4092 lr=4.30e-05 1986 fov-steps/s eta 14h03m
[559320] phase C T=8 real=0.20 loss=0.3980 lr=4.32e-05 1867 fov-steps/s eta 14h17m
[559340] phase C T=8 real=0.20 loss=0.4040 lr=4.34e-05 1984 fov-steps/s eta 14h12m
[559360] phase C T=8 real=0.20 loss=0.4043 lr=4.36e-05 1990 fov-steps/s eta 14h08m
[559380] phase C T=8 real=0.20 loss=0.4024 lr=4.38e-05 1986 fov-steps/s eta 14h06m
[559400] phase C T=8 real=0.20 loss=0.4038 lr=4.40e-05 1983 fov-steps/s eta 14h04m
[559420] phase C T=8 real=0.20 loss=0.3999 lr=4.42e-05 1844 fov-steps/s eta 14h21m
[559440] phase C T=8 real=0.20 loss=0.4056 lr=4.44e-05 1992 fov-steps/s eta 14h14m
[559460] phase C T=8 real=0.20 loss=0.4020 lr=4.46e-05 1989 fov-steps/s eta 14h09m
[559480] phase C T=8 real=0.20 loss=0.3996 lr=4.48e-05 1989 fov-steps/s eta 14h06m
[559500] phase C T=8 real=0.20 loss=0.3989 lr=4.50e-05 1987 fov-steps/s eta 14h04m
[559520] phase C T=8 real=0.20 loss=0.4007 lr=4.52e-05 1915 fov-steps/s eta 14h12m
[559540] phase C T=8 real=0.20 loss=0.4094 lr=4.54e-05 1936 fov-steps/s eta 14h14m
[559560] phase C T=8 real=0.20 loss=0.4032 lr=4.56e-05 1987 fov-steps/s eta 14h09m
[559580] phase C T=8 real=0.20 loss=0.4005 lr=4.58e-05 1991 fov-steps/s eta 14h06m
[559600] phase C T=8 real=0.20 loss=0.4066 lr=4.60e-05 1990 fov-steps/s eta 14h03m
[559620] phase C T=8 real=0.20 loss=0.4041 lr=4.62e-05 1987 fov-steps/s eta 14h02m
[559640] phase C T=8 real=0.20 loss=0.4058 lr=4.64e-05 1890 fov-steps/s eta 14h13m
[559660] phase C T=8 real=0.20 loss=0.4039 lr=4.66e-05 1991 fov-steps/s eta 14h08m
[559680] phase C T=8 real=0.20 loss=0.4062 lr=4.68e-05 1983 fov-steps/s eta 14h06m
[559700] phase C T=8 real=0.20 loss=0.3974 lr=4.70e-05 1990 fov-steps/s eta 14h03m
[559720] phase C T=8 real=0.20 loss=0.4048 lr=4.72e-05 1990 fov-steps/s eta 14h01m
[559740] phase C T=8 real=0.20 loss=0.4104 lr=4.74e-05 1834 fov-steps/s eta 14h20m
[559760] phase C T=8 real=0.20 loss=0.4018 lr=4.76e-05 1990 fov-steps/s eta 14h13m
[559780] phase C T=8 real=0.20 loss=0.4003 lr=4.78e-05 1991 fov-steps/s eta 14h08m
[559800] phase C T=8 real=0.20 loss=0.3930 lr=4.80e-05 1992 fov-steps/s eta 14h04m
[559820] phase C T=8 real=0.20 loss=0.4046 lr=4.82e-05 1991 fov-steps/s eta 14h02m
[559840] phase C T=8 real=0.20 loss=0.3947 lr=4.84e-05 1847 fov-steps/s eta 14h19m
[559860] phase C T=8 real=0.20 loss=0.3975 lr=4.86e-05 1928 fov-steps/s eta 14h20m
[559880] phase C T=8 real=0.20 loss=0.4028 lr=4.88e-05 1992 fov-steps/s eta 14h12m
[559900] phase C T=8 real=0.20 loss=0.3944 lr=4.90e-05 1990 fov-steps/s eta 14h07m
[559920] phase C T=8 real=0.20 loss=0.4032 lr=4.92e-05 1987 fov-steps/s eta 14h04m
[559940] phase C T=8 real=0.20 loss=0.4050 lr=4.94e-05 1988 fov-steps/s eta 14h02m
[559960] phase C T=8 real=0.20 loss=0.4079 lr=4.96e-05 1847 fov-steps/s eta 14h19m
[559980] phase C T=8 real=0.20 loss=0.4075 lr=4.98e-05 1983 fov-steps/s eta 14h12m
[560000] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1990 fov-steps/s eta 14h07m
[ckpt] /root/surf/ffn_run6/ckpt_560000.pt
[560020] phase C T=8 real=0.20 loss=0.4114 lr=5.00e-05 1988 fov-steps/s eta 14h04m
[560040] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1986 fov-steps/s eta 14h02m
[560060] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1867 fov-steps/s eta 14h16m
[560080] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1987 fov-steps/s eta 14h10m
[560100] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1990 fov-steps/s eta 14h05m
[560120] phase C T=8 real=0.20 loss=0.4064 lr=5.00e-05 1981 fov-steps/s eta 14h03m
[560140] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1986 fov-steps/s eta 14h01m
[560160] phase C T=8 real=0.20 loss=0.4056 lr=5.00e-05 1935 fov-steps/s eta 14h06m
[560180] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1901 fov-steps/s eta 14h14m
[560200] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1990 fov-steps/s eta 14h08m
[560220] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1985 fov-steps/s eta 14h05m
[560240] phase C T=8 real=0.20 loss=0.4032 lr=5.00e-05 1943 fov-steps/s eta 14h08m
[560260] phase C T=8 real=0.20 loss=0.4047 lr=5.00e-05 1981 fov-steps/s eta 14h05m
[560280] phase C T=8 real=0.20 loss=0.4056 lr=5.00e-05 1865 fov-steps/s eta 14h18m
[560300] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1991 fov-steps/s eta 14h11m
[560320] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1989 fov-steps/s eta 14h06m
[560340] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1965 fov-steps/s eta 14h05m
[560360] phase C T=8 real=0.20 loss=0.4055 lr=5.00e-05 1980 fov-steps/s eta 14h03m
[560380] phase C T=8 real=0.20 loss=0.4041 lr=5.00e-05 1858 fov-steps/s eta 14h18m
[560400] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1990 fov-steps/s eta 14h10m
[560420] phase C T=8 real=0.20 loss=0.4054 lr=5.00e-05 1987 fov-steps/s eta 14h06m
[560440] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1985 fov-steps/s eta 14h03m
[560460] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1988 fov-steps/s eta 14h00m
[560480] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1954 fov-steps/s eta 14h03m
[560500] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1889 fov-steps/s eta 14h13m
[560520] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1991 fov-steps/s eta 14h07m
[560540] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1986 fov-steps/s eta 14h03m
[560560] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1991 fov-steps/s eta 14h00m
[560580] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1988 fov-steps/s eta 13h58m
[560600] phase C T=8 real=0.20 loss=0.4039 lr=5.00e-05 1850 fov-steps/s eta 14h15m
[560620] phase C T=8 real=0.20 loss=0.4035 lr=5.00e-05 1987 fov-steps/s eta 14h08m
[560640] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1984 fov-steps/s eta 14h04m
[560660] phase C T=8 real=0.20 loss=0.4050 lr=5.00e-05 1985 fov-steps/s eta 14h02m
[560680] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1987 fov-steps/s eta 13h59m
[560700] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1867 fov-steps/s eta 14h13m
[560720] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1978 fov-steps/s eta 14h08m
[560740] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1989 fov-steps/s eta 14h04m
[560760] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1992 fov-steps/s eta 14h00m
[560780] phase C T=8 real=0.20 loss=0.4082 lr=5.00e-05 1993 fov-steps/s eta 13h57m
[560800] phase C T=8 real=0.20 loss=0.4083 lr=5.00e-05 1946 fov-steps/s eta 14h01m
[560820] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1905 fov-steps/s eta 14h09m
[560840] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1984 fov-steps/s eta 14h05m
[560860] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1981 fov-steps/s eta 14h02m
[560880] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1984 fov-steps/s eta 14h00m
[560900] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1970 fov-steps/s eta 14h00m
[560920] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1830 fov-steps/s eta 14h18m
[560940] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1989 fov-steps/s eta 14h10m
[560960] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1989 fov-steps/s eta 14h04m
[560980] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1993 fov-steps/s eta 14h00m
[561000] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1985 fov-steps/s eta 13h58m
[561020] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1870 fov-steps/s eta 14h11m
[561040] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1950 fov-steps/s eta 14h10m
[561060] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1991 fov-steps/s eta 14h04m
[561080] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1991 fov-steps/s eta 14h00m
[561100] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1991 fov-steps/s eta 13h57m
[561120] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1990 fov-steps/s eta 13h55m
[561140] phase C T=8 real=0.20 loss=0.4048 lr=5.00e-05 1876 fov-steps/s eta 14h08m
[561160] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1991 fov-steps/s eta 14h03m
[561180] phase C T=8 real=0.20 loss=0.4019 lr=5.00e-05 1992 fov-steps/s eta 13h59m
[561200] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1992 fov-steps/s eta 13h56m
[561220] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1992 fov-steps/s eta 13h54m
[561240] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1864 fov-steps/s eta 14h09m
[561260] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1992 fov-steps/s eta 14h03m
[561280] phase C T=8 real=0.20 loss=0.4023 lr=5.00e-05 1990 fov-steps/s eta 13h59m
[561300] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1991 fov-steps/s eta 13h56m
[561320] phase C T=8 real=0.20 loss=0.4047 lr=5.00e-05 1986 fov-steps/s eta 13h55m
[561340] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1896 fov-steps/s eta 14h05m
[561360] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1967 fov-steps/s eta 14h03m
[561380] phase C T=8 real=0.20 loss=0.4035 lr=5.00e-05 1986 fov-steps/s eta 14h00m
[561400] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1989 fov-steps/s eta 13h57m
[561420] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1990 fov-steps/s eta 13h55m
[561440] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1991 fov-steps/s eta 13h53m
[561460] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1863 fov-steps/s eta 14h08m
[561480] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1989 fov-steps/s eta 14h02m
[561500] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1988 fov-steps/s eta 13h59m
[561520] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1988 fov-steps/s eta 13h56m
[561540] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1991 fov-steps/s eta 13h54m
[561560] phase C T=8 real=0.20 loss=0.4065 lr=5.00e-05 1868 fov-steps/s eta 14h08m
[561580] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1986 fov-steps/s eta 14h03m
[561600] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1985 fov-steps/s eta 13h59m
[561620] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1993 fov-steps/s eta 13h55m
[561640] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1988 fov-steps/s eta 13h54m
[561660] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1930 fov-steps/s eta 14h00m
[561680] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1914 fov-steps/s eta 14h06m
[561700] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1991 fov-steps/s eta 14h00m
[561720] phase C T=8 real=0.20 loss=0.4076 lr=5.00e-05 1988 fov-steps/s eta 13h57m
[561740] phase C T=8 real=0.20 loss=0.4056 lr=5.00e-05 1992 fov-steps/s eta 13h54m
[561760] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 13h53m
[561780] phase C T=8 real=0.20 loss=0.4040 lr=5.00e-05 1850 fov-steps/s eta 14h10m
[561800] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1989 fov-steps/s eta 14h03m
[561820] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1990 fov-steps/s eta 13h58m
[561840] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1989 fov-steps/s eta 13h55m
[561860] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1985 fov-steps/s eta 13h54m
[561880] phase C T=8 real=0.20 loss=0.4033 lr=5.00e-05 1863 fov-steps/s eta 14h08m
[561900] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1990 fov-steps/s eta 14h02m
[561920] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1991 fov-steps/s eta 13h57m
[561940] phase C T=8 real=0.20 loss=0.4040 lr=5.00e-05 1991 fov-steps/s eta 13h54m
[561960] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1986 fov-steps/s eta 13h52m
[561980] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1940 fov-steps/s eta 13h57m
[562000] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1908 fov-steps/s eta 14h05m
[562020] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1989 fov-steps/s eta 13h59m
[562040] phase C T=8 real=0.20 loss=0.4052 lr=5.00e-05 1990 fov-steps/s eta 13h56m
[562060] phase C T=8 real=0.20 loss=0.4031 lr=5.00e-05 1977 fov-steps/s eta 13h55m
[562080] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1976 fov-steps/s eta 13h54m
[562100] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1747 fov-steps/s eta 14h24m
[562120] phase C T=8 real=0.20 loss=0.4049 lr=5.00e-05 1805 fov-steps/s eta 14h37m
[562140] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1951 fov-steps/s eta 14h27m
[562160] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1984 fov-steps/s eta 14h15m
[562180] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1988 fov-steps/s eta 14h06m
[562200] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1825 fov-steps/s eta 14h22m
[562220] phase C T=8 real=0.20 loss=0.4045 lr=5.00e-05 1946 fov-steps/s eta 14h17m
[562240] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1989 fov-steps/s eta 14h07m
[562260] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1992 fov-steps/s eta 14h00m
[562280] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1989 fov-steps/s eta 13h56m
[562300] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1983 fov-steps/s eta 13h54m
[562320] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1864 fov-steps/s eta 14h08m
[562340] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1945 fov-steps/s eta 14h07m
[562360] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1991 fov-steps/s eta 14h00m
[562380] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1990 fov-steps/s eta 13h55m
[562400] phase C T=8 real=0.20 loss=0.4026 lr=5.00e-05 1990 fov-steps/s eta 13h52m
[562420] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1858 fov-steps/s eta 14h07m
[562440] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1989 fov-steps/s eta 14h00m
[562460] phase C T=8 real=0.20 loss=0.4053 lr=5.00e-05 1986 fov-steps/s eta 13h56m
[562480] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1989 fov-steps/s eta 13h53m
[562500] phase C T=8 real=0.20 loss=0.4045 lr=5.00e-05 1991 fov-steps/s eta 13h50m
[ckpt] /root/surf/ffn_run6/ckpt_best.pt (NERL=0.3377 merge=0.0695)
[ckpt] /root/surf/ffn_run6/ckpt_merge_best.pt (NERL=0.3377 merge=0.0729)
[ckpt] /root/surf/ffn_run6/ckpt_core_best.pt (NERL=0.3377 merge=0.0695)
[val 562500] NERL all=0.3377 (real=0.3377 synth=0.1169) | merge all=0.0695 (real=0.0729 blind=0.0814) inst=159 | best_nerl=0.3377 best_realmerge=0.0729  <- NERL-BEST  <- MERGE-BEST  <- CORE-BEST (98s)
[val 562500] movement: panel_1step=0.1447 mean_steps=403.53 core_1step=0.3846
[val 562500] CORE (unlabelled target regime): score=0.00459 cov=0.1982 inst=13 valid=0.846 | best_core=0.00459
[562520] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1991 fov-steps/s eta 13h49m
[562540] phase C T=8 real=0.20 loss=0.4043 lr=5.00e-05 1999 fov-steps/s eta 13h46m
[562560] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1990 fov-steps/s eta 13h46m
[562580] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1810 fov-steps/s eta 14h08m
[562600] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1999 fov-steps/s eta 14h00m
[562620] phase C T=8 real=0.20 loss=0.4033 lr=5.00e-05 1978 fov-steps/s eta 13h57m
[562640] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1988 fov-steps/s eta 13h53m
[562660] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1995 fov-steps/s eta 13h50m
[562680] phase C T=8 real=0.20 loss=0.4048 lr=5.00e-05 1860 fov-steps/s eta 14h05m
[562700] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1993 fov-steps/s eta 13h58m
[562720] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1993 fov-steps/s eta 13h53m
[562740] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1992 fov-steps/s eta 13h50m
[562760] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1992 fov-steps/s eta 13h48m
[562780] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1937 fov-steps/s eta 13h53m
[562800] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1910 fov-steps/s eta 14h01m
[562820] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1986 fov-steps/s eta 13h56m
[562840] phase C T=8 real=0.20 loss=0.4073 lr=5.00e-05 1991 fov-steps/s eta 13h52m
[562860] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1991 fov-steps/s eta 13h49m
[562880] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1986 fov-steps/s eta 13h48m
[562900] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1859 fov-steps/s eta 14h03m
[562920] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1987 fov-steps/s eta 13h57m
[562940] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1990 fov-steps/s eta 13h53m
[562960] phase C T=8 real=0.20 loss=0.4061 lr=5.00e-05 1989 fov-steps/s eta 13h50m
[562980] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1986 fov-steps/s eta 13h48m
[563000] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1945 fov-steps/s eta 13h52m
[563020] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1906 fov-steps/s eta 14h00m
[563040] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1987 fov-steps/s eta 13h55m
[563060] phase C T=8 real=0.20 loss=0.4046 lr=5.00e-05 1989 fov-steps/s eta 13h51m
[563080] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1990 fov-steps/s eta 13h49m
[563100] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1987 fov-steps/s eta 13h47m
[563120] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1857 fov-steps/s eta 14h03m
[563140] phase C T=8 real=0.20 loss=0.4067 lr=5.00e-05 1986 fov-steps/s eta 13h57m
[563160] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1984 fov-steps/s eta 13h53m
[563180] phase C T=8 real=0.20 loss=0.4080 lr=5.00e-05 1981 fov-steps/s eta 13h51m
[563200] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1983 fov-steps/s eta 13h49m
[563220] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1852 fov-steps/s eta 14h04m
[563240] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1987 fov-steps/s eta 13h58m
[563260] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1984 fov-steps/s eta 13h54m
[563280] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1977 fov-steps/s eta 13h52m
[563300] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1977 fov-steps/s eta 13h50m
[563320] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1931 fov-steps/s eta 13h55m
[563340] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1903 fov-steps/s eta 14h02m
[563360] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1986 fov-steps/s eta 13h56m
[563380] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1987 fov-steps/s eta 13h52m
[563400] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1985 fov-steps/s eta 13h49m
[563420] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1978 fov-steps/s eta 13h48m
[563440] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1882 fov-steps/s eta 14h00m
[563460] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1985 fov-steps/s eta 13h54m
[563480] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1984 fov-steps/s eta 13h51m
[563500] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1986 fov-steps/s eta 13h48m
[563520] phase C T=8 real=0.20 loss=0.4026 lr=5.00e-05 1981 fov-steps/s eta 13h47m
[563540] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1872 fov-steps/s eta 14h00m
[563560] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1981 fov-steps/s eta 13h55m
[563580] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1985 fov-steps/s eta 13h51m
[563600] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1984 fov-steps/s eta 13h49m
[563620] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1986 fov-steps/s eta 13h46m
[563640] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1932 fov-steps/s eta 13h52m
[563660] phase C T=8 real=0.20 loss=0.4043 lr=5.00e-05 1909 fov-steps/s eta 13h58m
[563680] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1985 fov-steps/s eta 13h53m
[563700] phase C T=8 real=0.20 loss=0.4087 lr=5.00e-05 1983 fov-steps/s eta 13h50m
[563720] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1985 fov-steps/s eta 13h48m
[563740] phase C T=8 real=0.20 loss=0.4101 lr=5.00e-05 1984 fov-steps/s eta 13h46m
[563760] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1873 fov-steps/s eta 13h59m
[563780] phase C T=8 real=0.20 loss=0.4028 lr=5.00e-05 1985 fov-steps/s eta 13h53m
[563800] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1984 fov-steps/s eta 13h50m
[563820] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1976 fov-steps/s eta 13h48m
[563840] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1983 fov-steps/s eta 13h46m
[563860] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1860 fov-steps/s eta 14h01m
[563880] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1984 fov-steps/s eta 13h55m
[563900] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1984 fov-steps/s eta 13h51m
[563920] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1985 fov-steps/s eta 13h48m
[563940] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1985 fov-steps/s eta 13h46m
[563960] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1886 fov-steps/s eta 13h57m
[563980] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1903 fov-steps/s eta 14h02m
[564000] phase C T=8 real=0.20 loss=0.4059 lr=5.00e-05 1986 fov-steps/s eta 13h55m
[564020] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1986 fov-steps/s eta 13h51m
[564040] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1983 fov-steps/s eta 13h48m
[564060] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1982 fov-steps/s eta 13h46m
[564080] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1871 fov-steps/s eta 13h59m
[564100] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1984 fov-steps/s eta 13h53m
[564120] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1980 fov-steps/s eta 13h50m
[564140] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1979 fov-steps/s eta 13h47m
[564160] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1983 fov-steps/s eta 13h45m
[564180] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1847 fov-steps/s eta 14h01m
[564200] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1988 fov-steps/s eta 13h54m
[564220] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1985 fov-steps/s eta 13h50m
[564240] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1987 fov-steps/s eta 13h46m
[564260] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1986 fov-steps/s eta 13h44m
[564280] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1938 fov-steps/s eta 13h49m
[564300] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1890 fov-steps/s eta 13h58m
[564320] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1984 fov-steps/s eta 13h52m
[564340] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1986 fov-steps/s eta 13h48m
[564360] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1985 fov-steps/s eta 13h45m
[564380] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1984 fov-steps/s eta 13h43m
[564400] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1855 fov-steps/s eta 13h59m
[564420] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1984 fov-steps/s eta 13h53m
[564440] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1985 fov-steps/s eta 13h48m
[564460] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1984 fov-steps/s eta 13h45m
[564480] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1983 fov-steps/s eta 13h44m
[564500] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1867 fov-steps/s eta 13h57m
[564520] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1984 fov-steps/s eta 13h51m
[564540] phase C T=8 real=0.20 loss=0.4041 lr=5.00e-05 1981 fov-steps/s eta 13h48m
[564560] phase C T=8 real=0.20 loss=0.4050 lr=5.00e-05 1983 fov-steps/s eta 13h45m
[564580] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1982 fov-steps/s eta 13h43m
[564600] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1932 fov-steps/s eta 13h48m
[564620] phase C T=8 real=0.20 loss=0.4050 lr=5.00e-05 1884 fov-steps/s eta 13h58m
[564640] phase C T=8 real=0.20 loss=0.4026 lr=5.00e-05 1982 fov-steps/s eta 13h52m
[564660] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1977 fov-steps/s eta 13h49m
[564680] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1983 fov-steps/s eta 13h46m
[564700] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1981 fov-steps/s eta 13h44m
[564720] phase C T=8 real=0.20 loss=0.4039 lr=5.00e-05 1848 fov-steps/s eta 13h59m
[564740] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1982 fov-steps/s eta 13h53m
[564760] phase C T=8 real=0.20 loss=0.4042 lr=5.00e-05 1978 fov-steps/s eta 13h49m
[564780] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1984 fov-steps/s eta 13h46m
[564800] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1984 fov-steps/s eta 13h43m
[564820] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1858 fov-steps/s eta 13h57m
[564840] phase C T=8 real=0.20 loss=0.4026 lr=5.00e-05 1987 fov-steps/s eta 13h51m
[564860] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1987 fov-steps/s eta 13h46m
[564880] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1980 fov-steps/s eta 13h44m
[564900] phase C T=8 real=0.20 loss=0.4063 lr=5.00e-05 1984 fov-steps/s eta 13h42m
[564920] phase C T=8 real=0.20 loss=0.4026 lr=5.00e-05 1921 fov-steps/s eta 13h48m
[564940] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1923 fov-steps/s eta 13h53m
[564960] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1984 fov-steps/s eta 13h48m
[564980] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1983 fov-steps/s eta 13h44m
[565000] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1984 fov-steps/s eta 13h42m
[ckpt] /root/surf/ffn_run6/ckpt_565000.pt
[565020] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1973 fov-steps/s eta 13h42m
[565040] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1865 fov-steps/s eta 13h55m
[565060] phase C T=8 real=0.20 loss=0.4056 lr=5.00e-05 1986 fov-steps/s eta 13h49m
[565080] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1986 fov-steps/s eta 13h45m
[565100] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1986 fov-steps/s eta 13h42m
[565120] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1978 fov-steps/s eta 13h41m
[565140] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1855 fov-steps/s eta 13h56m
[565160] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1983 fov-steps/s eta 13h50m
[565180] phase C T=8 real=0.20 loss=0.4047 lr=5.00e-05 1989 fov-steps/s eta 13h45m
[565200] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1988 fov-steps/s eta 13h42m
[565220] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1985 fov-steps/s eta 13h40m
[565240] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1945 fov-steps/s eta 13h43m
[565260] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1899 fov-steps/s eta 13h52m
[565280] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1944 fov-steps/s eta 13h52m
[565300] phase C T=8 real=0.20 loss=0.4061 lr=5.00e-05 1977 fov-steps/s eta 13h48m
[565320] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1979 fov-steps/s eta 13h45m
[565340] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1979 fov-steps/s eta 13h42m
[565360] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1862 fov-steps/s eta 13h56m
[565380] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1984 fov-steps/s eta 13h49m
[565400] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1985 fov-steps/s eta 13h45m
[565420] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1984 fov-steps/s eta 13h42m
[565440] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1985 fov-steps/s eta 13h39m
[565460] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1856 fov-steps/s eta 13h54m
[565480] phase C T=8 real=0.20 loss=0.4072 lr=5.00e-05 1968 fov-steps/s eta 13h50m
[565500] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1985 fov-steps/s eta 13h45m
[565520] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1986 fov-steps/s eta 13h42m
[565540] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1987 fov-steps/s eta 13h39m
[565560] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1964 fov-steps/s eta 13h40m
[565580] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1880 fov-steps/s eta 13h51m
[565600] phase C T=8 real=0.20 loss=0.4032 lr=5.00e-05 1986 fov-steps/s eta 13h46m
[565620] phase C T=8 real=0.20 loss=0.4023 lr=5.00e-05 1984 fov-steps/s eta 13h42m
[565640] phase C T=8 real=0.20 loss=0.4111 lr=5.00e-05 1987 fov-steps/s eta 13h39m
[565660] phase C T=8 real=0.20 loss=0.4063 lr=5.00e-05 1985 fov-steps/s eta 13h37m
[565680] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1857 fov-steps/s eta 13h52m
[565700] phase C T=8 real=0.20 loss=0.4094 lr=5.00e-05 1977 fov-steps/s eta 13h48m
[565720] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1987 fov-steps/s eta 13h43m
[565740] phase C T=8 real=0.20 loss=0.4043 lr=5.00e-05 1986 fov-steps/s eta 13h40m
[565760] phase C T=8 real=0.20 loss=0.4084 lr=5.00e-05 1986 fov-steps/s eta 13h38m
[565780] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1874 fov-steps/s eta 13h50m
[565800] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1965 fov-steps/s eta 13h47m
[565820] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1982 fov-steps/s eta 13h43m
[565840] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1984 fov-steps/s eta 13h40m
[565860] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1983 fov-steps/s eta 13h38m
[565880] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1947 fov-steps/s eta 13h41m
[565900] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1876 fov-steps/s eta 13h52m
[565920] phase C T=8 real=0.20 loss=0.4037 lr=5.00e-05 1988 fov-steps/s eta 13h46m
[565940] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1969 fov-steps/s eta 13h44m
[565960] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1983 fov-steps/s eta 13h40m
[565980] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1988 fov-steps/s eta 13h37m
[566000] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1851 fov-steps/s eta 13h53m
[566020] phase C T=8 real=0.20 loss=0.4034 lr=5.00e-05 1983 fov-steps/s eta 13h47m
[566040] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1983 fov-steps/s eta 13h42m
[566060] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1984 fov-steps/s eta 13h39m
[566080] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1987 fov-steps/s eta 13h37m
[566100] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1899 fov-steps/s eta 13h46m
[566120] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1951 fov-steps/s eta 13h46m
[566140] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1984 fov-steps/s eta 13h41m
[566160] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1982 fov-steps/s eta 13h39m
[566180] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1987 fov-steps/s eta 13h36m
[566200] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1985 fov-steps/s eta 13h35m
[566220] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1864 fov-steps/s eta 13h49m
[566240] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1986 fov-steps/s eta 13h43m
[566260] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1982 fov-steps/s eta 13h40m
[566280] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1985 fov-steps/s eta 13h37m
[566300] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1987 fov-steps/s eta 13h35m
[566320] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1852 fov-steps/s eta 13h50m
[566340] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1987 fov-steps/s eta 13h44m
[566360] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1984 fov-steps/s eta 13h40m
[566380] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1983 fov-steps/s eta 13h37m
[566400] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1987 fov-steps/s eta 13h35m
[566420] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1942 fov-steps/s eta 13h39m
[566440] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1894 fov-steps/s eta 13h47m
[566460] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1986 fov-steps/s eta 13h42m
[566480] phase C T=8 real=0.20 loss=0.4106 lr=5.00e-05 1983 fov-steps/s eta 13h39m
[566500] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1982 fov-steps/s eta 13h36m
[566520] phase C T=8 real=0.20 loss=0.4086 lr=5.00e-05 1984 fov-steps/s eta 13h34m
[566540] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1867 fov-steps/s eta 13h48m
[566560] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1987 fov-steps/s eta 13h42m
[566580] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1987 fov-steps/s eta 13h38m
[566600] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1967 fov-steps/s eta 13h37m
[566620] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1971 fov-steps/s eta 13h37m
[566640] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1864 fov-steps/s eta 13h50m
[566660] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1963 fov-steps/s eta 13h46m
[566680] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1983 fov-steps/s eta 13h41m
[566700] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1986 fov-steps/s eta 13h37m
[566720] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1982 fov-steps/s eta 13h35m
[566740] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1969 fov-steps/s eta 13h35m
[566760] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1876 fov-steps/s eta 13h47m
[566780] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1983 fov-steps/s eta 13h41m
[566800] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1982 fov-steps/s eta 13h38m
[566820] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1985 fov-steps/s eta 13h35m
[566840] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1984 fov-steps/s eta 13h33m
[566860] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1865 fov-steps/s eta 13h47m
[566880] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1985 fov-steps/s eta 13h41m
[566900] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1987 fov-steps/s eta 13h37m
[566920] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1985 fov-steps/s eta 13h34m
[566940] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1986 fov-steps/s eta 13h32m
[566960] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1863 fov-steps/s eta 13h46m
[566980] phase C T=8 real=0.20 loss=0.4053 lr=5.00e-05 1967 fov-steps/s eta 13h43m
[567000] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1985 fov-steps/s eta 13h38m
[567020] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1987 fov-steps/s eta 13h35m
[567040] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1987 fov-steps/s eta 13h32m
[567060] phase C T=8 real=0.20 loss=0.4052 lr=5.00e-05 1961 fov-steps/s eta 13h34m
[567080] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1889 fov-steps/s eta 13h44m
[567100] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1975 fov-steps/s eta 13h40m
[567120] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1983 fov-steps/s eta 13h36m
[567140] phase C T=8 real=0.20 loss=0.4006 lr=5.00e-05 1983 fov-steps/s eta 13h34m
[567160] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1982 fov-steps/s eta 13h32m
[567180] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1861 fov-steps/s eta 13h46m
[567200] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1982 fov-steps/s eta 13h40m
[567220] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1986 fov-steps/s eta 13h36m
[567240] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1980 fov-steps/s eta 13h34m
[567260] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1970 fov-steps/s eta 13h33m
[567280] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1910 fov-steps/s eta 13h41m
[567300] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1939 fov-steps/s eta 13h42m
[567320] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1983 fov-steps/s eta 13h37m
[567340] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1983 fov-steps/s eta 13h34m
[567360] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1983 fov-steps/s eta 13h32m
[567380] phase C T=8 real=0.20 loss=0.4045 lr=5.00e-05 1982 fov-steps/s eta 13h31m
[567400] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1835 fov-steps/s eta 13h48m
[567420] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1986 fov-steps/s eta 13h41m
[567440] phase C T=8 real=0.20 loss=0.4023 lr=5.00e-05 1988 fov-steps/s eta 13h36m
[567460] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1985 fov-steps/s eta 13h33m
[567480] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1986 fov-steps/s eta 13h31m
[567500] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1848 fov-steps/s eta 13h46m
[567520] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1987 fov-steps/s eta 13h39m
[567540] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1985 fov-steps/s eta 13h35m
[567560] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1985 fov-steps/s eta 13h32m
[567580] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1984 fov-steps/s eta 13h30m
[567600] phase C T=8 real=0.20 loss=0.4016 lr=5.00e-05 1884 fov-steps/s eta 13h41m
[567620] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1943 fov-steps/s eta 13h41m
[567640] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1985 fov-steps/s eta 13h36m
[567660] phase C T=8 real=0.20 loss=0.4054 lr=5.00e-05 1982 fov-steps/s eta 13h33m
[567680] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1985 fov-steps/s eta 13h31m
[567700] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1983 fov-steps/s eta 13h29m
[567720] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1853 fov-steps/s eta 13h44m
[567740] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1983 fov-steps/s eta 13h38m
[567760] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1983 fov-steps/s eta 13h34m
[567780] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1981 fov-steps/s eta 13h32m
[567800] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1982 fov-steps/s eta 13h30m
[567820] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1864 fov-steps/s eta 13h43m
[567840] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1986 fov-steps/s eta 13h37m
[567860] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1985 fov-steps/s eta 13h33m
[567880] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1982 fov-steps/s eta 13h31m
[567900] phase C T=8 real=0.20 loss=0.4040 lr=5.00e-05 1979 fov-steps/s eta 13h29m
[567920] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1870 fov-steps/s eta 13h42m
[567940] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1936 fov-steps/s eta 13h42m
[567960] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1984 fov-steps/s eta 13h37m
[567980] phase C T=8 real=0.20 loss=0.4073 lr=5.00e-05 1986 fov-steps/s eta 13h33m
[568000] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1985 fov-steps/s eta 13h30m
[568020] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1949 fov-steps/s eta 13h32m
[568040] phase C T=8 real=0.20 loss=0.4030 lr=5.00e-05 1867 fov-steps/s eta 13h44m
[568060] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1985 fov-steps/s eta 13h38m
[568080] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1984 fov-steps/s eta 13h33m
[568100] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1977 fov-steps/s eta 13h31m
[568120] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1985 fov-steps/s eta 13h29m
[568140] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1847 fov-steps/s eta 13h44m
[568160] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1983 fov-steps/s eta 13h38m
[568180] phase C T=8 real=0.20 loss=0.4050 lr=5.00e-05 1984 fov-steps/s eta 13h33m
[568200] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1985 fov-steps/s eta 13h30m
[568220] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1985 fov-steps/s eta 13h28m
[568240] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1858 fov-steps/s eta 13h42m
[568260] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1980 fov-steps/s eta 13h36m
[568280] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1986 fov-steps/s eta 13h32m
[568300] phase C T=8 real=0.20 loss=0.4016 lr=5.00e-05 1983 fov-steps/s eta 13h29m
[568320] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1984 fov-steps/s eta 13h27m
[568340] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1977 fov-steps/s eta 13h26m
[568360] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1883 fov-steps/s eta 13h38m
[568380] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1981 fov-steps/s eta 13h33m
[568400] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1986 fov-steps/s eta 13h30m
[568420] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1985 fov-steps/s eta 13h27m
[568440] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1982 fov-steps/s eta 13h26m
[568460] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1848 fov-steps/s eta 13h42m
[568480] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1984 fov-steps/s eta 13h35m
[568500] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1984 fov-steps/s eta 13h31m
[568520] phase C T=8 real=0.20 loss=0.4048 lr=5.00e-05 1982 fov-steps/s eta 13h28m
[568540] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1985 fov-steps/s eta 13h26m
[568560] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1820 fov-steps/s eta 13h45m
[568580] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1982 fov-steps/s eta 13h38m
[568600] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1961 fov-steps/s eta 13h36m
[568620] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1986 fov-steps/s eta 13h31m
[568640] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1985 fov-steps/s eta 13h28m
[568660] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1957 fov-steps/s eta 13h29m
[568680] phase C T=8 real=0.20 loss=0.4023 lr=5.00e-05 1874 fov-steps/s eta 13h40m
[568700] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1980 fov-steps/s eta 13h35m
[568720] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1985 fov-steps/s eta 13h30m
[568740] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1984 fov-steps/s eta 13h27m
[568760] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1984 fov-steps/s eta 13h25m
[568780] phase C T=8 real=0.20 loss=0.4051 lr=5.00e-05 1861 fov-steps/s eta 13h39m
[568800] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1980 fov-steps/s eta 13h34m
[568820] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1983 fov-steps/s eta 13h30m
[568840] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1984 fov-steps/s eta 13h27m
[568860] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1982 fov-steps/s eta 13h25m
[568880] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1914 fov-steps/s eta 13h32m
[568900] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1917 fov-steps/s eta 13h37m
[568920] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1986 fov-steps/s eta 13h31m
[568940] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1982 fov-steps/s eta 13h28m
[568960] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1985 fov-steps/s eta 13h25m
[568980] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1979 fov-steps/s eta 13h24m
[569000] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1853 fov-steps/s eta 13h39m
[569020] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1982 fov-steps/s eta 13h33m
[569040] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1983 fov-steps/s eta 13h29m
[569060] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1984 fov-steps/s eta 13h26m
[569080] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1984 fov-steps/s eta 13h24m
[569100] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1861 fov-steps/s eta 13h38m
[569120] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1983 fov-steps/s eta 13h32m
[569140] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1984 fov-steps/s eta 13h28m
[569160] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1985 fov-steps/s eta 13h25m
[569180] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1983 fov-steps/s eta 13h23m
[569200] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1946 fov-steps/s eta 13h26m
[569220] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1896 fov-steps/s eta 13h35m
[569240] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1982 fov-steps/s eta 13h30m
[569260] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1964 fov-steps/s eta 13h29m
[569280] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1982 fov-steps/s eta 13h26m
[569300] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1984 fov-steps/s eta 13h24m
[569320] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1845 fov-steps/s eta 13h39m
[569340] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1986 fov-steps/s eta 13h32m
[569360] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1987 fov-steps/s eta 13h28m
[569380] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1987 fov-steps/s eta 13h24m
[569400] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1986 fov-steps/s eta 13h22m
[569420] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1871 fov-steps/s eta 13h35m
[569440] phase C T=8 real=0.20 loss=0.4037 lr=5.00e-05 1966 fov-steps/s eta 13h32m
[569460] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1986 fov-steps/s eta 13h27m
[569480] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1985 fov-steps/s eta 13h24m
[569500] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1983 fov-steps/s eta 13h22m
[569520] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1944 fov-steps/s eta 13h25m
[569540] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1910 fov-steps/s eta 13h32m
[569560] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1980 fov-steps/s eta 13h28m
[569580] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1984 fov-steps/s eta 13h25m
[569600] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1986 fov-steps/s eta 13h22m
[569620] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1986 fov-steps/s eta 13h20m
[569640] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1864 fov-steps/s eta 13h34m
[569660] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1985 fov-steps/s eta 13h28m
[569680] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1988 fov-steps/s eta 13h24m
[569700] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1982 fov-steps/s eta 13h22m
[569720] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1985 fov-steps/s eta 13h20m
[569740] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1879 fov-steps/s eta 13h32m
[569760] phase C T=8 real=0.20 loss=0.4100 lr=5.00e-05 1971 fov-steps/s eta 13h29m
[569780] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1987 fov-steps/s eta 13h24m
[569800] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1986 fov-steps/s eta 13h22m
[569820] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1986 fov-steps/s eta 13h20m
[569840] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1938 fov-steps/s eta 13h24m
[569860] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1899 fov-steps/s eta 13h32m
[569880] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1987 fov-steps/s eta 13h27m
[569900] phase C T=8 real=0.20 loss=0.4042 lr=5.00e-05 1986 fov-steps/s eta 13h23m
[569920] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1976 fov-steps/s eta 13h22m
[569940] phase C T=8 real=0.20 loss=0.4016 lr=5.00e-05 1987 fov-steps/s eta 13h19m
[569960] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1854 fov-steps/s eta 13h34m
[569980] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1983 fov-steps/s eta 13h28m
[570000] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1986 fov-steps/s eta 13h24m
[ckpt] /root/surf/ffn_run6/ckpt_570000.pt
[570020] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1983 fov-steps/s eta 13h22m
[570040] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1987 fov-steps/s eta 13h19m
[570060] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1884 fov-steps/s eta 13h30m
[570080] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1956 fov-steps/s eta 13h29m
[570100] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1986 fov-steps/s eta 13h24m
[570120] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1983 fov-steps/s eta 13h21m
[570140] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1986 fov-steps/s eta 13h19m
[570160] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1973 fov-steps/s eta 13h19m
[570180] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1873 fov-steps/s eta 13h31m
[570200] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1985 fov-steps/s eta 13h26m
[570220] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1985 fov-steps/s eta 13h22m
[570240] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1981 fov-steps/s eta 13h20m
[570260] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1985 fov-steps/s eta 13h18m
[570280] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1870 fov-steps/s eta 13h31m
[570300] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1984 fov-steps/s eta 13h26m
[570320] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1984 fov-steps/s eta 13h22m
[570340] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1983 fov-steps/s eta 13h20m
[570360] phase C T=8 real=0.20 loss=0.4006 lr=5.00e-05 1984 fov-steps/s eta 13h18m
[570380] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1871 fov-steps/s eta 13h30m
[570400] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1966 fov-steps/s eta 13h27m
[570420] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1985 fov-steps/s eta 13h23m
[570440] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1985 fov-steps/s eta 13h20m
[570460] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1982 fov-steps/s eta 13h18m
[570480] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1976 fov-steps/s eta 13h17m
[570500] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1888 fov-steps/s eta 13h28m
[570520] phase C T=8 real=0.20 loss=0.4030 lr=5.00e-05 1982 fov-steps/s eta 13h24m
[570540] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1985 fov-steps/s eta 13h20m
[570560] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1984 fov-steps/s eta 13h18m
[570580] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1967 fov-steps/s eta 13h18m
[570600] phase C T=8 real=0.20 loss=0.3781 lr=5.00e-05 1843 fov-steps/s eta 13h34m
[570620] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1981 fov-steps/s eta 13h28m
[570640] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1977 fov-steps/s eta 13h24m
[570660] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1978 fov-steps/s eta 13h21m
[570680] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1975 fov-steps/s eta 13h19m
[570700] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1880 fov-steps/s eta 13h30m
[570720] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1977 fov-steps/s eta 13h25m
[570740] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1990 fov-steps/s eta 13h21m
[570760] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1986 fov-steps/s eta 13h18m
[570780] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1984 fov-steps/s eta 13h16m
[570800] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1961 fov-steps/s eta 13h17m
[570820] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1887 fov-steps/s eta 13h27m
[570840] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1981 fov-steps/s eta 13h23m
[570860] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1981 fov-steps/s eta 13h20m
[570880] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1983 fov-steps/s eta 13h17m
[570900] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1982 fov-steps/s eta 13h16m
[570920] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1848 fov-steps/s eta 13h31m
[570940] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1981 fov-steps/s eta 13h25m
[570960] phase C T=8 real=0.20 loss=0.4051 lr=5.00e-05 1978 fov-steps/s eta 13h22m
[570980] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1981 fov-steps/s eta 13h19m
[571000] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1980 fov-steps/s eta 13h17m
[571020] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1873 fov-steps/s eta 13h29m
[571040] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1962 fov-steps/s eta 13h26m
[571060] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1984 fov-steps/s eta 13h21m
[571080] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1983 fov-steps/s eta 13h18m
[571100] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1981 fov-steps/s eta 13h16m
[571120] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1950 fov-steps/s eta 13h18m
[571140] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1893 fov-steps/s eta 13h27m
[571160] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1982 fov-steps/s eta 13h22m
[571180] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1984 fov-steps/s eta 13h18m
[571200] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1982 fov-steps/s eta 13h16m
[571220] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1983 fov-steps/s eta 13h14m
[571240] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1828 fov-steps/s eta 13h32m
[571260] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1979 fov-steps/s eta 13h26m
[571280] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1985 fov-steps/s eta 13h21m
[571300] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1984 fov-steps/s eta 13h17m
[571320] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1984 fov-steps/s eta 13h15m
[571340] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1902 fov-steps/s eta 13h23m
[571360] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1982 fov-steps/s eta 13h19m
[571380] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1980 fov-steps/s eta 13h17m
[571400] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1983 fov-steps/s eta 13h14m
[571420] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1985 fov-steps/s eta 13h13m
[571440] phase C T=8 real=0.20 loss=0.4064 lr=5.00e-05 1909 fov-steps/s eta 13h21m
[571460] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1918 fov-steps/s eta 13h25m
[571480] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1980 fov-steps/s eta 13h21m
[571500] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1984 fov-steps/s eta 13h17m
[571520] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1985 fov-steps/s eta 13h14m
[571540] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1965 fov-steps/s eta 13h15m
[571560] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1856 fov-steps/s eta 13h29m
[571580] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1978 fov-steps/s eta 13h23m
[571600] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1914 fov-steps/s eta 13h27m
[571620] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1982 fov-steps/s eta 13h22m
[571640] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1983 fov-steps/s eta 13h18m
[571660] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1837 fov-steps/s eta 13h33m
[571680] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1970 fov-steps/s eta 13h27m
[571700] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1985 fov-steps/s eta 13h21m
[571720] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1985 fov-steps/s eta 13h17m
[571740] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1981 fov-steps/s eta 13h14m
[571760] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1968 fov-steps/s eta 13h14m
[571780] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1858 fov-steps/s eta 13h28m
[571800] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1986 fov-steps/s eta 13h21m
[571820] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1984 fov-steps/s eta 13h17m
[571840] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1983 fov-steps/s eta 13h14m
[571860] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1987 fov-steps/s eta 13h12m
[571880] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1825 fov-steps/s eta 13h30m
[571900] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1957 fov-steps/s eta 13h26m
[571920] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1951 fov-steps/s eta 13h24m
[571940] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1987 fov-steps/s eta 13h19m
[571960] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1983 fov-steps/s eta 13h15m
[571980] phase C T=8 real=0.20 loss=0.4069 lr=5.00e-05 1860 fov-steps/s eta 13h28m
[572000] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1943 fov-steps/s eta 13h26m
[572020] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1981 fov-steps/s eta 13h21m
[572040] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1984 fov-steps/s eta 13h16m
[572060] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1982 fov-steps/s eta 13h13m
[572080] phase C T=8 real=0.20 loss=0.4069 lr=5.00e-05 1950 fov-steps/s eta 13h15m
[572100] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1896 fov-steps/s eta 13h23m
[572120] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1983 fov-steps/s eta 13h18m
[572140] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1986 fov-steps/s eta 13h14m
[572160] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1986 fov-steps/s eta 13h11m
[572180] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1986 fov-steps/s eta 13h09m
[572200] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1850 fov-steps/s eta 13h25m
[572220] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1984 fov-steps/s eta 13h19m
[572240] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1985 fov-steps/s eta 13h15m
[572260] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1986 fov-steps/s eta 13h12m
[572280] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1985 fov-steps/s eta 13h10m
[572300] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1848 fov-steps/s eta 13h25m
[572320] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1983 fov-steps/s eta 13h19m
[572340] phase C T=8 real=0.20 loss=0.4129 lr=5.00e-05 1983 fov-steps/s eta 13h15m
[572360] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1982 fov-steps/s eta 13h12m
[572380] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1981 fov-steps/s eta 13h10m
[572400] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1962 fov-steps/s eta 13h11m
[572420] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1906 fov-steps/s eta 13h19m
[572440] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1984 fov-steps/s eta 13h14m
[572460] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1983 fov-steps/s eta 13h11m
[572480] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1982 fov-steps/s eta 13h10m
[572500] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1984 fov-steps/s eta 13h08m
[572520] phase C T=8 real=0.20 loss=0.4032 lr=5.00e-05 1885 fov-steps/s eta 13h19m
[572540] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1984 fov-steps/s eta 13h14m
[572560] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1978 fov-steps/s eta 13h12m
[572580] phase C T=8 real=0.20 loss=0.4033 lr=5.00e-05 1939 fov-steps/s eta 13h15m
[572600] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1980 fov-steps/s eta 13h12m
[572620] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1897 fov-steps/s eta 13h20m
[572640] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1934 fov-steps/s eta 13h21m
[572660] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1975 fov-steps/s eta 13h17m
[572680] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1973 fov-steps/s eta 13h14m
[572700] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1983 fov-steps/s eta 13h11m
[572720] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1957 fov-steps/s eta 13h12m
[572740] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1867 fov-steps/s eta 13h24m
[572760] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1980 fov-steps/s eta 13h18m
[572780] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1985 fov-steps/s eta 13h13m
[572800] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1987 fov-steps/s eta 13h10m
[572820] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1985 fov-steps/s eta 13h08m
[572840] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1855 fov-steps/s eta 13h22m
[572860] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1985 fov-steps/s eta 13h16m
[572880] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1985 fov-steps/s eta 13h12m
[572900] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1984 fov-steps/s eta 13h09m
[572920] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1980 fov-steps/s eta 13h07m
[572940] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1822 fov-steps/s eta 13h26m
[572960] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1920 fov-steps/s eta 13h26m
[572980] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1984 fov-steps/s eta 13h19m
[573000] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1985 fov-steps/s eta 13h14m
[573020] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1985 fov-steps/s eta 13h10m
[573040] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1933 fov-steps/s eta 13h14m
[573060] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1875 fov-steps/s eta 13h24m
[573080] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1987 fov-steps/s eta 13h16m
[573100] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1985 fov-steps/s eta 13h12m
[573120] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1986 fov-steps/s eta 13h09m
[573140] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1979 fov-steps/s eta 13h07m
[573160] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1849 fov-steps/s eta 13h22m
[573180] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1982 fov-steps/s eta 13h16m
[573200] phase C T=8 real=0.20 loss=0.4107 lr=5.00e-05 1985 fov-steps/s eta 13h11m
[573220] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1987 fov-steps/s eta 13h08m
[573240] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1957 fov-steps/s eta 13h09m
[573260] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1852 fov-steps/s eta 13h23m
[573280] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1979 fov-steps/s eta 13h17m
[573300] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1985 fov-steps/s eta 13h12m
[573320] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1982 fov-steps/s eta 13h09m
[573340] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1983 fov-steps/s eta 13h06m
[573360] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1961 fov-steps/s eta 13h07m
[573380] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1871 fov-steps/s eta 13h19m
[573400] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1984 fov-steps/s eta 13h13m
[573420] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1985 fov-steps/s eta 13h09m
[573440] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1984 fov-steps/s eta 13h07m
[573460] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1984 fov-steps/s eta 13h05m
[573480] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1848 fov-steps/s eta 13h20m
[573500] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1983 fov-steps/s eta 13h14m
[573520] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1983 fov-steps/s eta 13h10m
[573540] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1980 fov-steps/s eta 13h07m
[573560] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1979 fov-steps/s eta 13h06m
[573580] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1865 fov-steps/s eta 13h18m
[573600] phase C T=8 real=0.20 loss=0.4077 lr=5.00e-05 1962 fov-steps/s eta 13h15m
[573620] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1985 fov-steps/s eta 13h10m
[573640] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1985 fov-steps/s eta 13h07m
[573660] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1963 fov-steps/s eta 13h07m
[573680] phase C T=8 real=0.20 loss=0.4028 lr=5.00e-05 1953 fov-steps/s eta 13h08m
[573700] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1881 fov-steps/s eta 13h18m
[573720] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1978 fov-steps/s eta 13h13m
[573740] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1975 fov-steps/s eta 13h10m
[573760] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1973 fov-steps/s eta 13h08m
[573780] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1973 fov-steps/s eta 13h06m
[573800] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1842 fov-steps/s eta 13h21m
[573820] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1977 fov-steps/s eta 13h15m
[573840] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1978 fov-steps/s eta 13h11m
[573860] phase C T=8 real=0.20 loss=0.4037 lr=5.00e-05 1977 fov-steps/s eta 13h08m
[573880] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1976 fov-steps/s eta 13h06m
[573900] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1804 fov-steps/s eta 13h26m
[573920] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1974 fov-steps/s eta 13h19m
[573940] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1981 fov-steps/s eta 13h13m
[573960] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1980 fov-steps/s eta 13h09m
[573980] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1977 fov-steps/s eta 13h06m
[574000] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1961 fov-steps/s eta 13h06m
[574020] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1846 fov-steps/s eta 13h21m
[574040] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1983 fov-steps/s eta 13h14m
[574060] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1984 fov-steps/s eta 13h09m
[574080] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1982 fov-steps/s eta 13h06m
[574100] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1980 fov-steps/s eta 13h04m
[574120] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1875 fov-steps/s eta 13h15m
[574140] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1982 fov-steps/s eta 13h10m
[574160] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1983 fov-steps/s eta 13h06m
[574180] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1983 fov-steps/s eta 13h03m
[574200] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1980 fov-steps/s eta 13h02m
[574220] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1862 fov-steps/s eta 13h15m
[574240] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1979 fov-steps/s eta 13h10m
[574260] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1981 fov-steps/s eta 13h06m
[574280] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1975 fov-steps/s eta 13h04m
[574300] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1977 fov-steps/s eta 13h03m
[574320] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1874 fov-steps/s eta 13h14m
[574340] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1927 fov-steps/s eta 13h16m
[574360] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1985 fov-steps/s eta 13h10m
[574380] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1984 fov-steps/s eta 13h06m
[574400] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1981 fov-steps/s eta 13h03m
[574420] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1947 fov-steps/s eta 13h05m
[574440] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1886 fov-steps/s eta 13h14m
[574460] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 13h09m
[574480] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1982 fov-steps/s eta 13h05m
[574500] phase C T=8 real=0.20 loss=0.4046 lr=5.00e-05 1982 fov-steps/s eta 13h03m
[574520] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1980 fov-steps/s eta 13h01m
[574540] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1867 fov-steps/s eta 13h13m
[574560] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1972 fov-steps/s eta 13h09m
[574580] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1979 fov-steps/s eta 13h06m
[574600] phase C T=8 real=0.20 loss=0.4017 lr=5.00e-05 1981 fov-steps/s eta 13h03m
[574620] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1980 fov-steps/s eta 13h01m
[574640] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1961 fov-steps/s eta 13h02m
[574660] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1943 fov-steps/s eta 13h05m
[574680] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1987 fov-steps/s eta 13h01m
[574700] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1978 fov-steps/s eta 13h00m
[574720] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1981 fov-steps/s eta 12h59m
[574740] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1983 fov-steps/s eta 12h58m
[574760] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1860 fov-steps/s eta 13h12m
[574780] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1982 fov-steps/s eta 13h07m
[574800] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1978 fov-steps/s eta 13h04m
[574820] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1982 fov-steps/s eta 13h01m
[574840] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1976 fov-steps/s eta 13h00m
[574860] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1871 fov-steps/s eta 13h12m
[574880] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1982 fov-steps/s eta 13h07m
[574900] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1981 fov-steps/s eta 13h03m
[574920] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1980 fov-steps/s eta 13h01m
[574940] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1980 fov-steps/s eta 12h59m
[574960] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1928 fov-steps/s eta 13h04m
[574980] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1913 fov-steps/s eta 13h10m
[575000] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1979 fov-steps/s eta 13h05m
[ckpt] /root/surf/ffn_run6/ckpt_575000.pt
[ckpt] /root/surf/ffn_run6/ckpt_best.pt (NERL=0.4187 merge=0.1016)
[ckpt] /root/surf/ffn_run6/ckpt_core_best.pt (NERL=0.4187 merge=0.1016)
[val 575000] NERL all=0.4187 (real=0.4187 synth=0.0904) | merge all=0.1016 (real=0.125 blind=0.1395) inst=123 | best_nerl=0.4187 best_realmerge=0.0729  <- NERL-BEST  <- CORE-BEST (116s)
[val 575000] movement: panel_1step=0.0244 mean_steps=620.82 core_1step=0.1538
[val 575000] CORE (unlabelled target regime): score=0.04247 cov=0.371 inst=13 valid=0.769 | best_core=0.04247
[575020] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1970 fov-steps/s eta 13h03m
[575040] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1791 fov-steps/s eta 13h24m
[575060] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1978 fov-steps/s eta 13h15m
[575080] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1987 fov-steps/s eta 13h08m
[575100] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1989 fov-steps/s eta 13h03m
[575120] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1991 fov-steps/s eta 12h59m
[575140] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1933 fov-steps/s eta 13h03m
[575160] phase C T=8 real=0.20 loss=0.4061 lr=5.00e-05 1895 fov-steps/s eta 13h11m
[575180] phase C T=8 real=0.20 loss=0.4038 lr=5.00e-05 1983 fov-steps/s eta 13h05m
[575200] phase C T=8 real=0.20 loss=0.4053 lr=5.00e-05 1985 fov-steps/s eta 13h01m
[575220] phase C T=8 real=0.20 loss=0.4034 lr=5.00e-05 1983 fov-steps/s eta 12h59m
[575240] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1984 fov-steps/s eta 12h57m
[575260] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1882 fov-steps/s eta 13h08m
[575280] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1985 fov-steps/s eta 13h03m
[575300] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1983 fov-steps/s eta 13h00m
[575320] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1981 fov-steps/s eta 12h58m
[575340] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1981 fov-steps/s eta 12h57m
[575360] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1862 fov-steps/s eta 13h10m
[575380] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1985 fov-steps/s eta 13h04m
[575400] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1982 fov-steps/s eta 13h01m
[575420] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1981 fov-steps/s eta 12h58m
[575440] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1958 fov-steps/s eta 12h59m
[575460] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1953 fov-steps/s eta 13h01m
[575480] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1898 fov-steps/s eta 13h08m
[575500] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1980 fov-steps/s eta 13h04m
[575520] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1981 fov-steps/s eta 13h00m
[575540] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1982 fov-steps/s eta 12h58m
[575560] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1981 fov-steps/s eta 12h56m
[575580] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1881 fov-steps/s eta 13h07m
[575600] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1982 fov-steps/s eta 13h02m
[575620] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1981 fov-steps/s eta 12h59m
[575640] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1980 fov-steps/s eta 12h57m
[575660] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1973 fov-steps/s eta 12h57m
[575680] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1919 fov-steps/s eta 13h03m
[575700] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1948 fov-steps/s eta 13h03m
[575720] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1980 fov-steps/s eta 13h00m
[575740] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1980 fov-steps/s eta 12h57m
[575760] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1975 fov-steps/s eta 12h56m
[575780] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1976 fov-steps/s eta 12h55m
[575800] phase C T=8 real=0.20 loss=0.4035 lr=5.00e-05 1903 fov-steps/s eta 13h03m
[575820] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1979 fov-steps/s eta 13h00m
[575840] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1979 fov-steps/s eta 12h58m
[575860] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 12h56m
[575880] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1978 fov-steps/s eta 12h55m
[575900] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1858 fov-steps/s eta 13h08m
[575920] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1979 fov-steps/s eta 13h03m
[575940] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1980 fov-steps/s eta 13h00m
[575960] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1979 fov-steps/s eta 12h57m
[575980] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1978 fov-steps/s eta 12h55m
[576000] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1878 fov-steps/s eta 13h06m
[576020] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1934 fov-steps/s eta 13h07m
[576040] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1979 fov-steps/s eta 13h02m
[576060] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1972 fov-steps/s eta 13h00m
[576080] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1979 fov-steps/s eta 12h57m
[576100] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1964 fov-steps/s eta 12h57m
[576120] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1854 fov-steps/s eta 13h10m
[576140] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1970 fov-steps/s eta 13h05m
[576160] phase C T=8 real=0.20 loss=0.4032 lr=5.00e-05 1973 fov-steps/s eta 13h01m
[576180] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1980 fov-steps/s eta 12h58m
[576200] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1979 fov-steps/s eta 12h56m
[576220] phase C T=8 real=0.20 loss=0.4026 lr=5.00e-05 1850 fov-steps/s eta 13h09m
[576240] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1981 fov-steps/s eta 13h03m
[576260] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1983 fov-steps/s eta 12h59m
[576280] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1981 fov-steps/s eta 12h56m
[576300] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1983 fov-steps/s eta 12h54m
[576320] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1893 fov-steps/s eta 13h03m
[576340] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1951 fov-steps/s eta 13h02m
[576360] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 12h58m
[576380] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1982 fov-steps/s eta 12h55m
[576400] phase C T=8 real=0.20 loss=0.4047 lr=5.00e-05 1981 fov-steps/s eta 12h53m
[576420] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1982 fov-steps/s eta 12h52m
[576440] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1863 fov-steps/s eta 13h05m
[576460] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1978 fov-steps/s eta 13h00m
[576480] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1976 fov-steps/s eta 12h57m
[576500] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1979 fov-steps/s eta 12h55m
[576520] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1976 fov-steps/s eta 12h53m
[576540] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1867 fov-steps/s eta 13h05m
[576560] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1976 fov-steps/s eta 13h01m
[576580] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1980 fov-steps/s eta 12h57m
[576600] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1975 fov-steps/s eta 12h55m
[576620] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1978 fov-steps/s eta 12h53m
[576640] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1890 fov-steps/s eta 13h02m
[576660] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1935 fov-steps/s eta 13h03m
[576680] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1981 fov-steps/s eta 12h58m
[576700] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1981 fov-steps/s eta 12h55m
[576720] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1982 fov-steps/s eta 12h53m
[576740] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1981 fov-steps/s eta 12h51m
[576760] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1851 fov-steps/s eta 13h05m
[576780] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1980 fov-steps/s eta 13h00m
[576800] phase C T=8 real=0.20 loss=0.4031 lr=5.00e-05 1981 fov-steps/s eta 12h56m
[576820] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1977 fov-steps/s eta 12h54m
[576840] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1979 fov-steps/s eta 12h52m
[576860] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1857 fov-steps/s eta 13h05m
[576880] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1981 fov-steps/s eta 12h59m
[576900] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1981 fov-steps/s eta 12h56m
[576920] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1981 fov-steps/s eta 12h53m
[576940] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1981 fov-steps/s eta 12h51m
[576960] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1894 fov-steps/s eta 13h00m
[576980] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1874 fov-steps/s eta 13h09m
[577000] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1981 fov-steps/s eta 13h02m
[577020] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1983 fov-steps/s eta 12h57m
[577040] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1982 fov-steps/s eta 12h53m
[577060] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1981 fov-steps/s eta 12h51m
[577080] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1850 fov-steps/s eta 13h05m
[577100] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1981 fov-steps/s eta 12h59m
[577120] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1982 fov-steps/s eta 12h55m
[577140] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1982 fov-steps/s eta 12h52m
[577160] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1982 fov-steps/s eta 12h50m
[577180] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1705 fov-steps/s eta 13h22m
[577200] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1982 fov-steps/s eta 13h11m
[577220] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1982 fov-steps/s eta 13h03m
[577240] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1982 fov-steps/s eta 12h57m
[577260] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1983 fov-steps/s eta 12h53m
[577280] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1901 fov-steps/s eta 13h00m
[577300] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1827 fov-steps/s eta 13h14m
[577320] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1982 fov-steps/s eta 13h05m
[577340] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1982 fov-steps/s eta 12h59m
[577360] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1983 fov-steps/s eta 12h54m
[577380] phase C T=8 real=0.20 loss=0.4006 lr=5.00e-05 1977 fov-steps/s eta 12h52m
[577400] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1854 fov-steps/s eta 13h05m
[577420] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1972 fov-steps/s eta 12h59m
[577440] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1979 fov-steps/s eta 12h55m
[577460] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1977 fov-steps/s eta 12h52m
[577480] phase C T=8 real=0.20 loss=0.4028 lr=5.00e-05 1982 fov-steps/s eta 12h50m
[577500] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1847 fov-steps/s eta 13h04m
[577520] phase C T=8 real=0.20 loss=0.4109 lr=5.00e-05 1980 fov-steps/s eta 12h58m
[577540] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1982 fov-steps/s eta 12h53m
[577560] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1981 fov-steps/s eta 12h51m
[577580] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1981 fov-steps/s eta 12h48m
[577600] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1905 fov-steps/s eta 12h56m
[577620] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1939 fov-steps/s eta 12h57m
[577640] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1981 fov-steps/s eta 12h53m
[577660] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1983 fov-steps/s eta 12h50m
[577680] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1982 fov-steps/s eta 12h48m
[577700] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1978 fov-steps/s eta 12h47m
[577720] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1855 fov-steps/s eta 13h00m
[577740] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1982 fov-steps/s eta 12h55m
[577760] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1981 fov-steps/s eta 12h51m
[577780] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1979 fov-steps/s eta 12h49m
[577800] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1982 fov-steps/s eta 12h47m
[577820] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1860 fov-steps/s eta 13h00m
[577840] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1983 fov-steps/s eta 12h54m
[577860] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1980 fov-steps/s eta 12h51m
[577880] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1980 fov-steps/s eta 12h48m
[577900] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1981 fov-steps/s eta 12h47m
[577920] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1919 fov-steps/s eta 12h52m
[577940] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1938 fov-steps/s eta 12h54m
[577960] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1979 fov-steps/s eta 12h51m
[577980] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1977 fov-steps/s eta 12h49m
[578000] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1984 fov-steps/s eta 12h46m
[578020] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1981 fov-steps/s eta 12h45m
[578040] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1855 fov-steps/s eta 12h59m
[578060] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1984 fov-steps/s eta 12h53m
[578080] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1969 fov-steps/s eta 12h51m
[578100] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1980 fov-steps/s eta 12h48m
[578120] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1983 fov-steps/s eta 12h46m
[578140] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1861 fov-steps/s eta 12h59m
[578160] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1985 fov-steps/s eta 12h53m
[578180] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1982 fov-steps/s eta 12h49m
[578200] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1982 fov-steps/s eta 12h46m
[578220] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1982 fov-steps/s eta 12h45m
[578240] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1907 fov-steps/s eta 12h52m
[578260] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1938 fov-steps/s eta 12h54m
[578280] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1982 fov-steps/s eta 12h50m
[578300] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1984 fov-steps/s eta 12h47m
[578320] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1981 fov-steps/s eta 12h45m
[578340] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1981 fov-steps/s eta 12h43m
[578360] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1872 fov-steps/s eta 12h55m
[578380] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1983 fov-steps/s eta 12h50m
[578400] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1985 fov-steps/s eta 12h47m
[578420] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1980 fov-steps/s eta 12h45m
[578440] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1981 fov-steps/s eta 12h43m
[578460] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1867 fov-steps/s eta 12h56m
[578480] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1981 fov-steps/s eta 12h51m
[578500] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1983 fov-steps/s eta 12h47m
[578520] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1982 fov-steps/s eta 12h45m
[578540] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 12h43m
[578560] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1929 fov-steps/s eta 12h48m
[578580] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1916 fov-steps/s eta 12h53m
[578600] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1983 fov-steps/s eta 12h49m
[578620] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1982 fov-steps/s eta 12h46m
[578640] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1978 fov-steps/s eta 12h44m
[578660] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 12h42m
[578680] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1872 fov-steps/s eta 12h54m
[578700] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1981 fov-steps/s eta 12h49m
[578720] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1986 fov-steps/s eta 12h46m
[578740] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1975 fov-steps/s eta 12h44m
[578760] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1966 fov-steps/s eta 12h44m
[578780] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1877 fov-steps/s eta 12h55m
[578800] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1985 fov-steps/s eta 12h49m
[578820] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1983 fov-steps/s eta 12h46m
[578840] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1980 fov-steps/s eta 12h43m
[578860] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1982 fov-steps/s eta 12h42m
[578880] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1965 fov-steps/s eta 12h42m
[578900] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1895 fov-steps/s eta 12h51m
[578920] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1977 fov-steps/s eta 12h47m
[578940] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1979 fov-steps/s eta 12h45m
[578960] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1978 fov-steps/s eta 12h43m
[578980] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1982 fov-steps/s eta 12h41m
[579000] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1854 fov-steps/s eta 12h55m
[579020] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1984 fov-steps/s eta 12h49m
[579040] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1982 fov-steps/s eta 12h46m
[579060] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1982 fov-steps/s eta 12h43m
[579080] phase C T=8 real=0.20 loss=0.4032 lr=5.00e-05 1978 fov-steps/s eta 12h42m
[579100] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1860 fov-steps/s eta 12h54m
[579120] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1972 fov-steps/s eta 12h50m
[579140] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1979 fov-steps/s eta 12h46m
[579160] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1978 fov-steps/s eta 12h44m
[579180] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1978 fov-steps/s eta 12h42m
[579200] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1899 fov-steps/s eta 12h50m
[579220] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1900 fov-steps/s eta 12h56m
[579240] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1983 fov-steps/s eta 12h50m
[579260] phase C T=8 real=0.20 loss=0.4034 lr=5.00e-05 1980 fov-steps/s eta 12h46m
[579280] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1981 fov-steps/s eta 12h43m
[579300] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1979 fov-steps/s eta 12h41m
[579320] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1858 fov-steps/s eta 12h54m
[579340] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1968 fov-steps/s eta 12h50m
[579360] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1980 fov-steps/s eta 12h46m
[579380] phase C T=8 real=0.20 loss=0.4043 lr=5.00e-05 1979 fov-steps/s eta 12h43m
[579400] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1941 fov-steps/s eta 12h46m
[579420] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1863 fov-steps/s eta 12h57m
[579440] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1987 fov-steps/s eta 12h49m
[579460] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1981 fov-steps/s eta 12h45m
[579480] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1978 fov-steps/s eta 12h43m
[579500] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1980 fov-steps/s eta 12h41m
[579520] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1946 fov-steps/s eta 12h43m
[579540] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1900 fov-steps/s eta 12h50m
[579560] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1979 fov-steps/s eta 12h46m
[579580] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1978 fov-steps/s eta 12h43m
[579600] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1981 fov-steps/s eta 12h40m
[579620] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1980 fov-steps/s eta 12h39m
[579640] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1854 fov-steps/s eta 12h53m
[579660] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1979 fov-steps/s eta 12h47m
[579680] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1980 fov-steps/s eta 12h43m
[579700] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1980 fov-steps/s eta 12h41m
[579720] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1981 fov-steps/s eta 12h39m
[579740] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1868 fov-steps/s eta 12h51m
[579760] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1981 fov-steps/s eta 12h46m
[579780] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1984 fov-steps/s eta 12h42m
[579800] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1981 fov-steps/s eta 12h39m
[579820] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1980 fov-steps/s eta 12h38m
[579840] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1951 fov-steps/s eta 12h40m
[579860] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1886 fov-steps/s eta 12h49m
[579880] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1976 fov-steps/s eta 12h45m
[579900] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1979 fov-steps/s eta 12h42m
[579920] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1982 fov-steps/s eta 12h39m
[579940] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1979 fov-steps/s eta 12h38m
[579960] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1846 fov-steps/s eta 12h52m
[579980] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1978 fov-steps/s eta 12h47m
[580000] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1980 fov-steps/s eta 12h43m
[ckpt] /root/surf/ffn_run6/ckpt_580000.pt
[580020] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1976 fov-steps/s eta 12h40m
[580040] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1980 fov-steps/s eta 12h38m
[580060] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1845 fov-steps/s eta 12h53m
[580080] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1977 fov-steps/s eta 12h47m
[580100] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1984 fov-steps/s eta 12h42m
[580120] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1984 fov-steps/s eta 12h39m
[580140] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1984 fov-steps/s eta 12h37m
[580160] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1936 fov-steps/s eta 12h41m
[580180] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1903 fov-steps/s eta 12h47m
[580200] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1983 fov-steps/s eta 12h42m
[580220] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1983 fov-steps/s eta 12h39m
[580240] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1981 fov-steps/s eta 12h37m
[580260] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1977 fov-steps/s eta 12h36m
[580280] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1861 fov-steps/s eta 12h49m
[580300] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1982 fov-steps/s eta 12h43m
[580320] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1981 fov-steps/s eta 12h40m
[580340] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1983 fov-steps/s eta 12h37m
[580360] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1979 fov-steps/s eta 12h36m
[580380] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1842 fov-steps/s eta 12h51m
[580400] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1985 fov-steps/s eta 12h44m
[580420] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1983 fov-steps/s eta 12h40m
[580440] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1982 fov-steps/s eta 12h37m
[580460] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1978 fov-steps/s eta 12h36m
[580480] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1951 fov-steps/s eta 12h38m
[580500] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1893 fov-steps/s eta 12h46m
[580520] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1980 fov-steps/s eta 12h42m
[580540] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1983 fov-steps/s eta 12h38m
[580560] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1980 fov-steps/s eta 12h36m
[580580] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1981 fov-steps/s eta 12h34m
[580600] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1850 fov-steps/s eta 12h48m
[580620] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1979 fov-steps/s eta 12h43m
[580640] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1981 fov-steps/s eta 12h39m
[580660] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1979 fov-steps/s eta 12h37m
[580680] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1983 fov-steps/s eta 12h35m
[580700] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1855 fov-steps/s eta 12h48m
[580720] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1986 fov-steps/s eta 12h42m
[580740] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1968 fov-steps/s eta 12h40m
[580760] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1983 fov-steps/s eta 12h37m
[580780] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1983 fov-steps/s eta 12h34m
[580800] phase C T=8 real=0.20 loss=0.4020 lr=5.00e-05 1962 fov-steps/s eta 12h35m
[580820] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1888 fov-steps/s eta 12h44m
[580840] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1984 fov-steps/s eta 12h39m
[580860] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1983 fov-steps/s eta 12h36m
[580880] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1983 fov-steps/s eta 12h34m
[580900] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1984 fov-steps/s eta 12h32m
[580920] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1864 fov-steps/s eta 12h45m
[580940] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1984 fov-steps/s eta 12h40m
[580960] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1982 fov-steps/s eta 12h36m
[580980] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1983 fov-steps/s eta 12h34m
[581000] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1983 fov-steps/s eta 12h32m
[581020] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1875 fov-steps/s eta 12h43m
[581040] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1960 fov-steps/s eta 12h41m
[581060] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1985 fov-steps/s eta 12h37m
[581080] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1981 fov-steps/s eta 12h34m
[581100] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1980 fov-steps/s eta 12h33m
[581120] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1971 fov-steps/s eta 12h32m
[581140] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1888 fov-steps/s eta 12h42m
[581160] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1983 fov-steps/s eta 12h38m
[581180] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1982 fov-steps/s eta 12h35m
[581200] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1983 fov-steps/s eta 12h32m
[581220] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1978 fov-steps/s eta 12h31m
[581240] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1862 fov-steps/s eta 12h44m
[581260] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1972 fov-steps/s eta 12h40m
[581280] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1982 fov-steps/s eta 12h36m
[581300] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1978 fov-steps/s eta 12h34m
[581320] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1980 fov-steps/s eta 12h32m
[581340] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1881 fov-steps/s eta 12h42m
[581360] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1954 fov-steps/s eta 12h41m
[581380] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1982 fov-steps/s eta 12h37m
[581400] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1964 fov-steps/s eta 12h36m
[581420] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1981 fov-steps/s eta 12h33m
[581440] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1975 fov-steps/s eta 12h32m
[581460] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1854 fov-steps/s eta 12h45m
[581480] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1981 fov-steps/s eta 12h40m
[581500] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1981 fov-steps/s eta 12h36m
[581520] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1984 fov-steps/s eta 12h33m
[581540] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1983 fov-steps/s eta 12h31m
[581560] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1861 fov-steps/s eta 12h43m
[581580] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1984 fov-steps/s eta 12h38m
[581600] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1983 fov-steps/s eta 12h34m
[581620] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1982 fov-steps/s eta 12h31m
[581640] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1985 fov-steps/s eta 12h29m
[581660] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1910 fov-steps/s eta 12h36m
[581680] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1892 fov-steps/s eta 12h44m
[581700] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1982 fov-steps/s eta 12h38m
[581720] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1982 fov-steps/s eta 12h34m
[581740] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1978 fov-steps/s eta 12h32m
[581760] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 12h30m
[581780] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1900 fov-steps/s eta 12h38m
[581800] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1980 fov-steps/s eta 12h34m
[581820] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1982 fov-steps/s eta 12h31m
[581840] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1983 fov-steps/s eta 12h29m
[581860] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1982 fov-steps/s eta 12h28m
[581880] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1839 fov-steps/s eta 12h43m
[581900] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1988 fov-steps/s eta 12h37m
[581920] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1984 fov-steps/s eta 12h33m
[581940] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1983 fov-steps/s eta 12h30m
[581960] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1984 fov-steps/s eta 12h28m
[581980] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1928 fov-steps/s eta 12h33m
[582000] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1918 fov-steps/s eta 12h38m
[582020] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1983 fov-steps/s eta 12h34m
[582040] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1983 fov-steps/s eta 12h31m
[582060] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1965 fov-steps/s eta 12h31m
[582080] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1983 fov-steps/s eta 12h28m
[582100] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1855 fov-steps/s eta 12h42m
[582120] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1981 fov-steps/s eta 12h36m
[582140] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1982 fov-steps/s eta 12h32m
[582160] phase C T=8 real=0.20 loss=0.4035 lr=5.00e-05 1978 fov-steps/s eta 12h30m
[582180] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1983 fov-steps/s eta 12h28m
[582200] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1842 fov-steps/s eta 12h43m
[582220] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1982 fov-steps/s eta 12h37m
[582240] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1983 fov-steps/s eta 12h33m
[582260] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1981 fov-steps/s eta 12h30m
[582280] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1983 fov-steps/s eta 12h28m
[582300] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1932 fov-steps/s eta 12h32m
[582320] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1897 fov-steps/s eta 12h39m
[582340] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1984 fov-steps/s eta 12h34m
[582360] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1981 fov-steps/s eta 12h30m
[582380] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1983 fov-steps/s eta 12h28m
[582400] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1983 fov-steps/s eta 12h26m
[582420] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1861 fov-steps/s eta 12h39m
[582440] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1983 fov-steps/s eta 12h34m
[582460] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1985 fov-steps/s eta 12h30m
[582480] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1984 fov-steps/s eta 12h27m
[582500] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1984 fov-steps/s eta 12h25m
[582520] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1809 fov-steps/s eta 12h44m
[582540] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1988 fov-steps/s eta 12h37m
[582560] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1982 fov-steps/s eta 12h32m
[582580] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1981 fov-steps/s eta 12h29m
[582600] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1983 fov-steps/s eta 12h27m
[582620] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1947 fov-steps/s eta 12h29m
[582640] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1899 fov-steps/s eta 12h36m
[582660] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1980 fov-steps/s eta 12h32m
[582680] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1983 fov-steps/s eta 12h29m
[582700] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1984 fov-steps/s eta 12h26m
[582720] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1967 fov-steps/s eta 12h26m
[582740] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1861 fov-steps/s eta 12h39m
[582760] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1984 fov-steps/s eta 12h33m
[582780] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1980 fov-steps/s eta 12h29m
[582800] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1980 fov-steps/s eta 12h27m
[582820] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1981 fov-steps/s eta 12h25m
[582840] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1859 fov-steps/s eta 12h38m
[582860] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1985 fov-steps/s eta 12h32m
[582880] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1984 fov-steps/s eta 12h28m
[582900] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1981 fov-steps/s eta 12h26m
[582920] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1980 fov-steps/s eta 12h24m
[582940] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1928 fov-steps/s eta 12h29m
[582960] phase C T=8 real=0.20 loss=0.4042 lr=5.00e-05 1895 fov-steps/s eta 12h37m
[582980] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1984 fov-steps/s eta 12h31m
[583000] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1981 fov-steps/s eta 12h28m
[583020] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1981 fov-steps/s eta 12h26m
[583040] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1984 fov-steps/s eta 12h24m
[583060] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1847 fov-steps/s eta 12h38m
[583080] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1983 fov-steps/s eta 12h32m
[583100] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1987 fov-steps/s eta 12h28m
[583120] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1987 fov-steps/s eta 12h25m
[583140] phase C T=8 real=0.20 loss=0.4098 lr=5.00e-05 1975 fov-steps/s eta 12h24m
[583160] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1861 fov-steps/s eta 12h36m
[583180] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1984 fov-steps/s eta 12h31m
[583200] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1983 fov-steps/s eta 12h27m
[583220] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1986 fov-steps/s eta 12h24m
[583240] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1982 fov-steps/s eta 12h23m
[583260] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1908 fov-steps/s eta 12h30m
[583280] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1926 fov-steps/s eta 12h33m
[583300] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1982 fov-steps/s eta 12h29m
[583320] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1980 fov-steps/s eta 12h26m
[583340] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1980 fov-steps/s eta 12h24m
[583360] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1964 fov-steps/s eta 12h24m
[583380] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1866 fov-steps/s eta 12h36m
[583400] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1977 fov-steps/s eta 12h31m
[583420] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1985 fov-steps/s eta 12h27m
[583440] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1982 fov-steps/s eta 12h24m
[583460] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1985 fov-steps/s eta 12h22m
[583480] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1864 fov-steps/s eta 12h34m
[583500] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1985 fov-steps/s eta 12h29m
[583520] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1983 fov-steps/s eta 12h25m
[583540] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1984 fov-steps/s eta 12h23m
[583560] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1986 fov-steps/s eta 12h21m
[583580] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1876 fov-steps/s eta 12h32m
[583600] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1968 fov-steps/s eta 12h29m
[583620] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1987 fov-steps/s eta 12h25m
[583640] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1986 fov-steps/s eta 12h22m
[583660] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1986 fov-steps/s eta 12h20m
[583680] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1981 fov-steps/s eta 12h19m
[583700] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1876 fov-steps/s eta 12h31m
[583720] phase C T=8 real=0.20 loss=0.4043 lr=5.00e-05 1985 fov-steps/s eta 12h26m
[583740] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1983 fov-steps/s eta 12h23m
[583760] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1985 fov-steps/s eta 12h21m
[583780] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1984 fov-steps/s eta 12h19m
[583800] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1857 fov-steps/s eta 12h33m
[583820] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1989 fov-steps/s eta 12h27m
[583840] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1985 fov-steps/s eta 12h23m
[583860] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1985 fov-steps/s eta 12h21m
[583880] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1986 fov-steps/s eta 12h19m
[583900] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1909 fov-steps/s eta 12h26m
[583920] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1969 fov-steps/s eta 12h25m
[583940] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1986 fov-steps/s eta 12h21m
[583960] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1984 fov-steps/s eta 12h20m
[583980] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1987 fov-steps/s eta 12h18m
[584000] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1980 fov-steps/s eta 12h17m
[584020] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1869 fov-steps/s eta 12h30m
[584040] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1980 fov-steps/s eta 12h26m
[584060] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1976 fov-steps/s eta 12h23m
[584080] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1982 fov-steps/s eta 12h21m
[584100] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1989 fov-steps/s eta 12h18m
[584120] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1867 fov-steps/s eta 12h30m
[584140] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1987 fov-steps/s eta 12h25m
[584160] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1985 fov-steps/s eta 12h22m
[584180] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1987 fov-steps/s eta 12h19m
[584200] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1987 fov-steps/s eta 12h17m
[584220] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1896 fov-steps/s eta 12h26m
[584240] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1954 fov-steps/s eta 12h26m
[584260] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1986 fov-steps/s eta 12h22m
[584280] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1988 fov-steps/s eta 12h19m
[584300] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1987 fov-steps/s eta 12h17m
[584320] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1981 fov-steps/s eta 12h16m
[584340] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1857 fov-steps/s eta 12h30m
[584360] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1986 fov-steps/s eta 12h24m
[584380] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1988 fov-steps/s eta 12h21m
[584400] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1986 fov-steps/s eta 12h18m
[584420] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1986 fov-steps/s eta 12h16m
[584440] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1882 fov-steps/s eta 12h27m
[584460] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1986 fov-steps/s eta 12h22m
[584480] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1985 fov-steps/s eta 12h19m
[584500] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1985 fov-steps/s eta 12h17m
[584520] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1985 fov-steps/s eta 12h16m
[584540] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1980 fov-steps/s eta 12h15m
[584560] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1816 fov-steps/s eta 12h34m
[584580] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1983 fov-steps/s eta 12h27m
[584600] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1987 fov-steps/s eta 12h22m
[584620] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1985 fov-steps/s eta 12h19m
[584640] phase C T=8 real=0.20 loss=0.4034 lr=5.00e-05 1986 fov-steps/s eta 12h17m
[584660] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1846 fov-steps/s eta 12h31m
[584680] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1985 fov-steps/s eta 12h25m
[584700] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1977 fov-steps/s eta 12h22m
[584720] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1977 fov-steps/s eta 12h20m
[584740] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1989 fov-steps/s eta 12h17m
[584760] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1902 fov-steps/s eta 12h24m
[584780] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1934 fov-steps/s eta 12h26m
[584800] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1987 fov-steps/s eta 12h21m
[584820] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1988 fov-steps/s eta 12h18m
[584840] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1980 fov-steps/s eta 12h16m
[584860] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1987 fov-steps/s eta 12h14m
[584880] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1846 fov-steps/s eta 12h29m
[584900] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1986 fov-steps/s eta 12h23m
[584920] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1987 fov-steps/s eta 12h19m
[584940] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1988 fov-steps/s eta 12h16m
[584960] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1983 fov-steps/s eta 12h15m
[584980] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1873 fov-steps/s eta 12h26m
[585000] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1986 fov-steps/s eta 12h21m
[ckpt] /root/surf/ffn_run6/ckpt_585000.pt
[585020] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1984 fov-steps/s eta 12h18m
[585040] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1987 fov-steps/s eta 12h15m
[585060] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1987 fov-steps/s eta 12h13m
[585080] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1911 fov-steps/s eta 12h21m
[585100] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1929 fov-steps/s eta 12h24m
[585120] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1987 fov-steps/s eta 12h19m
[585140] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1989 fov-steps/s eta 12h16m
[585160] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1987 fov-steps/s eta 12h14m
[585180] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1989 fov-steps/s eta 12h12m
[585200] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1850 fov-steps/s eta 12h26m
[585220] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1986 fov-steps/s eta 12h21m
[585240] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1984 fov-steps/s eta 12h18m
[585260] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1987 fov-steps/s eta 12h15m
[585280] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1988 fov-steps/s eta 12h13m
[585300] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1863 fov-steps/s eta 12h25m
[585320] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1986 fov-steps/s eta 12h20m
[585340] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1990 fov-steps/s eta 12h16m
[585360] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1982 fov-steps/s eta 12h14m
[585380] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1977 fov-steps/s eta 12h13m
[585400] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1925 fov-steps/s eta 12h19m
[585420] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1779 fov-steps/s eta 12h39m
[585440] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1989 fov-steps/s eta 12h29m
[585460] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1988 fov-steps/s eta 12h22m
[585480] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1988 fov-steps/s eta 12h18m
[585500] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1991 fov-steps/s eta 12h14m
[585520] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1853 fov-steps/s eta 12h27m
[585540] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1986 fov-steps/s eta 12h21m
[585560] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1988 fov-steps/s eta 12h17m
[585580] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1988 fov-steps/s eta 12h14m
[585600] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1986 fov-steps/s eta 12h12m
[585620] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1863 fov-steps/s eta 12h24m
[585640] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1984 fov-steps/s eta 12h19m
[585660] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1987 fov-steps/s eta 12h15m
[585680] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1987 fov-steps/s eta 12h13m
[585700] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1989 fov-steps/s eta 12h10m
[585720] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1925 fov-steps/s eta 12h16m
[585740] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1914 fov-steps/s eta 12h21m
[585760] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1986 fov-steps/s eta 12h17m
[585780] phase C T=8 real=0.20 loss=0.4050 lr=5.00e-05 1986 fov-steps/s eta 12h14m
[585800] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1989 fov-steps/s eta 12h11m
[585820] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1988 fov-steps/s eta 12h09m
[585840] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1860 fov-steps/s eta 12h23m
[585860] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 12h18m
[585880] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1984 fov-steps/s eta 12h15m
[585900] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1985 fov-steps/s eta 12h12m
[585920] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1984 fov-steps/s eta 12h10m
[585940] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1859 fov-steps/s eta 12h23m
[585960] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1987 fov-steps/s eta 12h18m
[585980] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1988 fov-steps/s eta 12h14m
[586000] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1982 fov-steps/s eta 12h12m
[586020] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1989 fov-steps/s eta 12h09m
[586040] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1910 fov-steps/s eta 12h17m
[586060] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1924 fov-steps/s eta 12h20m
[586080] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1989 fov-steps/s eta 12h15m
[586100] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1990 fov-steps/s eta 12h12m
[586120] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1990 fov-steps/s eta 12h09m
[586140] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1987 fov-steps/s eta 12h08m
[586160] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1864 fov-steps/s eta 12h21m
[586180] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1985 fov-steps/s eta 12h16m
[586200] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1988 fov-steps/s eta 12h12m
[586220] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1981 fov-steps/s eta 12h10m
[586240] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1981 fov-steps/s eta 12h09m
[586260] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1849 fov-steps/s eta 12h23m
[586280] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1940 fov-steps/s eta 12h23m
[586300] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1987 fov-steps/s eta 12h17m
[586320] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1985 fov-steps/s eta 12h13m
[586340] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1991 fov-steps/s eta 12h10m
[586360] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1952 fov-steps/s eta 12h12m
[586380] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1906 fov-steps/s eta 12h18m
[586400] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1988 fov-steps/s eta 12h14m
[586420] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1988 fov-steps/s eta 12h10m
[586440] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1986 fov-steps/s eta 12h08m
[586460] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1982 fov-steps/s eta 12h07m
[586480] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1869 fov-steps/s eta 12h19m
[586500] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1987 fov-steps/s eta 12h14m
[586520] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1985 fov-steps/s eta 12h11m
[586540] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1989 fov-steps/s eta 12h08m
[586560] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1987 fov-steps/s eta 12h07m
[586580] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1904 fov-steps/s eta 12h15m
[586600] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1970 fov-steps/s eta 12h13m
[586620] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1986 fov-steps/s eta 12h10m
[586640] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1986 fov-steps/s eta 12h08m
[586660] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1986 fov-steps/s eta 12h06m
[586680] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1985 fov-steps/s eta 12h05m
[586700] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1868 fov-steps/s eta 12h18m
[586720] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1985 fov-steps/s eta 12h13m
[586740] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1984 fov-steps/s eta 12h10m
[586760] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1988 fov-steps/s eta 12h07m
[586780] phase C T=8 real=0.20 loss=0.4069 lr=5.00e-05 1987 fov-steps/s eta 12h06m
[586800] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1858 fov-steps/s eta 12h19m
[586820] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1989 fov-steps/s eta 12h13m
[586840] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1986 fov-steps/s eta 12h10m
[586860] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1989 fov-steps/s eta 12h07m
[586880] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1987 fov-steps/s eta 12h05m
[586900] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1872 fov-steps/s eta 12h17m
[586920] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 12h13m
[586940] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1986 fov-steps/s eta 12h09m
[586960] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1990 fov-steps/s eta 12h07m
[586980] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1990 fov-steps/s eta 12h04m
[587000] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1934 fov-steps/s eta 12h09m
[587020] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1912 fov-steps/s eta 12h15m
[587040] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1989 fov-steps/s eta 12h10m
[587060] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1989 fov-steps/s eta 12h07m
[587080] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1989 fov-steps/s eta 12h05m
[587100] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1988 fov-steps/s eta 12h03m
[587120] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1853 fov-steps/s eta 12h17m
[587140] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1983 fov-steps/s eta 12h13m
[587160] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1985 fov-steps/s eta 12h09m
[587180] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1992 fov-steps/s eta 12h06m
[587200] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1989 fov-steps/s eta 12h04m
[587220] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1869 fov-steps/s eta 12h16m
[587240] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1972 fov-steps/s eta 12h13m
[587260] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1988 fov-steps/s eta 12h09m
[587280] phase C T=8 real=0.20 loss=0.4017 lr=5.00e-05 1986 fov-steps/s eta 12h06m
[587300] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1989 fov-steps/s eta 12h04m
[587320] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1962 fov-steps/s eta 12h05m
[587340] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1882 fov-steps/s eta 12h15m
[587360] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1974 fov-steps/s eta 12h12m
[587380] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1981 fov-steps/s eta 12h09m
[587400] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1984 fov-steps/s eta 12h06m
[587420] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1989 fov-steps/s eta 12h04m
[587440] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1847 fov-steps/s eta 12h18m
[587460] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1986 fov-steps/s eta 12h12m
[587480] phase C T=8 real=0.20 loss=0.4017 lr=5.00e-05 1989 fov-steps/s eta 12h08m
[587500] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1989 fov-steps/s eta 12h05m
[val 587500] NERL all=0.4005 (real=0.4005 synth=0.0964) | merge all=0.0963 (real=0.1146 blind=0.1279) inst=129 | best_nerl=0.4187 best_realmerge=0.0729 (106s)
[val 587500] movement: panel_1step=0.062 mean_steps=552.47 core_1step=0.3077
[val 587500] CORE (unlabelled target regime): score=0.0396 cov=0.3166 inst=13 valid=0.769 | best_core=0.04247
[587520] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1992 fov-steps/s eta 12h02m
[587540] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1986 fov-steps/s eta 12h01m
[587560] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1835 fov-steps/s eta 12h17m
[587580] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1996 fov-steps/s eta 12h11m
[587600] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1998 fov-steps/s eta 12h06m
[587620] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1975 fov-steps/s eta 12h05m
[587640] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1995 fov-steps/s eta 12h02m
[587660] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1843 fov-steps/s eta 12h17m
[587680] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1990 fov-steps/s eta 12h11m
[587700] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1995 fov-steps/s eta 12h06m
[587720] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1993 fov-steps/s eta 12h03m
[587740] phase C T=8 real=0.20 loss=0.4006 lr=5.00e-05 1993 fov-steps/s eta 12h01m
[587760] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1942 fov-steps/s eta 12h05m
[587780] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1907 fov-steps/s eta 12h11m
[587800] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1991 fov-steps/s eta 12h07m
[587820] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1990 fov-steps/s eta 12h04m
[587840] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1990 fov-steps/s eta 12h01m
[587860] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1986 fov-steps/s eta 12h00m
[587880] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1844 fov-steps/s eta 12h15m
[587900] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1987 fov-steps/s eta 12h10m
[587920] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1987 fov-steps/s eta 12h06m
[587940] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1987 fov-steps/s eta 12h03m
[587960] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1986 fov-steps/s eta 12h01m
[587980] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1916 fov-steps/s eta 12h08m
[588000] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1956 fov-steps/s eta 12h08m
[588020] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1988 fov-steps/s eta 12h04m
[588040] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1987 fov-steps/s eta 12h02m
[588060] phase C T=8 real=0.20 loss=0.4035 lr=5.00e-05 1985 fov-steps/s eta 12h00m
[588080] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1984 fov-steps/s eta 11h59m
[588100] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1861 fov-steps/s eta 12h12m
[588120] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1985 fov-steps/s eta 12h08m
[588140] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1987 fov-steps/s eta 12h04m
[588160] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1988 fov-steps/s eta 12h01m
[588180] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1985 fov-steps/s eta 12h00m
[588200] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1845 fov-steps/s eta 12h14m
[588220] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1987 fov-steps/s eta 12h09m
[588240] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1986 fov-steps/s eta 12h05m
[588260] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1988 fov-steps/s eta 12h02m
[588280] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1977 fov-steps/s eta 12h01m
[588300] phase C T=8 real=0.20 loss=0.3775 lr=5.00e-05 1943 fov-steps/s eta 12h04m
[588320] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1898 fov-steps/s eta 12h11m
[588340] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1983 fov-steps/s eta 12h07m
[588360] phase C T=8 real=0.20 loss=0.4030 lr=5.00e-05 1985 fov-steps/s eta 12h03m
[588380] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1985 fov-steps/s eta 12h01m
[588400] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1984 fov-steps/s eta 11h59m
[588420] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1851 fov-steps/s eta 12h13m
[588440] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1985 fov-steps/s eta 12h08m
[588460] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1986 fov-steps/s eta 12h04m
[588480] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1986 fov-steps/s eta 12h01m
[588500] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1987 fov-steps/s eta 11h59m
[588520] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1853 fov-steps/s eta 12h13m
[588540] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1988 fov-steps/s eta 12h07m
[588560] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1985 fov-steps/s eta 12h03m
[588580] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1984 fov-steps/s eta 12h01m
[588600] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1983 fov-steps/s eta 11h59m
[588620] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1905 fov-steps/s eta 12h07m
[588640] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1916 fov-steps/s eta 12h11m
[588660] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1985 fov-steps/s eta 12h06m
[588680] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1984 fov-steps/s eta 12h02m
[588700] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1983 fov-steps/s eta 12h00m
[588720] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1985 fov-steps/s eta 11h58m
[588740] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1870 fov-steps/s eta 12h10m
[588760] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1977 fov-steps/s eta 12h06m
[588780] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1980 fov-steps/s eta 12h03m
[588800] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1983 fov-steps/s eta 12h00m
[588820] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1983 fov-steps/s eta 11h58m
[588840] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1863 fov-steps/s eta 12h11m
[588860] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1982 fov-steps/s eta 12h06m
[588880] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1981 fov-steps/s eta 12h02m
[588900] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1979 fov-steps/s eta 12h00m
[588920] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1980 fov-steps/s eta 11h59m
[588940] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1958 fov-steps/s eta 12h00m
[588960] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1871 fov-steps/s eta 12h11m
[588980] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1984 fov-steps/s eta 12h05m
[589000] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1984 fov-steps/s eta 12h02m
[589020] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1987 fov-steps/s eta 11h59m
[589040] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1975 fov-steps/s eta 11h58m
[589060] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1876 fov-steps/s eta 12h08m
[589080] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1984 fov-steps/s eta 12h04m
[589100] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1979 fov-steps/s eta 12h01m
[589120] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1983 fov-steps/s eta 11h59m
[589140] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1980 fov-steps/s eta 11h57m
[589160] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1870 fov-steps/s eta 12h09m
[589180] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1983 fov-steps/s eta 12h04m
[589200] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1983 fov-steps/s eta 12h00m
[589220] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1985 fov-steps/s eta 11h58m
[589240] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1986 fov-steps/s eta 11h56m
[589260] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1913 fov-steps/s eta 12h03m
[589280] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1940 fov-steps/s eta 12h04m
[589300] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1984 fov-steps/s eta 12h01m
[589320] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1982 fov-steps/s eta 11h58m
[589340] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1982 fov-steps/s eta 11h56m
[589360] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1986 fov-steps/s eta 11h55m
[589380] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1898 fov-steps/s eta 12h03m
[589400] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1982 fov-steps/s eta 12h00m
[589420] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1985 fov-steps/s eta 11h57m
[589440] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1986 fov-steps/s eta 11h55m
[589460] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1985 fov-steps/s eta 11h54m
[589480] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1869 fov-steps/s eta 12h06m
[589500] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1986 fov-steps/s eta 12h01m
[589520] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1984 fov-steps/s eta 11h58m
[589540] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1985 fov-steps/s eta 11h56m
[589560] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1985 fov-steps/s eta 11h54m
[589580] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1894 fov-steps/s eta 12h03m
[589600] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1975 fov-steps/s eta 12h00m
[589620] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1971 fov-steps/s eta 11h59m
[589640] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1987 fov-steps/s eta 11h56m
[589660] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1979 fov-steps/s eta 11h55m
[589680] phase C T=8 real=0.20 loss=0.4038 lr=5.00e-05 1940 fov-steps/s eta 11h58m
[589700] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1908 fov-steps/s eta 12h04m
[589720] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1984 fov-steps/s eta 12h00m
[589740] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1984 fov-steps/s eta 11h57m
[589760] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1981 fov-steps/s eta 11h55m
[589780] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1985 fov-steps/s eta 11h54m
[589800] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1874 fov-steps/s eta 12h05m
[589820] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1986 fov-steps/s eta 12h00m
[589840] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1985 fov-steps/s eta 11h57m
[589860] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1985 fov-steps/s eta 11h54m
[589880] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1982 fov-steps/s eta 11h53m
[589900] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1935 fov-steps/s eta 11h57m
[589920] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1919 fov-steps/s eta 12h02m
[589940] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1982 fov-steps/s eta 11h58m
[589960] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1968 fov-steps/s eta 11h57m
[589980] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1984 fov-steps/s eta 11h55m
[590000] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1961 fov-steps/s eta 11h56m
[ckpt] /root/surf/ffn_run6/ckpt_590000.pt
[590020] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1846 fov-steps/s eta 12h09m
[590040] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1975 fov-steps/s eta 12h04m
[590060] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1975 fov-steps/s eta 12h00m
[590080] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1974 fov-steps/s eta 11h58m
[590100] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1982 fov-steps/s eta 11h55m
[590120] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1853 fov-steps/s eta 12h08m
[590140] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1969 fov-steps/s eta 12h03m
[590160] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1984 fov-steps/s eta 11h59m
[590180] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1971 fov-steps/s eta 11h57m
[590200] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1984 fov-steps/s eta 11h54m
[590220] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1954 fov-steps/s eta 11h56m
[590240] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1883 fov-steps/s eta 12h05m
[590260] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1970 fov-steps/s eta 12h01m
[590280] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1930 fov-steps/s eta 12h03m
[590300] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1987 fov-steps/s eta 11h58m
[590320] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1987 fov-steps/s eta 11h55m
[590340] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1848 fov-steps/s eta 12h07m
[590360] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1983 fov-steps/s eta 12h01m
[590380] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1986 fov-steps/s eta 11h57m
[590400] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 11h54m
[590420] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1982 fov-steps/s eta 11h52m
[590440] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1887 fov-steps/s eta 12h01m
[590460] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1939 fov-steps/s eta 12h02m
[590480] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1988 fov-steps/s eta 11h57m
[590500] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1984 fov-steps/s eta 11h54m
[590520] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1986 fov-steps/s eta 11h51m
[590540] phase C T=8 real=0.20 loss=0.3765 lr=5.00e-05 1977 fov-steps/s eta 11h51m
[590560] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1858 fov-steps/s eta 12h03m
[590580] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1985 fov-steps/s eta 11h58m
[590600] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1984 fov-steps/s eta 11h55m
[590620] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1987 fov-steps/s eta 11h52m
[590640] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1978 fov-steps/s eta 11h51m
[590660] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1855 fov-steps/s eta 12h04m
[590680] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1987 fov-steps/s eta 11h58m
[590700] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1988 fov-steps/s eta 11h54m
[590720] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1985 fov-steps/s eta 11h51m
[590740] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1981 fov-steps/s eta 11h50m
[590760] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1896 fov-steps/s eta 11h58m
[590780] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1946 fov-steps/s eta 11h59m
[590800] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1986 fov-steps/s eta 11h54m
[590820] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1983 fov-steps/s eta 11h52m
[590840] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1988 fov-steps/s eta 11h49m
[590860] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1983 fov-steps/s eta 11h48m
[590880] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1854 fov-steps/s eta 12h02m
[590900] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1983 fov-steps/s eta 11h57m
[590920] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1987 fov-steps/s eta 11h53m
[590940] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1954 fov-steps/s eta 11h54m
[590960] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1985 fov-steps/s eta 11h51m
[590980] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1855 fov-steps/s eta 12h03m
[591000] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1988 fov-steps/s eta 11h57m
[591020] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1985 fov-steps/s eta 11h53m
[591040] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1989 fov-steps/s eta 11h50m
[591060] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1988 fov-steps/s eta 11h48m
[591080] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1904 fov-steps/s eta 11h56m
[591100] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1930 fov-steps/s eta 11h58m
[591120] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1982 fov-steps/s eta 11h54m
[591140] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1986 fov-steps/s eta 11h51m
[591160] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1985 fov-steps/s eta 11h49m
[591180] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1986 fov-steps/s eta 11h47m
[591200] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1862 fov-steps/s eta 11h59m
[591220] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1983 fov-steps/s eta 11h55m
[591240] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1984 fov-steps/s eta 11h51m
[591260] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1983 fov-steps/s eta 11h49m
[591280] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1987 fov-steps/s eta 11h47m
[591300] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1732 fov-steps/s eta 12h14m
[591320] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1960 fov-steps/s eta 12h07m
[591340] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1976 fov-steps/s eta 12h01m
[591360] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1987 fov-steps/s eta 11h55m
[591380] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1986 fov-steps/s eta 11h51m
[591400] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1802 fov-steps/s eta 12h09m
[591420] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1882 fov-steps/s eta 12h13m
[591440] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1989 fov-steps/s eta 12h03m
[591460] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1985 fov-steps/s eta 11h57m
[591480] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1987 fov-steps/s eta 11h52m
[591500] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1975 fov-steps/s eta 11h50m
[591520] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1856 fov-steps/s eta 12h02m
[591540] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1973 fov-steps/s eta 11h57m
[591560] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1980 fov-steps/s eta 11h53m
[591580] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1982 fov-steps/s eta 11h50m
[591600] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1950 fov-steps/s eta 11h51m
[591620] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1840 fov-steps/s eta 12h04m
[591640] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1985 fov-steps/s eta 11h57m
[591660] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1986 fov-steps/s eta 11h52m
[591680] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1978 fov-steps/s eta 11h50m
[591700] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1984 fov-steps/s eta 11h47m
[591720] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1901 fov-steps/s eta 11h55m
[591740] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1935 fov-steps/s eta 11h56m
[591760] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1985 fov-steps/s eta 11h51m
[591780] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1950 fov-steps/s eta 11h52m
[591800] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1947 fov-steps/s eta 11h53m
[591820] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1963 fov-steps/s eta 11h52m
[591840] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1655 fov-steps/s eta 12h26m
[591860] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1795 fov-steps/s eta 12h34m
[591880] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1909 fov-steps/s eta 12h26m
[591900] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1932 fov-steps/s eta 12h18m
[591920] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1957 fov-steps/s eta 12h10m
[591940] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1862 fov-steps/s eta 12h15m
[591960] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1985 fov-steps/s eta 12h04m
[591980] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1985 fov-steps/s eta 11h57m
[592000] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1984 fov-steps/s eta 11h52m
[592020] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1986 fov-steps/s eta 11h48m
[592040] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1870 fov-steps/s eta 11h58m
[592060] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1982 fov-steps/s eta 11h53m
[592080] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1986 fov-steps/s eta 11h49m
[592100] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1986 fov-steps/s eta 11h46m
[592120] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1987 fov-steps/s eta 11h44m
[592140] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1951 fov-steps/s eta 11h46m
[592160] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1880 fov-steps/s eta 11h56m
[592180] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1987 fov-steps/s eta 11h50m
[592200] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1986 fov-steps/s eta 11h47m
[592220] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1985 fov-steps/s eta 11h44m
[592240] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1984 fov-steps/s eta 11h43m
[592260] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1828 fov-steps/s eta 11h59m
[592280] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1984 fov-steps/s eta 11h53m
[592300] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1987 fov-steps/s eta 11h48m
[592320] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1986 fov-steps/s eta 11h45m
[592340] phase C T=8 real=0.20 loss=0.3781 lr=5.00e-05 1983 fov-steps/s eta 11h44m
[592360] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1830 fov-steps/s eta 11h59m
[592380] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1988 fov-steps/s eta 11h52m
[592400] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1984 fov-steps/s eta 11h48m
[592420] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1983 fov-steps/s eta 11h45m
[592440] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1983 fov-steps/s eta 11h43m
[592460] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1921 fov-steps/s eta 11h49m
[592480] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1904 fov-steps/s eta 11h54m
[592500] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1985 fov-steps/s eta 11h49m
[592520] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1987 fov-steps/s eta 11h46m
[592540] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1985 fov-steps/s eta 11h43m
[592560] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1985 fov-steps/s eta 11h42m
[592580] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1851 fov-steps/s eta 11h55m
[592600] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1984 fov-steps/s eta 11h50m
[592620] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1983 fov-steps/s eta 11h46m
[592640] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1986 fov-steps/s eta 11h43m
[592660] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1986 fov-steps/s eta 11h41m
[592680] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1853 fov-steps/s eta 11h54m
[592700] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1990 fov-steps/s eta 11h49m
[592720] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1987 fov-steps/s eta 11h45m
[592740] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1985 fov-steps/s eta 11h42m
[592760] phase C T=8 real=0.20 loss=0.4046 lr=5.00e-05 1986 fov-steps/s eta 11h41m
[592780] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1953 fov-steps/s eta 11h43m
[592800] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1898 fov-steps/s eta 11h50m
[592820] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1984 fov-steps/s eta 11h46m
[592840] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1984 fov-steps/s eta 11h43m
[592860] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1983 fov-steps/s eta 11h41m
[592880] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1986 fov-steps/s eta 11h40m
[592900] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1845 fov-steps/s eta 11h54m
[592920] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1940 fov-steps/s eta 11h53m
[592940] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1985 fov-steps/s eta 11h48m
[592960] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1981 fov-steps/s eta 11h45m
[592980] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1986 fov-steps/s eta 11h42m
[593000] phase C T=8 real=0.20 loss=0.4056 lr=5.00e-05 1841 fov-steps/s eta 11h56m
[593020] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1988 fov-steps/s eta 11h49m
[593040] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1989 fov-steps/s eta 11h45m
[593060] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1987 fov-steps/s eta 11h42m
[593080] phase C T=8 real=0.20 loss=0.4002 lr=5.00e-05 1979 fov-steps/s eta 11h40m
[593100] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1942 fov-steps/s eta 11h44m
[593120] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1899 fov-steps/s eta 11h50m
[593140] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1985 fov-steps/s eta 11h46m
[593160] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1985 fov-steps/s eta 11h42m
[593180] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1984 fov-steps/s eta 11h40m
[593200] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1984 fov-steps/s eta 11h39m
[593220] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1843 fov-steps/s eta 11h53m
[593240] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1984 fov-steps/s eta 11h47m
[593260] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1986 fov-steps/s eta 11h43m
[593280] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1980 fov-steps/s eta 11h41m
[593300] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1986 fov-steps/s eta 11h39m
[593320] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1842 fov-steps/s eta 11h53m
[593340] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1985 fov-steps/s eta 11h47m
[593360] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1982 fov-steps/s eta 11h44m
[593380] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1982 fov-steps/s eta 11h41m
[593400] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1976 fov-steps/s eta 11h40m
[593420] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1908 fov-steps/s eta 11h46m
[593440] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1919 fov-steps/s eta 11h50m
[593460] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1987 fov-steps/s eta 11h45m
[593480] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1986 fov-steps/s eta 11h41m
[593500] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1984 fov-steps/s eta 11h39m
[593520] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1986 fov-steps/s eta 11h37m
[593540] phase C T=8 real=0.20 loss=0.4031 lr=5.00e-05 1865 fov-steps/s eta 11h49m
[593560] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1988 fov-steps/s eta 11h44m
[593580] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1960 fov-steps/s eta 11h43m
[593600] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1985 fov-steps/s eta 11h40m
[593620] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1980 fov-steps/s eta 11h39m
[593640] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1877 fov-steps/s eta 11h48m
[593660] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1966 fov-steps/s eta 11h46m
[593680] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1985 fov-steps/s eta 11h42m
[593700] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1987 fov-steps/s eta 11h39m
[593720] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1985 fov-steps/s eta 11h37m
[593740] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1948 fov-steps/s eta 11h40m
[593760] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1878 fov-steps/s eta 11h49m
[593780] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1987 fov-steps/s eta 11h44m
[593800] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1985 fov-steps/s eta 11h40m
[593820] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1987 fov-steps/s eta 11h38m
[593840] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1983 fov-steps/s eta 11h36m
[593860] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1851 fov-steps/s eta 11h49m
[593880] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1984 fov-steps/s eta 11h44m
[593900] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1984 fov-steps/s eta 11h40m
[593920] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1984 fov-steps/s eta 11h38m
[593940] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1984 fov-steps/s eta 11h36m
[593960] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1845 fov-steps/s eta 11h50m
[593980] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1981 fov-steps/s eta 11h45m
[594000] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1987 fov-steps/s eta 11h41m
[594020] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1981 fov-steps/s eta 11h38m
[594040] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1988 fov-steps/s eta 11h36m
[594060] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1875 fov-steps/s eta 11h46m
[594080] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1923 fov-steps/s eta 11h48m
[594100] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1985 fov-steps/s eta 11h43m
[594120] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1984 fov-steps/s eta 11h39m
[594140] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1983 fov-steps/s eta 11h37m
[594160] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1961 fov-steps/s eta 11h38m
[594180] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1890 fov-steps/s eta 11h46m
[594200] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1986 fov-steps/s eta 11h41m
[594220] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1986 fov-steps/s eta 11h38m
[594240] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1958 fov-steps/s eta 11h38m
[594260] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1980 fov-steps/s eta 11h36m
[594280] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1860 fov-steps/s eta 11h48m
[594300] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1983 fov-steps/s eta 11h43m
[594320] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1982 fov-steps/s eta 11h39m
[594340] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1985 fov-steps/s eta 11h36m
[594360] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1985 fov-steps/s eta 11h34m
[594380] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1895 fov-steps/s eta 11h43m
[594400] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1926 fov-steps/s eta 11h45m
[594420] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1985 fov-steps/s eta 11h40m
[594440] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1982 fov-steps/s eta 11h37m
[594460] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1983 fov-steps/s eta 11h35m
[594480] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1981 fov-steps/s eta 11h34m
[594500] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1849 fov-steps/s eta 11h47m
[594520] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1985 fov-steps/s eta 11h42m
[594540] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1984 fov-steps/s eta 11h38m
[594560] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1984 fov-steps/s eta 11h35m
[594580] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1984 fov-steps/s eta 11h34m
[594600] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1842 fov-steps/s eta 11h48m
[594620] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1988 fov-steps/s eta 11h41m
[594640] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1983 fov-steps/s eta 11h38m
[594660] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1986 fov-steps/s eta 11h35m
[594680] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1984 fov-steps/s eta 11h33m
[594700] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1940 fov-steps/s eta 11h36m
[594720] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1892 fov-steps/s eta 11h44m
[594740] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1986 fov-steps/s eta 11h39m
[594760] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1978 fov-steps/s eta 11h36m
[594780] phase C T=8 real=0.20 loss=0.4043 lr=5.00e-05 1979 fov-steps/s eta 11h35m
[594800] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1983 fov-steps/s eta 11h33m
[594820] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1864 fov-steps/s eta 11h44m
[594840] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1978 fov-steps/s eta 11h40m
[594860] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1983 fov-steps/s eta 11h36m
[594880] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1985 fov-steps/s eta 11h34m
[594900] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1956 fov-steps/s eta 11h35m
[594920] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1856 fov-steps/s eta 11h47m
[594940] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1954 fov-steps/s eta 11h44m
[594960] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1978 fov-steps/s eta 11h40m
[594980] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1983 fov-steps/s eta 11h36m
[595000] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1978 fov-steps/s eta 11h34m
[ckpt] /root/surf/ffn_run6/ckpt_595000.pt
[595020] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1980 fov-steps/s eta 11h32m
[595040] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1862 fov-steps/s eta 11h44m
[595060] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1970 fov-steps/s eta 11h40m
[595080] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1976 fov-steps/s eta 11h37m
[595100] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1981 fov-steps/s eta 11h34m
[595120] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1983 fov-steps/s eta 11h32m
[595140] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1849 fov-steps/s eta 11h45m
[595160] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1983 fov-steps/s eta 11h40m
[595180] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1980 fov-steps/s eta 11h36m
[595200] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1982 fov-steps/s eta 11h34m
[595220] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1980 fov-steps/s eta 11h32m
[595240] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1889 fov-steps/s eta 11h40m
[595260] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1918 fov-steps/s eta 11h43m
[595280] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1985 fov-steps/s eta 11h38m
[595300] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1980 fov-steps/s eta 11h35m
[595320] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1981 fov-steps/s eta 11h32m
[595340] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1983 fov-steps/s eta 11h31m
[595360] phase C T=8 real=0.20 loss=0.3786 lr=5.00e-05 1845 fov-steps/s eta 11h44m
[595380] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1984 fov-steps/s eta 11h38m
[595400] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1984 fov-steps/s eta 11h35m
[595420] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1981 fov-steps/s eta 11h32m
[595440] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1985 fov-steps/s eta 11h30m
[595460] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1848 fov-steps/s eta 11h43m
[595480] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1984 fov-steps/s eta 11h38m
[595500] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1985 fov-steps/s eta 11h34m
[595520] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1983 fov-steps/s eta 11h31m
[595540] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1980 fov-steps/s eta 11h30m
[595560] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1882 fov-steps/s eta 11h39m
[595580] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1933 fov-steps/s eta 11h40m
[595600] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1985 fov-steps/s eta 11h36m
[595620] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1986 fov-steps/s eta 11h32m
[595640] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1982 fov-steps/s eta 11h30m
[595660] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1982 fov-steps/s eta 11h29m
[595680] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1851 fov-steps/s eta 11h42m
[595700] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1984 fov-steps/s eta 11h36m
[595720] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1985 fov-steps/s eta 11h33m
[595740] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1986 fov-steps/s eta 11h30m
[595760] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1984 fov-steps/s eta 11h28m
[595780] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1864 fov-steps/s eta 11h40m
[595800] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1982 fov-steps/s eta 11h35m
[595820] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1982 fov-steps/s eta 11h32m
[595840] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1979 fov-steps/s eta 11h30m
[595860] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1984 fov-steps/s eta 11h28m
[595880] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1868 fov-steps/s eta 11h39m
[595900] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1933 fov-steps/s eta 11h40m
[595920] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1980 fov-steps/s eta 11h35m
[595940] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1983 fov-steps/s eta 11h32m
[595960] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1932 fov-steps/s eta 11h35m
[595980] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1916 fov-steps/s eta 11h39m
[596000] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1860 fov-steps/s eta 11h47m
[596020] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1980 fov-steps/s eta 11h40m
[596040] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1973 fov-steps/s eta 11h36m
[596060] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1974 fov-steps/s eta 11h33m
[596080] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1980 fov-steps/s eta 11h31m
[596100] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1855 fov-steps/s eta 11h42m
[596120] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1977 fov-steps/s eta 11h37m
[596140] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1979 fov-steps/s eta 11h33m
[596160] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 11h30m
[596180] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1977 fov-steps/s eta 11h29m
[596200] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1850 fov-steps/s eta 11h41m
[596220] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1969 fov-steps/s eta 11h37m
[596240] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1972 fov-steps/s eta 11h34m
[596260] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1979 fov-steps/s eta 11h31m
[596280] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1981 fov-steps/s eta 11h28m
[596300] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1959 fov-steps/s eta 11h29m
[596320] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1877 fov-steps/s eta 11h38m
[596340] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1982 fov-steps/s eta 11h33m
[596360] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1979 fov-steps/s eta 11h30m
[596380] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1978 fov-steps/s eta 11h28m
[596400] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1981 fov-steps/s eta 11h27m
[596420] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1836 fov-steps/s eta 11h41m
[596440] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1979 fov-steps/s eta 11h35m
[596460] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1977 fov-steps/s eta 11h32m
[596480] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1981 fov-steps/s eta 11h29m
[596500] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1981 fov-steps/s eta 11h27m
[596520] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1864 fov-steps/s eta 11h38m
[596540] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1968 fov-steps/s eta 11h34m
[596560] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1975 fov-steps/s eta 11h31m
[596580] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1977 fov-steps/s eta 11h29m
[596600] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1980 fov-steps/s eta 11h27m
[596620] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1973 fov-steps/s eta 11h26m
[596640] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1873 fov-steps/s eta 11h36m
[596660] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 11h32m
[596680] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1976 fov-steps/s eta 11h29m
[596700] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1981 fov-steps/s eta 11h27m
[596720] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1979 fov-steps/s eta 11h25m
[596740] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1880 fov-steps/s eta 11h35m
[596760] phase C T=8 real=0.20 loss=0.4064 lr=5.00e-05 1981 fov-steps/s eta 11h31m
[596780] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1982 fov-steps/s eta 11h28m
[596800] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1982 fov-steps/s eta 11h25m
[596820] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1978 fov-steps/s eta 11h24m
[596840] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1909 fov-steps/s eta 11h31m
[596860] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1954 fov-steps/s eta 11h30m
[596880] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1971 fov-steps/s eta 11h28m
[596900] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1976 fov-steps/s eta 11h27m
[596920] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1978 fov-steps/s eta 11h25m
[596940] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1980 fov-steps/s eta 11h24m
[596960] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1867 fov-steps/s eta 11h35m
[596980] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1980 fov-steps/s eta 11h30m
[597000] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1980 fov-steps/s eta 11h27m
[597020] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 11h25m
[597040] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1977 fov-steps/s eta 11h24m
[597060] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1889 fov-steps/s eta 11h32m
[597080] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1980 fov-steps/s eta 11h29m
[597100] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1981 fov-steps/s eta 11h26m
[597120] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1980 fov-steps/s eta 11h24m
[597140] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1979 fov-steps/s eta 11h23m
[597160] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1845 fov-steps/s eta 11h36m
[597180] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1976 fov-steps/s eta 11h31m
[597200] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1983 fov-steps/s eta 11h27m
[597220] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1980 fov-steps/s eta 11h25m
[597240] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 11h24m
[597260] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1940 fov-steps/s eta 11h26m
[597280] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1904 fov-steps/s eta 11h32m
[597300] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1979 fov-steps/s eta 11h28m
[597320] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1982 fov-steps/s eta 11h25m
[597340] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1980 fov-steps/s eta 11h23m
[597360] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1980 fov-steps/s eta 11h22m
[597380] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1825 fov-steps/s eta 11h37m
[597400] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1982 fov-steps/s eta 11h31m
[597420] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1977 fov-steps/s eta 11h28m
[597440] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1981 fov-steps/s eta 11h25m
[597460] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1980 fov-steps/s eta 11h23m
[597480] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1855 fov-steps/s eta 11h35m
[597500] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1981 fov-steps/s eta 11h29m
[597520] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1979 fov-steps/s eta 11h26m
[597540] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1983 fov-steps/s eta 11h23m
[597560] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1964 fov-steps/s eta 11h23m
[597580] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1956 fov-steps/s eta 11h24m
[597600] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1886 fov-steps/s eta 11h32m
[597620] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1984 fov-steps/s eta 11h27m
[597640] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1983 fov-steps/s eta 11h24m
[597660] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1982 fov-steps/s eta 11h22m
[597680] phase C T=8 real=0.20 loss=0.4030 lr=5.00e-05 1977 fov-steps/s eta 11h21m
[597700] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1848 fov-steps/s eta 11h34m
[597720] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1980 fov-steps/s eta 11h29m
[597740] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1981 fov-steps/s eta 11h25m
[597760] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1979 fov-steps/s eta 11h23m
[597780] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1977 fov-steps/s eta 11h21m
[597800] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1849 fov-steps/s eta 11h34m
[597820] phase C T=8 real=0.20 loss=0.4063 lr=5.00e-05 1979 fov-steps/s eta 11h29m
[597840] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1977 fov-steps/s eta 11h25m
[597860] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1979 fov-steps/s eta 11h23m
[597880] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1982 fov-steps/s eta 11h21m
[597900] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1917 fov-steps/s eta 11h26m
[597920] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1900 fov-steps/s eta 11h32m
[597940] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1982 fov-steps/s eta 11h27m
[597960] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1978 fov-steps/s eta 11h24m
[597980] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1978 fov-steps/s eta 11h22m
[598000] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1981 fov-steps/s eta 11h20m
[598020] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1847 fov-steps/s eta 11h33m
[598040] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1981 fov-steps/s eta 11h27m
[598060] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1982 fov-steps/s eta 11h24m
[598080] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1980 fov-steps/s eta 11h21m
[598100] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1982 fov-steps/s eta 11h19m
[598120] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1865 fov-steps/s eta 11h30m
[598140] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1978 fov-steps/s eta 11h26m
[598160] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1981 fov-steps/s eta 11h23m
[598180] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1981 fov-steps/s eta 11h20m
[598200] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1974 fov-steps/s eta 11h19m
[598220] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1937 fov-steps/s eta 11h22m
[598240] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1903 fov-steps/s eta 11h28m
[598260] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1978 fov-steps/s eta 11h24m
[598280] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1983 fov-steps/s eta 11h21m
[598300] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1978 fov-steps/s eta 11h19m
[598320] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1980 fov-steps/s eta 11h18m
[598340] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1863 fov-steps/s eta 11h29m
[598360] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1981 fov-steps/s eta 11h25m
[598380] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1982 fov-steps/s eta 11h21m
[598400] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1981 fov-steps/s eta 11h19m
[598420] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1981 fov-steps/s eta 11h17m
[598440] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1881 fov-steps/s eta 11h27m
[598460] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1977 fov-steps/s eta 11h23m
[598480] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1981 fov-steps/s eta 11h20m
[598500] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1979 fov-steps/s eta 11h18m
[598520] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 11h17m
[598540] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1913 fov-steps/s eta 11h23m
[598560] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1796 fov-steps/s eta 11h40m
[598580] phase C T=8 real=0.20 loss=0.3786 lr=5.00e-05 1972 fov-steps/s eta 11h33m
[598600] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1979 fov-steps/s eta 11h27m
[598620] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1979 fov-steps/s eta 11h23m
[598640] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1981 fov-steps/s eta 11h20m
[598660] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1855 fov-steps/s eta 11h31m
[598680] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1980 fov-steps/s eta 11h25m
[598700] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1981 fov-steps/s eta 11h22m
[598720] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1979 fov-steps/s eta 11h19m
[598740] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1982 fov-steps/s eta 11h17m
[598760] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1874 fov-steps/s eta 11h27m
[598780] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1983 fov-steps/s eta 11h22m
[598800] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1981 fov-steps/s eta 11h19m
[598820] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1982 fov-steps/s eta 11h17m
[598840] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1982 fov-steps/s eta 11h15m
[598860] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1928 fov-steps/s eta 11h20m
[598880] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1887 fov-steps/s eta 11h27m
[598900] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1982 fov-steps/s eta 11h22m
[598920] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1983 fov-steps/s eta 11h19m
[598940] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1983 fov-steps/s eta 11h16m
[598960] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1983 fov-steps/s eta 11h15m
[598980] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1860 fov-steps/s eta 11h26m
[599000] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 11h22m
[599020] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1981 fov-steps/s eta 11h19m
[599040] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1981 fov-steps/s eta 11h16m
[599060] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1981 fov-steps/s eta 11h15m
[599080] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1861 fov-steps/s eta 11h26m
[599100] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1982 fov-steps/s eta 11h21m
[599120] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1982 fov-steps/s eta 11h18m
[599140] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1978 fov-steps/s eta 11h16m
[599160] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1982 fov-steps/s eta 11h14m
[599180] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1939 fov-steps/s eta 11h17m
[599200] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1895 fov-steps/s eta 11h24m
[599220] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1982 fov-steps/s eta 11h20m
[599240] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1983 fov-steps/s eta 11h17m
[599260] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1984 fov-steps/s eta 11h14m
[599280] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1981 fov-steps/s eta 11h13m
[599300] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1887 fov-steps/s eta 11h22m
[599320] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 11h19m
[599340] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1976 fov-steps/s eta 11h17m
[599360] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1977 fov-steps/s eta 11h15m
[599380] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1979 fov-steps/s eta 11h13m
[599400] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1843 fov-steps/s eta 11h27m
[599420] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1982 fov-steps/s eta 11h21m
[599440] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1978 fov-steps/s eta 11h18m
[599460] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1983 fov-steps/s eta 11h15m
[599480] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1982 fov-steps/s eta 11h13m
[599500] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1953 fov-steps/s eta 11h15m
[599520] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1893 fov-steps/s eta 11h22m
[599540] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1965 fov-steps/s eta 11h20m
[599560] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1980 fov-steps/s eta 11h17m
[599580] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1978 fov-steps/s eta 11h15m
[599600] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1979 fov-steps/s eta 11h13m
[599620] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1854 fov-steps/s eta 11h25m
[599640] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1979 fov-steps/s eta 11h20m
[599660] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1978 fov-steps/s eta 11h17m
[599680] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1978 fov-steps/s eta 11h15m
[599700] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1980 fov-steps/s eta 11h13m
[599720] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1864 fov-steps/s eta 11h24m
[599740] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1979 fov-steps/s eta 11h19m
[599760] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1982 fov-steps/s eta 11h16m
[599780] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1983 fov-steps/s eta 11h13m
[599800] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1978 fov-steps/s eta 11h12m
[599820] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1923 fov-steps/s eta 11h17m
[599840] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1923 fov-steps/s eta 11h20m
[599860] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1983 fov-steps/s eta 11h16m
[599880] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1981 fov-steps/s eta 11h13m
[599900] phase C T=8 real=0.20 loss=0.3779 lr=5.00e-05 1981 fov-steps/s eta 11h12m
[599920] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1984 fov-steps/s eta 11h10m
[599940] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1874 fov-steps/s eta 11h20m
[599960] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1985 fov-steps/s eta 11h16m
[599980] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1983 fov-steps/s eta 11h13m
[600000] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1983 fov-steps/s eta 11h11m
[ckpt] /root/surf/ffn_run6/ckpt_600000.pt
[val 600000] NERL all=0.3772 (real=0.3772 synth=0.1059) | merge all=0.0963 (real=0.0833 blind=0.093) inst=147 | best_nerl=0.4187 best_realmerge=0.0729 (104s)
[val 600000] movement: panel_1step=0.1224 mean_steps=463.86 core_1step=0.3125
[val 600000] CORE (unlabelled target regime): score=0.00428 cov=0.2498 inst=16 valid=0.75 | best_core=0.04247
[600020] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1989 fov-steps/s eta 11h09m
[600040] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1991 fov-steps/s eta 11h07m
[600060] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1842 fov-steps/s eta 11h21m
[600080] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1959 fov-steps/s eta 11h19m
[600100] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1990 fov-steps/s eta 11h15m
[600120] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1983 fov-steps/s eta 11h12m
[600140] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1990 fov-steps/s eta 11h09m
[600160] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1983 fov-steps/s eta 11h08m
[600180] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1865 fov-steps/s eta 11h20m
[600200] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1988 fov-steps/s eta 11h15m
[600220] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1989 fov-steps/s eta 11h11m
[600240] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1984 fov-steps/s eta 11h09m
[600260] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1988 fov-steps/s eta 11h08m
[600280] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1868 fov-steps/s eta 11h19m
[600300] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1987 fov-steps/s eta 11h14m
[600320] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1987 fov-steps/s eta 11h11m
[600340] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1982 fov-steps/s eta 11h09m
[600360] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1986 fov-steps/s eta 11h08m
[600380] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1913 fov-steps/s eta 11h14m
[600400] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1929 fov-steps/s eta 11h17m
[600420] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1983 fov-steps/s eta 11h13m
[600440] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1983 fov-steps/s eta 11h10m
[600460] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1973 fov-steps/s eta 11h10m
[600480] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1976 fov-steps/s eta 11h09m
[600500] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1860 fov-steps/s eta 11h20m
[600520] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1981 fov-steps/s eta 11h15m
[600540] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1977 fov-steps/s eta 11h13m
[600560] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1981 fov-steps/s eta 11h10m
[600580] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1981 fov-steps/s eta 11h08m
[600600] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1880 fov-steps/s eta 11h18m
[600620] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1946 fov-steps/s eta 11h17m
[600640] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1980 fov-steps/s eta 11h13m
[600660] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1980 fov-steps/s eta 11h11m
[600680] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1977 fov-steps/s eta 11h09m
[600700] phase C T=8 real=0.20 loss=0.4016 lr=5.00e-05 1924 fov-steps/s eta 11h13m
[600720] phase C T=8 real=0.20 loss=0.4038 lr=5.00e-05 1900 fov-steps/s eta 11h19m
[600740] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1978 fov-steps/s eta 11h15m
[600760] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1980 fov-steps/s eta 11h11m
[600780] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1982 fov-steps/s eta 11h09m
[600800] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 11h07m
[600820] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1854 fov-steps/s eta 11h19m
[600840] phase C T=8 real=0.20 loss=0.4006 lr=5.00e-05 1982 fov-steps/s eta 11h14m
[600860] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1980 fov-steps/s eta 11h11m
[600880] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1980 fov-steps/s eta 11h09m
[600900] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1983 fov-steps/s eta 11h07m
[600920] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1866 fov-steps/s eta 11h18m
[600940] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1982 fov-steps/s eta 11h13m
[600960] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1982 fov-steps/s eta 11h10m
[600980] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1982 fov-steps/s eta 11h08m
[601000] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1979 fov-steps/s eta 11h06m
[601020] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1938 fov-steps/s eta 11h10m
[601040] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1909 fov-steps/s eta 11h15m
[601060] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1979 fov-steps/s eta 11h11m
[601080] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1978 fov-steps/s eta 11h09m
[601100] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1982 fov-steps/s eta 11h07m
[601120] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1971 fov-steps/s eta 11h06m
[601140] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1848 fov-steps/s eta 11h19m
[601160] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1979 fov-steps/s eta 11h14m
[601180] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1976 fov-steps/s eta 11h11m
[601200] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1975 fov-steps/s eta 11h09m
[601220] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1973 fov-steps/s eta 11h07m
[601240] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1824 fov-steps/s eta 11h22m
[601260] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1971 fov-steps/s eta 11h17m
[601280] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1975 fov-steps/s eta 11h13m
[601300] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1976 fov-steps/s eta 11h10m
[601320] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 11h08m
[601340] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1907 fov-steps/s eta 11h13m
[601360] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1889 fov-steps/s eta 11h19m
[601380] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1979 fov-steps/s eta 11h14m
[601400] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1979 fov-steps/s eta 11h10m
[601420] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1978 fov-steps/s eta 11h08m
[601440] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1977 fov-steps/s eta 11h06m
[601460] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1798 fov-steps/s eta 11h23m
[601480] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1979 fov-steps/s eta 11h17m
[601500] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 11h12m
[601520] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1982 fov-steps/s eta 11h08m
[601540] phase C T=8 real=0.20 loss=0.4028 lr=5.00e-05 1980 fov-steps/s eta 11h06m
[601560] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1865 fov-steps/s eta 11h16m
[601580] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 11h12m
[601600] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1979 fov-steps/s eta 11h08m
[601620] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1980 fov-steps/s eta 11h06m
[601640] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1980 fov-steps/s eta 11h04m
[601660] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1899 fov-steps/s eta 11h11m
[601680] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1938 fov-steps/s eta 11h12m
[601700] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1974 fov-steps/s eta 11h09m
[601720] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1977 fov-steps/s eta 11h07m
[601740] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1976 fov-steps/s eta 11h05m
[601760] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1977 fov-steps/s eta 11h04m
[601780] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1840 fov-steps/s eta 11h17m
[601800] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1972 fov-steps/s eta 11h12m
[601820] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1981 fov-steps/s eta 11h08m
[601840] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 11h06m
[601860] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1980 fov-steps/s eta 11h04m
[601880] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1900 fov-steps/s eta 11h11m
[601900] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1983 fov-steps/s eta 11h07m
[601920] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1980 fov-steps/s eta 11h04m
[601940] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1982 fov-steps/s eta 11h03m
[601960] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1979 fov-steps/s eta 11h02m
[601980] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1948 fov-steps/s eta 11h04m
[602000] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1890 fov-steps/s eta 11h12m
[602020] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 11h08m
[602040] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1979 fov-steps/s eta 11h05m
[602060] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1975 fov-steps/s eta 11h04m
[602080] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1975 fov-steps/s eta 11h02m
[602100] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1852 fov-steps/s eta 11h14m
[602120] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1976 fov-steps/s eta 11h10m
[602140] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1977 fov-steps/s eta 11h07m
[602160] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1971 fov-steps/s eta 11h05m
[602180] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1976 fov-steps/s eta 11h03m
[602200] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1851 fov-steps/s eta 11h15m
[602220] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1974 fov-steps/s eta 11h10m
[602240] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1980 fov-steps/s eta 11h07m
[602260] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1978 fov-steps/s eta 11h04m
[602280] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1975 fov-steps/s eta 11h03m
[602300] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1905 fov-steps/s eta 11h09m
[602320] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1877 fov-steps/s eta 11h16m
[602340] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1977 fov-steps/s eta 11h11m
[602360] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1978 fov-steps/s eta 11h07m
[602380] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1976 fov-steps/s eta 11h04m
[602400] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1978 fov-steps/s eta 11h02m
[602420] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1867 fov-steps/s eta 11h12m
[602440] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1973 fov-steps/s eta 11h08m
[602460] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1971 fov-steps/s eta 11h06m
[602480] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 11h03m
[602500] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1977 fov-steps/s eta 11h01m
[602520] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1841 fov-steps/s eta 11h14m
[602540] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1980 fov-steps/s eta 11h09m
[602560] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1978 fov-steps/s eta 11h05m
[602580] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1979 fov-steps/s eta 11h03m
[602600] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1976 fov-steps/s eta 11h01m
[602620] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1942 fov-steps/s eta 11h03m
[602640] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1900 fov-steps/s eta 11h09m
[602660] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1976 fov-steps/s eta 11h06m
[602680] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1974 fov-steps/s eta 11h03m
[602700] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1978 fov-steps/s eta 11h01m
[602720] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1978 fov-steps/s eta 11h00m
[602740] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1816 fov-steps/s eta 11h15m
[602760] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 11h09m
[602780] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1978 fov-steps/s eta 11h05m
[602800] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 11h03m
[602820] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1979 fov-steps/s eta 11h00m
[602840] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1897 fov-steps/s eta 11h07m
[602860] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1948 fov-steps/s eta 11h07m
[602880] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1980 fov-steps/s eta 11h03m
[602900] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1978 fov-steps/s eta 11h01m
[602920] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1980 fov-steps/s eta 10h59m
[602940] phase C T=8 real=0.20 loss=0.4017 lr=5.00e-05 1958 fov-steps/s eta 11h00m
[602960] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1880 fov-steps/s eta 11h09m
[602980] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1977 fov-steps/s eta 11h05m
[603000] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1979 fov-steps/s eta 11h02m
[603020] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1974 fov-steps/s eta 11h00m
[603040] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1981 fov-steps/s eta 10h58m
[603060] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1864 fov-steps/s eta 11h09m
[603080] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1979 fov-steps/s eta 11h04m
[603100] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1975 fov-steps/s eta 11h02m
[603120] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1973 fov-steps/s eta 11h00m
[603140] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1980 fov-steps/s eta 10h58m
[603160] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1907 fov-steps/s eta 11h04m
[603180] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1941 fov-steps/s eta 11h05m
[603200] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1980 fov-steps/s eta 11h01m
[603220] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1982 fov-steps/s eta 10h59m
[603240] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1981 fov-steps/s eta 10h57m
[603260] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1979 fov-steps/s eta 10h56m
[603280] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1721 fov-steps/s eta 11h22m
[603300] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1980 fov-steps/s eta 11h13m
[603320] phase C T=8 real=0.20 loss=0.4021 lr=5.00e-05 1979 fov-steps/s eta 11h07m
[603340] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1979 fov-steps/s eta 11h03m
[603360] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1981 fov-steps/s eta 11h00m
[603380] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1863 fov-steps/s eta 11h10m
[603400] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1981 fov-steps/s eta 11h04m
[603420] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1980 fov-steps/s eta 11h01m
[603440] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1978 fov-steps/s eta 10h58m
[603460] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1978 fov-steps/s eta 10h57m
[603480] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1902 fov-steps/s eta 11h03m
[603500] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1939 fov-steps/s eta 11h04m
[603520] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1973 fov-steps/s eta 11h01m
[603540] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1982 fov-steps/s eta 10h58m
[603560] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1983 fov-steps/s eta 10h56m
[603580] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1977 fov-steps/s eta 10h55m
[603600] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1867 fov-steps/s eta 11h06m
[603620] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1984 fov-steps/s eta 11h01m
[603640] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1981 fov-steps/s eta 10h58m
[603660] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1982 fov-steps/s eta 10h56m
[603680] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1981 fov-steps/s eta 10h54m
[603700] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1850 fov-steps/s eta 11h07m
[603720] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1976 fov-steps/s eta 11h02m
[603740] phase C T=8 real=0.20 loss=0.4016 lr=5.00e-05 1974 fov-steps/s eta 11h00m
[603760] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1973 fov-steps/s eta 10h58m
[603780] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1954 fov-steps/s eta 10h58m
[603800] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1900 fov-steps/s eta 11h04m
[603820] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1928 fov-steps/s eta 11h05m
[603840] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1981 fov-steps/s eta 11h01m
[603860] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1977 fov-steps/s eta 10h58m
[603880] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 10h56m
[603900] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1963 fov-steps/s eta 10h56m
[603920] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1876 fov-steps/s eta 11h05m
[603940] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1981 fov-steps/s eta 11h00m
[603960] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1977 fov-steps/s eta 10h58m
[603980] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1978 fov-steps/s eta 10h56m
[604000] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1978 fov-steps/s eta 10h54m
[604020] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1852 fov-steps/s eta 11h06m
[604040] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1980 fov-steps/s eta 11h01m
[604060] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1979 fov-steps/s eta 10h58m
[604080] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1981 fov-steps/s eta 10h55m
[604100] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1983 fov-steps/s eta 10h53m
[604120] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1876 fov-steps/s eta 11h03m
[604140] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1954 fov-steps/s eta 11h01m
[604160] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1983 fov-steps/s eta 10h57m
[604180] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1979 fov-steps/s eta 10h55m
[604200] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1981 fov-steps/s eta 10h53m
[604220] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 10h52m
[604240] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1863 fov-steps/s eta 11h03m
[604260] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1979 fov-steps/s eta 10h59m
[604280] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1981 fov-steps/s eta 10h56m
[604300] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1979 fov-steps/s eta 10h54m
[604320] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1981 fov-steps/s eta 10h52m
[604340] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1854 fov-steps/s eta 11h04m
[604360] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1979 fov-steps/s eta 10h59m
[604380] phase C T=8 real=0.20 loss=0.4025 lr=5.00e-05 1983 fov-steps/s eta 10h56m
[604400] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1981 fov-steps/s eta 10h53m
[604420] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1979 fov-steps/s eta 10h52m
[604440] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1891 fov-steps/s eta 11h00m
[604460] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1931 fov-steps/s eta 11h01m
[604480] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1980 fov-steps/s eta 10h57m
[604500] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1981 fov-steps/s eta 10h54m
[604520] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1981 fov-steps/s eta 10h52m
[604540] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1949 fov-steps/s eta 10h54m
[604560] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1877 fov-steps/s eta 11h02m
[604580] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1983 fov-steps/s eta 10h58m
[604600] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1981 fov-steps/s eta 10h54m
[604620] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1979 fov-steps/s eta 10h52m
[604640] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1978 fov-steps/s eta 10h51m
[604660] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1872 fov-steps/s eta 11h01m
[604680] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1979 fov-steps/s eta 10h57m
[604700] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1983 fov-steps/s eta 10h53m
[604720] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1982 fov-steps/s eta 10h51m
[604740] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1981 fov-steps/s eta 10h50m
[604760] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1941 fov-steps/s eta 10h53m
[604780] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1905 fov-steps/s eta 10h58m
[604800] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 10h55m
[604820] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1982 fov-steps/s eta 10h52m
[604840] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1980 fov-steps/s eta 10h51m
[604860] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1980 fov-steps/s eta 10h49m
[604880] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1705 fov-steps/s eta 11h17m
[604900] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1981 fov-steps/s eta 11h07m
[604920] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1981 fov-steps/s eta 11h01m
[604940] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1983 fov-steps/s eta 10h56m
[604960] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1983 fov-steps/s eta 10h52m
[604980] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1843 fov-steps/s eta 11h04m
[605000] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1985 fov-steps/s eta 10h58m
[ckpt] /root/surf/ffn_run6/ckpt_605000.pt
[605020] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1979 fov-steps/s eta 10h54m
[605040] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1984 fov-steps/s eta 10h51m
[605060] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1981 fov-steps/s eta 10h49m
[605080] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1887 fov-steps/s eta 10h58m
[605100] phase C T=8 real=0.20 loss=0.3770 lr=5.00e-05 1933 fov-steps/s eta 10h59m
[605120] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1982 fov-steps/s eta 10h54m
[605140] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1982 fov-steps/s eta 10h51m
[605160] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1984 fov-steps/s eta 10h49m
[605180] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1980 fov-steps/s eta 10h48m
[605200] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1848 fov-steps/s eta 11h00m
[605220] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1981 fov-steps/s eta 10h55m
[605240] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1984 fov-steps/s eta 10h52m
[605260] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1983 fov-steps/s eta 10h49m
[605280] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1983 fov-steps/s eta 10h48m
[605300] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1838 fov-steps/s eta 11h01m
[605320] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1984 fov-steps/s eta 10h55m
[605340] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1980 fov-steps/s eta 10h52m
[605360] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1984 fov-steps/s eta 10h49m
[605380] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1982 fov-steps/s eta 10h48m
[605400] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1888 fov-steps/s eta 10h56m
[605420] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1959 fov-steps/s eta 10h54m
[605440] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1982 fov-steps/s eta 10h51m
[605460] phase C T=8 real=0.20 loss=0.4016 lr=5.00e-05 1980 fov-steps/s eta 10h49m
[605480] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1983 fov-steps/s eta 10h47m
[605500] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1947 fov-steps/s eta 10h49m
[605520] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1889 fov-steps/s eta 10h56m
[605540] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1983 fov-steps/s eta 10h52m
[605560] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1982 fov-steps/s eta 10h49m
[605580] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1982 fov-steps/s eta 10h47m
[605600] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1982 fov-steps/s eta 10h46m
[605620] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1857 fov-steps/s eta 10h57m
[605640] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1982 fov-steps/s eta 10h53m
[605660] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1979 fov-steps/s eta 10h50m
[605680] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1980 fov-steps/s eta 10h48m
[605700] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1978 fov-steps/s eta 10h46m
[605720] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1848 fov-steps/s eta 10h59m
[605740] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1968 fov-steps/s eta 10h55m
[605760] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1967 fov-steps/s eta 10h52m
[605780] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1980 fov-steps/s eta 10h49m
[605800] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1980 fov-steps/s eta 10h47m
[605820] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1948 fov-steps/s eta 10h49m
[605840] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1813 fov-steps/s eta 11h04m
[605860] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1980 fov-steps/s eta 10h57m
[605880] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1980 fov-steps/s eta 10h53m
[605900] phase C T=8 real=0.20 loss=0.4017 lr=5.00e-05 1977 fov-steps/s eta 10h50m
[605920] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1977 fov-steps/s eta 10h48m
[605940] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1843 fov-steps/s eta 11h00m
[605960] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1977 fov-steps/s eta 10h54m
[605980] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1980 fov-steps/s eta 10h50m
[606000] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1976 fov-steps/s eta 10h48m
[606020] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1980 fov-steps/s eta 10h46m
[606040] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1888 fov-steps/s eta 10h54m
[606060] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1943 fov-steps/s eta 10h54m
[606080] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1975 fov-steps/s eta 10h50m
[606100] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1979 fov-steps/s eta 10h48m
[606120] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1979 fov-steps/s eta 10h46m
[606140] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1966 fov-steps/s eta 10h46m
[606160] phase C T=8 real=0.20 loss=0.4041 lr=5.00e-05 1821 fov-steps/s eta 11h00m
[606180] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1983 fov-steps/s eta 10h54m
[606200] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1978 fov-steps/s eta 10h50m
[606220] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1978 fov-steps/s eta 10h47m
[606240] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1980 fov-steps/s eta 10h45m
[606260] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1822 fov-steps/s eta 11h00m
[606280] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1973 fov-steps/s eta 10h54m
[606300] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1981 fov-steps/s eta 10h50m
[606320] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1982 fov-steps/s eta 10h47m
[606340] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1983 fov-steps/s eta 10h44m
[606360] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1878 fov-steps/s eta 10h53m
[606380] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1940 fov-steps/s eta 10h53m
[606400] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1991 fov-steps/s eta 10h48m
[606420] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1982 fov-steps/s eta 10h45m
[606440] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1995 fov-steps/s eta 10h42m
[606460] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1993 fov-steps/s eta 10h40m
[606480] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1879 fov-steps/s eta 10h50m
[606500] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1993 fov-steps/s eta 10h45m
[606520] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1992 fov-steps/s eta 10h42m
[606540] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1997 fov-steps/s eta 10h40m
[606560] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1994 fov-steps/s eta 10h38m
[606580] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1870 fov-steps/s eta 10h49m
[606600] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1991 fov-steps/s eta 10h45m
[606620] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1982 fov-steps/s eta 10h43m
[606640] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1984 fov-steps/s eta 10h41m
[606660] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1987 fov-steps/s eta 10h40m
[606680] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1903 fov-steps/s eta 10h47m
[606700] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1904 fov-steps/s eta 10h52m
[606720] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1987 fov-steps/s eta 10h47m
[606740] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1986 fov-steps/s eta 10h44m
[606760] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1986 fov-steps/s eta 10h42m
[606780] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1987 fov-steps/s eta 10h40m
[606800] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1851 fov-steps/s eta 10h52m
[606820] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1981 fov-steps/s eta 10h48m
[606840] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1979 fov-steps/s eta 10h45m
[606860] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1982 fov-steps/s eta 10h42m
[606880] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1980 fov-steps/s eta 10h41m
[606900] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1817 fov-steps/s eta 10h56m
[606920] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1981 fov-steps/s eta 10h50m
[606940] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1977 fov-steps/s eta 10h47m
[606960] phase C T=8 real=0.20 loss=0.4044 lr=5.00e-05 1977 fov-steps/s eta 10h44m
[606980] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1979 fov-steps/s eta 10h42m
[607000] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1890 fov-steps/s eta 10h50m
[607020] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1905 fov-steps/s eta 10h53m
[607040] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1981 fov-steps/s eta 10h48m
[607060] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1977 fov-steps/s eta 10h45m
[607080] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1951 fov-steps/s eta 10h45m
[607100] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1981 fov-steps/s eta 10h43m
[607120] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1812 fov-steps/s eta 10h58m
[607140] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1979 fov-steps/s eta 10h51m
[607160] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1981 fov-steps/s eta 10h47m
[607180] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1978 fov-steps/s eta 10h44m
[607200] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1978 fov-steps/s eta 10h42m
[607220] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1796 fov-steps/s eta 10h58m
[607240] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1979 fov-steps/s eta 10h52m
[607260] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1982 fov-steps/s eta 10h47m
[607280] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1983 fov-steps/s eta 10h43m
[607300] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1980 fov-steps/s eta 10h41m
[607320] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1922 fov-steps/s eta 10h45m
[607340] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1901 fov-steps/s eta 10h50m
[607360] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1982 fov-steps/s eta 10h46m
[607380] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1981 fov-steps/s eta 10h42m
[607400] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1977 fov-steps/s eta 10h41m
[607420] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1980 fov-steps/s eta 10h39m
[607440] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1879 fov-steps/s eta 10h48m
[607460] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1978 fov-steps/s eta 10h44m
[607480] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1976 fov-steps/s eta 10h42m
[607500] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1977 fov-steps/s eta 10h40m
[607520] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1978 fov-steps/s eta 10h39m
[607540] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1844 fov-steps/s eta 10h51m
[607560] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1957 fov-steps/s eta 10h48m
[607580] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1978 fov-steps/s eta 10h44m
[607600] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 10h42m
[607620] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1976 fov-steps/s eta 10h40m
[607640] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1912 fov-steps/s eta 10h45m
[607660] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1869 fov-steps/s eta 10h53m
[607680] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 10h47m
[607700] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1979 fov-steps/s eta 10h43m
[607720] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1978 fov-steps/s eta 10h41m
[607740] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1939 fov-steps/s eta 10h43m
[607760] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1812 fov-steps/s eta 10h57m
[607780] phase C T=8 real=0.20 loss=0.3788 lr=5.00e-05 1979 fov-steps/s eta 10h50m
[607800] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1974 fov-steps/s eta 10h46m
[607820] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1978 fov-steps/s eta 10h42m
[607840] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1976 fov-steps/s eta 10h40m
[607860] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1858 fov-steps/s eta 10h50m
[607880] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1954 fov-steps/s eta 10h47m
[607900] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1980 fov-steps/s eta 10h43m
[607920] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1974 fov-steps/s eta 10h41m
[607940] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1977 fov-steps/s eta 10h39m
[607960] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1959 fov-steps/s eta 10h39m
[607980] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1839 fov-steps/s eta 10h51m
[608000] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1976 fov-steps/s eta 10h46m
[608020] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1979 fov-steps/s eta 10h42m
[608040] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1980 fov-steps/s eta 10h39m
[608060] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1968 fov-steps/s eta 10h38m
[608080] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1855 fov-steps/s eta 10h49m
[608100] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1970 fov-steps/s eta 10h45m
[608120] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1978 fov-steps/s eta 10h41m
[608140] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1975 fov-steps/s eta 10h39m
[608160] phase C T=8 real=0.20 loss=0.4045 lr=5.00e-05 1976 fov-steps/s eta 10h37m
[608180] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1887 fov-steps/s eta 10h45m
[608200] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1901 fov-steps/s eta 10h49m
[608220] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1973 fov-steps/s eta 10h44m
[608240] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1971 fov-steps/s eta 10h41m
[608260] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1977 fov-steps/s eta 10h39m
[608280] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1962 fov-steps/s eta 10h38m
[608300] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1865 fov-steps/s eta 10h48m
[608320] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 10h43m
[608340] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1981 fov-steps/s eta 10h39m
[608360] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 10h37m
[608380] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1980 fov-steps/s eta 10h35m
[608400] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1727 fov-steps/s eta 10h59m
[608420] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1983 fov-steps/s eta 10h50m
[608440] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1980 fov-steps/s eta 10h44m
[608460] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1976 fov-steps/s eta 10h41m
[608480] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1979 fov-steps/s eta 10h38m
[608500] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1808 fov-steps/s eta 10h53m
[608520] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1975 fov-steps/s eta 10h46m
[608540] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1981 fov-steps/s eta 10h41m
[608560] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1982 fov-steps/s eta 10h38m
[608580] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1978 fov-steps/s eta 10h36m
[608600] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1891 fov-steps/s eta 10h43m
[608620] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1907 fov-steps/s eta 10h46m
[608640] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1977 fov-steps/s eta 10h42m
[608660] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1974 fov-steps/s eta 10h39m
[608680] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1978 fov-steps/s eta 10h36m
[608700] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1975 fov-steps/s eta 10h35m
[608720] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1824 fov-steps/s eta 10h49m
[608740] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1979 fov-steps/s eta 10h43m
[608760] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1976 fov-steps/s eta 10h39m
[608780] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1978 fov-steps/s eta 10h37m
[608800] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1975 fov-steps/s eta 10h35m
[608820] phase C T=8 real=0.20 loss=0.4031 lr=5.00e-05 1808 fov-steps/s eta 10h50m
[608840] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1982 fov-steps/s eta 10h44m
[608860] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1980 fov-steps/s eta 10h39m
[608880] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1980 fov-steps/s eta 10h36m
[608900] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1981 fov-steps/s eta 10h34m
[608920] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1926 fov-steps/s eta 10h38m
[608940] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1874 fov-steps/s eta 10h45m
[608960] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1980 fov-steps/s eta 10h40m
[608980] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1980 fov-steps/s eta 10h37m
[609000] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 10h34m
[609020] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1978 fov-steps/s eta 10h33m
[609040] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1820 fov-steps/s eta 10h47m
[609060] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1960 fov-steps/s eta 10h43m
[609080] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1975 fov-steps/s eta 10h39m
[609100] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1978 fov-steps/s eta 10h36m
[609120] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1978 fov-steps/s eta 10h34m
[609140] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1845 fov-steps/s eta 10h45m
[609160] phase C T=8 real=0.20 loss=0.4008 lr=5.00e-05 1961 fov-steps/s eta 10h42m
[609180] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1979 fov-steps/s eta 10h38m
[609200] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1979 fov-steps/s eta 10h35m
[609220] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1980 fov-steps/s eta 10h33m
[609240] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1970 fov-steps/s eta 10h32m
[609260] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1837 fov-steps/s eta 10h45m
[609280] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1980 fov-steps/s eta 10h39m
[609300] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1980 fov-steps/s eta 10h36m
[609320] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1980 fov-steps/s eta 10h33m
[609340] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1980 fov-steps/s eta 10h31m
[609360] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1794 fov-steps/s eta 10h48m
[609380] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1980 fov-steps/s eta 10h42m
[609400] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1980 fov-steps/s eta 10h37m
[609420] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1980 fov-steps/s eta 10h34m
[609440] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1978 fov-steps/s eta 10h32m
[609460] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1877 fov-steps/s eta 10h40m
[609480] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1967 fov-steps/s eta 10h37m
[609500] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1980 fov-steps/s eta 10h34m
[609520] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1975 fov-steps/s eta 10h32m
[609540] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1978 fov-steps/s eta 10h31m
[609560] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1961 fov-steps/s eta 10h31m
[609580] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1706 fov-steps/s eta 10h57m
[609600] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1983 fov-steps/s eta 10h47m
[609620] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1980 fov-steps/s eta 10h41m
[609640] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1977 fov-steps/s eta 10h36m
[609660] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1981 fov-steps/s eta 10h33m
[609680] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1863 fov-steps/s eta 10h42m
[609700] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1980 fov-steps/s eta 10h37m
[609720] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1976 fov-steps/s eta 10h34m
[609740] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1979 fov-steps/s eta 10h31m
[609760] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1979 fov-steps/s eta 10h30m
[609780] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1885 fov-steps/s eta 10h38m
[609800] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1964 fov-steps/s eta 10h35m
[609820] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1979 fov-steps/s eta 10h32m
[609840] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1980 fov-steps/s eta 10h30m
[609860] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1977 fov-steps/s eta 10h29m
[609880] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1974 fov-steps/s eta 10h28m
[609900] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1870 fov-steps/s eta 10h38m
[609920] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1981 fov-steps/s eta 10h34m
[609940] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1979 fov-steps/s eta 10h31m
[609960] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 10h29m
[609980] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1981 fov-steps/s eta 10h27m
[610000] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1844 fov-steps/s eta 10h40m
[ckpt] /root/surf/ffn_run6/ckpt_610000.pt
[610020] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1974 fov-steps/s eta 10h36m
[610040] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1979 fov-steps/s eta 10h32m
[610060] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1978 fov-steps/s eta 10h30m
[610080] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1979 fov-steps/s eta 10h28m
[610100] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1888 fov-steps/s eta 10h36m
[610120] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1956 fov-steps/s eta 10h34m
[610140] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1983 fov-steps/s eta 10h31m
[610160] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1979 fov-steps/s eta 10h29m
[610180] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1981 fov-steps/s eta 10h27m
[610200] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 10h26m
[610220] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1855 fov-steps/s eta 10h37m
[610240] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1979 fov-steps/s eta 10h33m
[610260] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1981 fov-steps/s eta 10h30m
[610280] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1978 fov-steps/s eta 10h28m
[610300] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1981 fov-steps/s eta 10h26m
[610320] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1852 fov-steps/s eta 10h38m
[610340] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1981 fov-steps/s eta 10h33m
[610360] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 10h30m
[610380] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1956 fov-steps/s eta 10h30m
[610400] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1980 fov-steps/s eta 10h28m
[610420] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1884 fov-steps/s eta 10h36m
[610440] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1957 fov-steps/s eta 10h34m
[610460] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1978 fov-steps/s eta 10h30m
[610480] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1979 fov-steps/s eta 10h28m
[610500] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1978 fov-steps/s eta 10h26m
[610520] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1980 fov-steps/s eta 10h25m
[610540] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1864 fov-steps/s eta 10h35m
[610560] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1979 fov-steps/s eta 10h31m
[610580] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 10h28m
[610600] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1980 fov-steps/s eta 10h26m
[610620] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1977 fov-steps/s eta 10h25m
[610640] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1869 fov-steps/s eta 10h35m
[610660] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1981 fov-steps/s eta 10h31m
[610680] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1981 fov-steps/s eta 10h28m
[610700] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1980 fov-steps/s eta 10h26m
[610720] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1981 fov-steps/s eta 10h24m
[610740] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1890 fov-steps/s eta 10h32m
[610760] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1940 fov-steps/s eta 10h33m
[610780] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1983 fov-steps/s eta 10h29m
[610800] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1981 fov-steps/s eta 10h26m
[610820] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1980 fov-steps/s eta 10h25m
[610840] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1978 fov-steps/s eta 10h24m
[610860] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1852 fov-steps/s eta 10h35m
[610880] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1960 fov-steps/s eta 10h32m
[610900] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1980 fov-steps/s eta 10h29m
[610920] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 10h26m
[610940] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1981 fov-steps/s eta 10h24m
[610960] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1851 fov-steps/s eta 10h36m
[610980] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1982 fov-steps/s eta 10h31m
[611000] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1981 fov-steps/s eta 10h27m
[611020] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1981 fov-steps/s eta 10h25m
[611040] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1970 fov-steps/s eta 10h24m
[611060] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1958 fov-steps/s eta 10h25m
[611080] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1896 fov-steps/s eta 10h31m
[611100] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1983 fov-steps/s eta 10h28m
[611120] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1981 fov-steps/s eta 10h25m
[611140] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 10h24m
[611160] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1980 fov-steps/s eta 10h22m
[611180] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1849 fov-steps/s eta 10h34m
[611200] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1982 fov-steps/s eta 10h29m
[611220] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1981 fov-steps/s eta 10h26m
[611240] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1982 fov-steps/s eta 10h24m
[611260] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1975 fov-steps/s eta 10h23m
[611280] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1864 fov-steps/s eta 10h33m
[611300] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1976 fov-steps/s eta 10h29m
[611320] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1981 fov-steps/s eta 10h26m
[611340] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1984 fov-steps/s eta 10h23m
[611360] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1982 fov-steps/s eta 10h21m
[611380] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1957 fov-steps/s eta 10h23m
[611400] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1880 fov-steps/s eta 10h31m
[611420] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1982 fov-steps/s eta 10h27m
[611440] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1977 fov-steps/s eta 10h24m
[611460] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1983 fov-steps/s eta 10h22m
[611480] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1981 fov-steps/s eta 10h21m
[611500] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1866 fov-steps/s eta 10h31m
[611520] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1969 fov-steps/s eta 10h28m
[611540] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1979 fov-steps/s eta 10h25m
[611560] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1978 fov-steps/s eta 10h23m
[611580] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 10h21m
[611600] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1885 fov-steps/s eta 10h29m
[611620] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1948 fov-steps/s eta 10h29m
[611640] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1982 fov-steps/s eta 10h25m
[611660] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1982 fov-steps/s eta 10h22m
[611680] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1983 fov-steps/s eta 10h20m
[611700] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1951 fov-steps/s eta 10h22m
[611720] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1872 fov-steps/s eta 10h31m
[611740] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1983 fov-steps/s eta 10h26m
[611760] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1981 fov-steps/s eta 10h23m
[611780] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1983 fov-steps/s eta 10h21m
[611800] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 10h20m
[611820] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1869 fov-steps/s eta 10h29m
[611840] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1980 fov-steps/s eta 10h25m
[611860] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1981 fov-steps/s eta 10h22m
[611880] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1983 fov-steps/s eta 10h20m
[611900] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1982 fov-steps/s eta 10h19m
[611920] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1903 fov-steps/s eta 10h25m
[611940] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1935 fov-steps/s eta 10h27m
[611960] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1981 fov-steps/s eta 10h23m
[611980] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1978 fov-steps/s eta 10h21m
[612000] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1981 fov-steps/s eta 10h19m
[612020] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1965 fov-steps/s eta 10h20m
[612040] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1869 fov-steps/s eta 10h29m
[612060] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1985 fov-steps/s eta 10h24m
[612080] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1982 fov-steps/s eta 10h21m
[612100] phase C T=8 real=0.20 loss=0.4044 lr=5.00e-05 1982 fov-steps/s eta 10h19m
[612120] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1978 fov-steps/s eta 10h18m
[612140] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1897 fov-steps/s eta 10h25m
[612160] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1983 fov-steps/s eta 10h22m
[612180] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1981 fov-steps/s eta 10h20m
[612200] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1975 fov-steps/s eta 10h19m
[612220] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1978 fov-steps/s eta 10h18m
[612240] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1905 fov-steps/s eta 10h24m
[612260] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1932 fov-steps/s eta 10h25m
[612280] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1983 fov-steps/s eta 10h22m
[612300] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1981 fov-steps/s eta 10h20m
[612320] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1982 fov-steps/s eta 10h18m
[612340] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1978 fov-steps/s eta 10h17m
[612360] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1838 fov-steps/s eta 10h30m
[612380] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1978 fov-steps/s eta 10h25m
[612400] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1980 fov-steps/s eta 10h22m
[612420] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1980 fov-steps/s eta 10h19m
[612440] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1976 fov-steps/s eta 10h18m
[612460] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1859 fov-steps/s eta 10h28m
[612480] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1985 fov-steps/s eta 10h23m
[612500] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1980 fov-steps/s eta 10h20m
[val 612500] NERL all=0.3822 (real=0.3822 synth=0.0786) | merge all=0.0859 (real=0.0938 blind=0.1047) inst=181 | best_nerl=0.4187 best_realmerge=0.0729 (136s)
[val 612500] movement: panel_1step=0.0442 mean_steps=493.6 core_1step=0.1667
[val 612500] CORE (unlabelled target regime): score=0.01793 cov=0.2553 inst=12 valid=0.75 | best_core=0.04247
[612520] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1922 fov-steps/s eta 10h24m
[612540] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1973 fov-steps/s eta 10h21m
[612560] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1813 fov-steps/s eta 10h35m
[612580] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1972 fov-steps/s eta 10h29m
[612600] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1988 fov-steps/s eta 10h23m
[612620] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1990 fov-steps/s eta 10h19m
[612640] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1990 fov-steps/s eta 10h16m
[612660] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1953 fov-steps/s eta 10h18m
[612680] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1882 fov-steps/s eta 10h26m
[612700] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1990 fov-steps/s eta 10h21m
[612720] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1985 fov-steps/s eta 10h18m
[612740] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1988 fov-steps/s eta 10h15m
[612760] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1984 fov-steps/s eta 10h14m
[612780] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1858 fov-steps/s eta 10h25m
[612800] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1988 fov-steps/s eta 10h20m
[612820] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1987 fov-steps/s eta 10h17m
[612840] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1985 fov-steps/s eta 10h15m
[612860] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1984 fov-steps/s eta 10h14m
[612880] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1883 fov-steps/s eta 10h22m
[612900] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1958 fov-steps/s eta 10h21m
[612920] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 10h18m
[612940] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1982 fov-steps/s eta 10h16m
[612960] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1979 fov-steps/s eta 10h15m
[612980] phase C T=8 real=0.20 loss=0.4042 lr=5.00e-05 1948 fov-steps/s eta 10h17m
[613000] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1890 fov-steps/s eta 10h24m
[613020] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1982 fov-steps/s eta 10h20m
[613040] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1980 fov-steps/s eta 10h17m
[613060] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1979 fov-steps/s eta 10h15m
[613080] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1980 fov-steps/s eta 10h14m
[613100] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1862 fov-steps/s eta 10h24m
[613120] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1978 fov-steps/s eta 10h20m
[613140] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1983 fov-steps/s eta 10h17m
[613160] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1976 fov-steps/s eta 10h15m
[613180] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1969 fov-steps/s eta 10h15m
[613200] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1852 fov-steps/s eta 10h26m
[613220] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1979 fov-steps/s eta 10h21m
[613240] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1977 fov-steps/s eta 10h18m
[613260] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1978 fov-steps/s eta 10h16m
[613280] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1982 fov-steps/s eta 10h14m
[613300] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1956 fov-steps/s eta 10h15m
[613320] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1890 fov-steps/s eta 10h22m
[613340] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1980 fov-steps/s eta 10h18m
[613360] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1978 fov-steps/s eta 10h16m
[613380] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1980 fov-steps/s eta 10h14m
[613400] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1978 fov-steps/s eta 10h13m
[613420] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1874 fov-steps/s eta 10h22m
[613440] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1979 fov-steps/s eta 10h18m
[613460] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1979 fov-steps/s eta 10h16m
[613480] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1980 fov-steps/s eta 10h14m
[613500] phase C T=8 real=0.20 loss=0.4019 lr=5.00e-05 1981 fov-steps/s eta 10h12m
[613520] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1924 fov-steps/s eta 10h16m
[613540] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1953 fov-steps/s eta 10h17m
[613560] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1986 fov-steps/s eta 10h14m
[613580] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1983 fov-steps/s eta 10h12m
[613600] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1979 fov-steps/s eta 10h11m
[613620] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1975 fov-steps/s eta 10h11m
[613640] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1859 fov-steps/s eta 10h21m
[613660] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1975 fov-steps/s eta 10h18m
[613680] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1977 fov-steps/s eta 10h15m
[613700] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1976 fov-steps/s eta 10h14m
[613720] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1977 fov-steps/s eta 10h12m
[613740] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1843 fov-steps/s eta 10h24m
[613760] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1974 fov-steps/s eta 10h20m
[613780] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 10h16m
[613800] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1973 fov-steps/s eta 10h14m
[613820] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1977 fov-steps/s eta 10h13m
[613840] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1846 fov-steps/s eta 10h24m
[613860] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1978 fov-steps/s eta 10h19m
[613880] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1978 fov-steps/s eta 10h16m
[613900] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1977 fov-steps/s eta 10h14m
[613920] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1978 fov-steps/s eta 10h12m
[613940] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1940 fov-steps/s eta 10h14m
[613960] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1904 fov-steps/s eta 10h19m
[613980] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1978 fov-steps/s eta 10h16m
[614000] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1977 fov-steps/s eta 10h13m
[614020] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1978 fov-steps/s eta 10h12m
[614040] phase C T=8 real=0.20 loss=0.4018 lr=5.00e-05 1979 fov-steps/s eta 10h10m
[614060] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1855 fov-steps/s eta 10h21m
[614080] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1976 fov-steps/s eta 10h17m
[614100] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 10h14m
[614120] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 10h12m
[614140] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1971 fov-steps/s eta 10h11m
[614160] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1779 fov-steps/s eta 10h29m
[614180] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1986 fov-steps/s eta 10h21m
[614200] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1975 fov-steps/s eta 10h17m
[614220] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1976 fov-steps/s eta 10h14m
[614240] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1979 fov-steps/s eta 10h12m
[614260] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1896 fov-steps/s eta 10h18m
[614280] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1927 fov-steps/s eta 10h19m
[614300] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1980 fov-steps/s eta 10h15m
[614320] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1979 fov-steps/s eta 10h12m
[614340] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1978 fov-steps/s eta 10h10m
[614360] phase C T=8 real=0.20 loss=0.3996 lr=5.00e-05 1968 fov-steps/s eta 10h10m
[614380] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1868 fov-steps/s eta 10h19m
[614400] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1975 fov-steps/s eta 10h15m
[614420] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1977 fov-steps/s eta 10h13m
[614440] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1973 fov-steps/s eta 10h11m
[614460] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1979 fov-steps/s eta 10h09m
[614480] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1845 fov-steps/s eta 10h21m
[614500] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1970 fov-steps/s eta 10h17m
[614520] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1978 fov-steps/s eta 10h13m
[614540] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 10h11m
[614560] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1978 fov-steps/s eta 10h09m
[614580] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1968 fov-steps/s eta 10h09m
[614600] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1888 fov-steps/s eta 10h16m
[614620] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1979 fov-steps/s eta 10h13m
[614640] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1977 fov-steps/s eta 10h10m
[614660] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1977 fov-steps/s eta 10h09m
[614680] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1978 fov-steps/s eta 10h08m
[614700] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1860 fov-steps/s eta 10h18m
[614720] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1980 fov-steps/s eta 10h13m
[614740] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 10h10m
[614760] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1980 fov-steps/s eta 10h08m
[614780] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1981 fov-steps/s eta 10h07m
[614800] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1865 fov-steps/s eta 10h17m
[614820] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1977 fov-steps/s eta 10h13m
[614840] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1981 fov-steps/s eta 10h10m
[614860] phase C T=8 real=0.20 loss=0.3779 lr=5.00e-05 1980 fov-steps/s eta 10h08m
[614880] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 10h07m
[614900] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1952 fov-steps/s eta 10h08m
[614920] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1873 fov-steps/s eta 10h17m
[614940] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1978 fov-steps/s eta 10h13m
[614960] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1977 fov-steps/s eta 10h10m
[614980] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1977 fov-steps/s eta 10h08m
[615000] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1975 fov-steps/s eta 10h07m
[ckpt] /root/surf/ffn_run6/ckpt_615000.pt
[615020] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1857 fov-steps/s eta 10h17m
[615040] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1978 fov-steps/s eta 10h13m
[615060] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1977 fov-steps/s eta 10h10m
[615080] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1978 fov-steps/s eta 10h08m
[615100] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1980 fov-steps/s eta 10h06m
[615120] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1855 fov-steps/s eta 10h17m
[615140] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1982 fov-steps/s eta 10h12m
[615160] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1958 fov-steps/s eta 10h11m
[615180] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1979 fov-steps/s eta 10h08m
[615200] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1977 fov-steps/s eta 10h07m
[615220] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1957 fov-steps/s eta 10h07m
[615240] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1885 fov-steps/s eta 10h14m
[615260] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1980 fov-steps/s eta 10h11m
[615280] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1973 fov-steps/s eta 10h08m
[615300] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1977 fov-steps/s eta 10h07m
[615320] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1979 fov-steps/s eta 10h05m
[615340] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1888 fov-steps/s eta 10h13m
[615360] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1978 fov-steps/s eta 10h09m
[615380] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1976 fov-steps/s eta 10h07m
[615400] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1976 fov-steps/s eta 10h06m
[615420] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1972 fov-steps/s eta 10h05m
[615440] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1841 fov-steps/s eta 10h17m
[615460] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1979 fov-steps/s eta 10h12m
[615480] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1980 fov-steps/s eta 10h08m
[615500] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1980 fov-steps/s eta 10h06m
[615520] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1980 fov-steps/s eta 10h04m
[615540] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1919 fov-steps/s eta 10h09m
[615560] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1912 fov-steps/s eta 10h13m
[615580] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1972 fov-steps/s eta 10h10m
[615600] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1977 fov-steps/s eta 10h07m
[615620] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 10h05m
[615640] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1978 fov-steps/s eta 10h04m
[615660] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1854 fov-steps/s eta 10h14m
[615680] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1974 fov-steps/s eta 10h10m
[615700] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1979 fov-steps/s eta 10h07m
[615720] phase C T=8 real=0.20 loss=0.3997 lr=5.00e-05 1979 fov-steps/s eta 10h05m
[615740] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1977 fov-steps/s eta 10h04m
[615760] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1858 fov-steps/s eta 10h14m
[615780] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1981 fov-steps/s eta 10h09m
[615800] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1981 fov-steps/s eta 10h06m
[615820] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1968 fov-steps/s eta 10h05m
[615840] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1976 fov-steps/s eta 10h04m
[615860] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1939 fov-steps/s eta 10h06m
[615880] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1905 fov-steps/s eta 10h11m
[615900] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1973 fov-steps/s eta 10h08m
[615920] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1976 fov-steps/s eta 10h06m
[615940] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1979 fov-steps/s eta 10h04m
[615960] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1976 fov-steps/s eta 10h02m
[615980] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1858 fov-steps/s eta 10h13m
[616000] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1976 fov-steps/s eta 10h09m
[616020] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1979 fov-steps/s eta 10h06m
[616040] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1973 fov-steps/s eta 10h04m
[616060] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1976 fov-steps/s eta 10h03m
[616080] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1854 fov-steps/s eta 10h13m
[616100] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1983 fov-steps/s eta 10h08m
[616120] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1980 fov-steps/s eta 10h05m
[616140] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1981 fov-steps/s eta 10h03m
[616160] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1979 fov-steps/s eta 10h01m
[616180] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1950 fov-steps/s eta 10h03m
[616200] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1880 fov-steps/s eta 10h11m
[616220] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1982 fov-steps/s eta 10h06m
[616240] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1981 fov-steps/s eta 10h04m
[616260] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1979 fov-steps/s eta 10h02m
[616280] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1980 fov-steps/s eta 10h00m
[616300] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1859 fov-steps/s eta 10h11m
[616320] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1980 fov-steps/s eta 10h06m
[616340] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1978 fov-steps/s eta 10h04m
[616360] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1977 fov-steps/s eta 10h02m
[616380] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1978 fov-steps/s eta 10h01m
[616400] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1842 fov-steps/s eta 10h12m
[616420] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1984 fov-steps/s eta 10h07m
[616440] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1980 fov-steps/s eta 10h04m
[616460] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1981 fov-steps/s eta 10h02m
[616480] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1967 fov-steps/s eta 10h01m
[616500] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1954 fov-steps/s eta 10h02m
[616520] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1896 fov-steps/s eta 10h08m
[616540] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1980 fov-steps/s eta 10h04m
[616560] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1983 fov-steps/s eta 10h02m
[616580] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1979 fov-steps/s eta 10h00m
[616600] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1983 fov-steps/s eta 9h58m
[616620] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1855 fov-steps/s eta 10h09m
[616640] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1981 fov-steps/s eta 10h05m
[616660] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1980 fov-steps/s eta 10h02m
[616680] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1983 fov-steps/s eta 10h00m
[616700] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1981 fov-steps/s eta 9h58m
[616720] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1855 fov-steps/s eta 10h09m
[616740] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1974 fov-steps/s eta 10h05m
[616760] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1980 fov-steps/s eta 10h02m
[616780] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1977 fov-steps/s eta 10h00m
[616800] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1976 fov-steps/s eta 9h59m
[616820] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1930 fov-steps/s eta 10h02m
[616840] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1908 fov-steps/s eta 10h07m
[616860] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1980 fov-steps/s eta 10h03m
[616880] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1976 fov-steps/s eta 10h01m
[616900] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1978 fov-steps/s eta 9h59m
[616920] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1980 fov-steps/s eta 9h58m
[616940] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1850 fov-steps/s eta 10h09m
[616960] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1982 fov-steps/s eta 10h04m
[616980] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1981 fov-steps/s eta 10h01m
[617000] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1982 fov-steps/s eta 9h59m
[617020] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1983 fov-steps/s eta 9h57m
[617040] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1849 fov-steps/s eta 10h08m
[617060] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1982 fov-steps/s eta 10h04m
[617080] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1982 fov-steps/s eta 10h00m
[617100] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1982 fov-steps/s eta 9h58m
[617120] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1983 fov-steps/s eta 9h57m
[617140] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1908 fov-steps/s eta 10h02m
[617160] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1916 fov-steps/s eta 10h05m
[617180] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1973 fov-steps/s eta 10h02m
[617200] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1976 fov-steps/s eta 10h00m
[617220] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1980 fov-steps/s eta 9h58m
[617240] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1980 fov-steps/s eta 9h56m
[617260] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1860 fov-steps/s eta 10h06m
[617280] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1979 fov-steps/s eta 10h02m
[617300] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1980 fov-steps/s eta 10h00m
[617320] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1976 fov-steps/s eta 9h58m
[617340] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1980 fov-steps/s eta 9h56m
[617360] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1852 fov-steps/s eta 10h07m
[617380] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1980 fov-steps/s eta 10h02m
[617400] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1980 fov-steps/s eta 9h59m
[617420] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1981 fov-steps/s eta 9h57m
[617440] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1982 fov-steps/s eta 9h55m
[617460] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1928 fov-steps/s eta 9h59m
[617480] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1912 fov-steps/s eta 10h03m
[617500] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1979 fov-steps/s eta 10h00m
[617520] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1982 fov-steps/s eta 9h57m
[617540] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1978 fov-steps/s eta 9h56m
[617560] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1981 fov-steps/s eta 9h54m
[617580] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1859 fov-steps/s eta 10h05m
[617600] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1981 fov-steps/s eta 10h01m
[617620] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1980 fov-steps/s eta 9h58m
[617640] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1979 fov-steps/s eta 9h56m
[617660] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1980 fov-steps/s eta 9h54m
[617680] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1848 fov-steps/s eta 10h06m
[617700] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1977 fov-steps/s eta 10h01m
[617720] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1977 fov-steps/s eta 9h59m
[617740] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1978 fov-steps/s eta 9h56m
[617760] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 9h55m
[617780] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1891 fov-steps/s eta 10h02m
[617800] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1944 fov-steps/s eta 10h02m
[617820] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1983 fov-steps/s eta 9h58m
[617840] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1984 fov-steps/s eta 9h55m
[617860] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1982 fov-steps/s eta 9h54m
[617880] phase C T=8 real=0.20 loss=0.3791 lr=5.00e-05 1978 fov-steps/s eta 9h53m
[617900] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1866 fov-steps/s eta 10h03m
[617920] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1980 fov-steps/s eta 9h59m
[617940] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 9h56m
[617960] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1982 fov-steps/s eta 9h54m
[617980] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1984 fov-steps/s eta 9h52m
[618000] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1866 fov-steps/s eta 10h02m
[618020] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 9h58m
[618040] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1987 fov-steps/s eta 9h55m
[618060] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1985 fov-steps/s eta 9h53m
[618080] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1983 fov-steps/s eta 9h51m
[618100] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1907 fov-steps/s eta 9h57m
[618120] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1909 fov-steps/s eta 10h02m
[618140] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1980 fov-steps/s eta 9h58m
[618160] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1984 fov-steps/s eta 9h55m
[618180] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1983 fov-steps/s eta 9h53m
[618200] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1983 fov-steps/s eta 9h51m
[618220] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1858 fov-steps/s eta 10h02m
[618240] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1979 fov-steps/s eta 9h58m
[618260] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1979 fov-steps/s eta 9h55m
[618280] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 9h53m
[618300] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1976 fov-steps/s eta 9h52m
[618320] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1861 fov-steps/s eta 10h02m
[618340] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1979 fov-steps/s eta 9h58m
[618360] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1971 fov-steps/s eta 9h56m
[618380] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1962 fov-steps/s eta 9h55m
[618400] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1985 fov-steps/s eta 9h53m
[618420] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1903 fov-steps/s eta 9h58m
[618440] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1948 fov-steps/s eta 9h58m
[618460] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1970 fov-steps/s eta 9h56m
[618480] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1978 fov-steps/s eta 9h54m
[618500] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1984 fov-steps/s eta 9h51m
[618520] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1970 fov-steps/s eta 9h51m
[618540] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1871 fov-steps/s eta 10h00m
[618560] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1979 fov-steps/s eta 9h56m
[618580] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1981 fov-steps/s eta 9h53m
[618600] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1980 fov-steps/s eta 9h51m
[618620] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1976 fov-steps/s eta 9h51m
[618640] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1846 fov-steps/s eta 10h02m
[618660] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1982 fov-steps/s eta 9h57m
[618680] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1980 fov-steps/s eta 9h54m
[618700] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1980 fov-steps/s eta 9h52m
[618720] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1981 fov-steps/s eta 9h50m
[618740] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1896 fov-steps/s eta 9h57m
[618760] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1947 fov-steps/s eta 9h57m
[618780] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1982 fov-steps/s eta 9h53m
[618800] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1981 fov-steps/s eta 9h51m
[618820] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1983 fov-steps/s eta 9h49m
[618840] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1968 fov-steps/s eta 9h49m
[618860] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1859 fov-steps/s eta 9h59m
[618880] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1983 fov-steps/s eta 9h55m
[618900] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1981 fov-steps/s eta 9h52m
[618920] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1981 fov-steps/s eta 9h50m
[618940] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1979 fov-steps/s eta 9h49m
[618960] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1863 fov-steps/s eta 9h58m
[618980] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1981 fov-steps/s eta 9h54m
[619000] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 9h52m
[619020] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1979 fov-steps/s eta 9h50m
[619040] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1979 fov-steps/s eta 9h49m
[619060] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1897 fov-steps/s eta 9h55m
[619080] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1945 fov-steps/s eta 9h55m
[619100] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1980 fov-steps/s eta 9h52m
[619120] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1976 fov-steps/s eta 9h50m
[619140] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1979 fov-steps/s eta 9h49m
[619160] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1977 fov-steps/s eta 9h48m
[619180] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1866 fov-steps/s eta 9h57m
[619200] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1980 fov-steps/s eta 9h53m
[619220] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1977 fov-steps/s eta 9h51m
[619240] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 9h49m
[619260] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1978 fov-steps/s eta 9h48m
[619280] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1848 fov-steps/s eta 9h59m
[619300] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1980 fov-steps/s eta 9h54m
[619320] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1980 fov-steps/s eta 9h51m
[619340] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1980 fov-steps/s eta 9h49m
[619360] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1980 fov-steps/s eta 9h47m
[619380] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1891 fov-steps/s eta 9h54m
[619400] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1943 fov-steps/s eta 9h55m
[619420] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1980 fov-steps/s eta 9h51m
[619440] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1981 fov-steps/s eta 9h49m
[619460] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1980 fov-steps/s eta 9h47m
[619480] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1975 fov-steps/s eta 9h46m
[619500] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1858 fov-steps/s eta 9h57m
[619520] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1979 fov-steps/s eta 9h53m
[619540] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1981 fov-steps/s eta 9h50m
[619560] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1978 fov-steps/s eta 9h48m
[619580] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1978 fov-steps/s eta 9h46m
[619600] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1863 fov-steps/s eta 9h56m
[619620] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1979 fov-steps/s eta 9h52m
[619640] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1983 fov-steps/s eta 9h49m
[619660] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1981 fov-steps/s eta 9h47m
[619680] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1982 fov-steps/s eta 9h45m
[619700] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1909 fov-steps/s eta 9h51m
[619720] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1925 fov-steps/s eta 9h53m
[619740] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1980 fov-steps/s eta 9h50m
[619760] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1981 fov-steps/s eta 9h48m
[619780] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1980 fov-steps/s eta 9h46m
[619800] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1969 fov-steps/s eta 9h46m
[619820] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1897 fov-steps/s eta 9h52m
[619840] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1982 fov-steps/s eta 9h49m
[619860] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 9h47m
[619880] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1981 fov-steps/s eta 9h45m
[619900] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1982 fov-steps/s eta 9h44m
[619920] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1844 fov-steps/s eta 9h55m
[619940] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1979 fov-steps/s eta 9h51m
[619960] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1977 fov-steps/s eta 9h48m
[619980] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 9h47m
[620000] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1979 fov-steps/s eta 9h45m
[ckpt] /root/surf/ffn_run6/ckpt_620000.pt
[620020] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1920 fov-steps/s eta 9h49m
[620040] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1919 fov-steps/s eta 9h52m
[620060] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 9h49m
[620080] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1979 fov-steps/s eta 9h46m
[620100] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1979 fov-steps/s eta 9h45m
[620120] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1981 fov-steps/s eta 9h43m
[620140] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1861 fov-steps/s eta 9h53m
[620160] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1980 fov-steps/s eta 9h49m
[620180] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1977 fov-steps/s eta 9h47m
[620200] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 9h45m
[620220] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1980 fov-steps/s eta 9h43m
[620240] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1849 fov-steps/s eta 9h54m
[620260] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1983 fov-steps/s eta 9h50m
[620280] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1983 fov-steps/s eta 9h46m
[620300] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1984 fov-steps/s eta 9h44m
[620320] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1984 fov-steps/s eta 9h42m
[620340] phase C T=8 real=0.20 loss=0.3777 lr=5.00e-05 1931 fov-steps/s eta 9h46m
[620360] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1906 fov-steps/s eta 9h51m
[620380] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1982 fov-steps/s eta 9h47m
[620400] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 9h45m
[620420] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 9h44m
[620440] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1946 fov-steps/s eta 9h45m
[620460] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1847 fov-steps/s eta 9h56m
[620480] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 9h51m
[620500] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1982 fov-steps/s eta 9h47m
[620520] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 9h44m
[620540] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1981 fov-steps/s eta 9h43m
[620560] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1863 fov-steps/s eta 9h52m
[620580] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1959 fov-steps/s eta 9h50m
[620600] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1978 fov-steps/s eta 9h47m
[620620] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1974 fov-steps/s eta 9h45m
[620640] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1978 fov-steps/s eta 9h43m
[620660] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1953 fov-steps/s eta 9h44m
[620680] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1904 fov-steps/s eta 9h49m
[620700] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1978 fov-steps/s eta 9h46m
[620720] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1976 fov-steps/s eta 9h44m
[620740] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1979 fov-steps/s eta 9h42m
[620760] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1980 fov-steps/s eta 9h41m
[620780] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1861 fov-steps/s eta 9h51m
[620800] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1981 fov-steps/s eta 9h47m
[620820] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1980 fov-steps/s eta 9h44m
[620840] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1979 fov-steps/s eta 9h42m
[620860] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1981 fov-steps/s eta 9h41m
[620880] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1889 fov-steps/s eta 9h48m
[620900] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1968 fov-steps/s eta 9h46m
[620920] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1972 fov-steps/s eta 9h44m
[620940] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1978 fov-steps/s eta 9h42m
[620960] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1982 fov-steps/s eta 9h40m
[620980] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1919 fov-steps/s eta 9h45m
[621000] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1898 fov-steps/s eta 9h50m
[621020] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1983 fov-steps/s eta 9h45m
[621040] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1981 fov-steps/s eta 9h43m
[621060] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1982 fov-steps/s eta 9h41m
[621080] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1981 fov-steps/s eta 9h39m
[621100] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1872 fov-steps/s eta 9h48m
[621120] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1953 fov-steps/s eta 9h47m
[621140] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1981 fov-steps/s eta 9h44m
[621160] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1980 fov-steps/s eta 9h41m
[621180] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1981 fov-steps/s eta 9h40m
[621200] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1854 fov-steps/s eta 9h50m
[621220] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 9h46m
[621240] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1980 fov-steps/s eta 9h43m
[621260] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1981 fov-steps/s eta 9h41m
[621280] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1981 fov-steps/s eta 9h39m
[621300] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1916 fov-steps/s eta 9h44m
[621320] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1907 fov-steps/s eta 9h48m
[621340] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1983 fov-steps/s eta 9h44m
[621360] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 9h41m
[621380] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 9h39m
[621400] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1981 fov-steps/s eta 9h38m
[621420] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1862 fov-steps/s eta 9h47m
[621440] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1979 fov-steps/s eta 9h44m
[621460] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1980 fov-steps/s eta 9h41m
[621480] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1982 fov-steps/s eta 9h39m
[621500] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1979 fov-steps/s eta 9h38m
[621520] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1839 fov-steps/s eta 9h49m
[621540] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1986 fov-steps/s eta 9h44m
[621560] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1980 fov-steps/s eta 9h41m
[621580] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1981 fov-steps/s eta 9h39m
[621600] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1983 fov-steps/s eta 9h37m
[621620] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1930 fov-steps/s eta 9h41m
[621640] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1927 fov-steps/s eta 9h44m
[621660] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1980 fov-steps/s eta 9h41m
[621680] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1979 fov-steps/s eta 9h39m
[621700] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 9h37m
[621720] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1978 fov-steps/s eta 9h36m
[621740] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1868 fov-steps/s eta 9h45m
[621760] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1973 fov-steps/s eta 9h42m
[621780] phase C T=8 real=0.20 loss=0.4038 lr=5.00e-05 1958 fov-steps/s eta 9h42m
[621800] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1983 fov-steps/s eta 9h39m
[621820] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1983 fov-steps/s eta 9h37m
[621840] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1870 fov-steps/s eta 9h46m
[621860] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1981 fov-steps/s eta 9h42m
[621880] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1974 fov-steps/s eta 9h40m
[621900] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1975 fov-steps/s eta 9h38m
[621920] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1975 fov-steps/s eta 9h37m
[621940] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1925 fov-steps/s eta 9h40m
[621960] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1904 fov-steps/s eta 9h45m
[621980] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1980 fov-steps/s eta 9h41m
[622000] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1978 fov-steps/s eta 9h39m
[622020] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1970 fov-steps/s eta 9h38m
[622040] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1978 fov-steps/s eta 9h36m
[622060] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1855 fov-steps/s eta 9h46m
[622080] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1980 fov-steps/s eta 9h42m
[622100] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1976 fov-steps/s eta 9h39m
[622120] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1977 fov-steps/s eta 9h37m
[622140] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1972 fov-steps/s eta 9h36m
[622160] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1861 fov-steps/s eta 9h46m
[622180] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1982 fov-steps/s eta 9h41m
[622200] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1979 fov-steps/s eta 9h38m
[622220] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1978 fov-steps/s eta 9h36m
[622240] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1980 fov-steps/s eta 9h35m
[622260] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1937 fov-steps/s eta 9h38m
[622280] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1916 fov-steps/s eta 9h41m
[622300] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1978 fov-steps/s eta 9h39m
[622320] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1982 fov-steps/s eta 9h36m
[622340] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1981 fov-steps/s eta 9h34m
[622360] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1980 fov-steps/s eta 9h33m
[622380] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1854 fov-steps/s eta 9h44m
[622400] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1978 fov-steps/s eta 9h40m
[622420] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1973 fov-steps/s eta 9h38m
[622440] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1966 fov-steps/s eta 9h37m
[622460] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1973 fov-steps/s eta 9h36m
[622480] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1874 fov-steps/s eta 9h43m
[622500] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1952 fov-steps/s eta 9h42m
[622520] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1978 fov-steps/s eta 9h39m
[622540] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1978 fov-steps/s eta 9h36m
[622560] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1979 fov-steps/s eta 9h34m
[622580] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1968 fov-steps/s eta 9h34m
[622600] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1864 fov-steps/s eta 9h43m
[622620] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1976 fov-steps/s eta 9h39m
[622640] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1981 fov-steps/s eta 9h36m
[622660] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1980 fov-steps/s eta 9h34m
[622680] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1979 fov-steps/s eta 9h33m
[622700] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1857 fov-steps/s eta 9h43m
[622720] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1980 fov-steps/s eta 9h39m
[622740] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1980 fov-steps/s eta 9h36m
[622760] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1977 fov-steps/s eta 9h34m
[622780] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1976 fov-steps/s eta 9h33m
[622800] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1865 fov-steps/s eta 9h42m
[622820] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1982 fov-steps/s eta 9h38m
[622840] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1983 fov-steps/s eta 9h35m
[622860] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1982 fov-steps/s eta 9h33m
[622880] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1980 fov-steps/s eta 9h32m
[622900] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1956 fov-steps/s eta 9h33m
[622920] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1881 fov-steps/s eta 9h40m
[622940] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 9h37m
[622960] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 9h34m
[622980] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1982 fov-steps/s eta 9h32m
[623000] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1981 fov-steps/s eta 9h31m
[623020] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1849 fov-steps/s eta 9h42m
[623040] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1979 fov-steps/s eta 9h38m
[623060] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1981 fov-steps/s eta 9h35m
[623080] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1983 fov-steps/s eta 9h32m
[623100] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1972 fov-steps/s eta 9h32m
[623120] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1889 fov-steps/s eta 9h38m
[623140] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1953 fov-steps/s eta 9h38m
[623160] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1982 fov-steps/s eta 9h34m
[623180] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 9h32m
[623200] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1980 fov-steps/s eta 9h31m
[623220] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1981 fov-steps/s eta 9h30m
[623240] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1843 fov-steps/s eta 9h41m
[623260] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1982 fov-steps/s eta 9h37m
[623280] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1975 fov-steps/s eta 9h34m
[623300] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1980 fov-steps/s eta 9h32m
[623320] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1981 fov-steps/s eta 9h30m
[623340] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1848 fov-steps/s eta 9h41m
[623360] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1981 fov-steps/s eta 9h37m
[623380] phase C T=8 real=0.20 loss=0.4022 lr=5.00e-05 1976 fov-steps/s eta 9h34m
[623400] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1979 fov-steps/s eta 9h32m
[623420] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1980 fov-steps/s eta 9h30m
[623440] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1924 fov-steps/s eta 9h34m
[623460] phase C T=8 real=0.20 loss=0.4023 lr=5.00e-05 1924 fov-steps/s eta 9h36m
[623480] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1982 fov-steps/s eta 9h33m
[623500] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1980 fov-steps/s eta 9h31m
[623520] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1981 fov-steps/s eta 9h29m
[623540] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1980 fov-steps/s eta 9h28m
[623560] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1861 fov-steps/s eta 9h38m
[623580] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1980 fov-steps/s eta 9h34m
[623600] phase C T=8 real=0.20 loss=0.3990 lr=5.00e-05 1975 fov-steps/s eta 9h32m
[623620] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1980 fov-steps/s eta 9h30m
[623640] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1980 fov-steps/s eta 9h29m
[623660] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1867 fov-steps/s eta 9h38m
[623680] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1975 fov-steps/s eta 9h34m
[623700] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1978 fov-steps/s eta 9h32m
[623720] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1981 fov-steps/s eta 9h30m
[623740] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1981 fov-steps/s eta 9h28m
[623760] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1903 fov-steps/s eta 9h34m
[623780] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1927 fov-steps/s eta 9h36m
[623800] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1979 fov-steps/s eta 9h33m
[623820] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1980 fov-steps/s eta 9h30m
[623840] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1976 fov-steps/s eta 9h29m
[623860] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1978 fov-steps/s eta 9h28m
[623880] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1862 fov-steps/s eta 9h37m
[623900] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1979 fov-steps/s eta 9h33m
[623920] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1980 fov-steps/s eta 9h30m
[623940] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1980 fov-steps/s eta 9h29m
[623960] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1980 fov-steps/s eta 9h27m
[623980] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1850 fov-steps/s eta 9h38m
[624000] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1980 fov-steps/s eta 9h33m
[624020] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1983 fov-steps/s eta 9h30m
[624040] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1981 fov-steps/s eta 9h28m
[624060] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1979 fov-steps/s eta 9h27m
[624080] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1920 fov-steps/s eta 9h31m
[624100] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1943 fov-steps/s eta 9h32m
[624120] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1982 fov-steps/s eta 9h29m
[624140] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1979 fov-steps/s eta 9h27m
[624160] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1982 fov-steps/s eta 9h26m
[624180] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1981 fov-steps/s eta 9h25m
[624200] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1864 fov-steps/s eta 9h35m
[624220] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1978 fov-steps/s eta 9h31m
[624240] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1977 fov-steps/s eta 9h29m
[624260] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1980 fov-steps/s eta 9h27m
[624280] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1980 fov-steps/s eta 9h26m
[624300] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1853 fov-steps/s eta 9h36m
[624320] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1980 fov-steps/s eta 9h32m
[624340] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1980 fov-steps/s eta 9h29m
[624360] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1976 fov-steps/s eta 9h27m
[624380] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1978 fov-steps/s eta 9h26m
[624400] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1854 fov-steps/s eta 9h36m
[624420] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1964 fov-steps/s eta 9h33m
[624440] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1975 fov-steps/s eta 9h30m
[624460] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1977 fov-steps/s eta 9h28m
[624480] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1978 fov-steps/s eta 9h26m
[624500] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1941 fov-steps/s eta 9h28m
[624520] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1887 fov-steps/s eta 9h34m
[624540] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1979 fov-steps/s eta 9h31m
[624560] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1978 fov-steps/s eta 9h28m
[624580] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1981 fov-steps/s eta 9h26m
[624600] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1982 fov-steps/s eta 9h24m
[624620] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1856 fov-steps/s eta 9h34m
[624640] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1981 fov-steps/s eta 9h30m
[624660] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 9h28m
[624680] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1979 fov-steps/s eta 9h26m
[624700] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1979 fov-steps/s eta 9h24m
[624720] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1888 fov-steps/s eta 9h31m
[624740] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1927 fov-steps/s eta 9h33m
[624760] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1979 fov-steps/s eta 9h29m
[624780] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1982 fov-steps/s eta 9h26m
[624800] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1983 fov-steps/s eta 9h24m
[624820] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1982 fov-steps/s eta 9h23m
[624840] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1867 fov-steps/s eta 9h32m
[624860] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 9h28m
[624880] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1983 fov-steps/s eta 9h25m
[624900] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1982 fov-steps/s eta 9h24m
[624920] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1980 fov-steps/s eta 9h23m
[624940] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1899 fov-steps/s eta 9h29m
[624960] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1982 fov-steps/s eta 9h26m
[624980] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1983 fov-steps/s eta 9h24m
[625000] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1980 fov-steps/s eta 9h22m
[ckpt] /root/surf/ffn_run6/ckpt_625000.pt
[val 625000] NERL all=0.3965 (real=0.3965 synth=0.0962) | merge all=0.1016 (real=0.0833 blind=0.093) inst=182 | best_nerl=0.4187 best_realmerge=0.0729 (141s)
[val 625000] movement: panel_1step=0.0714 mean_steps=504.04 core_1step=0.0769
[val 625000] CORE (unlabelled target regime): score=0.03625 cov=0.3432 inst=13 valid=0.769 | best_core=0.04247
[625020] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1820 fov-steps/s eta 9h36m
[625040] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1942 fov-steps/s eta 9h34m
[625060] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1994 fov-steps/s eta 9h28m
[625080] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1992 fov-steps/s eta 9h25m
[625100] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1991 fov-steps/s eta 9h22m
[625120] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1958 fov-steps/s eta 9h23m
[625140] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1883 fov-steps/s eta 9h30m
[625160] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1988 fov-steps/s eta 9h26m
[625180] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1984 fov-steps/s eta 9h23m
[625200] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1984 fov-steps/s eta 9h22m
[625220] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1983 fov-steps/s eta 9h21m
[625240] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1864 fov-steps/s eta 9h30m
[625260] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1985 fov-steps/s eta 9h26m
[625280] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1987 fov-steps/s eta 9h23m
[625300] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1983 fov-steps/s eta 9h21m
[625320] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1985 fov-steps/s eta 9h20m
[625340] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1911 fov-steps/s eta 9h25m
[625360] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1921 fov-steps/s eta 9h28m
[625380] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1983 fov-steps/s eta 9h25m
[625400] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1984 fov-steps/s eta 9h22m
[625420] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1981 fov-steps/s eta 9h21m
[625440] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1965 fov-steps/s eta 9h21m
[625460] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1858 fov-steps/s eta 9h31m
[625480] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1979 fov-steps/s eta 9h27m
[625500] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1981 fov-steps/s eta 9h24m
[625520] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1979 fov-steps/s eta 9h22m
[625540] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1981 fov-steps/s eta 9h20m
[625560] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1863 fov-steps/s eta 9h30m
[625580] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1979 fov-steps/s eta 9h26m
[625600] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1978 fov-steps/s eta 9h23m
[625620] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1981 fov-steps/s eta 9h21m
[625640] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1981 fov-steps/s eta 9h20m
[625660] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1890 fov-steps/s eta 9h27m
[625680] phase C T=8 real=0.20 loss=0.3995 lr=5.00e-05 1980 fov-steps/s eta 9h24m
[625700] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1981 fov-steps/s eta 9h21m
[625720] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1981 fov-steps/s eta 9h20m
[625740] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1980 fov-steps/s eta 9h19m
[625760] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1978 fov-steps/s eta 9h18m
[625780] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1898 fov-steps/s eta 9h25m
[625800] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1979 fov-steps/s eta 9h22m
[625820] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1973 fov-steps/s eta 9h21m
[625840] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1976 fov-steps/s eta 9h20m
[625860] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1973 fov-steps/s eta 9h19m
[625880] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1867 fov-steps/s eta 9h28m
[625900] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1980 fov-steps/s eta 9h24m
[625920] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1979 fov-steps/s eta 9h22m
[625940] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1979 fov-steps/s eta 9h20m
[625960] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 9h19m
[625980] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1849 fov-steps/s eta 9h29m
[626000] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1981 fov-steps/s eta 9h25m
[626020] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1981 fov-steps/s eta 9h22m
[626040] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1980 fov-steps/s eta 9h20m
[626060] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1981 fov-steps/s eta 9h18m
[626080] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1943 fov-steps/s eta 9h20m
[626100] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1877 fov-steps/s eta 9h28m
[626120] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1975 fov-steps/s eta 9h24m
[626140] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1977 fov-steps/s eta 9h22m
[626160] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1979 fov-steps/s eta 9h19m
[626180] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1978 fov-steps/s eta 9h18m
[626200] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1842 fov-steps/s eta 9h29m
[626220] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1982 fov-steps/s eta 9h24m
[626240] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1977 fov-steps/s eta 9h21m
[626260] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1980 fov-steps/s eta 9h19m
[626280] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1981 fov-steps/s eta 9h18m
[626300] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1853 fov-steps/s eta 9h27m
[626320] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 9h23m
[626340] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1976 fov-steps/s eta 9h21m
[626360] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1978 fov-steps/s eta 9h19m
[626380] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1981 fov-steps/s eta 9h17m
[626400] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1901 fov-steps/s eta 9h23m
[626420] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1878 fov-steps/s eta 9h29m
[626440] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1979 fov-steps/s eta 9h24m
[626460] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1979 fov-steps/s eta 9h21m
[626480] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1977 fov-steps/s eta 9h19m
[626500] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1976 fov-steps/s eta 9h18m
[626520] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1828 fov-steps/s eta 9h29m
[626540] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1964 fov-steps/s eta 9h26m
[626560] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1978 fov-steps/s eta 9h22m
[626580] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1971 fov-steps/s eta 9h20m
[626600] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1978 fov-steps/s eta 9h18m
[626620] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1864 fov-steps/s eta 9h26m
[626640] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1982 fov-steps/s eta 9h22m
[626660] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1981 fov-steps/s eta 9h19m
[626680] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1981 fov-steps/s eta 9h17m
[626700] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1980 fov-steps/s eta 9h15m
[626720] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1877 fov-steps/s eta 9h23m
[626740] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1977 fov-steps/s eta 9h20m
[626760] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1981 fov-steps/s eta 9h18m
[626780] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 9h16m
[626800] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1978 fov-steps/s eta 9h15m
[626820] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1943 fov-steps/s eta 9h17m
[626840] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1905 fov-steps/s eta 9h22m
[626860] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1981 fov-steps/s eta 9h19m
[626880] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1982 fov-steps/s eta 9h16m
[626900] phase C T=8 real=0.20 loss=0.3778 lr=5.00e-05 1980 fov-steps/s eta 9h15m
[626920] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1979 fov-steps/s eta 9h14m
[626940] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1865 fov-steps/s eta 9h23m
[626960] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1979 fov-steps/s eta 9h19m
[626980] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1980 fov-steps/s eta 9h17m
[627000] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1980 fov-steps/s eta 9h15m
[627020] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1979 fov-steps/s eta 9h14m
[627040] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1864 fov-steps/s eta 9h23m
[627060] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1954 fov-steps/s eta 9h21m
[627080] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1977 fov-steps/s eta 9h18m
[627100] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1973 fov-steps/s eta 9h17m
[627120] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1979 fov-steps/s eta 9h15m
[627140] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1912 fov-steps/s eta 9h19m
[627160] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1906 fov-steps/s eta 9h23m
[627180] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1982 fov-steps/s eta 9h19m
[627200] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1969 fov-steps/s eta 9h17m
[627220] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1977 fov-steps/s eta 9h15m
[627240] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1979 fov-steps/s eta 9h14m
[627260] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1858 fov-steps/s eta 9h23m
[627280] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1978 fov-steps/s eta 9h19m
[627300] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1977 fov-steps/s eta 9h16m
[627320] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1978 fov-steps/s eta 9h15m
[627340] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1976 fov-steps/s eta 9h13m
[627360] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1856 fov-steps/s eta 9h23m
[627380] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 9h19m
[627400] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1979 fov-steps/s eta 9h16m
[627420] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1980 fov-steps/s eta 9h14m
[627440] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 9h13m
[627460] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1906 fov-steps/s eta 9h18m
[627480] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1937 fov-steps/s eta 9h19m
[627500] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1976 fov-steps/s eta 9h16m
[627520] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 9h14m
[627540] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 9h13m
[627560] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1980 fov-steps/s eta 9h11m
[627580] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1860 fov-steps/s eta 9h21m
[627600] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1981 fov-steps/s eta 9h17m
[627620] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1979 fov-steps/s eta 9h14m
[627640] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1975 fov-steps/s eta 9h13m
[627660] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1976 fov-steps/s eta 9h12m
[627680] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1846 fov-steps/s eta 9h22m
[627700] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1978 fov-steps/s eta 9h18m
[627720] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1980 fov-steps/s eta 9h15m
[627740] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1977 fov-steps/s eta 9h13m
[627760] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1976 fov-steps/s eta 9h12m
[627780] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1894 fov-steps/s eta 9h18m
[627800] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1924 fov-steps/s eta 9h19m
[627820] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1980 fov-steps/s eta 9h16m
[627840] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1981 fov-steps/s eta 9h13m
[627860] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1971 fov-steps/s eta 9h12m
[627880] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1975 fov-steps/s eta 9h11m
[627900] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1817 fov-steps/s eta 9h24m
[627920] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1949 fov-steps/s eta 9h21m
[627940] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 9h17m
[627960] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1974 fov-steps/s eta 9h15m
[627980] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1975 fov-steps/s eta 9h13m
[628000] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1854 fov-steps/s eta 9h22m
[628020] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1979 fov-steps/s eta 9h17m
[628040] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1979 fov-steps/s eta 9h14m
[628060] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1979 fov-steps/s eta 9h12m
[628080] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1979 fov-steps/s eta 9h10m
[628100] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1868 fov-steps/s eta 9h18m
[628120] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1954 fov-steps/s eta 9h17m
[628140] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1972 fov-steps/s eta 9h14m
[628160] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1977 fov-steps/s eta 9h12m
[628180] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1975 fov-steps/s eta 9h11m
[628200] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1950 fov-steps/s eta 9h12m
[628220] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1878 fov-steps/s eta 9h19m
[628240] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1979 fov-steps/s eta 9h15m
[628260] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1980 fov-steps/s eta 9h12m
[628280] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1981 fov-steps/s eta 9h10m
[628300] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1980 fov-steps/s eta 9h08m
[628320] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1841 fov-steps/s eta 9h19m
[628340] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1978 fov-steps/s eta 9h15m
[628360] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1980 fov-steps/s eta 9h12m
[628380] phase C T=8 real=0.20 loss=0.3743 lr=5.00e-05 1980 fov-steps/s eta 9h10m
[628400] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1975 fov-steps/s eta 9h09m
[628420] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1868 fov-steps/s eta 9h17m
[628440] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1962 fov-steps/s eta 9h15m
[628460] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1978 fov-steps/s eta 9h12m
[628480] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1978 fov-steps/s eta 9h10m
[628500] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1979 fov-steps/s eta 9h08m
[628520] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1956 fov-steps/s eta 9h09m
[628540] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1869 fov-steps/s eta 9h17m
[628560] phase C T=8 real=0.20 loss=0.4027 lr=5.00e-05 1977 fov-steps/s eta 9h13m
[628580] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1976 fov-steps/s eta 9h11m
[628600] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1977 fov-steps/s eta 9h09m
[628620] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1973 fov-steps/s eta 9h08m
[628640] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1873 fov-steps/s eta 9h16m
[628660] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1975 fov-steps/s eta 9h13m
[628680] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1977 fov-steps/s eta 9h10m
[628700] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1978 fov-steps/s eta 9h08m
[628720] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1980 fov-steps/s eta 9h07m
[628740] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1866 fov-steps/s eta 9h16m
[628760] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1947 fov-steps/s eta 9h15m
[628780] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1970 fov-steps/s eta 9h12m
[628800] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1975 fov-steps/s eta 9h10m
[628820] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1979 fov-steps/s eta 9h08m
[628840] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1977 fov-steps/s eta 9h07m
[628860] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1846 fov-steps/s eta 9h17m
[628880] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 9h13m
[628900] phase C T=8 real=0.20 loss=0.3757 lr=5.00e-05 1976 fov-steps/s eta 9h10m
[628920] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1974 fov-steps/s eta 9h08m
[628940] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1975 fov-steps/s eta 9h07m
[628960] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1860 fov-steps/s eta 9h16m
[628980] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1975 fov-steps/s eta 9h12m
[629000] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1975 fov-steps/s eta 9h10m
[629020] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1974 fov-steps/s eta 9h08m
[629040] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1966 fov-steps/s eta 9h07m
[629060] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1861 fov-steps/s eta 9h16m
[629080] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1942 fov-steps/s eta 9h15m
[629100] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1974 fov-steps/s eta 9h11m
[629120] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1977 fov-steps/s eta 9h09m
[629140] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1976 fov-steps/s eta 9h07m
[629160] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1976 fov-steps/s eta 9h06m
[629180] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1856 fov-steps/s eta 9h15m
[629200] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 9h11m
[629220] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1977 fov-steps/s eta 9h08m
[629240] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1975 fov-steps/s eta 9h07m
[629260] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1978 fov-steps/s eta 9h05m
[629280] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1869 fov-steps/s eta 9h13m
[629300] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1976 fov-steps/s eta 9h10m
[629320] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1976 fov-steps/s eta 9h07m
[629340] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1977 fov-steps/s eta 9h06m
[629360] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1975 fov-steps/s eta 9h05m
[629380] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1896 fov-steps/s eta 9h11m
[629400] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1938 fov-steps/s eta 9h11m
[629420] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1978 fov-steps/s eta 9h08m
[629440] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1979 fov-steps/s eta 9h06m
[629460] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1980 fov-steps/s eta 9h04m
[629480] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1977 fov-steps/s eta 9h03m
[629500] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1872 fov-steps/s eta 9h11m
[629520] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1978 fov-steps/s eta 9h08m
[629540] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1981 fov-steps/s eta 9h06m
[629560] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 9h04m
[629580] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1976 fov-steps/s eta 9h03m
[629600] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1853 fov-steps/s eta 9h13m
[629620] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1976 fov-steps/s eta 9h09m
[629640] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1978 fov-steps/s eta 9h06m
[629660] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1975 fov-steps/s eta 9h05m
[629680] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1970 fov-steps/s eta 9h04m
[629700] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1876 fov-steps/s eta 9h11m
[629720] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1933 fov-steps/s eta 9h12m
[629740] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1977 fov-steps/s eta 9h08m
[629760] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1975 fov-steps/s eta 9h06m
[629780] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1978 fov-steps/s eta 9h04m
[629800] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1950 fov-steps/s eta 9h05m
[629820] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1904 fov-steps/s eta 9h09m
[629840] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1927 fov-steps/s eta 9h11m
[629860] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 9h07m
[629880] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1980 fov-steps/s eta 9h05m
[629900] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1978 fov-steps/s eta 9h03m
[629920] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1837 fov-steps/s eta 9h14m
[629940] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1971 fov-steps/s eta 9h10m
[629960] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1975 fov-steps/s eta 9h07m
[629980] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1977 fov-steps/s eta 9h04m
[630000] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 9h03m
[ckpt] /root/surf/ffn_run6/ckpt_630000.pt
[630020] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1849 fov-steps/s eta 9h12m
[630040] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1983 fov-steps/s eta 9h08m
[630060] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 9h05m
[630080] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1980 fov-steps/s eta 9h03m
[630100] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1980 fov-steps/s eta 9h01m
[630120] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1944 fov-steps/s eta 9h03m
[630140] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1897 fov-steps/s eta 9h08m
[630160] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 9h05m
[630180] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1976 fov-steps/s eta 9h03m
[630200] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 9h02m
[630220] phase C T=8 real=0.20 loss=0.3768 lr=5.00e-05 1979 fov-steps/s eta 9h00m
[630240] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1876 fov-steps/s eta 9h08m
[630260] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1978 fov-steps/s eta 9h05m
[630280] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1979 fov-steps/s eta 9h02m
[630300] phase C T=8 real=0.20 loss=0.3739 lr=5.00e-05 1979 fov-steps/s eta 9h01m
[630320] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1977 fov-steps/s eta 9h00m
[630340] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1875 fov-steps/s eta 9h08m
[630360] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1920 fov-steps/s eta 9h09m
[630380] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1973 fov-steps/s eta 9h06m
[630400] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1979 fov-steps/s eta 9h03m
[630420] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1978 fov-steps/s eta 9h01m
[630440] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1909 fov-steps/s eta 9h06m
[630460] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1919 fov-steps/s eta 9h08m
[630480] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1981 fov-steps/s eta 9h04m
[630500] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1968 fov-steps/s eta 9h03m
[630520] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1979 fov-steps/s eta 9h01m
[630540] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1980 fov-steps/s eta 8h59m
[630560] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1852 fov-steps/s eta 9h09m
[630580] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1979 fov-steps/s eta 9h05m
[630600] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1983 fov-steps/s eta 9h02m
[630620] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1980 fov-steps/s eta 9h00m
[630640] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1979 fov-steps/s eta 8h59m
[630660] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1888 fov-steps/s eta 9h05m
[630680] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1971 fov-steps/s eta 9h03m
[630700] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1982 fov-steps/s eta 9h00m
[630720] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1979 fov-steps/s eta 8h59m
[630740] phase C T=8 real=0.20 loss=0.3781 lr=5.00e-05 1981 fov-steps/s eta 8h57m
[630760] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1927 fov-steps/s eta 9h01m
[630780] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1885 fov-steps/s eta 9h07m
[630800] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1978 fov-steps/s eta 9h03m
[630820] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1979 fov-steps/s eta 9h01m
[630840] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1979 fov-steps/s eta 8h59m
[630860] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1980 fov-steps/s eta 8h58m
[630880] phase C T=8 real=0.20 loss=0.3773 lr=5.00e-05 1859 fov-steps/s eta 9h07m
[630900] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1976 fov-steps/s eta 9h03m
[630920] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1979 fov-steps/s eta 9h01m
[630940] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1978 fov-steps/s eta 8h59m
[630960] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1980 fov-steps/s eta 8h57m
[630980] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1868 fov-steps/s eta 9h06m
[631000] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1957 fov-steps/s eta 9h04m
[631020] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1981 fov-steps/s eta 9h01m
[631040] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1981 fov-steps/s eta 8h58m
[631060] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1976 fov-steps/s eta 8h57m
[631080] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1945 fov-steps/s eta 8h59m
[631100] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1874 fov-steps/s eta 9h06m
[631120] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1982 fov-steps/s eta 9h02m
[631140] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1982 fov-steps/s eta 8h59m
[631160] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1964 fov-steps/s eta 8h59m
[631180] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1981 fov-steps/s eta 8h57m
[631200] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1848 fov-steps/s eta 9h07m
[631220] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1978 fov-steps/s eta 9h03m
[631240] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1974 fov-steps/s eta 9h00m
[631260] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1980 fov-steps/s eta 8h58m
[631280] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1981 fov-steps/s eta 8h56m
[631300] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1840 fov-steps/s eta 9h07m
[631320] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1984 fov-steps/s eta 9h02m
[631340] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1978 fov-steps/s eta 8h59m
[631360] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1979 fov-steps/s eta 8h57m
[631380] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1979 fov-steps/s eta 8h56m
[631400] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1938 fov-steps/s eta 8h58m
[631420] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1906 fov-steps/s eta 9h02m
[631440] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1980 fov-steps/s eta 8h59m
[631460] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1981 fov-steps/s eta 8h57m
[631480] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1982 fov-steps/s eta 8h55m
[631500] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1979 fov-steps/s eta 8h54m
[631520] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1747 fov-steps/s eta 9h13m
[631540] phase C T=8 real=0.20 loss=0.4012 lr=5.00e-05 1975 fov-steps/s eta 9h07m
[631560] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1980 fov-steps/s eta 9h02m
[631580] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1979 fov-steps/s eta 8h59m
[631600] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1981 fov-steps/s eta 8h56m
[631620] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1865 fov-steps/s eta 9h04m
[631640] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1980 fov-steps/s eta 9h00m
[631660] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1980 fov-steps/s eta 8h57m
[631680] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1979 fov-steps/s eta 8h55m
[631700] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1979 fov-steps/s eta 8h54m
[631720] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1902 fov-steps/s eta 8h59m
[631740] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1943 fov-steps/s eta 9h00m
[631760] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1981 fov-steps/s eta 8h57m
[631780] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1981 fov-steps/s eta 8h55m
[631800] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1979 fov-steps/s eta 8h54m
[631820] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1967 fov-steps/s eta 8h54m
[631840] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1890 fov-steps/s eta 9h00m
[631860] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1980 fov-steps/s eta 8h57m
[631880] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1978 fov-steps/s eta 8h55m
[631900] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1977 fov-steps/s eta 8h54m
[631920] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1979 fov-steps/s eta 8h53m
[631940] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1873 fov-steps/s eta 9h01m
[631960] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1976 fov-steps/s eta 8h58m
[631980] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1974 fov-steps/s eta 8h56m
[632000] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1975 fov-steps/s eta 8h54m
[632020] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1976 fov-steps/s eta 8h53m
[632040] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1891 fov-steps/s eta 8h59m
[632060] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1945 fov-steps/s eta 8h59m
[632080] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1978 fov-steps/s eta 8h56m
[632100] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1975 fov-steps/s eta 8h54m
[632120] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1976 fov-steps/s eta 8h53m
[632140] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1973 fov-steps/s eta 8h52m
[632160] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1855 fov-steps/s eta 9h02m
[632180] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1977 fov-steps/s eta 8h58m
[632200] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1976 fov-steps/s eta 8h55m
[632220] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1974 fov-steps/s eta 8h54m
[632240] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1978 fov-steps/s eta 8h52m
[632260] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1834 fov-steps/s eta 9h03m
[632280] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1974 fov-steps/s eta 8h59m
[632300] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1981 fov-steps/s eta 8h56m
[632320] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1978 fov-steps/s eta 8h53m
[632340] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1976 fov-steps/s eta 8h52m
[632360] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1886 fov-steps/s eta 8h59m
[632380] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1957 fov-steps/s eta 8h57m
[632400] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1978 fov-steps/s eta 8h54m
[632420] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 8h52m
[632440] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 8h51m
[632460] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1948 fov-steps/s eta 8h53m
[632480] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1886 fov-steps/s eta 8h59m
[632500] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1977 fov-steps/s eta 8h56m
[632520] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1978 fov-steps/s eta 8h53m
[632540] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1980 fov-steps/s eta 8h51m
[632560] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1979 fov-steps/s eta 8h50m
[632580] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1854 fov-steps/s eta 8h59m
[632600] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1979 fov-steps/s eta 8h56m
[632620] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1976 fov-steps/s eta 8h53m
[632640] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1978 fov-steps/s eta 8h52m
[632660] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1979 fov-steps/s eta 8h50m
[632680] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1881 fov-steps/s eta 8h57m
[632700] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1950 fov-steps/s eta 8h56m
[632720] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1979 fov-steps/s eta 8h53m
[632740] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1978 fov-steps/s eta 8h51m
[632760] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1979 fov-steps/s eta 8h50m
[632780] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1964 fov-steps/s eta 8h50m
[632800] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1877 fov-steps/s eta 8h57m
[632820] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1977 fov-steps/s eta 8h54m
[632840] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1976 fov-steps/s eta 8h52m
[632860] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1977 fov-steps/s eta 8h50m
[632880] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1978 fov-steps/s eta 8h49m
[632900] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1848 fov-steps/s eta 8h59m
[632920] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1977 fov-steps/s eta 8h55m
[632940] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1980 fov-steps/s eta 8h52m
[632960] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1979 fov-steps/s eta 8h50m
[632980] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1980 fov-steps/s eta 8h49m
[633000] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1797 fov-steps/s eta 9h03m
[633020] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1889 fov-steps/s eta 9h05m
[633040] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1978 fov-steps/s eta 8h59m
[633060] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1980 fov-steps/s eta 8h55m
[633080] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1978 fov-steps/s eta 8h52m
[633100] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1933 fov-steps/s eta 8h53m
[633120] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1897 fov-steps/s eta 8h58m
[633140] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1964 fov-steps/s eta 8h55m
[633160] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1976 fov-steps/s eta 8h52m
[633180] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1982 fov-steps/s eta 8h50m
[633200] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1979 fov-steps/s eta 8h48m
[633220] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1856 fov-steps/s eta 8h57m
[633240] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1980 fov-steps/s eta 8h53m
[633260] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1977 fov-steps/s eta 8h51m
[633280] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1978 fov-steps/s eta 8h49m
[633300] phase C T=8 real=0.20 loss=0.3794 lr=5.00e-05 1979 fov-steps/s eta 8h47m
[633320] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1862 fov-steps/s eta 8h56m
[633340] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1970 fov-steps/s eta 8h53m
[633360] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1976 fov-steps/s eta 8h50m
[633380] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1977 fov-steps/s eta 8h49m
[633400] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1981 fov-steps/s eta 8h47m
[633420] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1966 fov-steps/s eta 8h47m
[633440] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1882 fov-steps/s eta 8h54m
[633460] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1980 fov-steps/s eta 8h50m
[633480] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1978 fov-steps/s eta 8h48m
[633500] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1977 fov-steps/s eta 8h47m
[633520] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1978 fov-steps/s eta 8h46m
[633540] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1862 fov-steps/s eta 8h55m
[633560] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1977 fov-steps/s eta 8h51m
[633580] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1978 fov-steps/s eta 8h49m
[633600] phase C T=8 real=0.20 loss=0.4013 lr=5.00e-05 1980 fov-steps/s eta 8h47m
[633620] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1977 fov-steps/s eta 8h46m
[633640] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1900 fov-steps/s eta 8h51m
[633660] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1929 fov-steps/s eta 8h53m
[633680] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1979 fov-steps/s eta 8h50m
[633700] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1981 fov-steps/s eta 8h47m
[633720] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1980 fov-steps/s eta 8h46m
[633740] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1977 fov-steps/s eta 8h45m
[633760] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1867 fov-steps/s eta 8h53m
[633780] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1980 fov-steps/s eta 8h50m
[633800] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1971 fov-steps/s eta 8h48m
[633820] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1974 fov-steps/s eta 8h46m
[633840] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1978 fov-steps/s eta 8h45m
[633860] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1865 fov-steps/s eta 8h53m
[633880] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1982 fov-steps/s eta 8h50m
[633900] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1980 fov-steps/s eta 8h47m
[633920] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1981 fov-steps/s eta 8h45m
[633940] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1979 fov-steps/s eta 8h44m
[633960] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1921 fov-steps/s eta 8h48m
[633980] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1921 fov-steps/s eta 8h51m
[634000] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1978 fov-steps/s eta 8h48m
[634020] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1981 fov-steps/s eta 8h46m
[634040] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1977 fov-steps/s eta 8h44m
[634060] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1972 fov-steps/s eta 8h44m
[634080] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1858 fov-steps/s eta 8h53m
[634100] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1982 fov-steps/s eta 8h49m
[634120] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1975 fov-steps/s eta 8h47m
[634140] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1982 fov-steps/s eta 8h44m
[634160] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1980 fov-steps/s eta 8h43m
[634180] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1870 fov-steps/s eta 8h51m
[634200] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1981 fov-steps/s eta 8h48m
[634220] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1982 fov-steps/s eta 8h45m
[634240] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1981 fov-steps/s eta 8h43m
[634260] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1982 fov-steps/s eta 8h42m
[634280] phase C T=8 real=0.20 loss=0.3991 lr=5.00e-05 1913 fov-steps/s eta 8h47m
[634300] phase C T=8 real=0.20 loss=0.4045 lr=5.00e-05 1923 fov-steps/s eta 8h49m
[634320] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1976 fov-steps/s eta 8h47m
[634340] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1979 fov-steps/s eta 8h44m
[634360] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1977 fov-steps/s eta 8h43m
[634380] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 8h42m
[634400] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1861 fov-steps/s eta 8h51m
[634420] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1974 fov-steps/s eta 8h48m
[634440] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1976 fov-steps/s eta 8h45m
[634460] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1953 fov-steps/s eta 8h46m
[634480] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1974 fov-steps/s eta 8h44m
[634500] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1865 fov-steps/s eta 8h52m
[634520] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 8h48m
[634540] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 8h45m
[634560] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 8h43m
[634580] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1974 fov-steps/s eta 8h42m
[634600] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1937 fov-steps/s eta 8h45m
[634620] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1899 fov-steps/s eta 8h49m
[634640] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1980 fov-steps/s eta 8h46m
[634660] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1980 fov-steps/s eta 8h43m
[634680] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1979 fov-steps/s eta 8h42m
[634700] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1980 fov-steps/s eta 8h41m
[634720] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1860 fov-steps/s eta 8h49m
[634740] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1983 fov-steps/s eta 8h46m
[634760] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1978 fov-steps/s eta 8h43m
[634780] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1979 fov-steps/s eta 8h42m
[634800] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1980 fov-steps/s eta 8h40m
[634820] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1846 fov-steps/s eta 8h50m
[634840] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1982 fov-steps/s eta 8h46m
[634860] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1978 fov-steps/s eta 8h43m
[634880] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1973 fov-steps/s eta 8h42m
[634900] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1980 fov-steps/s eta 8h41m
[634920] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1934 fov-steps/s eta 8h43m
[634940] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1900 fov-steps/s eta 8h48m
[634960] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1980 fov-steps/s eta 8h44m
[634980] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1980 fov-steps/s eta 8h42m
[635000] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1981 fov-steps/s eta 8h40m
[ckpt] /root/surf/ffn_run6/ckpt_635000.pt
[635020] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 8h39m
[635040] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1861 fov-steps/s eta 8h48m
[635060] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1983 fov-steps/s eta 8h44m
[635080] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 8h42m
[635100] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1981 fov-steps/s eta 8h40m
[635120] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1975 fov-steps/s eta 8h39m
[635140] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1887 fov-steps/s eta 8h46m
[635160] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1952 fov-steps/s eta 8h45m
[635180] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1980 fov-steps/s eta 8h42m
[635200] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1979 fov-steps/s eta 8h40m
[635220] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1978 fov-steps/s eta 8h39m
[635240] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1980 fov-steps/s eta 8h38m
[635260] phase C T=8 real=0.20 loss=0.4058 lr=5.00e-05 1863 fov-steps/s eta 8h47m
[635280] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1975 fov-steps/s eta 8h44m
[635300] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1979 fov-steps/s eta 8h41m
[635320] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1980 fov-steps/s eta 8h39m
[635340] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1977 fov-steps/s eta 8h38m
[635360] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1872 fov-steps/s eta 8h46m
[635380] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1981 fov-steps/s eta 8h42m
[635400] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1981 fov-steps/s eta 8h40m
[635420] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1978 fov-steps/s eta 8h39m
[635440] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1982 fov-steps/s eta 8h37m
[635460] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1939 fov-steps/s eta 8h40m
[635480] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1905 fov-steps/s eta 8h44m
[635500] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1982 fov-steps/s eta 8h41m
[635520] phase C T=8 real=0.20 loss=0.4036 lr=5.00e-05 1981 fov-steps/s eta 8h39m
[635540] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1980 fov-steps/s eta 8h37m
[635560] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1981 fov-steps/s eta 8h36m
[635580] phase C T=8 real=0.20 loss=0.3784 lr=5.00e-05 1881 fov-steps/s eta 8h44m
[635600] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1981 fov-steps/s eta 8h41m
[635620] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1981 fov-steps/s eta 8h38m
[635640] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1979 fov-steps/s eta 8h37m
[635660] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1972 fov-steps/s eta 8h37m
[635680] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1862 fov-steps/s eta 8h45m
[635700] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1961 fov-steps/s eta 8h43m
[635720] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1978 fov-steps/s eta 8h40m
[635740] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1980 fov-steps/s eta 8h38m
[635760] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1979 fov-steps/s eta 8h37m
[635780] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1964 fov-steps/s eta 8h37m
[635800] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1867 fov-steps/s eta 8h45m
[635820] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1980 fov-steps/s eta 8h41m
[635840] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1979 fov-steps/s eta 8h39m
[635860] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1982 fov-steps/s eta 8h37m
[635880] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1981 fov-steps/s eta 8h35m
[635900] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1847 fov-steps/s eta 8h45m
[635920] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1981 fov-steps/s eta 8h41m
[635940] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1981 fov-steps/s eta 8h39m
[635960] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1982 fov-steps/s eta 8h37m
[635980] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1981 fov-steps/s eta 8h35m
[636000] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1901 fov-steps/s eta 8h41m
[636020] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1931 fov-steps/s eta 8h42m
[636040] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1984 fov-steps/s eta 8h39m
[636060] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1981 fov-steps/s eta 8h36m
[636080] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1982 fov-steps/s eta 8h35m
[636100] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1980 fov-steps/s eta 8h34m
[636120] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1858 fov-steps/s eta 8h43m
[636140] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 8h40m
[636160] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1981 fov-steps/s eta 8h37m
[636180] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1981 fov-steps/s eta 8h35m
[636200] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1977 fov-steps/s eta 8h34m
[636220] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1835 fov-steps/s eta 8h45m
[636240] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1980 fov-steps/s eta 8h41m
[636260] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1977 fov-steps/s eta 8h38m
[636280] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1979 fov-steps/s eta 8h36m
[636300] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1979 fov-steps/s eta 8h35m
[636320] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1909 fov-steps/s eta 8h39m
[636340] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1925 fov-steps/s eta 8h41m
[636360] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1977 fov-steps/s eta 8h38m
[636380] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1978 fov-steps/s eta 8h36m
[636400] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1980 fov-steps/s eta 8h34m
[636420] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1979 fov-steps/s eta 8h33m
[636440] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1860 fov-steps/s eta 8h42m
[636460] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1964 fov-steps/s eta 8h40m
[636480] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1978 fov-steps/s eta 8h37m
[636500] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1978 fov-steps/s eta 8h35m
[636520] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1980 fov-steps/s eta 8h33m
[636540] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1853 fov-steps/s eta 8h42m
[636560] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1976 fov-steps/s eta 8h39m
[636580] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1981 fov-steps/s eta 8h36m
[636600] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1981 fov-steps/s eta 8h34m
[636620] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1979 fov-steps/s eta 8h33m
[636640] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1892 fov-steps/s eta 8h39m
[636660] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1944 fov-steps/s eta 8h39m
[636680] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1974 fov-steps/s eta 8h36m
[636700] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1980 fov-steps/s eta 8h34m
[636720] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1981 fov-steps/s eta 8h33m
[636740] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1966 fov-steps/s eta 8h33m
[636760] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1862 fov-steps/s eta 8h41m
[636780] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1971 fov-steps/s eta 8h38m
[636800] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1970 fov-steps/s eta 8h36m
[636820] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1965 fov-steps/s eta 8h35m
[636840] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1975 fov-steps/s eta 8h33m
[636860] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1854 fov-steps/s eta 8h42m
[636880] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1977 fov-steps/s eta 8h38m
[636900] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1978 fov-steps/s eta 8h35m
[636920] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1978 fov-steps/s eta 8h33m
[636940] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1978 fov-steps/s eta 8h32m
[636960] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1852 fov-steps/s eta 8h41m
[636980] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1973 fov-steps/s eta 8h37m
[637000] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 8h35m
[637020] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 8h33m
[637040] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1979 fov-steps/s eta 8h31m
[637060] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1916 fov-steps/s eta 8h35m
[637080] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1898 fov-steps/s eta 8h39m
[637100] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1981 fov-steps/s eta 8h36m
[637120] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1950 fov-steps/s eta 8h36m
[637140] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1978 fov-steps/s eta 8h33m
[637160] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1976 fov-steps/s eta 8h32m
[637180] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1865 fov-steps/s eta 8h39m
[637200] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1981 fov-steps/s eta 8h35m
[637220] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1982 fov-steps/s eta 8h33m
[637240] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1980 fov-steps/s eta 8h31m
[637260] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1976 fov-steps/s eta 8h30m
[637280] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1861 fov-steps/s eta 8h38m
[637300] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1961 fov-steps/s eta 8h36m
[637320] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1979 fov-steps/s eta 8h33m
[637340] phase C T=8 real=0.20 loss=0.3705 lr=5.00e-05 1981 fov-steps/s eta 8h31m
[637360] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1981 fov-steps/s eta 8h30m
[637380] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1923 fov-steps/s eta 8h33m
[637400] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1901 fov-steps/s eta 8h37m
[637420] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1978 fov-steps/s eta 8h34m
[637440] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1979 fov-steps/s eta 8h32m
[637460] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1981 fov-steps/s eta 8h30m
[637480] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1980 fov-steps/s eta 8h29m
[637500] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1857 fov-steps/s eta 8h37m
[ckpt] /root/surf/ffn_run6/ckpt_merge_best.pt (NERL=0.3613 merge=0.0521)
[val 637500] NERL all=0.3613 (real=0.3613 synth=0.0712) | merge all=0.0911 (real=0.0521 blind=0.0581) inst=183 | best_nerl=0.4187 best_realmerge=0.0521  <- MERGE-BEST (128s)
[val 637500] movement: panel_1step=0.071 mean_steps=442.58 core_1step=0.3333
[val 637500] CORE (unlabelled target regime): score=0.01783 cov=0.259 inst=15 valid=0.867 | best_core=0.04247
[637520] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1776 fov-steps/s eta 8h50m
[637540] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1995 fov-steps/s eta 8h41m
[637560] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1993 fov-steps/s eta 8h35m
[637580] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1992 fov-steps/s eta 8h31m
[637600] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1989 fov-steps/s eta 8h29m
[637620] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1946 fov-steps/s eta 8h30m
[637640] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1893 fov-steps/s eta 8h36m
[637660] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1992 fov-steps/s eta 8h31m
[637680] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1988 fov-steps/s eta 8h29m
[637700] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1988 fov-steps/s eta 8h27m
[637720] phase C T=8 real=0.20 loss=0.3781 lr=5.00e-05 1989 fov-steps/s eta 8h26m
[637740] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1863 fov-steps/s eta 8h34m
[637760] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1982 fov-steps/s eta 8h31m
[637780] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1988 fov-steps/s eta 8h29m
[637800] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1983 fov-steps/s eta 8h27m
[637820] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1982 fov-steps/s eta 8h26m
[637840] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1877 fov-steps/s eta 8h34m
[637860] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1940 fov-steps/s eta 8h34m
[637880] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1983 fov-steps/s eta 8h31m
[637900] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1984 fov-steps/s eta 8h28m
[637920] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1980 fov-steps/s eta 8h27m
[637940] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1976 fov-steps/s eta 8h26m
[637960] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1861 fov-steps/s eta 8h35m
[637980] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1983 fov-steps/s eta 8h31m
[638000] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1981 fov-steps/s eta 8h29m
[638020] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1981 fov-steps/s eta 8h27m
[638040] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1980 fov-steps/s eta 8h26m
[638060] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1863 fov-steps/s eta 8h34m
[638080] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1981 fov-steps/s eta 8h31m
[638100] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1981 fov-steps/s eta 8h28m
[638120] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1982 fov-steps/s eta 8h27m
[638140] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1980 fov-steps/s eta 8h26m
[638160] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1914 fov-steps/s eta 8h30m
[638180] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1911 fov-steps/s eta 8h33m
[638200] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1980 fov-steps/s eta 8h30m
[638220] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 8h28m
[638240] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1975 fov-steps/s eta 8h27m
[638260] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1978 fov-steps/s eta 8h26m
[638280] phase C T=8 real=0.20 loss=0.3781 lr=5.00e-05 1844 fov-steps/s eta 8h35m
[638300] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1980 fov-steps/s eta 8h31m
[638320] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1980 fov-steps/s eta 8h28m
[638340] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1978 fov-steps/s eta 8h27m
[638360] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1978 fov-steps/s eta 8h25m
[638380] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1866 fov-steps/s eta 8h33m
[638400] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1982 fov-steps/s eta 8h30m
[638420] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1981 fov-steps/s eta 8h27m
[638440] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1980 fov-steps/s eta 8h25m
[638460] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1978 fov-steps/s eta 8h24m
[638480] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 8h24m
[638500] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1880 fov-steps/s eta 8h31m
[638520] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1978 fov-steps/s eta 8h28m
[638540] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1975 fov-steps/s eta 8h26m
[638560] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1978 fov-steps/s eta 8h25m
[638580] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1978 fov-steps/s eta 8h24m
[638600] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1865 fov-steps/s eta 8h32m
[638620] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1966 fov-steps/s eta 8h30m
[638640] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1978 fov-steps/s eta 8h27m
[638660] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1979 fov-steps/s eta 8h25m
[638680] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1982 fov-steps/s eta 8h24m
[638700] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1857 fov-steps/s eta 8h32m
[638720] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1982 fov-steps/s eta 8h29m
[638740] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1976 fov-steps/s eta 8h26m
[638760] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1976 fov-steps/s eta 8h25m
[638780] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1977 fov-steps/s eta 8h24m
[638800] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1903 fov-steps/s eta 8h29m
[638820] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1927 fov-steps/s eta 8h30m
[638840] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1977 fov-steps/s eta 8h27m
[638860] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 8h25m
[638880] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1978 fov-steps/s eta 8h24m
[638900] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1977 fov-steps/s eta 8h23m
[638920] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1871 fov-steps/s eta 8h30m
[638940] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1979 fov-steps/s eta 8h27m
[638960] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1980 fov-steps/s eta 8h25m
[638980] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1980 fov-steps/s eta 8h23m
[639000] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1982 fov-steps/s eta 8h22m
[639020] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1863 fov-steps/s eta 8h30m
[639040] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1980 fov-steps/s eta 8h27m
[639060] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1977 fov-steps/s eta 8h25m
[639080] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1980 fov-steps/s eta 8h23m
[639100] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1974 fov-steps/s eta 8h22m
[639120] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1920 fov-steps/s eta 8h26m
[639140] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1907 fov-steps/s eta 8h29m
[639160] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1982 fov-steps/s eta 8h26m
[639180] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1973 fov-steps/s eta 8h24m
[639200] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1980 fov-steps/s eta 8h22m
[639220] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1981 fov-steps/s eta 8h21m
[639240] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1849 fov-steps/s eta 8h30m
[639260] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1979 fov-steps/s eta 8h27m
[639280] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1955 fov-steps/s eta 8h26m
[639300] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1977 fov-steps/s eta 8h24m
[639320] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1977 fov-steps/s eta 8h22m
[639340] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1868 fov-steps/s eta 8h30m
[639360] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1983 fov-steps/s eta 8h26m
[639380] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1980 fov-steps/s eta 8h23m
[639400] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1980 fov-steps/s eta 8h22m
[639420] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 8h20m
[639440] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1960 fov-steps/s eta 8h21m
[639460] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1910 fov-steps/s eta 8h25m
[639480] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1977 fov-steps/s eta 8h23m
[639500] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1980 fov-steps/s eta 8h21m
[639520] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1978 fov-steps/s eta 8h20m
[639540] phase C T=8 real=0.20 loss=0.3972 lr=5.00e-05 1980 fov-steps/s eta 8h19m
[639560] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1867 fov-steps/s eta 8h27m
[639580] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1979 fov-steps/s eta 8h24m
[639600] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 8h22m
[639620] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1978 fov-steps/s eta 8h21m
[639640] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 8h20m
[639660] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1849 fov-steps/s eta 8h29m
[639680] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1962 fov-steps/s eta 8h26m
[639700] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1967 fov-steps/s eta 8h24m
[639720] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1967 fov-steps/s eta 8h23m
[639740] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1971 fov-steps/s eta 8h22m
[639760] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1900 fov-steps/s eta 8h26m
[639780] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1912 fov-steps/s eta 8h28m
[639800] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1976 fov-steps/s eta 8h25m
[639820] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1975 fov-steps/s eta 8h22m
[639840] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1978 fov-steps/s eta 8h20m
[639860] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 8h19m
[639880] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1863 fov-steps/s eta 8h27m
[639900] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1974 fov-steps/s eta 8h24m
[639920] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1972 fov-steps/s eta 8h22m
[639940] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1961 fov-steps/s eta 8h21m
[639960] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1973 fov-steps/s eta 8h20m
[639980] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1858 fov-steps/s eta 8h28m
[640000] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1972 fov-steps/s eta 8h25m
[ckpt] /root/surf/ffn_run6/ckpt_640000.pt
[640020] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1969 fov-steps/s eta 8h22m
[640040] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 8h21m
[640060] phase C T=8 real=0.20 loss=0.4010 lr=5.00e-05 1973 fov-steps/s eta 8h19m
[640080] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1870 fov-steps/s eta 8h26m
[640100] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1935 fov-steps/s eta 8h26m
[640120] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1973 fov-steps/s eta 8h23m
[640140] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1974 fov-steps/s eta 8h21m
[640160] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1975 fov-steps/s eta 8h19m
[640180] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1912 fov-steps/s eta 8h23m
[640200] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1910 fov-steps/s eta 8h26m
[640220] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1977 fov-steps/s eta 8h22m
[640240] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1975 fov-steps/s eta 8h20m
[640260] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1974 fov-steps/s eta 8h19m
[640280] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1963 fov-steps/s eta 8h18m
[640300] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1854 fov-steps/s eta 8h27m
[640320] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1977 fov-steps/s eta 8h23m
[640340] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1972 fov-steps/s eta 8h21m
[640360] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1977 fov-steps/s eta 8h19m
[640380] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1971 fov-steps/s eta 8h18m
[640400] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1798 fov-steps/s eta 8h31m
[640420] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1972 fov-steps/s eta 8h26m
[640440] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1974 fov-steps/s eta 8h22m
[640460] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1974 fov-steps/s eta 8h20m
[640480] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1974 fov-steps/s eta 8h18m
[640500] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1888 fov-steps/s eta 8h24m
[640520] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1902 fov-steps/s eta 8h26m
[640540] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1977 fov-steps/s eta 8h22m
[640560] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1976 fov-steps/s eta 8h20m
[640580] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1976 fov-steps/s eta 8h18m
[640600] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1946 fov-steps/s eta 8h19m
[640620] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1822 fov-steps/s eta 8h29m
[640640] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1977 fov-steps/s eta 8h24m
[640660] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1974 fov-steps/s eta 8h21m
[640680] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1973 fov-steps/s eta 8h19m
[640700] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1974 fov-steps/s eta 8h17m
[640720] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1812 fov-steps/s eta 8h29m
[640740] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1972 fov-steps/s eta 8h24m
[640760] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1971 fov-steps/s eta 8h21m
[640780] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1975 fov-steps/s eta 8h18m
[640800] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1976 fov-steps/s eta 8h17m
[640820] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1922 fov-steps/s eta 8h19m
[640840] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1849 fov-steps/s eta 8h27m
[640860] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1977 fov-steps/s eta 8h23m
[640880] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1969 fov-steps/s eta 8h20m
[640900] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1977 fov-steps/s eta 8h17m
[640920] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 8h16m
[640940] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1825 fov-steps/s eta 8h26m
[640960] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1975 fov-steps/s eta 8h22m
[640980] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1978 fov-steps/s eta 8h19m
[641000] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1977 fov-steps/s eta 8h16m
[641020] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1976 fov-steps/s eta 8h15m
[641040] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1846 fov-steps/s eta 8h24m
[641060] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1979 fov-steps/s eta 8h20m
[641080] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1973 fov-steps/s eta 8h17m
[641100] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1976 fov-steps/s eta 8h16m
[641120] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1975 fov-steps/s eta 8h14m
[641140] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1921 fov-steps/s eta 8h17m
[641160] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1864 fov-steps/s eta 8h24m
[641180] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1975 fov-steps/s eta 8h20m
[641200] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1974 fov-steps/s eta 8h17m
[641220] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1974 fov-steps/s eta 8h16m
[641240] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1972 fov-steps/s eta 8h14m
[641260] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1809 fov-steps/s eta 8h26m
[641280] phase C T=8 real=0.20 loss=0.3788 lr=5.00e-05 1974 fov-steps/s eta 8h21m
[641300] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1975 fov-steps/s eta 8h18m
[641320] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1977 fov-steps/s eta 8h16m
[641340] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1971 fov-steps/s eta 8h14m
[641360] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1864 fov-steps/s eta 8h22m
[641380] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1928 fov-steps/s eta 8h22m
[641400] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1975 fov-steps/s eta 8h18m
[641420] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1976 fov-steps/s eta 8h16m
[641440] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1973 fov-steps/s eta 8h14m
[641460] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1974 fov-steps/s eta 8h13m
[641480] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1800 fov-steps/s eta 8h25m
[641500] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1979 fov-steps/s eta 8h20m
[641520] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1972 fov-steps/s eta 8h17m
[641540] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1978 fov-steps/s eta 8h15m
[641560] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1975 fov-steps/s eta 8h13m
[641580] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1856 fov-steps/s eta 8h21m
[641600] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1975 fov-steps/s eta 8h17m
[641620] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1978 fov-steps/s eta 8h15m
[641640] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1977 fov-steps/s eta 8h13m
[641660] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1975 fov-steps/s eta 8h12m
[641680] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1858 fov-steps/s eta 8h20m
[641700] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1981 fov-steps/s eta 8h16m
[641720] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1977 fov-steps/s eta 8h14m
[641740] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1977 fov-steps/s eta 8h12m
[641760] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1975 fov-steps/s eta 8h11m
[641780] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1926 fov-steps/s eta 8h14m
[641800] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1902 fov-steps/s eta 8h18m
[641820] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1974 fov-steps/s eta 8h15m
[641840] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1975 fov-steps/s eta 8h13m
[641860] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1976 fov-steps/s eta 8h11m
[641880] phase C T=8 real=0.20 loss=0.3988 lr=5.00e-05 1976 fov-steps/s eta 8h10m
[641900] phase C T=8 real=0.20 loss=0.3768 lr=5.00e-05 1866 fov-steps/s eta 8h18m
[641920] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1955 fov-steps/s eta 8h16m
[641940] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1979 fov-steps/s eta 8h13m
[641960] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1975 fov-steps/s eta 8h12m
[641980] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1975 fov-steps/s eta 8h10m
[642000] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1850 fov-steps/s eta 8h19m
[642020] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1970 fov-steps/s eta 8h16m
[642040] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1969 fov-steps/s eta 8h14m
[642060] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1975 fov-steps/s eta 8h12m
[642080] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1976 fov-steps/s eta 8h10m
[642100] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1943 fov-steps/s eta 8h12m
[642120] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1887 fov-steps/s eta 8h17m
[642140] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1977 fov-steps/s eta 8h14m
[642160] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1975 fov-steps/s eta 8h12m
[642180] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1976 fov-steps/s eta 8h10m
[642200] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1974 fov-steps/s eta 8h09m
[642220] phase C T=8 real=0.20 loss=0.3755 lr=5.00e-05 1844 fov-steps/s eta 8h18m
[642240] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1976 fov-steps/s eta 8h15m
[642260] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1972 fov-steps/s eta 8h12m
[642280] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1972 fov-steps/s eta 8h11m
[642300] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1972 fov-steps/s eta 8h10m
[642320] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1846 fov-steps/s eta 8h18m
[642340] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1970 fov-steps/s eta 8h15m
[642360] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1975 fov-steps/s eta 8h12m
[642380] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1977 fov-steps/s eta 8h10m
[642400] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1974 fov-steps/s eta 8h09m
[642420] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1919 fov-steps/s eta 8h12m
[642440] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1909 fov-steps/s eta 8h15m
[642460] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1976 fov-steps/s eta 8h12m
[642480] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1974 fov-steps/s eta 8h10m
[642500] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1974 fov-steps/s eta 8h09m
[642520] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1973 fov-steps/s eta 8h08m
[642540] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1821 fov-steps/s eta 8h19m
[642560] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1977 fov-steps/s eta 8h14m
[642580] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1967 fov-steps/s eta 8h12m
[642600] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1976 fov-steps/s eta 8h10m
[642620] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1976 fov-steps/s eta 8h08m
[642640] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1892 fov-steps/s eta 8h13m
[642660] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1903 fov-steps/s eta 8h16m
[642680] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1976 fov-steps/s eta 8h13m
[642700] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1979 fov-steps/s eta 8h10m
[642720] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1975 fov-steps/s eta 8h08m
[642740] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1967 fov-steps/s eta 8h08m
[642760] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1824 fov-steps/s eta 8h18m
[642780] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1977 fov-steps/s eta 8h14m
[642800] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1978 fov-steps/s eta 8h11m
[642820] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1979 fov-steps/s eta 8h08m
[642840] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1975 fov-steps/s eta 8h07m
[642860] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1824 fov-steps/s eta 8h17m
[642880] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1980 fov-steps/s eta 8h13m
[642900] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1976 fov-steps/s eta 8h10m
[642920] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1977 fov-steps/s eta 8h08m
[642940] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1976 fov-steps/s eta 8h06m
[642960] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1901 fov-steps/s eta 8h11m
[642980] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1941 fov-steps/s eta 8h11m
[643000] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1976 fov-steps/s eta 8h09m
[643020] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1977 fov-steps/s eta 8h07m
[643040] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1976 fov-steps/s eta 8h06m
[643060] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1974 fov-steps/s eta 8h05m
[643080] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1806 fov-steps/s eta 8h17m
[643100] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1977 fov-steps/s eta 8h13m
[643120] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1976 fov-steps/s eta 8h09m
[643140] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1974 fov-steps/s eta 8h08m
[643160] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1966 fov-steps/s eta 8h07m
[643180] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1807 fov-steps/s eta 8h18m
[643200] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1976 fov-steps/s eta 8h13m
[643220] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1974 fov-steps/s eta 8h10m
[643240] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1935 fov-steps/s eta 8h11m
[643260] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1975 fov-steps/s eta 8h08m
[643280] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1889 fov-steps/s eta 8h13m
[643300] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1884 fov-steps/s eta 8h16m
[643320] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1977 fov-steps/s eta 8h12m
[643340] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1978 fov-steps/s eta 8h09m
[643360] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1975 fov-steps/s eta 8h06m
[643380] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1976 fov-steps/s eta 8h05m
[643400] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1862 fov-steps/s eta 8h12m
[643420] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1977 fov-steps/s eta 8h09m
[643440] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1976 fov-steps/s eta 8h06m
[643460] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1976 fov-steps/s eta 8h05m
[643480] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1973 fov-steps/s eta 8h04m
[643500] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1853 fov-steps/s eta 8h12m
[643520] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1976 fov-steps/s eta 8h09m
[643540] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1978 fov-steps/s eta 8h06m
[643560] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1976 fov-steps/s eta 8h04m
[643580] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1973 fov-steps/s eta 8h03m
[643600] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1893 fov-steps/s eta 8h09m
[643620] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1933 fov-steps/s eta 8h09m
[643640] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1973 fov-steps/s eta 8h07m
[643660] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1973 fov-steps/s eta 8h05m
[643680] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1976 fov-steps/s eta 8h03m
[643700] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1977 fov-steps/s eta 8h02m
[643720] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1864 fov-steps/s eta 8h10m
[643740] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1978 fov-steps/s eta 8h07m
[643760] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1977 fov-steps/s eta 8h04m
[643780] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1973 fov-steps/s eta 8h03m
[643800] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1973 fov-steps/s eta 8h02m
[643820] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1851 fov-steps/s eta 8h11m
[643840] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1975 fov-steps/s eta 8h07m
[643860] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1975 fov-steps/s eta 8h05m
[643880] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1975 fov-steps/s eta 8h03m
[643900] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1964 fov-steps/s eta 8h03m
[643920] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1898 fov-steps/s eta 8h08m
[643940] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1930 fov-steps/s eta 8h08m
[643960] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1977 fov-steps/s eta 8h05m
[643980] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1976 fov-steps/s eta 8h03m
[644000] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1977 fov-steps/s eta 8h02m
[644020] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1964 fov-steps/s eta 8h02m
[644040] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1842 fov-steps/s eta 8h11m
[644060] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1976 fov-steps/s eta 8h07m
[644080] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1974 fov-steps/s eta 8h04m
[644100] phase C T=8 real=0.20 loss=0.3790 lr=5.00e-05 1977 fov-steps/s eta 8h03m
[644120] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1974 fov-steps/s eta 8h01m
[644140] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1899 fov-steps/s eta 8h06m
[644160] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1977 fov-steps/s eta 8h04m
[644180] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1974 fov-steps/s eta 8h02m
[644200] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1974 fov-steps/s eta 8h01m
[644220] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1976 fov-steps/s eta 8h00m
[644240] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1887 fov-steps/s eta 8h06m
[644260] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1941 fov-steps/s eta 8h06m
[644280] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1976 fov-steps/s eta 8h03m
[644300] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1971 fov-steps/s eta 8h02m
[644320] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1974 fov-steps/s eta 8h01m
[644340] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1961 fov-steps/s eta 8h01m
[644360] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1870 fov-steps/s eta 8h08m
[644380] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1978 fov-steps/s eta 8h04m
[644400] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1978 fov-steps/s eta 8h02m
[644420] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1975 fov-steps/s eta 8h00m
[644440] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1977 fov-steps/s eta 7h59m
[644460] phase C T=8 real=0.20 loss=0.3794 lr=5.00e-05 1853 fov-steps/s eta 8h08m
[644480] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1974 fov-steps/s eta 8h04m
[644500] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1977 fov-steps/s eta 8h02m
[644520] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1975 fov-steps/s eta 8h00m
[644540] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1976 fov-steps/s eta 7h59m
[644560] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1872 fov-steps/s eta 8h06m
[644580] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1920 fov-steps/s eta 8h07m
[644600] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1976 fov-steps/s eta 8h04m
[644620] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1973 fov-steps/s eta 8h02m
[644640] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1978 fov-steps/s eta 8h00m
[644660] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1966 fov-steps/s eta 7h59m
[644680] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1865 fov-steps/s eta 8h07m
[644700] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1977 fov-steps/s eta 8h03m
[644720] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1975 fov-steps/s eta 8h01m
[644740] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1978 fov-steps/s eta 7h59m
[644760] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1967 fov-steps/s eta 7h59m
[644780] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1840 fov-steps/s eta 8h08m
[644800] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1974 fov-steps/s eta 8h04m
[644820] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1976 fov-steps/s eta 8h01m
[644840] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1977 fov-steps/s eta 7h59m
[644860] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1980 fov-steps/s eta 7h58m
[644880] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1856 fov-steps/s eta 8h06m
[644900] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1977 fov-steps/s eta 8h02m
[644920] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1976 fov-steps/s eta 8h00m
[644940] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1976 fov-steps/s eta 7h58m
[644960] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1978 fov-steps/s eta 7h57m
[644980] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1916 fov-steps/s eta 8h01m
[645000] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1929 fov-steps/s eta 8h02m
[ckpt] /root/surf/ffn_run6/ckpt_645000.pt
[645020] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1962 fov-steps/s eta 8h01m
[645040] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1961 fov-steps/s eta 8h00m
[645060] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1970 fov-steps/s eta 7h59m
[645080] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1975 fov-steps/s eta 7h57m
[645100] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1871 fov-steps/s eta 8h04m
[645120] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1978 fov-steps/s eta 8h01m
[645140] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1977 fov-steps/s eta 7h58m
[645160] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1977 fov-steps/s eta 7h57m
[645180] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1977 fov-steps/s eta 7h56m
[645200] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1867 fov-steps/s eta 8h03m
[645220] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1964 fov-steps/s eta 8h01m
[645240] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1976 fov-steps/s eta 7h59m
[645260] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1977 fov-steps/s eta 7h57m
[645280] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1975 fov-steps/s eta 7h56m
[645300] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1894 fov-steps/s eta 8h01m
[645320] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1940 fov-steps/s eta 8h01m
[645340] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1976 fov-steps/s eta 7h59m
[645360] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1976 fov-steps/s eta 7h57m
[645380] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 7h56m
[645400] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1978 fov-steps/s eta 7h55m
[645420] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1867 fov-steps/s eta 8h02m
[645440] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1978 fov-steps/s eta 7h59m
[645460] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1975 fov-steps/s eta 7h57m
[645480] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1973 fov-steps/s eta 7h56m
[645500] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1976 fov-steps/s eta 7h55m
[645520] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1866 fov-steps/s eta 8h02m
[645540] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1980 fov-steps/s eta 7h59m
[645560] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1979 fov-steps/s eta 7h56m
[645580] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1978 fov-steps/s eta 7h55m
[645600] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1980 fov-steps/s eta 7h54m
[645620] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1917 fov-steps/s eta 7h57m
[645640] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1911 fov-steps/s eta 8h00m
[645660] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1980 fov-steps/s eta 7h57m
[645680] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1980 fov-steps/s eta 7h55m
[645700] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1979 fov-steps/s eta 7h54m
[645720] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1981 fov-steps/s eta 7h53m
[645740] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1851 fov-steps/s eta 8h01m
[645760] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1976 fov-steps/s eta 7h58m
[645780] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1977 fov-steps/s eta 7h56m
[645800] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1973 fov-steps/s eta 7h55m
[645820] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1975 fov-steps/s eta 7h54m
[645840] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1856 fov-steps/s eta 8h02m
[645860] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1980 fov-steps/s eta 7h58m
[645880] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1960 fov-steps/s eta 7h57m
[645900] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1971 fov-steps/s eta 7h55m
[645920] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1975 fov-steps/s eta 7h54m
[645940] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1953 fov-steps/s eta 7h54m
[645960] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1852 fov-steps/s eta 8h02m
[645980] phase C T=8 real=0.20 loss=0.4037 lr=5.00e-05 1979 fov-steps/s eta 7h58m
[646000] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1977 fov-steps/s eta 7h56m
[646020] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1978 fov-steps/s eta 7h54m
[646040] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1976 fov-steps/s eta 7h53m
[646060] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1862 fov-steps/s eta 8h00m
[646080] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 7h57m
[646100] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1973 fov-steps/s eta 7h55m
[646120] phase C T=8 real=0.20 loss=0.3794 lr=5.00e-05 1976 fov-steps/s eta 7h53m
[646140] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1976 fov-steps/s eta 7h52m
[646160] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1857 fov-steps/s eta 8h00m
[646180] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1961 fov-steps/s eta 7h58m
[646200] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1981 fov-steps/s eta 7h55m
[646220] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1975 fov-steps/s eta 7h53m
[646240] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1980 fov-steps/s eta 7h52m
[646260] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1948 fov-steps/s eta 7h53m
[646280] phase C T=8 real=0.20 loss=0.3788 lr=5.00e-05 1878 fov-steps/s eta 7h59m
[646300] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 7h55m
[646320] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1978 fov-steps/s eta 7h53m
[646340] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 7h52m
[646360] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1978 fov-steps/s eta 7h51m
[646380] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1851 fov-steps/s eta 7h59m
[646400] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1971 fov-steps/s eta 7h56m
[646420] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 7h54m
[646440] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1978 fov-steps/s eta 7h52m
[646460] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 7h50m
[646480] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1855 fov-steps/s eta 7h59m
[646500] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1979 fov-steps/s eta 7h55m
[646520] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1980 fov-steps/s eta 7h53m
[646540] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1965 fov-steps/s eta 7h52m
[646560] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1977 fov-steps/s eta 7h50m
[646580] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1938 fov-steps/s eta 7h52m
[646600] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1875 fov-steps/s eta 7h58m
[646620] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1979 fov-steps/s eta 7h55m
[646640] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 7h52m
[646660] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1978 fov-steps/s eta 7h51m
[646680] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1978 fov-steps/s eta 7h49m
[646700] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1843 fov-steps/s eta 7h58m
[646720] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1981 fov-steps/s eta 7h55m
[646740] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1977 fov-steps/s eta 7h52m
[646760] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1979 fov-steps/s eta 7h50m
[646780] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1977 fov-steps/s eta 7h49m
[646800] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1869 fov-steps/s eta 7h56m
[646820] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1977 fov-steps/s eta 7h53m
[646840] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1977 fov-steps/s eta 7h51m
[646860] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1977 fov-steps/s eta 7h49m
[646880] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1980 fov-steps/s eta 7h48m
[646900] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1937 fov-steps/s eta 7h50m
[646920] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1883 fov-steps/s eta 7h56m
[646940] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1981 fov-steps/s eta 7h52m
[646960] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1974 fov-steps/s eta 7h51m
[646980] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1975 fov-steps/s eta 7h49m
[647000] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1976 fov-steps/s eta 7h48m
[647020] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1864 fov-steps/s eta 7h55m
[647040] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1977 fov-steps/s eta 7h52m
[647060] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1972 fov-steps/s eta 7h51m
[647080] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1978 fov-steps/s eta 7h49m
[647100] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 7h48m
[647120] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1878 fov-steps/s eta 7h54m
[647140] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1971 fov-steps/s eta 7h52m
[647160] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1978 fov-steps/s eta 7h49m
[647180] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1978 fov-steps/s eta 7h48m
[647200] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1964 fov-steps/s eta 7h48m
[647220] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 7h47m
[647240] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1870 fov-steps/s eta 7h54m
[647260] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1981 fov-steps/s eta 7h51m
[647280] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 7h48m
[647300] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1979 fov-steps/s eta 7h47m
[647320] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1980 fov-steps/s eta 7h46m
[647340] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1856 fov-steps/s eta 7h54m
[647360] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 7h51m
[647380] phase C T=8 real=0.20 loss=0.3775 lr=5.00e-05 1980 fov-steps/s eta 7h49m
[647400] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1981 fov-steps/s eta 7h47m
[647420] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1979 fov-steps/s eta 7h46m
[647440] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1880 fov-steps/s eta 7h52m
[647460] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1945 fov-steps/s eta 7h52m
[647480] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1977 fov-steps/s eta 7h49m
[647500] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1976 fov-steps/s eta 7h47m
[647520] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1979 fov-steps/s eta 7h46m
[647540] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1966 fov-steps/s eta 7h46m
[647560] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1798 fov-steps/s eta 7h58m
[647580] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1981 fov-steps/s eta 7h53m
[647600] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1981 fov-steps/s eta 7h50m
[647620] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1978 fov-steps/s eta 7h48m
[647640] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 7h46m
[647660] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1907 fov-steps/s eta 7h50m
[647680] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1980 fov-steps/s eta 7h48m
[647700] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1979 fov-steps/s eta 7h46m
[647720] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1977 fov-steps/s eta 7h45m
[647740] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1975 fov-steps/s eta 7h44m
[647760] phase C T=8 real=0.20 loss=0.3985 lr=5.00e-05 1891 fov-steps/s eta 7h50m
[647780] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1944 fov-steps/s eta 7h50m
[647800] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 7h47m
[647820] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1978 fov-steps/s eta 7h46m
[647840] phase C T=8 real=0.20 loss=0.3774 lr=5.00e-05 1978 fov-steps/s eta 7h44m
[647860] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1931 fov-steps/s eta 7h47m
[647880] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1850 fov-steps/s eta 7h55m
[647900] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1982 fov-steps/s eta 7h50m
[647920] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1980 fov-steps/s eta 7h47m
[647940] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1980 fov-steps/s eta 7h45m
[647960] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1981 fov-steps/s eta 7h44m
[647980] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1827 fov-steps/s eta 7h54m
[648000] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 7h50m
[648020] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1978 fov-steps/s eta 7h47m
[648040] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1980 fov-steps/s eta 7h45m
[648060] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1979 fov-steps/s eta 7h44m
[648080] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1845 fov-steps/s eta 7h52m
[648100] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1955 fov-steps/s eta 7h50m
[648120] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1980 fov-steps/s eta 7h47m
[648140] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1980 fov-steps/s eta 7h45m
[648160] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1980 fov-steps/s eta 7h43m
[648180] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1943 fov-steps/s eta 7h45m
[648200] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1898 fov-steps/s eta 7h49m
[648220] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1980 fov-steps/s eta 7h46m
[648240] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1977 fov-steps/s eta 7h44m
[648260] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1980 fov-steps/s eta 7h43m
[648280] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1976 fov-steps/s eta 7h42m
[648300] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1872 fov-steps/s eta 7h49m
[648320] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1981 fov-steps/s eta 7h46m
[648340] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1980 fov-steps/s eta 7h44m
[648360] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 7h42m
[648380] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1980 fov-steps/s eta 7h41m
[648400] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1869 fov-steps/s eta 7h48m
[648420] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1973 fov-steps/s eta 7h46m
[648440] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1978 fov-steps/s eta 7h44m
[648460] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1978 fov-steps/s eta 7h42m
[648480] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1977 fov-steps/s eta 7h41m
[648500] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1951 fov-steps/s eta 7h42m
[648520] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1874 fov-steps/s eta 7h49m
[648540] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1979 fov-steps/s eta 7h46m
[648560] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1978 fov-steps/s eta 7h43m
[648580] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1978 fov-steps/s eta 7h42m
[648600] phase C T=8 real=0.20 loss=0.3760 lr=5.00e-05 1978 fov-steps/s eta 7h41m
[648620] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1851 fov-steps/s eta 7h49m
[648640] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 7h46m
[648660] phase C T=8 real=0.20 loss=0.3791 lr=5.00e-05 1976 fov-steps/s eta 7h44m
[648680] phase C T=8 real=0.20 loss=0.3980 lr=5.00e-05 1977 fov-steps/s eta 7h42m
[648700] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1976 fov-steps/s eta 7h41m
[648720] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1831 fov-steps/s eta 7h51m
[648740] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1977 fov-steps/s eta 7h47m
[648760] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1976 fov-steps/s eta 7h44m
[648780] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 7h42m
[648800] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 7h41m
[648820] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1874 fov-steps/s eta 7h47m
[648840] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1963 fov-steps/s eta 7h45m
[648860] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1980 fov-steps/s eta 7h43m
[648880] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1975 fov-steps/s eta 7h41m
[648900] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1980 fov-steps/s eta 7h40m
[648920] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1977 fov-steps/s eta 7h39m
[648940] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1859 fov-steps/s eta 7h47m
[648960] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1975 fov-steps/s eta 7h44m
[648980] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 7h42m
[649000] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1975 fov-steps/s eta 7h40m
[649020] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1977 fov-steps/s eta 7h39m
[649040] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1845 fov-steps/s eta 7h48m
[649060] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1975 fov-steps/s eta 7h45m
[649080] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1979 fov-steps/s eta 7h42m
[649100] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1973 fov-steps/s eta 7h41m
[649120] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1976 fov-steps/s eta 7h39m
[649140] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1864 fov-steps/s eta 7h46m
[649160] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1961 fov-steps/s eta 7h44m
[649180] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1962 fov-steps/s eta 7h43m
[649200] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1979 fov-steps/s eta 7h41m
[649220] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1978 fov-steps/s eta 7h39m
[649240] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1929 fov-steps/s eta 7h42m
[649260] phase C T=8 real=0.20 loss=0.3999 lr=5.00e-05 1908 fov-steps/s eta 7h45m
[649280] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1980 fov-steps/s eta 7h42m
[649300] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1975 fov-steps/s eta 7h40m
[649320] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1979 fov-steps/s eta 7h38m
[649340] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1975 fov-steps/s eta 7h38m
[649360] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1861 fov-steps/s eta 7h45m
[649380] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1980 fov-steps/s eta 7h42m
[649400] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1979 fov-steps/s eta 7h40m
[649420] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 7h38m
[649440] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1980 fov-steps/s eta 7h37m
[649460] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1898 fov-steps/s eta 7h42m
[649480] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1963 fov-steps/s eta 7h41m
[649500] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1974 fov-steps/s eta 7h39m
[649520] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1974 fov-steps/s eta 7h38m
[649540] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1978 fov-steps/s eta 7h37m
[649560] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1948 fov-steps/s eta 7h38m
[649580] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1906 fov-steps/s eta 7h42m
[649600] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1980 fov-steps/s eta 7h39m
[649620] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1977 fov-steps/s eta 7h38m
[649640] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1979 fov-steps/s eta 7h37m
[649660] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1980 fov-steps/s eta 7h36m
[649680] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1851 fov-steps/s eta 7h44m
[649700] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1979 fov-steps/s eta 7h41m
[649720] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1978 fov-steps/s eta 7h39m
[649740] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1979 fov-steps/s eta 7h37m
[649760] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1978 fov-steps/s eta 7h36m
[649780] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1878 fov-steps/s eta 7h42m
[649800] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1960 fov-steps/s eta 7h41m
[649820] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1980 fov-steps/s eta 7h38m
[649840] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1968 fov-steps/s eta 7h37m
[649860] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 7h36m
[649880] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1971 fov-steps/s eta 7h35m
[649900] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1859 fov-steps/s eta 7h43m
[649920] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1976 fov-steps/s eta 7h40m
[649940] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1977 fov-steps/s eta 7h38m
[649960] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1979 fov-steps/s eta 7h36m
[649980] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1977 fov-steps/s eta 7h35m
[650000] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1830 fov-steps/s eta 7h45m
[ckpt] /root/surf/ffn_run6/ckpt_650000.pt
[val 650000] NERL all=0.387 (real=0.387 synth=0.0795) | merge all=0.1146 (real=0.0833 blind=0.093) inst=183 | best_nerl=0.4187 best_realmerge=0.0521 (140s)
[val 650000] movement: panel_1step=0.0492 mean_steps=487.85 core_1step=0.2857
[val 650000] CORE (unlabelled target regime): score=0.02219 cov=0.286 inst=14 valid=0.857 | best_core=0.04247
[650020] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1993 fov-steps/s eta 7h40m
[650040] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1990 fov-steps/s eta 7h37m
[650060] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1990 fov-steps/s eta 7h34m
[650080] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1971 fov-steps/s eta 7h34m
[650100] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1870 fov-steps/s eta 7h41m
[650120] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1984 fov-steps/s eta 7h38m
[650140] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1988 fov-steps/s eta 7h35m
[650160] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1986 fov-steps/s eta 7h34m
[650180] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1984 fov-steps/s eta 7h33m
[650200] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1832 fov-steps/s eta 7h42m
[650220] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1981 fov-steps/s eta 7h39m
[650240] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1987 fov-steps/s eta 7h36m
[650260] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1987 fov-steps/s eta 7h34m
[650280] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1986 fov-steps/s eta 7h32m
[650300] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1880 fov-steps/s eta 7h39m
[650320] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1933 fov-steps/s eta 7h40m
[650340] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1983 fov-steps/s eta 7h37m
[650360] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1984 fov-steps/s eta 7h34m
[650380] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1982 fov-steps/s eta 7h33m
[650400] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1940 fov-steps/s eta 7h35m
[650420] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1896 fov-steps/s eta 7h39m
[650440] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1979 fov-steps/s eta 7h36m
[650460] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1980 fov-steps/s eta 7h34m
[650480] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1980 fov-steps/s eta 7h33m
[650500] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1980 fov-steps/s eta 7h32m
[650520] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1818 fov-steps/s eta 7h43m
[650540] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1974 fov-steps/s eta 7h39m
[650560] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1979 fov-steps/s eta 7h36m
[650580] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1980 fov-steps/s eta 7h34m
[650600] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 7h33m
[650620] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1875 fov-steps/s eta 7h39m
[650640] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1899 fov-steps/s eta 7h42m
[650660] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1983 fov-steps/s eta 7h38m
[650680] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1982 fov-steps/s eta 7h35m
[650700] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1982 fov-steps/s eta 7h33m
[650720] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1978 fov-steps/s eta 7h32m
[650740] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1817 fov-steps/s eta 7h42m
[650760] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1985 fov-steps/s eta 7h38m
[650780] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1981 fov-steps/s eta 7h35m
[650800] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1982 fov-steps/s eta 7h33m
[650820] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1981 fov-steps/s eta 7h31m
[650840] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1834 fov-steps/s eta 7h41m
[650860] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1978 fov-steps/s eta 7h37m
[650880] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1979 fov-steps/s eta 7h34m
[650900] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1982 fov-steps/s eta 7h32m
[650920] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1982 fov-steps/s eta 7h31m
[650940] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1865 fov-steps/s eta 7h38m
[650960] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1976 fov-steps/s eta 7h35m
[650980] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1981 fov-steps/s eta 7h33m
[651000] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1981 fov-steps/s eta 7h31m
[651020] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1980 fov-steps/s eta 7h30m
[651040] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1902 fov-steps/s eta 7h35m
[651060] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1904 fov-steps/s eta 7h38m
[651080] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1979 fov-steps/s eta 7h35m
[651100] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1978 fov-steps/s eta 7h32m
[651120] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1975 fov-steps/s eta 7h31m
[651140] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1972 fov-steps/s eta 7h30m
[651160] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1863 fov-steps/s eta 7h37m
[651180] phase C T=8 real=0.20 loss=0.3776 lr=5.00e-05 1981 fov-steps/s eta 7h34m
[651200] phase C T=8 real=0.20 loss=0.3765 lr=5.00e-05 1976 fov-steps/s eta 7h32m
[651220] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1980 fov-steps/s eta 7h30m
[651240] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1981 fov-steps/s eta 7h29m
[651260] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1862 fov-steps/s eta 7h37m
[651280] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1981 fov-steps/s eta 7h33m
[651300] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1966 fov-steps/s eta 7h32m
[651320] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1977 fov-steps/s eta 7h31m
[651340] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1981 fov-steps/s eta 7h29m
[651360] phase C T=8 real=0.20 loss=0.3762 lr=5.00e-05 1859 fov-steps/s eta 7h37m
[651380] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1983 fov-steps/s eta 7h33m
[651400] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1980 fov-steps/s eta 7h31m
[651420] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1980 fov-steps/s eta 7h29m
[651440] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1981 fov-steps/s eta 7h28m
[651460] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1891 fov-steps/s eta 7h34m
[651480] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1942 fov-steps/s eta 7h34m
[651500] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1976 fov-steps/s eta 7h31m
[651520] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1974 fov-steps/s eta 7h30m
[651540] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1975 fov-steps/s eta 7h29m
[651560] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1956 fov-steps/s eta 7h29m
[651580] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1879 fov-steps/s eta 7h35m
[651600] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1976 fov-steps/s eta 7h32m
[651620] phase C T=8 real=0.20 loss=0.3983 lr=5.00e-05 1974 fov-steps/s eta 7h30m
[651640] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1972 fov-steps/s eta 7h29m
[651660] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1974 fov-steps/s eta 7h28m
[651680] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1825 fov-steps/s eta 7h38m
[651700] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1978 fov-steps/s eta 7h34m
[651720] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1977 fov-steps/s eta 7h31m
[651740] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1974 fov-steps/s eta 7h30m
[651760] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1972 fov-steps/s eta 7h29m
[651780] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1842 fov-steps/s eta 7h37m
[651800] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1974 fov-steps/s eta 7h33m
[651820] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1976 fov-steps/s eta 7h31m
[651840] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1977 fov-steps/s eta 7h29m
[651860] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1976 fov-steps/s eta 7h28m
[651880] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1885 fov-steps/s eta 7h33m
[651900] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1933 fov-steps/s eta 7h33m
[651920] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1978 fov-steps/s eta 7h31m
[651940] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1976 fov-steps/s eta 7h29m
[651960] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1964 fov-steps/s eta 7h28m
[651980] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1972 fov-steps/s eta 7h27m
[652000] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1829 fov-steps/s eta 7h37m
[652020] phase C T=8 real=0.20 loss=0.4024 lr=5.00e-05 1979 fov-steps/s eta 7h33m
[652040] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1979 fov-steps/s eta 7h30m
[652060] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1977 fov-steps/s eta 7h28m
[652080] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1974 fov-steps/s eta 7h27m
[652100] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1831 fov-steps/s eta 7h36m
[652120] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1978 fov-steps/s eta 7h32m
[652140] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1978 fov-steps/s eta 7h29m
[652160] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1977 fov-steps/s eta 7h27m
[652180] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1975 fov-steps/s eta 7h26m
[652200] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1873 fov-steps/s eta 7h32m
[652220] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1928 fov-steps/s eta 7h33m
[652240] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1976 fov-steps/s eta 7h30m
[652260] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1976 fov-steps/s eta 7h28m
[652280] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1977 fov-steps/s eta 7h26m
[652300] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1976 fov-steps/s eta 7h25m
[652320] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1835 fov-steps/s eta 7h34m
[652340] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1977 fov-steps/s eta 7h31m
[652360] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1977 fov-steps/s eta 7h28m
[652380] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1974 fov-steps/s eta 7h27m
[652400] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1974 fov-steps/s eta 7h25m
[652420] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1817 fov-steps/s eta 7h36m
[652440] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1955 fov-steps/s eta 7h33m
[652460] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 7h29m
[652480] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1978 fov-steps/s eta 7h27m
[652500] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1975 fov-steps/s eta 7h26m
[652520] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1959 fov-steps/s eta 7h26m
[652540] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1836 fov-steps/s eta 7h34m
[652560] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1979 fov-steps/s eta 7h30m
[652580] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1974 fov-steps/s eta 7h28m
[652600] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 7h26m
[652620] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1961 fov-steps/s eta 7h25m
[652640] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1821 fov-steps/s eta 7h35m
[652660] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1977 fov-steps/s eta 7h31m
[652680] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 7h28m
[652700] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1978 fov-steps/s eta 7h26m
[652720] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1977 fov-steps/s eta 7h24m
[652740] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1901 fov-steps/s eta 7h28m
[652760] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1912 fov-steps/s eta 7h30m
[652780] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1973 fov-steps/s eta 7h28m
[652800] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1975 fov-steps/s eta 7h26m
[652820] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1976 fov-steps/s eta 7h24m
[652840] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1975 fov-steps/s eta 7h23m
[652860] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1826 fov-steps/s eta 7h33m
[652880] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1975 fov-steps/s eta 7h29m
[652900] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1972 fov-steps/s eta 7h27m
[652920] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1967 fov-steps/s eta 7h25m
[652940] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1972 fov-steps/s eta 7h24m
[652960] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1825 fov-steps/s eta 7h33m
[652980] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 7h29m
[653000] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1973 fov-steps/s eta 7h26m
[653020] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1975 fov-steps/s eta 7h24m
[653040] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1976 fov-steps/s eta 7h23m
[653060] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1940 fov-steps/s eta 7h24m
[653080] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1854 fov-steps/s eta 7h31m
[653100] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1978 fov-steps/s eta 7h27m
[653120] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1976 fov-steps/s eta 7h25m
[653140] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 7h23m
[653160] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1976 fov-steps/s eta 7h22m
[653180] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1853 fov-steps/s eta 7h30m
[653200] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1966 fov-steps/s eta 7h27m
[653220] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 7h25m
[653240] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1972 fov-steps/s eta 7h23m
[653260] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1973 fov-steps/s eta 7h22m
[653280] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1833 fov-steps/s eta 7h31m
[653300] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1980 fov-steps/s eta 7h27m
[653320] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1977 fov-steps/s eta 7h24m
[653340] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1979 fov-steps/s eta 7h22m
[653360] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1978 fov-steps/s eta 7h21m
[653380] phase C T=8 real=0.20 loss=0.4059 lr=5.00e-05 1907 fov-steps/s eta 7h25m
[653400] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1918 fov-steps/s eta 7h27m
[653420] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1976 fov-steps/s eta 7h24m
[653440] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1978 fov-steps/s eta 7h22m
[653460] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1976 fov-steps/s eta 7h21m
[653480] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1963 fov-steps/s eta 7h21m
[653500] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1857 fov-steps/s eta 7h28m
[653520] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1973 fov-steps/s eta 7h25m
[653540] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1975 fov-steps/s eta 7h23m
[653560] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1973 fov-steps/s eta 7h21m
[653580] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1975 fov-steps/s eta 7h20m
[653600] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1833 fov-steps/s eta 7h29m
[653620] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1977 fov-steps/s eta 7h25m
[653640] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1976 fov-steps/s eta 7h23m
[653660] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1974 fov-steps/s eta 7h21m
[653680] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1974 fov-steps/s eta 7h20m
[653700] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1868 fov-steps/s eta 7h26m
[653720] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1980 fov-steps/s eta 7h23m
[653740] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1975 fov-steps/s eta 7h21m
[653760] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1979 fov-steps/s eta 7h20m
[653780] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1977 fov-steps/s eta 7h19m
[653800] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1932 fov-steps/s eta 7h21m
[653820] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1909 fov-steps/s eta 7h24m
[653840] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 7h21m
[653860] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1976 fov-steps/s eta 7h20m
[653880] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1974 fov-steps/s eta 7h19m
[653900] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 7h18m
[653920] phase C T=8 real=0.20 loss=0.3787 lr=5.00e-05 1843 fov-steps/s eta 7h26m
[653940] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1962 fov-steps/s eta 7h24m
[653960] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1981 fov-steps/s eta 7h21m
[653980] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 7h19m
[654000] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1981 fov-steps/s eta 7h18m
[654020] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1868 fov-steps/s eta 7h24m
[654040] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1979 fov-steps/s eta 7h21m
[654060] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1975 fov-steps/s eta 7h20m
[654080] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1978 fov-steps/s eta 7h18m
[654100] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1980 fov-steps/s eta 7h17m
[654120] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1939 fov-steps/s eta 7h19m
[654140] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1895 fov-steps/s eta 7h23m
[654160] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1981 fov-steps/s eta 7h20m
[654180] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1978 fov-steps/s eta 7h18m
[654200] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1976 fov-steps/s eta 7h17m
[654220] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1976 fov-steps/s eta 7h16m
[654240] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1845 fov-steps/s eta 7h25m
[654260] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1976 fov-steps/s eta 7h21m
[654280] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1978 fov-steps/s eta 7h19m
[654300] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1979 fov-steps/s eta 7h17m
[654320] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1980 fov-steps/s eta 7h16m
[654340] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1853 fov-steps/s eta 7h24m
[654360] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1983 fov-steps/s eta 7h20m
[654380] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1981 fov-steps/s eta 7h18m
[654400] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1979 fov-steps/s eta 7h17m
[654420] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1978 fov-steps/s eta 7h16m
[654440] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1906 fov-steps/s eta 7h20m
[654460] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1921 fov-steps/s eta 7h21m
[654480] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1978 fov-steps/s eta 7h19m
[654500] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1980 fov-steps/s eta 7h17m
[654520] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1978 fov-steps/s eta 7h16m
[654540] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1980 fov-steps/s eta 7h15m
[654560] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1843 fov-steps/s eta 7h23m
[654580] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1978 fov-steps/s eta 7h20m
[654600] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1965 fov-steps/s eta 7h19m
[654620] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1978 fov-steps/s eta 7h17m
[654640] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1979 fov-steps/s eta 7h15m
[654660] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1850 fov-steps/s eta 7h23m
[654680] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1980 fov-steps/s eta 7h20m
[654700] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1978 fov-steps/s eta 7h17m
[654720] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1975 fov-steps/s eta 7h16m
[654740] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1977 fov-steps/s eta 7h15m
[654760] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1883 fov-steps/s eta 7h20m
[654780] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1945 fov-steps/s eta 7h20m
[654800] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1982 fov-steps/s eta 7h17m
[654820] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1978 fov-steps/s eta 7h15m
[654840] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1976 fov-steps/s eta 7h14m
[654860] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1972 fov-steps/s eta 7h14m
[654880] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1884 fov-steps/s eta 7h19m
[654900] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1977 fov-steps/s eta 7h17m
[654920] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1978 fov-steps/s eta 7h15m
[654940] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1972 fov-steps/s eta 7h14m
[654960] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1976 fov-steps/s eta 7h13m
[654980] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1858 fov-steps/s eta 7h21m
[655000] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1980 fov-steps/s eta 7h17m
[ckpt] /root/surf/ffn_run6/ckpt_655000.pt
[655020] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1976 fov-steps/s eta 7h16m
[655040] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1980 fov-steps/s eta 7h14m
[655060] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1977 fov-steps/s eta 7h13m
[655080] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1907 fov-steps/s eta 7h17m
[655100] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1945 fov-steps/s eta 7h17m
[655120] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1977 fov-steps/s eta 7h15m
[655140] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1979 fov-steps/s eta 7h14m
[655160] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1979 fov-steps/s eta 7h12m
[655180] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1976 fov-steps/s eta 7h12m
[655200] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1871 fov-steps/s eta 7h18m
[655220] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1974 fov-steps/s eta 7h16m
[655240] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1977 fov-steps/s eta 7h14m
[655260] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1966 fov-steps/s eta 7h14m
[655280] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1978 fov-steps/s eta 7h12m
[655300] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1872 fov-steps/s eta 7h19m
[655320] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1977 fov-steps/s eta 7h16m
[655340] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1978 fov-steps/s eta 7h14m
[655360] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 7h12m
[655380] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1978 fov-steps/s eta 7h11m
[655400] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1868 fov-steps/s eta 7h18m
[655420] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1962 fov-steps/s eta 7h16m
[655440] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1979 fov-steps/s eta 7h14m
[655460] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1976 fov-steps/s eta 7h13m
[655480] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1977 fov-steps/s eta 7h11m
[655500] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1940 fov-steps/s eta 7h13m
[655520] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1880 fov-steps/s eta 7h18m
[655540] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1977 fov-steps/s eta 7h15m
[655560] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1979 fov-steps/s eta 7h13m
[655580] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1977 fov-steps/s eta 7h12m
[655600] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1977 fov-steps/s eta 7h11m
[655620] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1851 fov-steps/s eta 7h18m
[655640] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1980 fov-steps/s eta 7h15m
[655660] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1977 fov-steps/s eta 7h13m
[655680] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1979 fov-steps/s eta 7h11m
[655700] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1980 fov-steps/s eta 7h10m
[655720] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1856 fov-steps/s eta 7h17m
[655740] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1982 fov-steps/s eta 7h14m
[655760] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1978 fov-steps/s eta 7h12m
[655780] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1978 fov-steps/s eta 7h11m
[655800] phase C T=8 real=0.20 loss=0.3784 lr=5.00e-05 1976 fov-steps/s eta 7h10m
[655820] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1887 fov-steps/s eta 7h15m
[655840] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1936 fov-steps/s eta 7h15m
[655860] phase C T=8 real=0.20 loss=0.4032 lr=5.00e-05 1977 fov-steps/s eta 7h13m
[655880] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1974 fov-steps/s eta 7h11m
[655900] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1980 fov-steps/s eta 7h10m
[655920] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1917 fov-steps/s eta 7h13m
[655940] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1882 fov-steps/s eta 7h17m
[655960] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1979 fov-steps/s eta 7h14m
[655980] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1978 fov-steps/s eta 7h12m
[656000] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 7h10m
[656020] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1977 fov-steps/s eta 7h09m
[656040] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1863 fov-steps/s eta 7h16m
[656060] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1977 fov-steps/s eta 7h13m
[656080] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1980 fov-steps/s eta 7h11m
[656100] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1978 fov-steps/s eta 7h09m
[656120] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1978 fov-steps/s eta 7h08m
[656140] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1883 fov-steps/s eta 7h14m
[656160] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1948 fov-steps/s eta 7h13m
[656180] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1977 fov-steps/s eta 7h11m
[656200] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1972 fov-steps/s eta 7h10m
[656220] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1974 fov-steps/s eta 7h09m
[656240] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1977 fov-steps/s eta 7h08m
[656260] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1900 fov-steps/s eta 7h12m
[656280] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1979 fov-steps/s eta 7h10m
[656300] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1974 fov-steps/s eta 7h09m
[656320] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1975 fov-steps/s eta 7h08m
[656340] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1974 fov-steps/s eta 7h07m
[656360] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1870 fov-steps/s eta 7h14m
[656380] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1976 fov-steps/s eta 7h11m
[656400] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1976 fov-steps/s eta 7h09m
[656420] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1977 fov-steps/s eta 7h08m
[656440] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1977 fov-steps/s eta 7h07m
[656460] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1898 fov-steps/s eta 7h11m
[656480] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1910 fov-steps/s eta 7h14m
[656500] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1979 fov-steps/s eta 7h11m
[656520] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1977 fov-steps/s eta 7h09m
[656540] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1968 fov-steps/s eta 7h08m
[656560] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1972 fov-steps/s eta 7h07m
[656580] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1860 fov-steps/s eta 7h14m
[656600] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1977 fov-steps/s eta 7h11m
[656620] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1977 fov-steps/s eta 7h09m
[656640] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1976 fov-steps/s eta 7h07m
[656660] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1978 fov-steps/s eta 7h06m
[656680] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1855 fov-steps/s eta 7h14m
[656700] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1979 fov-steps/s eta 7h10m
[656720] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1975 fov-steps/s eta 7h08m
[656740] phase C T=8 real=0.20 loss=0.4015 lr=5.00e-05 1978 fov-steps/s eta 7h07m
[656760] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1977 fov-steps/s eta 7h06m
[656780] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1892 fov-steps/s eta 7h11m
[656800] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1936 fov-steps/s eta 7h11m
[656820] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1972 fov-steps/s eta 7h09m
[656840] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1978 fov-steps/s eta 7h07m
[656860] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1977 fov-steps/s eta 7h06m
[656880] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1947 fov-steps/s eta 7h07m
[656900] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1875 fov-steps/s eta 7h12m
[656920] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1980 fov-steps/s eta 7h09m
[656940] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1976 fov-steps/s eta 7h07m
[656960] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1976 fov-steps/s eta 7h06m
[656980] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1978 fov-steps/s eta 7h05m
[657000] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1869 fov-steps/s eta 7h11m
[657020] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1979 fov-steps/s eta 7h08m
[657040] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1977 fov-steps/s eta 7h06m
[657060] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1978 fov-steps/s eta 7h05m
[657080] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1978 fov-steps/s eta 7h04m
[657100] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1913 fov-steps/s eta 7h08m
[657120] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1938 fov-steps/s eta 7h08m
[657140] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1979 fov-steps/s eta 7h06m
[657160] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1979 fov-steps/s eta 7h05m
[657180] phase C T=8 real=0.20 loss=0.3784 lr=5.00e-05 1975 fov-steps/s eta 7h04m
[657200] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1969 fov-steps/s eta 7h04m
[657220] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1882 fov-steps/s eta 7h09m
[657240] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1964 fov-steps/s eta 7h08m
[657260] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1975 fov-steps/s eta 7h06m
[657280] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1976 fov-steps/s eta 7h04m
[657300] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1975 fov-steps/s eta 7h04m
[657320] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1850 fov-steps/s eta 7h11m
[657340] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1976 fov-steps/s eta 7h08m
[657360] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1975 fov-steps/s eta 7h06m
[657380] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1973 fov-steps/s eta 7h05m
[657400] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1974 fov-steps/s eta 7h04m
[657420] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1847 fov-steps/s eta 7h11m
[657440] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1979 fov-steps/s eta 7h08m
[657460] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1977 fov-steps/s eta 7h06m
[657480] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 7h04m
[657500] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1975 fov-steps/s eta 7h03m
[657520] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1927 fov-steps/s eta 7h05m
[657540] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1907 fov-steps/s eta 7h08m
[657560] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1980 fov-steps/s eta 7h06m
[657580] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1978 fov-steps/s eta 7h04m
[657600] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1978 fov-steps/s eta 7h02m
[657620] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1977 fov-steps/s eta 7h02m
[657640] phase C T=8 real=0.20 loss=0.3973 lr=5.00e-05 1854 fov-steps/s eta 7h09m
[657660] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1979 fov-steps/s eta 7h06m
[657680] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 7h04m
[657700] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1976 fov-steps/s eta 7h03m
[657720] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1977 fov-steps/s eta 7h02m
[657740] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1880 fov-steps/s eta 7h07m
[657760] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1980 fov-steps/s eta 7h04m
[657780] phase C T=8 real=0.20 loss=0.3772 lr=5.00e-05 1978 fov-steps/s eta 7h03m
[657800] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1973 fov-steps/s eta 7h02m
[657820] phase C T=8 real=0.20 loss=0.3964 lr=5.00e-05 1979 fov-steps/s eta 7h01m
[657840] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1902 fov-steps/s eta 7h05m
[657860] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1940 fov-steps/s eta 7h05m
[657880] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1978 fov-steps/s eta 7h03m
[657900] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1940 fov-steps/s eta 7h04m
[657920] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1973 fov-steps/s eta 7h03m
[657940] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1939 fov-steps/s eta 7h04m
[657960] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1881 fov-steps/s eta 7h08m
[657980] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 7h05m
[658000] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1973 fov-steps/s eta 7h03m
[658020] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1978 fov-steps/s eta 7h02m
[658040] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1978 fov-steps/s eta 7h00m
[658060] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1858 fov-steps/s eta 7h07m
[658080] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1981 fov-steps/s eta 7h04m
[658100] phase C T=8 real=0.20 loss=0.3770 lr=5.00e-05 1976 fov-steps/s eta 7h02m
[658120] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1977 fov-steps/s eta 7h01m
[658140] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1977 fov-steps/s eta 7h00m
[658160] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1845 fov-steps/s eta 7h08m
[658180] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1980 fov-steps/s eta 7h04m
[658200] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1978 fov-steps/s eta 7h02m
[658220] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 7h00m
[658240] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1977 fov-steps/s eta 6h59m
[658260] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1931 fov-steps/s eta 7h02m
[658280] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1925 fov-steps/s eta 7h03m
[658300] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1981 fov-steps/s eta 7h01m
[658320] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1978 fov-steps/s eta 7h00m
[658340] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1979 fov-steps/s eta 6h59m
[658360] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1977 fov-steps/s eta 6h58m
[658380] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1840 fov-steps/s eta 7h06m
[658400] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1980 fov-steps/s eta 7h03m
[658420] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1978 fov-steps/s eta 7h01m
[658440] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1977 fov-steps/s eta 6h59m
[658460] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1979 fov-steps/s eta 6h58m
[658480] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1871 fov-steps/s eta 7h04m
[658500] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1977 fov-steps/s eta 7h02m
[658520] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1976 fov-steps/s eta 7h00m
[658540] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1974 fov-steps/s eta 6h59m
[658560] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1963 fov-steps/s eta 6h59m
[658580] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1900 fov-steps/s eta 7h03m
[658600] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1924 fov-steps/s eta 7h04m
[658620] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 7h01m
[658640] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1973 fov-steps/s eta 7h00m
[658660] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1977 fov-steps/s eta 6h58m
[658680] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1977 fov-steps/s eta 6h57m
[658700] phase C T=8 real=0.20 loss=0.3757 lr=5.00e-05 1867 fov-steps/s eta 7h04m
[658720] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1978 fov-steps/s eta 7h01m
[658740] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1977 fov-steps/s eta 6h59m
[658760] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1979 fov-steps/s eta 6h58m
[658780] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1978 fov-steps/s eta 6h57m
[658800] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1850 fov-steps/s eta 7h04m
[658820] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1976 fov-steps/s eta 7h01m
[658840] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1975 fov-steps/s eta 6h59m
[658860] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1978 fov-steps/s eta 6h58m
[658880] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1976 fov-steps/s eta 6h57m
[658900] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1896 fov-steps/s eta 7h01m
[658920] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1931 fov-steps/s eta 7h02m
[658940] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1979 fov-steps/s eta 6h59m
[658960] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1975 fov-steps/s eta 6h58m
[658980] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1978 fov-steps/s eta 6h56m
[659000] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1972 fov-steps/s eta 6h56m
[659020] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1880 fov-steps/s eta 7h02m
[659040] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1979 fov-steps/s eta 6h59m
[659060] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1977 fov-steps/s eta 6h57m
[659080] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1977 fov-steps/s eta 6h56m
[659100] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1975 fov-steps/s eta 6h55m
[659120] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1861 fov-steps/s eta 7h02m
[659140] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1975 fov-steps/s eta 6h59m
[659160] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1979 fov-steps/s eta 6h57m
[659180] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1976 fov-steps/s eta 6h56m
[659200] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1977 fov-steps/s eta 6h55m
[659220] phase C T=8 real=0.20 loss=0.3989 lr=5.00e-05 1917 fov-steps/s eta 6h58m
[659240] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1869 fov-steps/s eta 7h04m
[659260] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1978 fov-steps/s eta 7h00m
[659280] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1972 fov-steps/s eta 6h58m
[659300] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1974 fov-steps/s eta 6h57m
[659320] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1974 fov-steps/s eta 6h55m
[659340] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1848 fov-steps/s eta 7h03m
[659360] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1972 fov-steps/s eta 7h00m
[659380] phase C T=8 real=0.20 loss=0.4011 lr=5.00e-05 1976 fov-steps/s eta 6h58m
[659400] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1979 fov-steps/s eta 6h56m
[659420] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1977 fov-steps/s eta 6h55m
[659440] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1873 fov-steps/s eta 7h00m
[659460] phase C T=8 real=0.20 loss=0.3790 lr=5.00e-05 1978 fov-steps/s eta 6h58m
[659480] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1979 fov-steps/s eta 6h56m
[659500] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1979 fov-steps/s eta 6h54m
[659520] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1980 fov-steps/s eta 6h53m
[659540] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1921 fov-steps/s eta 6h56m
[659560] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1974 fov-steps/s eta 6h55m
[659580] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 6h54m
[659600] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1976 fov-steps/s eta 6h53m
[659620] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1977 fov-steps/s eta 6h52m
[659640] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1972 fov-steps/s eta 6h52m
[659660] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1894 fov-steps/s eta 6h57m
[659680] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 6h55m
[659700] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1976 fov-steps/s eta 6h54m
[659720] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1975 fov-steps/s eta 6h53m
[659740] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1976 fov-steps/s eta 6h52m
[659760] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1875 fov-steps/s eta 6h58m
[659780] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1968 fov-steps/s eta 6h56m
[659800] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1972 fov-steps/s eta 6h55m
[659820] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1977 fov-steps/s eta 6h53m
[659840] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1977 fov-steps/s eta 6h52m
[659860] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1872 fov-steps/s eta 6h58m
[659880] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1971 fov-steps/s eta 6h56m
[659900] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1973 fov-steps/s eta 6h54m
[659920] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1978 fov-steps/s eta 6h53m
[659940] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1977 fov-steps/s eta 6h52m
[659960] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1948 fov-steps/s eta 6h53m
[659980] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1891 fov-steps/s eta 6h57m
[660000] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1977 fov-steps/s eta 6h55m
[ckpt] /root/surf/ffn_run6/ckpt_660000.pt
[660020] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1971 fov-steps/s eta 6h54m
[660040] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1974 fov-steps/s eta 6h53m
[660060] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1975 fov-steps/s eta 6h52m
[660080] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1873 fov-steps/s eta 6h57m
[660100] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 6h55m
[660120] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1974 fov-steps/s eta 6h53m
[660140] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1977 fov-steps/s eta 6h52m
[660160] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1975 fov-steps/s eta 6h51m
[660180] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1839 fov-steps/s eta 6h59m
[660200] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 6h56m
[660220] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1973 fov-steps/s eta 6h54m
[660240] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1970 fov-steps/s eta 6h53m
[660260] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1974 fov-steps/s eta 6h52m
[660280] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1886 fov-steps/s eta 6h56m
[660300] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1951 fov-steps/s eta 6h55m
[660320] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1975 fov-steps/s eta 6h53m
[660340] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1974 fov-steps/s eta 6h52m
[660360] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1974 fov-steps/s eta 6h51m
[660380] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1976 fov-steps/s eta 6h50m
[660400] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1843 fov-steps/s eta 6h58m
[660420] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1974 fov-steps/s eta 6h55m
[660440] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1976 fov-steps/s eta 6h53m
[660460] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1975 fov-steps/s eta 6h51m
[660480] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1973 fov-steps/s eta 6h50m
[660500] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1859 fov-steps/s eta 6h57m
[660520] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1978 fov-steps/s eta 6h54m
[660540] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1974 fov-steps/s eta 6h52m
[660560] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1969 fov-steps/s eta 6h51m
[660580] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1979 fov-steps/s eta 6h50m
[660600] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1926 fov-steps/s eta 6h52m
[660620] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1930 fov-steps/s eta 6h53m
[660640] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1976 fov-steps/s eta 6h51m
[660660] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1979 fov-steps/s eta 6h50m
[660680] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1978 fov-steps/s eta 6h49m
[660700] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1976 fov-steps/s eta 6h48m
[660720] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1843 fov-steps/s eta 6h56m
[660740] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1980 fov-steps/s eta 6h53m
[660760] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1980 fov-steps/s eta 6h51m
[660780] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1979 fov-steps/s eta 6h49m
[660800] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1979 fov-steps/s eta 6h48m
[660820] phase C T=8 real=0.20 loss=0.4007 lr=5.00e-05 1863 fov-steps/s eta 6h55m
[660840] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1978 fov-steps/s eta 6h52m
[660860] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1981 fov-steps/s eta 6h50m
[660880] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 6h48m
[660900] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1977 fov-steps/s eta 6h47m
[660920] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1911 fov-steps/s eta 6h51m
[660940] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1921 fov-steps/s eta 6h53m
[660960] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1981 fov-steps/s eta 6h50m
[660980] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1979 fov-steps/s eta 6h49m
[661000] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1978 fov-steps/s eta 6h47m
[661020] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1969 fov-steps/s eta 6h47m
[661040] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1845 fov-steps/s eta 6h55m
[661060] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1979 fov-steps/s eta 6h52m
[661080] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1980 fov-steps/s eta 6h49m
[661100] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1980 fov-steps/s eta 6h48m
[661120] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1979 fov-steps/s eta 6h47m
[661140] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1861 fov-steps/s eta 6h53m
[661160] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1978 fov-steps/s eta 6h51m
[661180] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1975 fov-steps/s eta 6h49m
[661200] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 6h48m
[661220] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1963 fov-steps/s eta 6h47m
[661240] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1815 fov-steps/s eta 6h57m
[661260] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1954 fov-steps/s eta 6h54m
[661280] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 6h51m
[661300] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 6h49m
[661320] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1974 fov-steps/s eta 6h47m
[661340] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1944 fov-steps/s eta 6h48m
[661360] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1898 fov-steps/s eta 6h52m
[661380] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1973 fov-steps/s eta 6h50m
[661400] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1977 fov-steps/s eta 6h48m
[661420] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1977 fov-steps/s eta 6h46m
[661440] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1972 fov-steps/s eta 6h46m
[661460] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1879 fov-steps/s eta 6h51m
[661480] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1978 fov-steps/s eta 6h49m
[661500] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1978 fov-steps/s eta 6h47m
[661520] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1972 fov-steps/s eta 6h46m
[661540] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1977 fov-steps/s eta 6h45m
[661560] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1863 fov-steps/s eta 6h51m
[661580] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 6h49m
[661600] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1974 fov-steps/s eta 6h47m
[661620] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1977 fov-steps/s eta 6h46m
[661640] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1974 fov-steps/s eta 6h45m
[661660] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1921 fov-steps/s eta 6h47m
[661680] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1902 fov-steps/s eta 6h51m
[661700] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 6h48m
[661720] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1977 fov-steps/s eta 6h46m
[661740] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1977 fov-steps/s eta 6h45m
[661760] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1977 fov-steps/s eta 6h44m
[661780] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1856 fov-steps/s eta 6h51m
[661800] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1975 fov-steps/s eta 6h48m
[661820] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1978 fov-steps/s eta 6h46m
[661840] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1974 fov-steps/s eta 6h45m
[661860] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1972 fov-steps/s eta 6h44m
[661880] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1827 fov-steps/s eta 6h53m
[661900] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1973 fov-steps/s eta 6h49m
[661920] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1972 fov-steps/s eta 6h47m
[661940] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1973 fov-steps/s eta 6h46m
[661960] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1977 fov-steps/s eta 6h44m
[661980] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1880 fov-steps/s eta 6h49m
[662000] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1945 fov-steps/s eta 6h49m
[662020] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1976 fov-steps/s eta 6h46m
[662040] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1977 fov-steps/s eta 6h45m
[662060] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1975 fov-steps/s eta 6h43m
[662080] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1970 fov-steps/s eta 6h43m
[662100] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1862 fov-steps/s eta 6h49m
[662120] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1977 fov-steps/s eta 6h47m
[662140] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1975 fov-steps/s eta 6h45m
[662160] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1976 fov-steps/s eta 6h43m
[662180] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1977 fov-steps/s eta 6h42m
[662200] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1862 fov-steps/s eta 6h49m
[662220] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1977 fov-steps/s eta 6h46m
[662240] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1972 fov-steps/s eta 6h44m
[662260] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1975 fov-steps/s eta 6h43m
[662280] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1976 fov-steps/s eta 6h42m
[662300] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1854 fov-steps/s eta 6h49m
[662320] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1983 fov-steps/s eta 6h46m
[662340] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1971 fov-steps/s eta 6h44m
[662360] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1978 fov-steps/s eta 6h42m
[662380] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 6h42m
[662400] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1916 fov-steps/s eta 6h44m
[662420] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1913 fov-steps/s eta 6h47m
[662440] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1973 fov-steps/s eta 6h45m
[662460] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1973 fov-steps/s eta 6h43m
[662480] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1977 fov-steps/s eta 6h42m
[662500] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1977 fov-steps/s eta 6h41m
[val 662500] NERL all=0.4057 (real=0.4057 synth=0.1141) | merge all=0.0938 (real=0.0938 blind=0.1047) inst=182 | best_nerl=0.4187 best_realmerge=0.0521 (133s)
[val 662500] movement: panel_1step=0.0604 mean_steps=492.23 core_1step=0.2857
[val 662500] CORE (unlabelled target regime): score=0.0198 cov=0.2782 inst=14 valid=0.857 | best_core=0.04247
[662520] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1888 fov-steps/s eta 6h46m
[662540] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1913 fov-steps/s eta 6h47m
[662560] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1991 fov-steps/s eta 6h44m
[662580] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1990 fov-steps/s eta 6h41m
[662600] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1989 fov-steps/s eta 6h40m
[662620] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1984 fov-steps/s eta 6h39m
[662640] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1873 fov-steps/s eta 6h45m
[662660] phase C T=8 real=0.20 loss=0.3750 lr=5.00e-05 1986 fov-steps/s eta 6h42m
[662680] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1968 fov-steps/s eta 6h41m
[662700] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1981 fov-steps/s eta 6h40m
[662720] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1981 fov-steps/s eta 6h39m
[662740] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1817 fov-steps/s eta 6h49m
[662760] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1980 fov-steps/s eta 6h45m
[662780] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1981 fov-steps/s eta 6h42m
[662800] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1982 fov-steps/s eta 6h41m
[662820] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1982 fov-steps/s eta 6h39m
[662840] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1901 fov-steps/s eta 6h43m
[662860] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1941 fov-steps/s eta 6h44m
[662880] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1981 fov-steps/s eta 6h41m
[662900] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1977 fov-steps/s eta 6h40m
[662920] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1975 fov-steps/s eta 6h39m
[662940] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1974 fov-steps/s eta 6h39m
[662960] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1866 fov-steps/s eta 6h45m
[662980] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1822 fov-steps/s eta 6h52m
[663000] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1725 fov-steps/s eta 7h04m
[663020] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1971 fov-steps/s eta 6h56m
[663040] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1971 fov-steps/s eta 6h50m
[663060] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1845 fov-steps/s eta 6h54m
[663080] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1955 fov-steps/s eta 6h50m
[663100] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1971 fov-steps/s eta 6h46m
[663120] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1971 fov-steps/s eta 6h43m
[663140] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1957 fov-steps/s eta 6h42m
[663160] phase C T=8 real=0.20 loss=0.3773 lr=5.00e-05 1871 fov-steps/s eta 6h47m
[663180] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1932 fov-steps/s eta 6h46m
[663200] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1977 fov-steps/s eta 6h43m
[663220] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1977 fov-steps/s eta 6h41m
[663240] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1973 fov-steps/s eta 6h39m
[663260] phase C T=8 real=0.20 loss=0.4009 lr=5.00e-05 1974 fov-steps/s eta 6h38m
[663280] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1869 fov-steps/s eta 6h44m
[663300] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1976 fov-steps/s eta 6h41m
[663320] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1977 fov-steps/s eta 6h39m
[663340] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1952 fov-steps/s eta 6h40m
[663360] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1973 fov-steps/s eta 6h38m
[663380] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1859 fov-steps/s eta 6h45m
[663400] phase C T=8 real=0.20 loss=0.3977 lr=5.00e-05 1978 fov-steps/s eta 6h41m
[663420] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1975 fov-steps/s eta 6h40m
[663440] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1973 fov-steps/s eta 6h38m
[663460] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1973 fov-steps/s eta 6h37m
[663480] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1914 fov-steps/s eta 6h40m
[663500] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1898 fov-steps/s eta 6h43m
[663520] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1974 fov-steps/s eta 6h41m
[663540] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1973 fov-steps/s eta 6h39m
[663560] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 6h37m
[663580] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1975 fov-steps/s eta 6h37m
[663600] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1867 fov-steps/s eta 6h42m
[663620] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1975 fov-steps/s eta 6h40m
[663640] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1975 fov-steps/s eta 6h38m
[663660] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1976 fov-steps/s eta 6h37m
[663680] phase C T=8 real=0.20 loss=0.3785 lr=5.00e-05 1976 fov-steps/s eta 6h36m
[663700] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1856 fov-steps/s eta 6h43m
[663720] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1974 fov-steps/s eta 6h40m
[663740] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1973 fov-steps/s eta 6h38m
[663760] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1974 fov-steps/s eta 6h37m
[663780] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1975 fov-steps/s eta 6h36m
[663800] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1861 fov-steps/s eta 6h42m
[663820] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1963 fov-steps/s eta 6h40m
[663840] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1977 fov-steps/s eta 6h38m
[663860] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1968 fov-steps/s eta 6h37m
[663880] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1975 fov-steps/s eta 6h36m
[663900] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1948 fov-steps/s eta 6h36m
[663920] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1869 fov-steps/s eta 6h42m
[663940] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1974 fov-steps/s eta 6h39m
[663960] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1974 fov-steps/s eta 6h37m
[663980] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1975 fov-steps/s eta 6h36m
[664000] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1962 fov-steps/s eta 6h36m
[664020] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1836 fov-steps/s eta 6h43m
[664040] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1974 fov-steps/s eta 6h40m
[664060] phase C T=8 real=0.20 loss=0.3776 lr=5.00e-05 1976 fov-steps/s eta 6h38m
[664080] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1977 fov-steps/s eta 6h36m
[664100] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1976 fov-steps/s eta 6h35m
[664120] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1867 fov-steps/s eta 6h40m
[664140] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1980 fov-steps/s eta 6h38m
[664160] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1979 fov-steps/s eta 6h36m
[664180] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 6h34m
[664200] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1978 fov-steps/s eta 6h33m
[664220] phase C T=8 real=0.20 loss=0.3981 lr=5.00e-05 1943 fov-steps/s eta 6h35m
[664240] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1885 fov-steps/s eta 6h39m
[664260] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1975 fov-steps/s eta 6h37m
[664280] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1978 fov-steps/s eta 6h35m
[664300] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1974 fov-steps/s eta 6h34m
[664320] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1978 fov-steps/s eta 6h33m
[664340] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1857 fov-steps/s eta 6h39m
[664360] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1973 fov-steps/s eta 6h37m
[664380] phase C T=8 real=0.20 loss=0.3769 lr=5.00e-05 1966 fov-steps/s eta 6h36m
[664400] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1977 fov-steps/s eta 6h34m
[664420] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1970 fov-steps/s eta 6h33m
[664440] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1849 fov-steps/s eta 6h40m
[664460] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1982 fov-steps/s eta 6h37m
[664480] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1979 fov-steps/s eta 6h35m
[664500] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1976 fov-steps/s eta 6h33m
[664520] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1979 fov-steps/s eta 6h32m
[664540] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1942 fov-steps/s eta 6h33m
[664560] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1902 fov-steps/s eta 6h37m
[664580] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1976 fov-steps/s eta 6h35m
[664600] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1977 fov-steps/s eta 6h33m
[664620] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1977 fov-steps/s eta 6h32m
[664640] phase C T=8 real=0.20 loss=0.3974 lr=5.00e-05 1979 fov-steps/s eta 6h31m
[664660] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1821 fov-steps/s eta 6h40m
[664680] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1977 fov-steps/s eta 6h37m
[664700] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1976 fov-steps/s eta 6h34m
[664720] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1976 fov-steps/s eta 6h33m
[664740] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1977 fov-steps/s eta 6h32m
[664760] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1857 fov-steps/s eta 6h38m
[664780] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1979 fov-steps/s eta 6h35m
[664800] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1976 fov-steps/s eta 6h33m
[664820] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1976 fov-steps/s eta 6h32m
[664840] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1973 fov-steps/s eta 6h31m
[664860] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1922 fov-steps/s eta 6h34m
[664880] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1889 fov-steps/s eta 6h37m
[664900] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1978 fov-steps/s eta 6h34m
[664920] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1978 fov-steps/s eta 6h32m
[664940] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1976 fov-steps/s eta 6h31m
[664960] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1974 fov-steps/s eta 6h30m
[664980] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1849 fov-steps/s eta 6h37m
[665000] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1973 fov-steps/s eta 6h35m
[ckpt] /root/surf/ffn_run6/ckpt_665000.pt
[665020] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1972 fov-steps/s eta 6h33m
[665040] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1977 fov-steps/s eta 6h31m
[665060] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1977 fov-steps/s eta 6h30m
[665080] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1857 fov-steps/s eta 6h37m
[665100] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1975 fov-steps/s eta 6h34m
[665120] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1971 fov-steps/s eta 6h32m
[665140] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1977 fov-steps/s eta 6h31m
[665160] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1977 fov-steps/s eta 6h30m
[665180] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1920 fov-steps/s eta 6h32m
[665200] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1920 fov-steps/s eta 6h34m
[665220] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1976 fov-steps/s eta 6h32m
[665240] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1974 fov-steps/s eta 6h30m
[665260] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1976 fov-steps/s eta 6h29m
[665280] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1976 fov-steps/s eta 6h29m
[665300] phase C T=8 real=0.20 loss=0.3758 lr=5.00e-05 1868 fov-steps/s eta 6h34m
[665320] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1960 fov-steps/s eta 6h33m
[665340] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1977 fov-steps/s eta 6h31m
[665360] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1976 fov-steps/s eta 6h30m
[665380] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1977 fov-steps/s eta 6h29m
[665400] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1852 fov-steps/s eta 6h35m
[665420] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1982 fov-steps/s eta 6h32m
[665440] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1974 fov-steps/s eta 6h30m
[665460] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1974 fov-steps/s eta 6h29m
[665480] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1974 fov-steps/s eta 6h28m
[665500] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1887 fov-steps/s eta 6h33m
[665520] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1923 fov-steps/s eta 6h34m
[665540] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1978 fov-steps/s eta 6h31m
[665560] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1978 fov-steps/s eta 6h29m
[665580] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1979 fov-steps/s eta 6h28m
[665600] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1977 fov-steps/s eta 6h27m
[665620] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1718 fov-steps/s eta 6h42m
[665640] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1976 fov-steps/s eta 6h37m
[665660] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1978 fov-steps/s eta 6h33m
[665680] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1977 fov-steps/s eta 6h31m
[665700] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1975 fov-steps/s eta 6h29m
[665720] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1870 fov-steps/s eta 6h34m
[665740] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1974 fov-steps/s eta 6h31m
[665760] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1974 fov-steps/s eta 6h30m
[665780] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1971 fov-steps/s eta 6h28m
[665800] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1974 fov-steps/s eta 6h27m
[665820] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1891 fov-steps/s eta 6h32m
[665840] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1932 fov-steps/s eta 6h32m
[665860] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1973 fov-steps/s eta 6h30m
[665880] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1968 fov-steps/s eta 6h29m
[665900] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1973 fov-steps/s eta 6h27m
[665920] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1955 fov-steps/s eta 6h28m
[665940] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1872 fov-steps/s eta 6h33m
[665960] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1977 fov-steps/s eta 6h30m
[665980] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1960 fov-steps/s eta 6h29m
[666000] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1965 fov-steps/s eta 6h28m
[666020] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1977 fov-steps/s eta 6h27m
[666040] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1864 fov-steps/s eta 6h32m
[666060] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1978 fov-steps/s eta 6h29m
[666080] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1978 fov-steps/s eta 6h27m
[666100] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1977 fov-steps/s eta 6h26m
[666120] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1977 fov-steps/s eta 6h25m
[666140] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1890 fov-steps/s eta 6h30m
[666160] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1943 fov-steps/s eta 6h30m
[666180] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1978 fov-steps/s eta 6h27m
[666200] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1978 fov-steps/s eta 6h26m
[666220] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1975 fov-steps/s eta 6h25m
[666240] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1954 fov-steps/s eta 6h26m
[666260] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1876 fov-steps/s eta 6h31m
[666280] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1978 fov-steps/s eta 6h28m
[666300] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 6h26m
[666320] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1978 fov-steps/s eta 6h25m
[666340] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1976 fov-steps/s eta 6h24m
[666360] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1848 fov-steps/s eta 6h31m
[666380] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1975 fov-steps/s eta 6h28m
[666400] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1976 fov-steps/s eta 6h26m
[666420] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1974 fov-steps/s eta 6h25m
[666440] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1973 fov-steps/s eta 6h24m
[666460] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1852 fov-steps/s eta 6h31m
[666480] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1978 fov-steps/s eta 6h28m
[666500] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1977 fov-steps/s eta 6h26m
[666520] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1976 fov-steps/s eta 6h25m
[666540] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1978 fov-steps/s eta 6h23m
[666560] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1930 fov-steps/s eta 6h25m
[666580] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1891 fov-steps/s eta 6h29m
[666600] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1973 fov-steps/s eta 6h27m
[666620] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1976 fov-steps/s eta 6h25m
[666640] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1965 fov-steps/s eta 6h24m
[666660] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1974 fov-steps/s eta 6h23m
[666680] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1863 fov-steps/s eta 6h29m
[666700] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1975 fov-steps/s eta 6h27m
[666720] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1974 fov-steps/s eta 6h25m
[666740] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1977 fov-steps/s eta 6h24m
[666760] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1977 fov-steps/s eta 6h23m
[666780] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1875 fov-steps/s eta 6h28m
[666800] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1895 fov-steps/s eta 6h30m
[666820] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1976 fov-steps/s eta 6h27m
[666840] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1973 fov-steps/s eta 6h25m
[666860] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1977 fov-steps/s eta 6h24m
[666880] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1947 fov-steps/s eta 6h24m
[666900] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1887 fov-steps/s eta 6h28m
[666920] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1977 fov-steps/s eta 6h25m
[666940] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1977 fov-steps/s eta 6h24m
[666960] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1975 fov-steps/s eta 6h22m
[666980] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1977 fov-steps/s eta 6h21m
[667000] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1865 fov-steps/s eta 6h27m
[667020] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 6h25m
[667040] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1976 fov-steps/s eta 6h23m
[667060] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1977 fov-steps/s eta 6h22m
[667080] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1978 fov-steps/s eta 6h21m
[667100] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1853 fov-steps/s eta 6h28m
[667120] phase C T=8 real=0.20 loss=0.3721 lr=5.00e-05 1975 fov-steps/s eta 6h25m
[667140] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1977 fov-steps/s eta 6h23m
[667160] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1976 fov-steps/s eta 6h22m
[667180] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1976 fov-steps/s eta 6h21m
[667200] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1905 fov-steps/s eta 6h24m
[667220] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1944 fov-steps/s eta 6h24m
[667240] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1977 fov-steps/s eta 6h22m
[667260] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1978 fov-steps/s eta 6h21m
[667280] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1971 fov-steps/s eta 6h20m
[667300] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1959 fov-steps/s eta 6h21m
[667320] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1843 fov-steps/s eta 6h28m
[667340] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1978 fov-steps/s eta 6h25m
[667360] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 6h22m
[667380] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1974 fov-steps/s eta 6h21m
[667400] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1977 fov-steps/s eta 6h20m
[667420] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1839 fov-steps/s eta 6h27m
[667440] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1977 fov-steps/s eta 6h24m
[667460] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1978 fov-steps/s eta 6h22m
[667480] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1978 fov-steps/s eta 6h20m
[667500] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1977 fov-steps/s eta 6h19m
[667520] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1910 fov-steps/s eta 6h23m
[667540] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1929 fov-steps/s eta 6h24m
[667560] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1976 fov-steps/s eta 6h22m
[667580] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1977 fov-steps/s eta 6h20m
[667600] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1978 fov-steps/s eta 6h19m
[667620] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1974 fov-steps/s eta 6h18m
[667640] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1796 fov-steps/s eta 6h29m
[667660] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1978 fov-steps/s eta 6h25m
[667680] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1976 fov-steps/s eta 6h22m
[667700] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1976 fov-steps/s eta 6h20m
[667720] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1978 fov-steps/s eta 6h19m
[667740] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1865 fov-steps/s eta 6h25m
[667760] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1974 fov-steps/s eta 6h22m
[667780] phase C T=8 real=0.20 loss=0.3777 lr=5.00e-05 1976 fov-steps/s eta 6h20m
[667800] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1979 fov-steps/s eta 6h19m
[667820] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1979 fov-steps/s eta 6h18m
[667840] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1906 fov-steps/s eta 6h21m
[667860] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1945 fov-steps/s eta 6h21m
[667880] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1979 fov-steps/s eta 6h19m
[667900] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 6h18m
[667920] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1978 fov-steps/s eta 6h17m
[667940] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1978 fov-steps/s eta 6h16m
[667960] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1829 fov-steps/s eta 6h25m
[667980] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1966 fov-steps/s eta 6h22m
[668000] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1980 fov-steps/s eta 6h20m
[668020] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1979 fov-steps/s eta 6h18m
[668040] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1978 fov-steps/s eta 6h17m
[668060] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1857 fov-steps/s eta 6h23m
[668080] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1976 fov-steps/s eta 6h21m
[668100] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1973 fov-steps/s eta 6h19m
[668120] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1977 fov-steps/s eta 6h18m
[668140] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 6h17m
[668160] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1878 fov-steps/s eta 6h22m
[668180] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1932 fov-steps/s eta 6h22m
[668200] phase C T=8 real=0.20 loss=0.3704 lr=5.00e-05 1971 fov-steps/s eta 6h20m
[668220] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1971 fov-steps/s eta 6h18m
[668240] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1973 fov-steps/s eta 6h17m
[668260] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1972 fov-steps/s eta 6h16m
[668280] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1867 fov-steps/s eta 6h22m
[668300] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1971 fov-steps/s eta 6h20m
[668320] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1976 fov-steps/s eta 6h18m
[668340] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 6h16m
[668360] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1977 fov-steps/s eta 6h15m
[668380] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1860 fov-steps/s eta 6h22m
[668400] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1973 fov-steps/s eta 6h19m
[668420] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1969 fov-steps/s eta 6h18m
[668440] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1971 fov-steps/s eta 6h17m
[668460] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1969 fov-steps/s eta 6h16m
[668480] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1874 fov-steps/s eta 6h21m
[668500] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1945 fov-steps/s eta 6h20m
[668520] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1974 fov-steps/s eta 6h18m
[668540] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1976 fov-steps/s eta 6h17m
[668560] phase C T=8 real=0.20 loss=0.3786 lr=5.00e-05 1977 fov-steps/s eta 6h15m
[668580] phase C T=8 real=0.20 loss=0.3786 lr=5.00e-05 1965 fov-steps/s eta 6h15m
[668600] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1886 fov-steps/s eta 6h20m
[668620] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1954 fov-steps/s eta 6h19m
[668640] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1956 fov-steps/s eta 6h18m
[668660] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1975 fov-steps/s eta 6h16m
[668680] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1975 fov-steps/s eta 6h15m
[668700] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1875 fov-steps/s eta 6h20m
[668720] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1976 fov-steps/s eta 6h18m
[668740] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1974 fov-steps/s eta 6h16m
[668760] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 6h15m
[668780] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 6h14m
[668800] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1932 fov-steps/s eta 6h15m
[668820] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1941 fov-steps/s eta 6h16m
[668840] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1976 fov-steps/s eta 6h15m
[668860] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1977 fov-steps/s eta 6h14m
[668880] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 6h13m
[668900] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1974 fov-steps/s eta 6h13m
[668920] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1878 fov-steps/s eta 6h18m
[668940] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1977 fov-steps/s eta 6h16m
[668960] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1976 fov-steps/s eta 6h14m
[668980] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1975 fov-steps/s eta 6h13m
[669000] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1977 fov-steps/s eta 6h12m
[669020] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1855 fov-steps/s eta 6h19m
[669040] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1977 fov-steps/s eta 6h16m
[669060] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1973 fov-steps/s eta 6h15m
[669080] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1978 fov-steps/s eta 6h13m
[669100] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1978 fov-steps/s eta 6h12m
[669120] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1869 fov-steps/s eta 6h18m
[669140] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1955 fov-steps/s eta 6h17m
[669160] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1978 fov-steps/s eta 6h15m
[669180] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1978 fov-steps/s eta 6h13m
[669200] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1976 fov-steps/s eta 6h12m
[669220] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1966 fov-steps/s eta 6h12m
[669240] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1859 fov-steps/s eta 6h18m
[669260] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1980 fov-steps/s eta 6h15m
[669280] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1969 fov-steps/s eta 6h14m
[669300] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1973 fov-steps/s eta 6h13m
[669320] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1976 fov-steps/s eta 6h12m
[669340] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1843 fov-steps/s eta 6h19m
[669360] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1978 fov-steps/s eta 6h16m
[669380] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1978 fov-steps/s eta 6h14m
[669400] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1977 fov-steps/s eta 6h12m
[669420] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1979 fov-steps/s eta 6h11m
[669440] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1897 fov-steps/s eta 6h15m
[669460] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1939 fov-steps/s eta 6h15m
[669480] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1977 fov-steps/s eta 6h13m
[669500] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1979 fov-steps/s eta 6h12m
[669520] phase C T=8 real=0.20 loss=0.4001 lr=5.00e-05 1977 fov-steps/s eta 6h11m
[669540] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1955 fov-steps/s eta 6h11m
[669560] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1872 fov-steps/s eta 6h16m
[669580] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1977 fov-steps/s eta 6h14m
[669600] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 6h12m
[669620] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1977 fov-steps/s eta 6h11m
[669640] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1975 fov-steps/s eta 6h10m
[669660] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1848 fov-steps/s eta 6h17m
[669680] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1978 fov-steps/s eta 6h14m
[669700] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1976 fov-steps/s eta 6h12m
[669720] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1978 fov-steps/s eta 6h10m
[669740] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1978 fov-steps/s eta 6h09m
[669760] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1877 fov-steps/s eta 6h15m
[669780] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1944 fov-steps/s eta 6h14m
[669800] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 6h12m
[669820] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1976 fov-steps/s eta 6h10m
[669840] phase C T=8 real=0.20 loss=0.3741 lr=5.00e-05 1979 fov-steps/s eta 6h09m
[669860] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1976 fov-steps/s eta 6h09m
[669880] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1849 fov-steps/s eta 6h15m
[669900] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 6h13m
[669920] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1977 fov-steps/s eta 6h11m
[669940] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1970 fov-steps/s eta 6h10m
[669960] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1962 fov-steps/s eta 6h10m
[669980] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1851 fov-steps/s eta 6h16m
[670000] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1976 fov-steps/s eta 6h13m
[ckpt] /root/surf/ffn_run6/ckpt_670000.pt
[670020] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1968 fov-steps/s eta 6h11m
[670040] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1975 fov-steps/s eta 6h10m
[670060] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1973 fov-steps/s eta 6h09m
[670080] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1870 fov-steps/s eta 6h14m
[670100] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1970 fov-steps/s eta 6h12m
[670120] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1977 fov-steps/s eta 6h10m
[670140] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1975 fov-steps/s eta 6h09m
[670160] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1979 fov-steps/s eta 6h08m
[670180] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1951 fov-steps/s eta 6h08m
[670200] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1896 fov-steps/s eta 6h12m
[670220] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 6h10m
[670240] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1979 fov-steps/s eta 6h08m
[670260] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1974 fov-steps/s eta 6h08m
[670280] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1976 fov-steps/s eta 6h07m
[670300] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1858 fov-steps/s eta 6h13m
[670320] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1975 fov-steps/s eta 6h11m
[670340] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1977 fov-steps/s eta 6h09m
[670360] phase C T=8 real=0.20 loss=0.3777 lr=5.00e-05 1978 fov-steps/s eta 6h07m
[670380] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1978 fov-steps/s eta 6h07m
[670400] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1847 fov-steps/s eta 6h13m
[670420] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1979 fov-steps/s eta 6h10m
[670440] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 6h09m
[670460] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1975 fov-steps/s eta 6h07m
[670480] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1979 fov-steps/s eta 6h06m
[670500] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1914 fov-steps/s eta 6h09m
[670520] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1886 fov-steps/s eta 6h13m
[670540] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1979 fov-steps/s eta 6h10m
[670560] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1979 fov-steps/s eta 6h08m
[670580] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1979 fov-steps/s eta 6h07m
[670600] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1980 fov-steps/s eta 6h06m
[670620] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1851 fov-steps/s eta 6h12m
[670640] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1975 fov-steps/s eta 6h10m
[670660] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1977 fov-steps/s eta 6h08m
[670680] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1975 fov-steps/s eta 6h06m
[670700] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1969 fov-steps/s eta 6h06m
[670720] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1855 fov-steps/s eta 6h12m
[670740] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1983 fov-steps/s eta 6h09m
[670760] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1972 fov-steps/s eta 6h07m
[670780] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1976 fov-steps/s eta 6h06m
[670800] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1977 fov-steps/s eta 6h05m
[670820] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1972 fov-steps/s eta 6h05m
[670840] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1895 fov-steps/s eta 6h09m
[670860] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 6h07m
[670880] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1976 fov-steps/s eta 6h05m
[670900] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1974 fov-steps/s eta 6h05m
[670920] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1975 fov-steps/s eta 6h04m
[670940] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1869 fov-steps/s eta 6h10m
[670960] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1978 fov-steps/s eta 6h07m
[670980] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 6h06m
[671000] phase C T=8 real=0.20 loss=0.3963 lr=5.00e-05 1978 fov-steps/s eta 6h04m
[671020] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 6h04m
[671040] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1842 fov-steps/s eta 6h11m
[671060] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1981 fov-steps/s eta 6h08m
[671080] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1979 fov-steps/s eta 6h06m
[671100] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1976 fov-steps/s eta 6h04m
[671120] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1969 fov-steps/s eta 6h04m
[671140] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1919 fov-steps/s eta 6h06m
[671160] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1910 fov-steps/s eta 6h09m
[671180] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1979 fov-steps/s eta 6h06m
[671200] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1975 fov-steps/s eta 6h05m
[671220] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1978 fov-steps/s eta 6h04m
[671240] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1976 fov-steps/s eta 6h03m
[671260] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1844 fov-steps/s eta 6h10m
[671280] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1961 fov-steps/s eta 6h08m
[671300] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1979 fov-steps/s eta 6h05m
[671320] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1977 fov-steps/s eta 6h04m
[671340] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1977 fov-steps/s eta 6h03m
[671360] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1899 fov-steps/s eta 6h06m
[671380] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1979 fov-steps/s eta 6h04m
[671400] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 6h03m
[671420] phase C T=8 real=0.20 loss=0.3976 lr=5.00e-05 1979 fov-steps/s eta 6h02m
[671440] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1980 fov-steps/s eta 6h01m
[671460] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1944 fov-steps/s eta 6h03m
[671480] phase C T=8 real=0.20 loss=0.3741 lr=5.00e-05 1894 fov-steps/s eta 6h06m
[671500] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1979 fov-steps/s eta 6h04m
[671520] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1977 fov-steps/s eta 6h03m
[671540] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1979 fov-steps/s eta 6h02m
[671560] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1977 fov-steps/s eta 6h01m
[671580] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1846 fov-steps/s eta 6h08m
[671600] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1978 fov-steps/s eta 6h05m
[671620] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1978 fov-steps/s eta 6h03m
[671640] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1979 fov-steps/s eta 6h02m
[671660] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1980 fov-steps/s eta 6h01m
[671680] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1856 fov-steps/s eta 6h07m
[671700] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1977 fov-steps/s eta 6h05m
[671720] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1980 fov-steps/s eta 6h03m
[671740] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1979 fov-steps/s eta 6h01m
[671760] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1979 fov-steps/s eta 6h00m
[671780] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1940 fov-steps/s eta 6h02m
[671800] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1879 fov-steps/s eta 6h06m
[671820] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1975 fov-steps/s eta 6h04m
[671840] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1975 fov-steps/s eta 6h02m
[671860] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1968 fov-steps/s eta 6h02m
[671880] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1977 fov-steps/s eta 6h01m
[671900] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1841 fov-steps/s eta 6h07m
[671920] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1975 fov-steps/s eta 6h05m
[671940] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1942 fov-steps/s eta 6h04m
[671960] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1975 fov-steps/s eta 6h03m
[671980] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1978 fov-steps/s eta 6h01m
[672000] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1878 fov-steps/s eta 6h05m
[672020] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1954 fov-steps/s eta 6h04m
[672040] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1978 fov-steps/s eta 6h02m
[672060] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1970 fov-steps/s eta 6h01m
[672080] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1975 fov-steps/s eta 6h00m
[672100] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1973 fov-steps/s eta 5h59m
[672120] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1899 fov-steps/s eta 6h03m
[672140] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 6h01m
[672160] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1975 fov-steps/s eta 6h00m
[672180] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1972 fov-steps/s eta 5h59m
[672200] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1974 fov-steps/s eta 5h59m
[672220] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1856 fov-steps/s eta 6h05m
[672240] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1977 fov-steps/s eta 6h02m
[672260] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1977 fov-steps/s eta 6h01m
[672280] phase C T=8 real=0.20 loss=0.4003 lr=5.00e-05 1977 fov-steps/s eta 5h59m
[672300] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1974 fov-steps/s eta 5h58m
[672320] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1878 fov-steps/s eta 6h03m
[672340] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1885 fov-steps/s eta 6h06m
[672360] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1972 fov-steps/s eta 6h03m
[672380] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1975 fov-steps/s eta 6h01m
[672400] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1977 fov-steps/s eta 6h00m
[672420] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1953 fov-steps/s eta 6h00m
[672440] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1881 fov-steps/s eta 6h04m
[672460] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1977 fov-steps/s eta 6h01m
[672480] phase C T=8 real=0.20 loss=0.3794 lr=5.00e-05 1978 fov-steps/s eta 5h59m
[672500] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1978 fov-steps/s eta 5h58m
[672520] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1978 fov-steps/s eta 5h57m
[672540] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1864 fov-steps/s eta 6h03m
[672560] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1974 fov-steps/s eta 6h01m
[672580] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1976 fov-steps/s eta 5h59m
[672600] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1967 fov-steps/s eta 5h58m
[672620] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1977 fov-steps/s eta 5h57m
[672640] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1873 fov-steps/s eta 6h02m
[672660] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1952 fov-steps/s eta 6h01m
[672680] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1973 fov-steps/s eta 6h00m
[672700] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 5h58m
[672720] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1975 fov-steps/s eta 5h57m
[672740] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1946 fov-steps/s eta 5h58m
[672760] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1888 fov-steps/s eta 6h02m
[672780] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1971 fov-steps/s eta 6h00m
[672800] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1971 fov-steps/s eta 5h58m
[672820] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1973 fov-steps/s eta 5h57m
[672840] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1972 fov-steps/s eta 5h57m
[672860] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1868 fov-steps/s eta 6h02m
[672880] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1972 fov-steps/s eta 6h00m
[672900] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1974 fov-steps/s eta 5h58m
[672920] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1974 fov-steps/s eta 5h57m
[672940] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1974 fov-steps/s eta 5h56m
[672960] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1841 fov-steps/s eta 6h03m
[672980] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1979 fov-steps/s eta 6h00m
[673000] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1974 fov-steps/s eta 5h58m
[673020] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1976 fov-steps/s eta 5h57m
[673040] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1975 fov-steps/s eta 5h56m
[673060] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1948 fov-steps/s eta 5h56m
[673080] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1816 fov-steps/s eta 6h04m
[673100] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1976 fov-steps/s eta 6h01m
[673120] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1976 fov-steps/s eta 5h58m
[673140] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 5h57m
[673160] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1972 fov-steps/s eta 5h56m
[673180] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1856 fov-steps/s eta 6h01m
[673200] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1975 fov-steps/s eta 5h59m
[673220] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1976 fov-steps/s eta 5h57m
[673240] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1976 fov-steps/s eta 5h56m
[673260] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1953 fov-steps/s eta 5h56m
[673280] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1850 fov-steps/s eta 6h02m
[673300] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1970 fov-steps/s eta 5h59m
[673320] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1975 fov-steps/s eta 5h57m
[673340] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 5h55m
[673360] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1976 fov-steps/s eta 5h54m
[673380] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1894 fov-steps/s eta 5h58m
[673400] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1922 fov-steps/s eta 5h59m
[673420] phase C T=8 real=0.20 loss=0.3759 lr=5.00e-05 1975 fov-steps/s eta 5h57m
[673440] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1977 fov-steps/s eta 5h55m
[673460] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1971 fov-steps/s eta 5h54m
[673480] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1974 fov-steps/s eta 5h54m
[673500] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1868 fov-steps/s eta 5h59m
[673520] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1973 fov-steps/s eta 5h57m
[673540] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1973 fov-steps/s eta 5h55m
[673560] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1975 fov-steps/s eta 5h54m
[673580] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1977 fov-steps/s eta 5h53m
[673600] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1835 fov-steps/s eta 6h00m
[673620] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1976 fov-steps/s eta 5h57m
[673640] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1976 fov-steps/s eta 5h55m
[673660] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1975 fov-steps/s eta 5h54m
[673680] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1977 fov-steps/s eta 5h53m
[673700] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1880 fov-steps/s eta 5h57m
[673720] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1956 fov-steps/s eta 5h56m
[673740] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1976 fov-steps/s eta 5h54m
[673760] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1978 fov-steps/s eta 5h53m
[673780] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 5h52m
[673800] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1931 fov-steps/s eta 5h54m
[673820] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1900 fov-steps/s eta 5h57m
[673840] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1978 fov-steps/s eta 5h55m
[673860] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1979 fov-steps/s eta 5h53m
[673880] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1977 fov-steps/s eta 5h52m
[673900] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1977 fov-steps/s eta 5h51m
[673920] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1859 fov-steps/s eta 5h57m
[673940] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1979 fov-steps/s eta 5h55m
[673960] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1978 fov-steps/s eta 5h53m
[673980] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1977 fov-steps/s eta 5h52m
[674000] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1978 fov-steps/s eta 5h51m
[674020] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1853 fov-steps/s eta 5h57m
[674040] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 5h55m
[674060] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1978 fov-steps/s eta 5h53m
[674080] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1978 fov-steps/s eta 5h51m
[674100] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1976 fov-steps/s eta 5h51m
[674120] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1940 fov-steps/s eta 5h52m
[674140] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1882 fov-steps/s eta 5h56m
[674160] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1975 fov-steps/s eta 5h54m
[674180] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1977 fov-steps/s eta 5h52m
[674200] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1975 fov-steps/s eta 5h51m
[674220] phase C T=8 real=0.20 loss=0.3785 lr=5.00e-05 1975 fov-steps/s eta 5h50m
[674240] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1868 fov-steps/s eta 5h55m
[674260] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 5h53m
[674280] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1976 fov-steps/s eta 5h52m
[674300] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1974 fov-steps/s eta 5h50m
[674320] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1977 fov-steps/s eta 5h50m
[674340] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1868 fov-steps/s eta 5h55m
[674360] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1980 fov-steps/s eta 5h52m
[674380] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1974 fov-steps/s eta 5h51m
[674400] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1975 fov-steps/s eta 5h50m
[674420] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1975 fov-steps/s eta 5h49m
[674440] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1920 fov-steps/s eta 5h52m
[674460] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1914 fov-steps/s eta 5h54m
[674480] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1977 fov-steps/s eta 5h52m
[674500] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1976 fov-steps/s eta 5h50m
[674520] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1975 fov-steps/s eta 5h49m
[674540] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1974 fov-steps/s eta 5h49m
[674560] phase C T=8 real=0.20 loss=0.3768 lr=5.00e-05 1859 fov-steps/s eta 5h54m
[674580] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1956 fov-steps/s eta 5h53m
[674600] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1974 fov-steps/s eta 5h51m
[674620] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1973 fov-steps/s eta 5h50m
[674640] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1974 fov-steps/s eta 5h49m
[674660] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1844 fov-steps/s eta 5h55m
[674680] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1974 fov-steps/s eta 5h53m
[674700] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1977 fov-steps/s eta 5h51m
[674720] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 5h49m
[674740] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1975 fov-steps/s eta 5h48m
[674760] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1935 fov-steps/s eta 5h50m
[674780] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1907 fov-steps/s eta 5h52m
[674800] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1974 fov-steps/s eta 5h50m
[674820] phase C T=8 real=0.20 loss=0.3788 lr=5.00e-05 1974 fov-steps/s eta 5h49m
[674840] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1973 fov-steps/s eta 5h48m
[674860] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1975 fov-steps/s eta 5h47m
[674880] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1893 fov-steps/s eta 5h51m
[674900] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1978 fov-steps/s eta 5h49m
[674920] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1977 fov-steps/s eta 5h48m
[674940] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1975 fov-steps/s eta 5h47m
[674960] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1974 fov-steps/s eta 5h47m
[674980] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1852 fov-steps/s eta 5h53m
[675000] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1979 fov-steps/s eta 5h50m
[ckpt] /root/surf/ffn_run6/ckpt_675000.pt
[val 675000] NERL all=0.3976 (real=0.3976 synth=0.0831) | merge all=0.112 (real=0.1042 blind=0.1163) inst=171 | best_nerl=0.4187 best_realmerge=0.0521 (137s)
[val 675000] movement: panel_1step=0.0409 mean_steps=529.36 core_1step=0.3077
[val 675000] CORE (unlabelled target regime): score=0.0258 cov=0.289 inst=13 valid=0.769 | best_core=0.04247
[675020] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1988 fov-steps/s eta 5h48m
[675040] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1963 fov-steps/s eta 5h48m
[675060] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1972 fov-steps/s eta 5h47m
[675080] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1867 fov-steps/s eta 5h52m
[675100] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1928 fov-steps/s eta 5h52m
[675120] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1989 fov-steps/s eta 5h49m
[675140] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1987 fov-steps/s eta 5h47m
[675160] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1986 fov-steps/s eta 5h46m
[675180] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1946 fov-steps/s eta 5h47m
[675200] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1890 fov-steps/s eta 5h50m
[675220] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1979 fov-steps/s eta 5h48m
[675240] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1983 fov-steps/s eta 5h47m
[675260] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1979 fov-steps/s eta 5h46m
[675280] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1985 fov-steps/s eta 5h44m
[675300] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1854 fov-steps/s eta 5h51m
[675320] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1981 fov-steps/s eta 5h48m
[675340] phase C T=8 real=0.20 loss=0.3791 lr=5.00e-05 1981 fov-steps/s eta 5h46m
[675360] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1979 fov-steps/s eta 5h45m
[675380] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1968 fov-steps/s eta 5h45m
[675400] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1851 fov-steps/s eta 5h51m
[675420] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1962 fov-steps/s eta 5h49m
[675440] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1980 fov-steps/s eta 5h47m
[675460] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1978 fov-steps/s eta 5h46m
[675480] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1978 fov-steps/s eta 5h45m
[675500] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1942 fov-steps/s eta 5h46m
[675520] phase C T=8 real=0.20 loss=0.3747 lr=5.00e-05 1881 fov-steps/s eta 5h50m
[675540] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1979 fov-steps/s eta 5h48m
[675560] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1979 fov-steps/s eta 5h46m
[675580] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1976 fov-steps/s eta 5h45m
[675600] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1978 fov-steps/s eta 5h44m
[675620] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1866 fov-steps/s eta 5h49m
[675640] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1974 fov-steps/s eta 5h47m
[675660] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1973 fov-steps/s eta 5h46m
[675680] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 5h44m
[675700] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1976 fov-steps/s eta 5h44m
[675720] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1856 fov-steps/s eta 5h49m
[675740] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1967 fov-steps/s eta 5h48m
[675760] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1976 fov-steps/s eta 5h46m
[675780] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1976 fov-steps/s eta 5h44m
[675800] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1974 fov-steps/s eta 5h44m
[675820] phase C T=8 real=0.20 loss=0.3757 lr=5.00e-05 1935 fov-steps/s eta 5h45m
[675840] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1893 fov-steps/s eta 5h48m
[675860] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1976 fov-steps/s eta 5h46m
[675880] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1976 fov-steps/s eta 5h45m
[675900] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1969 fov-steps/s eta 5h44m
[675920] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1973 fov-steps/s eta 5h43m
[675940] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1847 fov-steps/s eta 5h49m
[675960] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1975 fov-steps/s eta 5h47m
[675980] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1972 fov-steps/s eta 5h45m
[676000] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1978 fov-steps/s eta 5h43m
[676020] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1976 fov-steps/s eta 5h43m
[676040] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1844 fov-steps/s eta 5h49m
[676060] phase C T=8 real=0.20 loss=0.3971 lr=5.00e-05 1974 fov-steps/s eta 5h46m
[676080] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1975 fov-steps/s eta 5h44m
[676100] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1977 fov-steps/s eta 5h43m
[676120] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1974 fov-steps/s eta 5h42m
[676140] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1931 fov-steps/s eta 5h44m
[676160] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1874 fov-steps/s eta 5h48m
[676180] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1976 fov-steps/s eta 5h46m
[676200] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1972 fov-steps/s eta 5h44m
[676220] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1975 fov-steps/s eta 5h43m
[676240] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1977 fov-steps/s eta 5h42m
[676260] phase C T=8 real=0.20 loss=0.3770 lr=5.00e-05 1802 fov-steps/s eta 5h50m
[676280] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1971 fov-steps/s eta 5h47m
[676300] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1973 fov-steps/s eta 5h45m
[676320] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 5h43m
[676340] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1976 fov-steps/s eta 5h42m
[676360] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1841 fov-steps/s eta 5h48m
[676380] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 5h45m
[676400] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1977 fov-steps/s eta 5h43m
[676420] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1970 fov-steps/s eta 5h42m
[676440] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1974 fov-steps/s eta 5h41m
[676460] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1874 fov-steps/s eta 5h46m
[676480] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1953 fov-steps/s eta 5h45m
[676500] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1972 fov-steps/s eta 5h43m
[676520] phase C T=8 real=0.20 loss=0.3951 lr=5.00e-05 1974 fov-steps/s eta 5h42m
[676540] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1964 fov-steps/s eta 5h41m
[676560] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1920 fov-steps/s eta 5h43m
[676580] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1877 fov-steps/s eta 5h47m
[676600] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1973 fov-steps/s eta 5h44m
[676620] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1975 fov-steps/s eta 5h42m
[676640] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1973 fov-steps/s eta 5h41m
[676660] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1972 fov-steps/s eta 5h40m
[676680] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1840 fov-steps/s eta 5h47m
[676700] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1959 fov-steps/s eta 5h45m
[676720] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1976 fov-steps/s eta 5h42m
[676740] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1974 fov-steps/s eta 5h41m
[676760] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1973 fov-steps/s eta 5h40m
[676780] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1875 fov-steps/s eta 5h44m
[676800] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1977 fov-steps/s eta 5h42m
[676820] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1976 fov-steps/s eta 5h41m
[676840] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1974 fov-steps/s eta 5h40m
[676860] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1976 fov-steps/s eta 5h39m
[676880] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1927 fov-steps/s eta 5h41m
[676900] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1907 fov-steps/s eta 5h43m
[676920] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1980 fov-steps/s eta 5h41m
[676940] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1974 fov-steps/s eta 5h40m
[676960] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1976 fov-steps/s eta 5h39m
[676980] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1977 fov-steps/s eta 5h38m
[677000] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1853 fov-steps/s eta 5h44m
[677020] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1975 fov-steps/s eta 5h41m
[677040] phase C T=8 real=0.20 loss=0.3790 lr=5.00e-05 1972 fov-steps/s eta 5h40m
[677060] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 5h39m
[677080] phase C T=8 real=0.20 loss=0.3759 lr=5.00e-05 1974 fov-steps/s eta 5h38m
[677100] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1907 fov-steps/s eta 5h41m
[677120] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1977 fov-steps/s eta 5h39m
[677140] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1976 fov-steps/s eta 5h38m
[677160] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1973 fov-steps/s eta 5h37m
[677180] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1975 fov-steps/s eta 5h37m
[677200] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1901 fov-steps/s eta 5h40m
[677220] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1933 fov-steps/s eta 5h41m
[677240] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1977 fov-steps/s eta 5h39m
[677260] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1977 fov-steps/s eta 5h38m
[677280] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1972 fov-steps/s eta 5h37m
[677300] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1977 fov-steps/s eta 5h36m
[677320] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1851 fov-steps/s eta 5h42m
[677340] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1976 fov-steps/s eta 5h40m
[677360] phase C T=8 real=0.20 loss=0.3786 lr=5.00e-05 1965 fov-steps/s eta 5h39m
[677380] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1973 fov-steps/s eta 5h38m
[677400] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1971 fov-steps/s eta 5h37m
[677420] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1860 fov-steps/s eta 5h42m
[677440] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1974 fov-steps/s eta 5h40m
[677460] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1973 fov-steps/s eta 5h38m
[677480] phase C T=8 real=0.20 loss=0.3795 lr=5.00e-05 1973 fov-steps/s eta 5h37m
[677500] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1974 fov-steps/s eta 5h36m
[677520] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1910 fov-steps/s eta 5h39m
[677540] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1932 fov-steps/s eta 5h40m
[677560] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1972 fov-steps/s eta 5h38m
[677580] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1973 fov-steps/s eta 5h37m
[677600] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1975 fov-steps/s eta 5h36m
[677620] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1971 fov-steps/s eta 5h35m
[677640] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1873 fov-steps/s eta 5h40m
[677660] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1974 fov-steps/s eta 5h38m
[677680] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1975 fov-steps/s eta 5h37m
[677700] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1972 fov-steps/s eta 5h36m
[677720] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1974 fov-steps/s eta 5h35m
[677740] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1858 fov-steps/s eta 5h41m
[677760] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1975 fov-steps/s eta 5h38m
[677780] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 5h37m
[677800] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1976 fov-steps/s eta 5h35m
[677820] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1974 fov-steps/s eta 5h35m
[677840] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1913 fov-steps/s eta 5h37m
[677860] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1906 fov-steps/s eta 5h39m
[677880] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1975 fov-steps/s eta 5h37m
[677900] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1971 fov-steps/s eta 5h36m
[677920] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1974 fov-steps/s eta 5h35m
[677940] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1974 fov-steps/s eta 5h34m
[677960] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1840 fov-steps/s eta 5h41m
[677980] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1974 fov-steps/s eta 5h38m
[678000] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1977 fov-steps/s eta 5h36m
[678020] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1930 fov-steps/s eta 5h37m
[678040] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1972 fov-steps/s eta 5h36m
[678060] phase C T=8 real=0.20 loss=0.3711 lr=5.00e-05 1852 fov-steps/s eta 5h41m
[678080] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1978 fov-steps/s eta 5h38m
[678100] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1973 fov-steps/s eta 5h36m
[678120] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1975 fov-steps/s eta 5h35m
[678140] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1976 fov-steps/s eta 5h34m
[678160] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1880 fov-steps/s eta 5h38m
[678180] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1935 fov-steps/s eta 5h38m
[678200] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1974 fov-steps/s eta 5h36m
[678220] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1978 fov-steps/s eta 5h34m
[678240] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1976 fov-steps/s eta 5h33m
[678260] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1975 fov-steps/s eta 5h32m
[678280] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1857 fov-steps/s eta 5h38m
[678300] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1980 fov-steps/s eta 5h36m
[678320] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1979 fov-steps/s eta 5h34m
[678340] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1979 fov-steps/s eta 5h33m
[678360] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1976 fov-steps/s eta 5h32m
[678380] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1861 fov-steps/s eta 5h37m
[678400] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1975 fov-steps/s eta 5h35m
[678420] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1976 fov-steps/s eta 5h34m
[678440] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1978 fov-steps/s eta 5h32m
[678460] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1976 fov-steps/s eta 5h32m
[678480] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1899 fov-steps/s eta 5h35m
[678500] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1926 fov-steps/s eta 5h36m
[678520] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1976 fov-steps/s eta 5h34m
[678540] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1980 fov-steps/s eta 5h32m
[678560] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1976 fov-steps/s eta 5h32m
[678580] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1975 fov-steps/s eta 5h31m
[678600] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1855 fov-steps/s eta 5h37m
[678620] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1980 fov-steps/s eta 5h34m
[678640] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1970 fov-steps/s eta 5h33m
[678660] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1975 fov-steps/s eta 5h32m
[678680] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1969 fov-steps/s eta 5h31m
[678700] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1842 fov-steps/s eta 5h37m
[678720] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1978 fov-steps/s eta 5h35m
[678740] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 5h33m
[678760] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1977 fov-steps/s eta 5h31m
[678780] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 5h31m
[678800] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1894 fov-steps/s eta 5h34m
[678820] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1944 fov-steps/s eta 5h34m
[678840] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1975 fov-steps/s eta 5h32m
[678860] phase C T=8 real=0.20 loss=0.3777 lr=5.00e-05 1975 fov-steps/s eta 5h31m
[678880] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1969 fov-steps/s eta 5h31m
[678900] phase C T=8 real=0.20 loss=0.3775 lr=5.00e-05 1967 fov-steps/s eta 5h30m
[678920] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1827 fov-steps/s eta 5h37m
[678940] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1979 fov-steps/s eta 5h34m
[678960] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1977 fov-steps/s eta 5h32m
[678980] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1976 fov-steps/s eta 5h31m
[679000] phase C T=8 real=0.20 loss=0.3749 lr=5.00e-05 1975 fov-steps/s eta 5h30m
[679020] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1860 fov-steps/s eta 5h35m
[679040] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1979 fov-steps/s eta 5h33m
[679060] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1973 fov-steps/s eta 5h31m
[679080] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1975 fov-steps/s eta 5h30m
[679100] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1976 fov-steps/s eta 5h29m
[679120] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1870 fov-steps/s eta 5h34m
[679140] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1979 fov-steps/s eta 5h32m
[679160] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1973 fov-steps/s eta 5h30m
[679180] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1975 fov-steps/s eta 5h29m
[679200] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1977 fov-steps/s eta 5h28m
[679220] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1970 fov-steps/s eta 5h28m
[679240] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1894 fov-steps/s eta 5h32m
[679260] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1974 fov-steps/s eta 5h30m
[679280] phase C T=8 real=0.20 loss=0.3993 lr=5.00e-05 1976 fov-steps/s eta 5h29m
[679300] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1972 fov-steps/s eta 5h28m
[679320] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1974 fov-steps/s eta 5h28m
[679340] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1865 fov-steps/s eta 5h33m
[679360] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1975 fov-steps/s eta 5h31m
[679380] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1975 fov-steps/s eta 5h29m
[679400] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1975 fov-steps/s eta 5h28m
[679420] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1971 fov-steps/s eta 5h28m
[679440] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1874 fov-steps/s eta 5h32m
[679460] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1977 fov-steps/s eta 5h30m
[679480] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1978 fov-steps/s eta 5h29m
[679500] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1974 fov-steps/s eta 5h28m
[679520] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1977 fov-steps/s eta 5h27m
[679540] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1918 fov-steps/s eta 5h29m
[679560] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1920 fov-steps/s eta 5h31m
[679580] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1974 fov-steps/s eta 5h29m
[679600] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1962 fov-steps/s eta 5h29m
[679620] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1958 fov-steps/s eta 5h28m
[679640] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1958 fov-steps/s eta 5h28m
[679660] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1873 fov-steps/s eta 5h32m
[679680] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1961 fov-steps/s eta 5h31m
[679700] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1953 fov-steps/s eta 5h30m
[679720] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1945 fov-steps/s eta 5h30m
[679740] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1949 fov-steps/s eta 5h30m
[679760] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1867 fov-steps/s eta 5h34m
[679780] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1935 fov-steps/s eta 5h33m
[679800] phase C T=8 real=0.20 loss=0.3941 lr=5.00e-05 1946 fov-steps/s eta 5h32m
[679820] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1962 fov-steps/s eta 5h30m
[679840] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1959 fov-steps/s eta 5h29m
[679860] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1962 fov-steps/s eta 5h28m
[679880] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1851 fov-steps/s eta 5h33m
[679900] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1955 fov-steps/s eta 5h31m
[679920] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1962 fov-steps/s eta 5h30m
[679940] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1947 fov-steps/s eta 5h29m
[679960] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1965 fov-steps/s eta 5h28m
[679980] phase C T=8 real=0.20 loss=0.3994 lr=5.00e-05 1850 fov-steps/s eta 5h33m
[680000] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1952 fov-steps/s eta 5h31m
[ckpt] /root/surf/ffn_run6/ckpt_680000.pt
[680020] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1966 fov-steps/s eta 5h29m
[680040] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1965 fov-steps/s eta 5h28m
[680060] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1970 fov-steps/s eta 5h27m
[680080] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1954 fov-steps/s eta 5h27m
[680100] phase C T=8 real=0.20 loss=0.3770 lr=5.00e-05 1883 fov-steps/s eta 5h30m
[680120] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1967 fov-steps/s eta 5h28m
[680140] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1964 fov-steps/s eta 5h27m
[680160] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1950 fov-steps/s eta 5h27m
[680180] phase C T=8 real=0.20 loss=0.3984 lr=5.00e-05 1964 fov-steps/s eta 5h26m
[680200] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1843 fov-steps/s eta 5h32m
[680220] phase C T=8 real=0.20 loss=0.3946 lr=5.00e-05 1975 fov-steps/s eta 5h29m
[680240] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 5h27m
[680260] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 5h25m
[680280] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1978 fov-steps/s eta 5h24m
[680300] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1867 fov-steps/s eta 5h29m
[680320] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1958 fov-steps/s eta 5h28m
[680340] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1975 fov-steps/s eta 5h26m
[680360] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1973 fov-steps/s eta 5h25m
[680380] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 5h24m
[680400] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1972 fov-steps/s eta 5h23m
[680420] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1896 fov-steps/s eta 5h27m
[680440] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1971 fov-steps/s eta 5h25m
[680460] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1974 fov-steps/s eta 5h24m
[680480] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1968 fov-steps/s eta 5h24m
[680500] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1975 fov-steps/s eta 5h23m
[680520] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1865 fov-steps/s eta 5h28m
[680540] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1970 fov-steps/s eta 5h26m
[680560] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1968 fov-steps/s eta 5h25m
[680580] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1975 fov-steps/s eta 5h24m
[680600] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 5h23m
[680620] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1889 fov-steps/s eta 5h26m
[680640] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1949 fov-steps/s eta 5h26m
[680660] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1964 fov-steps/s eta 5h25m
[680680] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1975 fov-steps/s eta 5h24m
[680700] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1975 fov-steps/s eta 5h23m
[680720] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1974 fov-steps/s eta 5h22m
[680740] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1879 fov-steps/s eta 5h26m
[680760] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1973 fov-steps/s eta 5h24m
[680780] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1975 fov-steps/s eta 5h23m
[680800] phase C T=8 real=0.20 loss=0.3776 lr=5.00e-05 1976 fov-steps/s eta 5h22m
[680820] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1977 fov-steps/s eta 5h21m
[680840] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1854 fov-steps/s eta 5h27m
[680860] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 5h25m
[680880] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1977 fov-steps/s eta 5h23m
[680900] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1973 fov-steps/s eta 5h22m
[680920] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1976 fov-steps/s eta 5h21m
[680940] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1906 fov-steps/s eta 5h24m
[680960] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1908 fov-steps/s eta 5h26m
[680980] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1977 fov-steps/s eta 5h24m
[681000] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1976 fov-steps/s eta 5h22m
[681020] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1975 fov-steps/s eta 5h21m
[681040] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1978 fov-steps/s eta 5h20m
[681060] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1838 fov-steps/s eta 5h27m
[681080] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1977 fov-steps/s eta 5h24m
[681100] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1976 fov-steps/s eta 5h22m
[681120] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 5h21m
[681140] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1977 fov-steps/s eta 5h20m
[681160] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1854 fov-steps/s eta 5h26m
[681180] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1968 fov-steps/s eta 5h24m
[681200] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1972 fov-steps/s eta 5h22m
[681220] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1975 fov-steps/s eta 5h21m
[681240] phase C T=8 real=0.20 loss=0.4004 lr=5.00e-05 1976 fov-steps/s eta 5h20m
[681260] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1876 fov-steps/s eta 5h24m
[681280] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1930 fov-steps/s eta 5h25m
[681300] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1977 fov-steps/s eta 5h22m
[681320] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1963 fov-steps/s eta 5h22m
[681340] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1976 fov-steps/s eta 5h20m
[681360] phase C T=8 real=0.20 loss=0.3784 lr=5.00e-05 1978 fov-steps/s eta 5h19m
[681380] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1875 fov-steps/s eta 5h24m
[681400] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1977 fov-steps/s eta 5h22m
[681420] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1978 fov-steps/s eta 5h20m
[681440] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1977 fov-steps/s eta 5h19m
[681460] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 5h18m
[681480] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1847 fov-steps/s eta 5h24m
[681500] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1972 fov-steps/s eta 5h22m
[681520] phase C T=8 real=0.20 loss=0.3784 lr=5.00e-05 1977 fov-steps/s eta 5h20m
[681540] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 5h19m
[681560] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 5h18m
[681580] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1854 fov-steps/s eta 5h24m
[681600] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1951 fov-steps/s eta 5h23m
[681620] phase C T=8 real=0.20 loss=0.3761 lr=5.00e-05 1968 fov-steps/s eta 5h21m
[681640] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1968 fov-steps/s eta 5h20m
[681660] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1843 fov-steps/s eta 5h25m
[681680] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1949 fov-steps/s eta 5h24m
[681700] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1857 fov-steps/s eta 5h27m
[681720] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1878 fov-steps/s eta 5h29m
[681740] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1849 fov-steps/s eta 5h31m
[681760] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1916 fov-steps/s eta 5h30m
[681780] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1973 fov-steps/s eta 5h25m
[681800] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1910 fov-steps/s eta 5h26m
[681820] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1907 fov-steps/s eta 5h26m
[681840] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1976 fov-steps/s eta 5h23m
[681860] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1978 fov-steps/s eta 5h20m
[681880] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1974 fov-steps/s eta 5h19m
[681900] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1977 fov-steps/s eta 5h18m
[681920] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1946 fov-steps/s eta 5h18m
[681940] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1937 fov-steps/s eta 5h19m
[681960] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1976 fov-steps/s eta 5h18m
[681980] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1962 fov-steps/s eta 5h18m
[682000] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1974 fov-steps/s eta 5h17m
[682020] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1948 fov-steps/s eta 5h17m
[682040] phase C T=8 real=0.20 loss=0.3782 lr=5.00e-05 1855 fov-steps/s eta 5h22m
[682060] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1973 fov-steps/s eta 5h20m
[682080] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1976 fov-steps/s eta 5h18m
[682100] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1977 fov-steps/s eta 5h17m
[682120] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1978 fov-steps/s eta 5h16m
[682140] phase C T=8 real=0.20 loss=0.4029 lr=5.00e-05 1855 fov-steps/s eta 5h21m
[682160] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1979 fov-steps/s eta 5h19m
[682180] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1977 fov-steps/s eta 5h17m
[682200] phase C T=8 real=0.20 loss=0.3772 lr=5.00e-05 1973 fov-steps/s eta 5h16m
[682220] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1974 fov-steps/s eta 5h16m
[682240] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1881 fov-steps/s eta 5h20m
[682260] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1957 fov-steps/s eta 5h19m
[682280] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1976 fov-steps/s eta 5h17m
[682300] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1977 fov-steps/s eta 5h16m
[682320] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1971 fov-steps/s eta 5h15m
[682340] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1963 fov-steps/s eta 5h15m
[682360] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1877 fov-steps/s eta 5h19m
[682380] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1974 fov-steps/s eta 5h18m
[682400] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1970 fov-steps/s eta 5h16m
[682420] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1974 fov-steps/s eta 5h15m
[682440] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1968 fov-steps/s eta 5h15m
[682460] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1867 fov-steps/s eta 5h20m
[682480] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1975 fov-steps/s eta 5h17m
[682500] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1978 fov-steps/s eta 5h16m
[682520] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1976 fov-steps/s eta 5h15m
[682540] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1975 fov-steps/s eta 5h14m
[682560] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1864 fov-steps/s eta 5h19m
[682580] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1968 fov-steps/s eta 5h17m
[682600] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1977 fov-steps/s eta 5h16m
[682620] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1977 fov-steps/s eta 5h14m
[682640] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1960 fov-steps/s eta 5h14m
[682660] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1935 fov-steps/s eta 5h16m
[682680] phase C T=8 real=0.20 loss=0.4005 lr=5.00e-05 1891 fov-steps/s eta 5h19m
[682700] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1978 fov-steps/s eta 5h16m
[682720] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1974 fov-steps/s eta 5h15m
[682740] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1976 fov-steps/s eta 5h14m
[682760] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1975 fov-steps/s eta 5h13m
[682780] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1861 fov-steps/s eta 5h18m
[682800] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 5h16m
[682820] phase C T=8 real=0.20 loss=0.4014 lr=5.00e-05 1977 fov-steps/s eta 5h14m
[682840] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1977 fov-steps/s eta 5h13m
[682860] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 5h13m
[682880] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1845 fov-steps/s eta 5h18m
[682900] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1982 fov-steps/s eta 5h16m
[682920] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1978 fov-steps/s eta 5h14m
[682940] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1976 fov-steps/s eta 5h13m
[682960] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1976 fov-steps/s eta 5h12m
[682980] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1937 fov-steps/s eta 5h14m
[683000] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1886 fov-steps/s eta 5h17m
[683020] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1977 fov-steps/s eta 5h15m
[683040] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1973 fov-steps/s eta 5h14m
[683060] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1974 fov-steps/s eta 5h13m
[683080] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1978 fov-steps/s eta 5h12m
[683100] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1849 fov-steps/s eta 5h17m
[683120] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1971 fov-steps/s eta 5h15m
[683140] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1976 fov-steps/s eta 5h14m
[683160] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1976 fov-steps/s eta 5h12m
[683180] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1975 fov-steps/s eta 5h12m
[683200] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1855 fov-steps/s eta 5h17m
[683220] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1977 fov-steps/s eta 5h14m
[683240] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1978 fov-steps/s eta 5h13m
[683260] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1978 fov-steps/s eta 5h12m
[683280] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1974 fov-steps/s eta 5h11m
[683300] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1892 fov-steps/s eta 5h14m
[683320] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1920 fov-steps/s eta 5h15m
[683340] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1979 fov-steps/s eta 5h13m
[683360] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1979 fov-steps/s eta 5h12m
[683380] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1974 fov-steps/s eta 5h11m
[683400] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1977 fov-steps/s eta 5h10m
[683420] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1864 fov-steps/s eta 5h15m
[683440] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1979 fov-steps/s eta 5h13m
[683460] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1977 fov-steps/s eta 5h11m
[683480] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1977 fov-steps/s eta 5h10m
[683500] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1979 fov-steps/s eta 5h10m
[683520] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1856 fov-steps/s eta 5h15m
[683540] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1975 fov-steps/s eta 5h13m
[683560] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1975 fov-steps/s eta 5h11m
[683580] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1978 fov-steps/s eta 5h10m
[683600] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1976 fov-steps/s eta 5h09m
[683620] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1907 fov-steps/s eta 5h12m
[683640] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1925 fov-steps/s eta 5h13m
[683660] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1975 fov-steps/s eta 5h11m
[683680] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1977 fov-steps/s eta 5h10m
[683700] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1975 fov-steps/s eta 5h09m
[683720] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1976 fov-steps/s eta 5h09m
[683740] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1874 fov-steps/s eta 5h13m
[683760] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1978 fov-steps/s eta 5h11m
[683780] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1978 fov-steps/s eta 5h10m
[683800] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1976 fov-steps/s eta 5h09m
[683820] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1972 fov-steps/s eta 5h08m
[683840] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1879 fov-steps/s eta 5h12m
[683860] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1976 fov-steps/s eta 5h11m
[683880] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1979 fov-steps/s eta 5h09m
[683900] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1973 fov-steps/s eta 5h08m
[683920] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1973 fov-steps/s eta 5h08m
[683940] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1886 fov-steps/s eta 5h12m
[683960] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1921 fov-steps/s eta 5h13m
[683980] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1975 fov-steps/s eta 5h11m
[684000] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 5h09m
[684020] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1974 fov-steps/s eta 5h08m
[684040] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1974 fov-steps/s eta 5h08m
[684060] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1859 fov-steps/s eta 5h13m
[684080] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1978 fov-steps/s eta 5h10m
[684100] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1977 fov-steps/s eta 5h09m
[684120] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1976 fov-steps/s eta 5h08m
[684140] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 5h07m
[684160] phase C T=8 real=0.20 loss=0.3779 lr=5.00e-05 1841 fov-steps/s eta 5h13m
[684180] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1978 fov-steps/s eta 5h10m
[684200] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 5h09m
[684220] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1977 fov-steps/s eta 5h08m
[684240] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1976 fov-steps/s eta 5h07m
[684260] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1875 fov-steps/s eta 5h11m
[684280] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1956 fov-steps/s eta 5h10m
[684300] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1979 fov-steps/s eta 5h08m
[684320] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1977 fov-steps/s eta 5h07m
[684340] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1978 fov-steps/s eta 5h06m
[684360] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1973 fov-steps/s eta 5h06m
[684380] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1883 fov-steps/s eta 5h10m
[684400] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1975 fov-steps/s eta 5h08m
[684420] phase C T=8 real=0.20 loss=0.3769 lr=5.00e-05 1980 fov-steps/s eta 5h07m
[684440] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1977 fov-steps/s eta 5h06m
[684460] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1972 fov-steps/s eta 5h05m
[684480] phase C T=8 real=0.20 loss=0.3986 lr=5.00e-05 1826 fov-steps/s eta 5h12m
[684500] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1978 fov-steps/s eta 5h09m
[684520] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1974 fov-steps/s eta 5h08m
[684540] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1972 fov-steps/s eta 5h07m
[684560] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1975 fov-steps/s eta 5h06m
[684580] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1834 fov-steps/s eta 5h12m
[684600] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1976 fov-steps/s eta 5h09m
[684620] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1965 fov-steps/s eta 5h08m
[684640] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1976 fov-steps/s eta 5h06m
[684660] phase C T=8 real=0.20 loss=0.3766 lr=5.00e-05 1971 fov-steps/s eta 5h06m
[684680] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1943 fov-steps/s eta 5h06m
[684700] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1866 fov-steps/s eta 5h11m
[684720] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1977 fov-steps/s eta 5h08m
[684740] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1979 fov-steps/s eta 5h06m
[684760] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1979 fov-steps/s eta 5h05m
[684780] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1977 fov-steps/s eta 5h04m
[684800] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1804 fov-steps/s eta 5h12m
[684820] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1978 fov-steps/s eta 5h09m
[684840] phase C T=8 real=0.20 loss=0.3982 lr=5.00e-05 1957 fov-steps/s eta 5h08m
[684860] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1948 fov-steps/s eta 5h07m
[684880] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1977 fov-steps/s eta 5h06m
[684900] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1906 fov-steps/s eta 5h08m
[684920] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1956 fov-steps/s eta 5h07m
[684940] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1972 fov-steps/s eta 5h06m
[684960] phase C T=8 real=0.20 loss=0.3933 lr=5.00e-05 1975 fov-steps/s eta 5h05m
[684980] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1976 fov-steps/s eta 5h04m
[685000] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1975 fov-steps/s eta 5h03m
[ckpt] /root/surf/ffn_run6/ckpt_685000.pt
[685020] phase C T=8 real=0.20 loss=0.3987 lr=5.00e-05 1899 fov-steps/s eta 5h06m
[685040] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1971 fov-steps/s eta 5h05m
[685060] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1971 fov-steps/s eta 5h04m
[685080] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1972 fov-steps/s eta 5h03m
[685100] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1976 fov-steps/s eta 5h03m
[685120] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1858 fov-steps/s eta 5h08m
[685140] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1972 fov-steps/s eta 5h06m
[685160] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1978 fov-steps/s eta 5h04m
[685180] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1978 fov-steps/s eta 5h03m
[685200] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1976 fov-steps/s eta 5h02m
[685220] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1876 fov-steps/s eta 5h07m
[685240] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1940 fov-steps/s eta 5h06m
[685260] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1972 fov-steps/s eta 5h05m
[685280] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1964 fov-steps/s eta 5h04m
[685300] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1973 fov-steps/s eta 5h03m
[685320] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1974 fov-steps/s eta 5h02m
[685340] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1862 fov-steps/s eta 5h07m
[685360] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1980 fov-steps/s eta 5h05m
[685380] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 5h03m
[685400] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1975 fov-steps/s eta 5h02m
[685420] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1973 fov-steps/s eta 5h02m
[685440] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1853 fov-steps/s eta 5h07m
[685460] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1973 fov-steps/s eta 5h05m
[685480] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1977 fov-steps/s eta 5h03m
[685500] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1972 fov-steps/s eta 5h02m
[685520] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1970 fov-steps/s eta 5h02m
[685540] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1912 fov-steps/s eta 5h04m
[685560] phase C T=8 real=0.20 loss=0.3790 lr=5.00e-05 1923 fov-steps/s eta 5h05m
[685580] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1978 fov-steps/s eta 5h03m
[685600] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1978 fov-steps/s eta 5h02m
[685620] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1978 fov-steps/s eta 5h01m
[685640] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1976 fov-steps/s eta 5h00m
[685660] phase C T=8 real=0.20 loss=0.3958 lr=5.00e-05 1807 fov-steps/s eta 5h08m
[685680] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1976 fov-steps/s eta 5h05m
[685700] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1977 fov-steps/s eta 5h03m
[685720] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1973 fov-steps/s eta 5h02m
[685740] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1967 fov-steps/s eta 5h01m
[685760] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1876 fov-steps/s eta 5h05m
[685780] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1978 fov-steps/s eta 5h03m
[685800] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1975 fov-steps/s eta 5h01m
[685820] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1979 fov-steps/s eta 5h00m
[685840] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1976 fov-steps/s eta 5h00m
[685860] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1923 fov-steps/s eta 5h02m
[685880] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1918 fov-steps/s eta 5h03m
[685900] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1978 fov-steps/s eta 5h01m
[685920] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1978 fov-steps/s eta 5h00m
[685940] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1964 fov-steps/s eta 5h00m
[685960] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1975 fov-steps/s eta 4h59m
[685980] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1826 fov-steps/s eta 5h06m
[686000] phase C T=8 real=0.20 loss=0.3979 lr=5.00e-05 1970 fov-steps/s eta 5h03m
[686020] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1978 fov-steps/s eta 5h01m
[686040] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1978 fov-steps/s eta 5h00m
[686060] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1976 fov-steps/s eta 4h59m
[686080] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1829 fov-steps/s eta 5h05m
[686100] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1980 fov-steps/s eta 5h03m
[686120] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1978 fov-steps/s eta 5h01m
[686140] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1978 fov-steps/s eta 4h59m
[686160] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1976 fov-steps/s eta 4h59m
[686180] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1900 fov-steps/s eta 5h01m
[686200] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1912 fov-steps/s eta 5h03m
[686220] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1976 fov-steps/s eta 5h01m
[686240] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1976 fov-steps/s eta 4h59m
[686260] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1978 fov-steps/s eta 4h58m
[686280] phase C T=8 real=0.20 loss=0.3787 lr=5.00e-05 1974 fov-steps/s eta 4h58m
[686300] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1871 fov-steps/s eta 5h02m
[686320] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1977 fov-steps/s eta 5h00m
[686340] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1975 fov-steps/s eta 4h59m
[686360] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1974 fov-steps/s eta 4h58m
[686380] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1975 fov-steps/s eta 4h57m
[686400] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1745 fov-steps/s eta 5h08m
[686420] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1979 fov-steps/s eta 5h04m
[686440] phase C T=8 real=0.20 loss=0.3998 lr=5.00e-05 1979 fov-steps/s eta 5h01m
[686460] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1978 fov-steps/s eta 4h59m
[686480] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1980 fov-steps/s eta 4h58m
[686500] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1866 fov-steps/s eta 5h02m
[686520] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1981 fov-steps/s eta 5h00m
[686540] phase C T=8 real=0.20 loss=0.3787 lr=5.00e-05 1974 fov-steps/s eta 4h58m
[686560] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1977 fov-steps/s eta 4h57m
[686580] phase C T=8 real=0.20 loss=0.3766 lr=5.00e-05 1978 fov-steps/s eta 4h56m
[686600] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1953 fov-steps/s eta 4h57m
[686620] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1888 fov-steps/s eta 5h00m
[686640] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1976 fov-steps/s eta 4h59m
[686660] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1976 fov-steps/s eta 4h57m
[686680] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1974 fov-steps/s eta 4h56m
[686700] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1976 fov-steps/s eta 4h56m
[686720] phase C T=8 real=0.20 loss=0.3785 lr=5.00e-05 1854 fov-steps/s eta 5h01m
[686740] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1974 fov-steps/s eta 4h59m
[686760] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1977 fov-steps/s eta 4h57m
[686780] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1979 fov-steps/s eta 4h56m
[686800] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1973 fov-steps/s eta 4h56m
[686820] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1834 fov-steps/s eta 5h02m
[686840] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1975 fov-steps/s eta 4h59m
[686860] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1976 fov-steps/s eta 4h57m
[686880] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1975 fov-steps/s eta 4h56m
[686900] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1914 fov-steps/s eta 4h58m
[686920] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1933 fov-steps/s eta 4h59m
[686940] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1880 fov-steps/s eta 5h02m
[686960] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1975 fov-steps/s eta 4h59m
[686980] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1974 fov-steps/s eta 4h57m
[687000] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1974 fov-steps/s eta 4h56m
[687020] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1977 fov-steps/s eta 4h55m
[687040] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1858 fov-steps/s eta 5h00m
[687060] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1976 fov-steps/s eta 4h58m
[687080] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1976 fov-steps/s eta 4h56m
[687100] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1974 fov-steps/s eta 4h55m
[687120] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1976 fov-steps/s eta 4h54m
[687140] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1863 fov-steps/s eta 4h59m
[687160] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 4h57m
[687180] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1974 fov-steps/s eta 4h56m
[687200] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1977 fov-steps/s eta 4h54m
[687220] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1977 fov-steps/s eta 4h54m
[687240] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1876 fov-steps/s eta 4h58m
[687260] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1921 fov-steps/s eta 4h58m
[687280] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1977 fov-steps/s eta 4h56m
[687300] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1977 fov-steps/s eta 4h55m
[687320] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1976 fov-steps/s eta 4h54m
[687340] phase C T=8 real=0.20 loss=0.3925 lr=5.00e-05 1977 fov-steps/s eta 4h53m
[687360] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1822 fov-steps/s eta 5h00m
[687380] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 4h57m
[687400] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1977 fov-steps/s eta 4h55m
[687420] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1978 fov-steps/s eta 4h54m
[687440] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1977 fov-steps/s eta 4h53m
[687460] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1865 fov-steps/s eta 4h57m
[687480] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1974 fov-steps/s eta 4h56m
[687500] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1976 fov-steps/s eta 4h54m
[val 687500] NERL all=0.349 (real=0.349 synth=0.0872) | merge all=0.0938 (real=0.0833 blind=0.093) inst=195 | best_nerl=0.4187 best_realmerge=0.0521 (114s)
[val 687500] movement: panel_1step=0.1179 mean_steps=392.23 core_1step=0.4286
[val 687500] CORE (unlabelled target regime): score=0.00492 cov=0.1883 inst=14 valid=0.857 | best_core=0.04247
[687520] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1987 fov-steps/s eta 4h53m
[687540] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1810 fov-steps/s eta 5h00m
[687560] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1988 fov-steps/s eta 4h56m
[687580] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1991 fov-steps/s eta 4h54m
[687600] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1987 fov-steps/s eta 4h52m
[687620] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1987 fov-steps/s eta 4h51m
[687640] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1887 fov-steps/s eta 4h55m
[687660] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1968 fov-steps/s eta 4h54m
[687680] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1983 fov-steps/s eta 4h52m
[687700] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1983 fov-steps/s eta 4h51m
[687720] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1978 fov-steps/s eta 4h51m
[687740] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1938 fov-steps/s eta 4h52m
[687760] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1885 fov-steps/s eta 4h56m
[687780] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1978 fov-steps/s eta 4h54m
[687800] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1981 fov-steps/s eta 4h52m
[687820] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1976 fov-steps/s eta 4h51m
[687840] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1980 fov-steps/s eta 4h51m
[687860] phase C T=8 real=0.20 loss=0.3770 lr=5.00e-05 1871 fov-steps/s eta 4h55m
[687880] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1976 fov-steps/s eta 4h53m
[687900] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1978 fov-steps/s eta 4h52m
[687920] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1980 fov-steps/s eta 4h51m
[687940] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1980 fov-steps/s eta 4h50m
[687960] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1849 fov-steps/s eta 4h55m
[687980] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1982 fov-steps/s eta 4h53m
[688000] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1979 fov-steps/s eta 4h52m
[688020] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1978 fov-steps/s eta 4h51m
[688040] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1976 fov-steps/s eta 4h50m
[688060] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1902 fov-steps/s eta 4h53m
[688080] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1917 fov-steps/s eta 4h54m
[688100] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1977 fov-steps/s eta 4h52m
[688120] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1978 fov-steps/s eta 4h51m
[688140] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1974 fov-steps/s eta 4h50m
[688160] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1971 fov-steps/s eta 4h50m
[688180] phase C T=8 real=0.20 loss=0.3774 lr=5.00e-05 1855 fov-steps/s eta 4h55m
[688200] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1977 fov-steps/s eta 4h52m
[688220] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1977 fov-steps/s eta 4h51m
[688240] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1974 fov-steps/s eta 4h50m
[688260] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1977 fov-steps/s eta 4h49m
[688280] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1850 fov-steps/s eta 4h54m
[688300] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1976 fov-steps/s eta 4h52m
[688320] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1974 fov-steps/s eta 4h51m
[688340] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1978 fov-steps/s eta 4h50m
[688360] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1979 fov-steps/s eta 4h49m
[688380] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1908 fov-steps/s eta 4h51m
[688400] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1916 fov-steps/s eta 4h53m
[688420] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1976 fov-steps/s eta 4h51m
[688440] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1979 fov-steps/s eta 4h49m
[688460] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 4h49m
[688480] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1975 fov-steps/s eta 4h48m
[688500] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1865 fov-steps/s eta 4h53m
[688520] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1971 fov-steps/s eta 4h51m
[688540] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1977 fov-steps/s eta 4h49m
[688560] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1973 fov-steps/s eta 4h49m
[688580] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1975 fov-steps/s eta 4h48m
[688600] phase C T=8 real=0.20 loss=0.3772 lr=5.00e-05 1850 fov-steps/s eta 4h53m
[688620] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1977 fov-steps/s eta 4h51m
[688640] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 4h49m
[688660] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1976 fov-steps/s eta 4h48m
[688680] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1978 fov-steps/s eta 4h47m
[688700] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1901 fov-steps/s eta 4h50m
[688720] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1929 fov-steps/s eta 4h51m
[688740] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1976 fov-steps/s eta 4h49m
[688760] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1972 fov-steps/s eta 4h48m
[688780] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1979 fov-steps/s eta 4h47m
[688800] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1976 fov-steps/s eta 4h47m
[688820] phase C T=8 real=0.20 loss=0.3967 lr=5.00e-05 1882 fov-steps/s eta 4h50m
[688840] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1977 fov-steps/s eta 4h49m
[688860] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1978 fov-steps/s eta 4h47m
[688880] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1976 fov-steps/s eta 4h47m
[688900] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1975 fov-steps/s eta 4h46m
[688920] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1843 fov-steps/s eta 4h52m
[688940] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1978 fov-steps/s eta 4h49m
[688960] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1977 fov-steps/s eta 4h48m
[688980] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1979 fov-steps/s eta 4h47m
[689000] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1979 fov-steps/s eta 4h46m
[689020] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1890 fov-steps/s eta 4h49m
[689040] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1941 fov-steps/s eta 4h49m
[689060] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1976 fov-steps/s eta 4h48m
[689080] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1978 fov-steps/s eta 4h46m
[689100] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1979 fov-steps/s eta 4h46m
[689120] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1940 fov-steps/s eta 4h47m
[689140] phase C T=8 real=0.20 loss=0.3750 lr=5.00e-05 1883 fov-steps/s eta 4h50m
[689160] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1980 fov-steps/s eta 4h48m
[689180] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1971 fov-steps/s eta 4h47m
[689200] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1978 fov-steps/s eta 4h46m
[689220] phase C T=8 real=0.20 loss=0.3796 lr=5.00e-05 1974 fov-steps/s eta 4h45m
[689240] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1881 fov-steps/s eta 4h49m
[689260] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1974 fov-steps/s eta 4h47m
[689280] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1975 fov-steps/s eta 4h46m
[689300] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1977 fov-steps/s eta 4h45m
[689320] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1976 fov-steps/s eta 4h44m
[689340] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1857 fov-steps/s eta 4h49m
[689360] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1965 fov-steps/s eta 4h48m
[689380] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1975 fov-steps/s eta 4h46m
[689400] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1977 fov-steps/s eta 4h45m
[689420] phase C T=8 real=0.20 loss=0.3936 lr=5.00e-05 1977 fov-steps/s eta 4h44m
[689440] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1941 fov-steps/s eta 4h45m
[689460] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1874 fov-steps/s eta 4h49m
[689480] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1968 fov-steps/s eta 4h47m
[689500] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1976 fov-steps/s eta 4h46m
[689520] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1975 fov-steps/s eta 4h45m
[689540] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1972 fov-steps/s eta 4h44m
[689560] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1836 fov-steps/s eta 4h50m
[689580] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1979 fov-steps/s eta 4h47m
[689600] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1979 fov-steps/s eta 4h45m
[689620] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1978 fov-steps/s eta 4h44m
[689640] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1975 fov-steps/s eta 4h43m
[689660] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1847 fov-steps/s eta 4h48m
[689680] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1981 fov-steps/s eta 4h46m
[689700] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 4h45m
[689720] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1977 fov-steps/s eta 4h44m
[689740] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1974 fov-steps/s eta 4h43m
[689760] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1937 fov-steps/s eta 4h44m
[689780] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1886 fov-steps/s eta 4h47m
[689800] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1974 fov-steps/s eta 4h45m
[689820] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1977 fov-steps/s eta 4h44m
[689840] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1974 fov-steps/s eta 4h43m
[689860] phase C T=8 real=0.20 loss=0.3761 lr=5.00e-05 1976 fov-steps/s eta 4h42m
[689880] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1846 fov-steps/s eta 4h47m
[689900] phase C T=8 real=0.20 loss=0.3956 lr=5.00e-05 1977 fov-steps/s eta 4h45m
[689920] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1978 fov-steps/s eta 4h44m
[689940] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1978 fov-steps/s eta 4h43m
[689960] phase C T=8 real=0.20 loss=0.3751 lr=5.00e-05 1976 fov-steps/s eta 4h42m
[689980] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1854 fov-steps/s eta 4h47m
[690000] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1976 fov-steps/s eta 4h45m
[ckpt] /root/surf/ffn_run6/ckpt_690000.pt
[690020] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1974 fov-steps/s eta 4h43m
[690040] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1979 fov-steps/s eta 4h42m
[690060] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 4h41m
[690080] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1925 fov-steps/s eta 4h43m
[690100] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1913 fov-steps/s eta 4h45m
[690120] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1976 fov-steps/s eta 4h43m
[690140] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1968 fov-steps/s eta 4h42m
[690160] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 4h41m
[690180] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1977 fov-steps/s eta 4h41m
[690200] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1871 fov-steps/s eta 4h45m
[690220] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1978 fov-steps/s eta 4h43m
[690240] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1976 fov-steps/s eta 4h42m
[690260] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1976 fov-steps/s eta 4h41m
[690280] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1976 fov-steps/s eta 4h40m
[690300] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1848 fov-steps/s eta 4h45m
[690320] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1974 fov-steps/s eta 4h43m
[690340] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1977 fov-steps/s eta 4h42m
[690360] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1978 fov-steps/s eta 4h41m
[690380] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1977 fov-steps/s eta 4h40m
[690400] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1915 fov-steps/s eta 4h42m
[690420] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1902 fov-steps/s eta 4h44m
[690440] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1979 fov-steps/s eta 4h42m
[690460] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1974 fov-steps/s eta 4h41m
[690480] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1978 fov-steps/s eta 4h40m
[690500] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1977 fov-steps/s eta 4h39m
[690520] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1854 fov-steps/s eta 4h44m
[690540] phase C T=8 real=0.20 loss=0.3780 lr=5.00e-05 1977 fov-steps/s eta 4h42m
[690560] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1980 fov-steps/s eta 4h41m
[690580] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 4h40m
[690600] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1979 fov-steps/s eta 4h39m
[690620] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1755 fov-steps/s eta 4h48m
[690640] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1973 fov-steps/s eta 4h45m
[690660] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1977 fov-steps/s eta 4h42m
[690680] phase C T=8 real=0.20 loss=0.3798 lr=5.00e-05 1979 fov-steps/s eta 4h41m
[690700] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1979 fov-steps/s eta 4h39m
[690720] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1908 fov-steps/s eta 4h42m
[690740] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1912 fov-steps/s eta 4h43m
[690760] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1979 fov-steps/s eta 4h41m
[690780] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1975 fov-steps/s eta 4h40m
[690800] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1971 fov-steps/s eta 4h39m
[690820] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1978 fov-steps/s eta 4h38m
[690840] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1854 fov-steps/s eta 4h43m
[690860] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1977 fov-steps/s eta 4h41m
[690880] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1979 fov-steps/s eta 4h39m
[690900] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1980 fov-steps/s eta 4h38m
[690920] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1976 fov-steps/s eta 4h38m
[690940] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1856 fov-steps/s eta 4h42m
[690960] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1976 fov-steps/s eta 4h40m
[690980] phase C T=8 real=0.20 loss=0.3992 lr=5.00e-05 1976 fov-steps/s eta 4h39m
[691000] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1976 fov-steps/s eta 4h38m
[691020] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1980 fov-steps/s eta 4h37m
[691040] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1865 fov-steps/s eta 4h41m
[691060] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1953 fov-steps/s eta 4h41m
[691080] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1978 fov-steps/s eta 4h39m
[691100] phase C T=8 real=0.20 loss=0.3779 lr=5.00e-05 1975 fov-steps/s eta 4h38m
[691120] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1976 fov-steps/s eta 4h37m
[691140] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1933 fov-steps/s eta 4h38m
[691160] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1910 fov-steps/s eta 4h40m
[691180] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1976 fov-steps/s eta 4h39m
[691200] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1978 fov-steps/s eta 4h37m
[691220] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1974 fov-steps/s eta 4h37m
[691240] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1976 fov-steps/s eta 4h36m
[691260] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1852 fov-steps/s eta 4h41m
[691280] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1977 fov-steps/s eta 4h39m
[691300] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1973 fov-steps/s eta 4h38m
[691320] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1976 fov-steps/s eta 4h37m
[691340] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1977 fov-steps/s eta 4h36m
[691360] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1854 fov-steps/s eta 4h41m
[691380] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1975 fov-steps/s eta 4h39m
[691400] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1977 fov-steps/s eta 4h37m
[691420] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1977 fov-steps/s eta 4h36m
[691440] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 4h35m
[691460] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1868 fov-steps/s eta 4h39m
[691480] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1920 fov-steps/s eta 4h40m
[691500] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 4h38m
[691520] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1980 fov-steps/s eta 4h37m
[691540] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1976 fov-steps/s eta 4h36m
[691560] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1977 fov-steps/s eta 4h35m
[691580] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1868 fov-steps/s eta 4h39m
[691600] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1978 fov-steps/s eta 4h37m
[691620] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1980 fov-steps/s eta 4h36m
[691640] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1981 fov-steps/s eta 4h35m
[691660] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1979 fov-steps/s eta 4h34m
[691680] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1860 fov-steps/s eta 4h39m
[691700] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1977 fov-steps/s eta 4h37m
[691720] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1978 fov-steps/s eta 4h35m
[691740] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1978 fov-steps/s eta 4h34m
[691760] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 4h34m
[691780] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1906 fov-steps/s eta 4h36m
[691800] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1922 fov-steps/s eta 4h37m
[691820] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1978 fov-steps/s eta 4h36m
[691840] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1977 fov-steps/s eta 4h35m
[691860] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1979 fov-steps/s eta 4h34m
[691880] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1978 fov-steps/s eta 4h33m
[691900] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1861 fov-steps/s eta 4h38m
[691920] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1975 fov-steps/s eta 4h36m
[691940] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1978 fov-steps/s eta 4h34m
[691960] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1972 fov-steps/s eta 4h34m
[691980] phase C T=8 real=0.20 loss=0.3768 lr=5.00e-05 1980 fov-steps/s eta 4h33m
[692000] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1863 fov-steps/s eta 4h37m
[692020] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1979 fov-steps/s eta 4h35m
[692040] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1978 fov-steps/s eta 4h34m
[692060] phase C T=8 real=0.20 loss=0.3776 lr=5.00e-05 1978 fov-steps/s eta 4h33m
[692080] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1978 fov-steps/s eta 4h32m
[692100] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1913 fov-steps/s eta 4h35m
[692120] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1926 fov-steps/s eta 4h36m
[692140] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1978 fov-steps/s eta 4h34m
[692160] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1977 fov-steps/s eta 4h33m
[692180] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1973 fov-steps/s eta 4h32m
[692200] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1976 fov-steps/s eta 4h32m
[692220] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1870 fov-steps/s eta 4h36m
[692240] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1977 fov-steps/s eta 4h34m
[692260] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1979 fov-steps/s eta 4h33m
[692280] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1977 fov-steps/s eta 4h32m
[692300] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1977 fov-steps/s eta 4h31m
[692320] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1808 fov-steps/s eta 4h38m
[692340] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1978 fov-steps/s eta 4h35m
[692360] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1979 fov-steps/s eta 4h34m
[692380] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1980 fov-steps/s eta 4h32m
[692400] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1979 fov-steps/s eta 4h31m
[692420] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1888 fov-steps/s eta 4h34m
[692440] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1957 fov-steps/s eta 4h34m
[692460] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1974 fov-steps/s eta 4h33m
[692480] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1978 fov-steps/s eta 4h31m
[692500] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1979 fov-steps/s eta 4h31m
[692520] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1952 fov-steps/s eta 4h31m
[692540] phase C T=8 real=0.20 loss=0.3954 lr=5.00e-05 1869 fov-steps/s eta 4h35m
[692560] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1978 fov-steps/s eta 4h33m
[692580] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1974 fov-steps/s eta 4h32m
[692600] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1970 fov-steps/s eta 4h31m
[692620] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1974 fov-steps/s eta 4h31m
[692640] phase C T=8 real=0.20 loss=0.3797 lr=5.00e-05 1847 fov-steps/s eta 4h35m
[692660] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1978 fov-steps/s eta 4h33m
[692680] phase C T=8 real=0.20 loss=0.3959 lr=5.00e-05 1980 fov-steps/s eta 4h32m
[692700] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1973 fov-steps/s eta 4h31m
[692720] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1979 fov-steps/s eta 4h30m
[692740] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1893 fov-steps/s eta 4h33m
[692760] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1954 fov-steps/s eta 4h32m
[692780] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1972 fov-steps/s eta 4h31m
[692800] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1980 fov-steps/s eta 4h30m
[692820] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1978 fov-steps/s eta 4h29m
[692840] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1973 fov-steps/s eta 4h29m
[692860] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1857 fov-steps/s eta 4h33m
[692880] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1977 fov-steps/s eta 4h32m
[692900] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1981 fov-steps/s eta 4h30m
[692920] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1979 fov-steps/s eta 4h29m
[692940] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1974 fov-steps/s eta 4h29m
[692960] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1869 fov-steps/s eta 4h33m
[692980] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1977 fov-steps/s eta 4h31m
[693000] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1978 fov-steps/s eta 4h30m
[693020] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1977 fov-steps/s eta 4h29m
[693040] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1977 fov-steps/s eta 4h28m
[693060] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1899 fov-steps/s eta 4h31m
[693080] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1940 fov-steps/s eta 4h31m
[693100] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1979 fov-steps/s eta 4h30m
[693120] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1977 fov-steps/s eta 4h29m
[693140] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1978 fov-steps/s eta 4h28m
[693160] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1978 fov-steps/s eta 4h27m
[693180] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1856 fov-steps/s eta 4h32m
[693200] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1976 fov-steps/s eta 4h30m
[693220] phase C T=8 real=0.20 loss=0.3968 lr=5.00e-05 1977 fov-steps/s eta 4h29m
[693240] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1977 fov-steps/s eta 4h28m
[693260] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1975 fov-steps/s eta 4h27m
[693280] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1858 fov-steps/s eta 4h32m
[693300] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1978 fov-steps/s eta 4h30m
[693320] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1973 fov-steps/s eta 4h29m
[693340] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1975 fov-steps/s eta 4h28m
[693360] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1979 fov-steps/s eta 4h27m
[693380] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1883 fov-steps/s eta 4h30m
[693400] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1960 fov-steps/s eta 4h29m
[693420] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1979 fov-steps/s eta 4h28m
[693440] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1971 fov-steps/s eta 4h27m
[693460] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1979 fov-steps/s eta 4h27m
[693480] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1979 fov-steps/s eta 4h26m
[693500] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1884 fov-steps/s eta 4h29m
[693520] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1980 fov-steps/s eta 4h28m
[693540] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1979 fov-steps/s eta 4h27m
[693560] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 4h26m
[693580] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1980 fov-steps/s eta 4h26m
[693600] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1863 fov-steps/s eta 4h30m
[693620] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1979 fov-steps/s eta 4h28m
[693640] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1979 fov-steps/s eta 4h27m
[693660] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 4h26m
[693680] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1977 fov-steps/s eta 4h25m
[693700] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1918 fov-steps/s eta 4h27m
[693720] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1922 fov-steps/s eta 4h29m
[693740] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1980 fov-steps/s eta 4h27m
[693760] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1972 fov-steps/s eta 4h26m
[693780] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1978 fov-steps/s eta 4h25m
[693800] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1977 fov-steps/s eta 4h25m
[693820] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1850 fov-steps/s eta 4h30m
[693840] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1974 fov-steps/s eta 4h28m
[693860] phase C T=8 real=0.20 loss=0.3804 lr=5.00e-05 1978 fov-steps/s eta 4h26m
[693880] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 4h25m
[693900] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1978 fov-steps/s eta 4h25m
[693920] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1851 fov-steps/s eta 4h29m
[693940] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1978 fov-steps/s eta 4h27m
[693960] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1979 fov-steps/s eta 4h26m
[693980] phase C T=8 real=0.20 loss=0.3927 lr=5.00e-05 1978 fov-steps/s eta 4h25m
[694000] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1978 fov-steps/s eta 4h24m
[694020] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1929 fov-steps/s eta 4h26m
[694040] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1929 fov-steps/s eta 4h27m
[694060] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1975 fov-steps/s eta 4h25m
[694080] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1977 fov-steps/s eta 4h24m
[694100] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1963 fov-steps/s eta 4h24m
[694120] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1975 fov-steps/s eta 4h24m
[694140] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1860 fov-steps/s eta 4h28m
[694160] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1975 fov-steps/s eta 4h26m
[694180] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1976 fov-steps/s eta 4h25m
[694200] phase C T=8 real=0.20 loss=0.3759 lr=5.00e-05 1974 fov-steps/s eta 4h24m
[694220] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1977 fov-steps/s eta 4h23m
[694240] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1836 fov-steps/s eta 4h29m
[694260] phase C T=8 real=0.20 loss=0.3750 lr=5.00e-05 1970 fov-steps/s eta 4h27m
[694280] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1975 fov-steps/s eta 4h25m
[694300] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1973 fov-steps/s eta 4h24m
[694320] phase C T=8 real=0.20 loss=0.3875 lr=5.00e-05 1977 fov-steps/s eta 4h23m
[694340] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1918 fov-steps/s eta 4h25m
[694360] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1938 fov-steps/s eta 4h25m
[694380] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1977 fov-steps/s eta 4h24m
[694400] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1977 fov-steps/s eta 4h23m
[694420] phase C T=8 real=0.20 loss=0.3775 lr=5.00e-05 1976 fov-steps/s eta 4h22m
[694440] phase C T=8 real=0.20 loss=0.3950 lr=5.00e-05 1976 fov-steps/s eta 4h22m
[694460] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1873 fov-steps/s eta 4h26m
[694480] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1974 fov-steps/s eta 4h24m
[694500] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1979 fov-steps/s eta 4h23m
[694520] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1975 fov-steps/s eta 4h22m
[694540] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1975 fov-steps/s eta 4h22m
[694560] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1858 fov-steps/s eta 4h26m
[694580] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1982 fov-steps/s eta 4h24m
[694600] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1977 fov-steps/s eta 4h23m
[694620] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1974 fov-steps/s eta 4h22m
[694640] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1977 fov-steps/s eta 4h21m
[694660] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1891 fov-steps/s eta 4h24m
[694680] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1936 fov-steps/s eta 4h25m
[694700] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1978 fov-steps/s eta 4h23m
[694720] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1979 fov-steps/s eta 4h22m
[694740] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1977 fov-steps/s eta 4h21m
[694760] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1967 fov-steps/s eta 4h21m
[694780] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1861 fov-steps/s eta 4h25m
[694800] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1978 fov-steps/s eta 4h23m
[694820] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1980 fov-steps/s eta 4h22m
[694840] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1978 fov-steps/s eta 4h21m
[694860] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1976 fov-steps/s eta 4h20m
[694880] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1798 fov-steps/s eta 4h27m
[694900] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1975 fov-steps/s eta 4h25m
[694920] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1974 fov-steps/s eta 4h23m
[694940] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1978 fov-steps/s eta 4h22m
[694960] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1978 fov-steps/s eta 4h21m
[694980] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1894 fov-steps/s eta 4h23m
[695000] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-05 1930 fov-steps/s eta 4h24m
[ckpt] /root/surf/ffn_run6/ckpt_695000.pt
[695020] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1971 fov-steps/s eta 4h22m
[695040] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1971 fov-steps/s eta 4h21m
[695060] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1977 fov-steps/s eta 4h20m
[695080] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1978 fov-steps/s eta 4h20m
[695100] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1868 fov-steps/s eta 4h23m
[695120] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1976 fov-steps/s eta 4h22m
[695140] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1977 fov-steps/s eta 4h21m
[695160] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1974 fov-steps/s eta 4h20m
[695180] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1977 fov-steps/s eta 4h19m
[695200] phase C T=8 real=0.20 loss=0.3932 lr=5.00e-05 1854 fov-steps/s eta 4h24m
[695220] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1973 fov-steps/s eta 4h22m
[695240] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1976 fov-steps/s eta 4h20m
[695260] phase C T=8 real=0.20 loss=0.3943 lr=5.00e-05 1976 fov-steps/s eta 4h19m
[695280] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1973 fov-steps/s eta 4h19m
[695300] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1877 fov-steps/s eta 4h22m
[695320] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1949 fov-steps/s eta 4h22m
[695340] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1973 fov-steps/s eta 4h20m
[695360] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1971 fov-steps/s eta 4h20m
[695380] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1969 fov-steps/s eta 4h19m
[695400] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1945 fov-steps/s eta 4h20m
[695420] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1865 fov-steps/s eta 4h23m
[695440] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1974 fov-steps/s eta 4h21m
[695460] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 4h20m
[695480] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1977 fov-steps/s eta 4h19m
[695500] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1977 fov-steps/s eta 4h18m
[695520] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1851 fov-steps/s eta 4h22m
[695540] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1977 fov-steps/s eta 4h20m
[695560] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1979 fov-steps/s eta 4h19m
[695580] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1976 fov-steps/s eta 4h18m
[695600] phase C T=8 real=0.20 loss=0.3940 lr=5.00e-05 1973 fov-steps/s eta 4h17m
[695620] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1874 fov-steps/s eta 4h21m
[695640] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1963 fov-steps/s eta 4h20m
[695660] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1975 fov-steps/s eta 4h19m
[695680] phase C T=8 real=0.20 loss=0.3790 lr=5.00e-05 1976 fov-steps/s eta 4h18m
[695700] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1975 fov-steps/s eta 4h17m
[695720] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1965 fov-steps/s eta 4h17m
[695740] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1875 fov-steps/s eta 4h20m
[695760] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1977 fov-steps/s eta 4h19m
[695780] phase C T=8 real=0.20 loss=0.3910 lr=5.00e-05 1972 fov-steps/s eta 4h18m
[695800] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1973 fov-steps/s eta 4h17m
[695820] phase C T=8 real=0.20 loss=0.3835 lr=5.00e-05 1973 fov-steps/s eta 4h17m
[695840] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1869 fov-steps/s eta 4h20m
[695860] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1976 fov-steps/s eta 4h19m
[695880] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1972 fov-steps/s eta 4h18m
[695900] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 4h17m
[695920] phase C T=8 real=0.20 loss=0.3745 lr=5.00e-05 1978 fov-steps/s eta 4h16m
[695940] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1859 fov-steps/s eta 4h20m
[695960] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1980 fov-steps/s eta 4h18m
[695980] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1977 fov-steps/s eta 4h17m
[696000] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1975 fov-steps/s eta 4h16m
[696020] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 4h15m
[696040] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1926 fov-steps/s eta 4h17m
[696060] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1893 fov-steps/s eta 4h19m
[696080] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1948 fov-steps/s eta 4h19m
[696100] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1974 fov-steps/s eta 4h17m
[696120] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1973 fov-steps/s eta 4h16m
[696140] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1975 fov-steps/s eta 4h15m
[696160] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1852 fov-steps/s eta 4h20m
[696180] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1977 fov-steps/s eta 4h18m
[696200] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1975 fov-steps/s eta 4h16m
[696220] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1977 fov-steps/s eta 4h15m
[696240] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1978 fov-steps/s eta 4h15m
[696260] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1854 fov-steps/s eta 4h19m
[696280] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1976 fov-steps/s eta 4h17m
[696300] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1977 fov-steps/s eta 4h16m
[696320] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1977 fov-steps/s eta 4h15m
[696340] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1974 fov-steps/s eta 4h14m
[696360] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1889 fov-steps/s eta 4h17m
[696380] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1923 fov-steps/s eta 4h18m
[696400] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1977 fov-steps/s eta 4h16m
[696420] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1978 fov-steps/s eta 4h15m
[696440] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1978 fov-steps/s eta 4h14m
[696460] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1977 fov-steps/s eta 4h13m
[696480] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1848 fov-steps/s eta 4h18m
[696500] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1962 fov-steps/s eta 4h17m
[696520] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1975 fov-steps/s eta 4h15m
[696540] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1968 fov-steps/s eta 4h15m
[696560] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1949 fov-steps/s eta 4h15m
[696580] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1868 fov-steps/s eta 4h18m
[696600] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1977 fov-steps/s eta 4h16m
[696620] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1975 fov-steps/s eta 4h15m
[696640] phase C T=8 real=0.20 loss=0.3891 lr=5.00e-05 1972 fov-steps/s eta 4h14m
[696660] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1975 fov-steps/s eta 4h13m
[696680] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1891 fov-steps/s eta 4h16m
[696700] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1927 fov-steps/s eta 4h16m
[696720] phase C T=8 real=0.20 loss=0.3836 lr=5.00e-05 1973 fov-steps/s eta 4h15m
[696740] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1963 fov-steps/s eta 4h14m
[696760] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1973 fov-steps/s eta 4h13m
[696780] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1974 fov-steps/s eta 4h13m
[696800] phase C T=8 real=0.20 loss=0.3748 lr=5.00e-05 1845 fov-steps/s eta 4h17m
[696820] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1975 fov-steps/s eta 4h15m
[696840] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1976 fov-steps/s eta 4h14m
[696860] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1977 fov-steps/s eta 4h13m
[696880] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 4h12m
[696900] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1856 fov-steps/s eta 4h16m
[696920] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1972 fov-steps/s eta 4h14m
[696940] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1979 fov-steps/s eta 4h13m
[696960] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1975 fov-steps/s eta 4h12m
[696980] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1978 fov-steps/s eta 4h11m
[697000] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1903 fov-steps/s eta 4h14m
[697020] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1932 fov-steps/s eta 4h14m
[697040] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1975 fov-steps/s eta 4h13m
[697060] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1978 fov-steps/s eta 4h12m
[697080] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1978 fov-steps/s eta 4h11m
[697100] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1933 fov-steps/s eta 4h12m
[697120] phase C T=8 real=0.20 loss=0.3960 lr=5.00e-05 1875 fov-steps/s eta 4h15m
[697140] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1977 fov-steps/s eta 4h13m
[697160] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 4h12m
[697180] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1975 fov-steps/s eta 4h11m
[697200] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1977 fov-steps/s eta 4h10m
[697220] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1835 fov-steps/s eta 4h15m
[697240] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1978 fov-steps/s eta 4h13m
[697260] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1977 fov-steps/s eta 4h12m
[697280] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 4h11m
[697300] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1978 fov-steps/s eta 4h10m
[697320] phase C T=8 real=0.20 loss=0.3798 lr=5.00e-05 1852 fov-steps/s eta 4h14m
[697340] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1982 fov-steps/s eta 4h12m
[697360] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1977 fov-steps/s eta 4h11m
[697380] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1975 fov-steps/s eta 4h10m
[697400] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1966 fov-steps/s eta 4h10m
[697420] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1944 fov-steps/s eta 4h11m
[697440] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1892 fov-steps/s eta 4h13m
[697460] phase C T=8 real=0.20 loss=0.3870 lr=5.00e-05 1972 fov-steps/s eta 4h12m
[697480] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1974 fov-steps/s eta 4h10m
[697500] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1974 fov-steps/s eta 4h10m
[697520] phase C T=8 real=0.20 loss=0.3724 lr=5.00e-05 1977 fov-steps/s eta 4h09m
[697540] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1843 fov-steps/s eta 4h14m
[697560] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1974 fov-steps/s eta 4h12m
[697580] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1975 fov-steps/s eta 4h10m
[697600] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1973 fov-steps/s eta 4h10m
[697620] phase C T=8 real=0.20 loss=0.3813 lr=5.00e-05 1975 fov-steps/s eta 4h09m
[697640] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1862 fov-steps/s eta 4h13m
[697660] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1977 fov-steps/s eta 4h11m
[697680] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1972 fov-steps/s eta 4h10m
[697700] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1976 fov-steps/s eta 4h09m
[697720] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1976 fov-steps/s eta 4h08m
[697740] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1912 fov-steps/s eta 4h10m
[697760] phase C T=8 real=0.20 loss=0.3938 lr=5.00e-05 1914 fov-steps/s eta 4h11m
[697780] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1971 fov-steps/s eta 4h10m
[697800] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1973 fov-steps/s eta 4h09m
[697820] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1972 fov-steps/s eta 4h08m
[697840] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1972 fov-steps/s eta 4h08m
[697860] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1834 fov-steps/s eta 4h13m
[697880] phase C T=8 real=0.20 loss=0.3808 lr=5.00e-05 1973 fov-steps/s eta 4h11m
[697900] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1975 fov-steps/s eta 4h09m
[697920] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1973 fov-steps/s eta 4h08m
[697940] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1974 fov-steps/s eta 4h08m
[697960] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1866 fov-steps/s eta 4h11m
[697980] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1972 fov-steps/s eta 4h10m
[698000] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1976 fov-steps/s eta 4h08m
[698020] phase C T=8 real=0.20 loss=0.3908 lr=5.00e-05 1971 fov-steps/s eta 4h08m
[698040] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1973 fov-steps/s eta 4h07m
[698060] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1899 fov-steps/s eta 4h09m
[698080] phase C T=8 real=0.20 loss=0.3739 lr=5.00e-05 1923 fov-steps/s eta 4h10m
[698100] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1976 fov-steps/s eta 4h09m
[698120] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1973 fov-steps/s eta 4h08m
[698140] phase C T=8 real=0.20 loss=0.3893 lr=5.00e-05 1974 fov-steps/s eta 4h07m
[698160] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1956 fov-steps/s eta 4h07m
[698180] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1860 fov-steps/s eta 4h11m
[698200] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1973 fov-steps/s eta 4h09m
[698220] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1975 fov-steps/s eta 4h08m
[698240] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1973 fov-steps/s eta 4h07m
[698260] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1977 fov-steps/s eta 4h06m
[698280] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1838 fov-steps/s eta 4h11m
[698300] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1976 fov-steps/s eta 4h09m
[698320] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1969 fov-steps/s eta 4h08m
[698340] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1973 fov-steps/s eta 4h07m
[698360] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1974 fov-steps/s eta 4h06m
[698380] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1889 fov-steps/s eta 4h09m
[698400] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1966 fov-steps/s eta 4h07m
[698420] phase C T=8 real=0.20 loss=0.3788 lr=5.00e-05 1979 fov-steps/s eta 4h06m
[698440] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1978 fov-steps/s eta 4h05m
[698460] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1976 fov-steps/s eta 4h05m
[698480] phase C T=8 real=0.20 loss=0.3860 lr=5.00e-05 1936 fov-steps/s eta 4h06m
[698500] phase C T=8 real=0.20 loss=0.3896 lr=5.00e-05 1889 fov-steps/s eta 4h08m
[698520] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1973 fov-steps/s eta 4h07m
[698540] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1975 fov-steps/s eta 4h06m
[698560] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1976 fov-steps/s eta 4h05m
[698580] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1974 fov-steps/s eta 4h04m
[698600] phase C T=8 real=0.20 loss=0.3817 lr=5.00e-05 1860 fov-steps/s eta 4h08m
[698620] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 4h07m
[698640] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1977 fov-steps/s eta 4h05m
[698660] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1976 fov-steps/s eta 4h05m
[698680] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1976 fov-steps/s eta 4h04m
[698700] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1855 fov-steps/s eta 4h08m
[698720] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1956 fov-steps/s eta 4h07m
[698740] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1976 fov-steps/s eta 4h06m
[698760] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 4h05m
[698780] phase C T=8 real=0.20 loss=0.3794 lr=5.00e-05 1971 fov-steps/s eta 4h04m
[698800] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1896 fov-steps/s eta 4h06m
[698820] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1906 fov-steps/s eta 4h08m
[698840] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1978 fov-steps/s eta 4h06m
[698860] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1975 fov-steps/s eta 4h05m
[698880] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1975 fov-steps/s eta 4h04m
[698900] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1967 fov-steps/s eta 4h03m
[698920] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1856 fov-steps/s eta 4h07m
[698940] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1976 fov-steps/s eta 4h06m
[698960] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1972 fov-steps/s eta 4h04m
[698980] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1975 fov-steps/s eta 4h03m
[699000] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1977 fov-steps/s eta 4h03m
[699020] phase C T=8 real=0.20 loss=0.3755 lr=5.00e-05 1870 fov-steps/s eta 4h06m
[699040] phase C T=8 real=0.20 loss=0.3785 lr=5.00e-05 1976 fov-steps/s eta 4h05m
[699060] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1975 fov-steps/s eta 4h04m
[699080] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1976 fov-steps/s eta 4h03m
[699100] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1976 fov-steps/s eta 4h02m
[699120] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1855 fov-steps/s eta 4h06m
[699140] phase C T=8 real=0.20 loss=0.3970 lr=5.00e-05 1965 fov-steps/s eta 4h05m
[699160] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1979 fov-steps/s eta 4h03m
[699180] phase C T=8 real=0.20 loss=0.3824 lr=5.00e-05 1980 fov-steps/s eta 4h02m
[699200] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1975 fov-steps/s eta 4h02m
[699220] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1927 fov-steps/s eta 4h03m
[699240] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1892 fov-steps/s eta 4h05m
[699260] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1977 fov-steps/s eta 4h04m
[699280] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1978 fov-steps/s eta 4h02m
[699300] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1978 fov-steps/s eta 4h02m
[699320] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1975 fov-steps/s eta 4h01m
[699340] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1847 fov-steps/s eta 4h06m
[699360] phase C T=8 real=0.20 loss=0.3962 lr=5.00e-05 1974 fov-steps/s eta 4h04m
[699380] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1968 fov-steps/s eta 4h03m
[699400] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1974 fov-steps/s eta 4h02m
[699420] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1976 fov-steps/s eta 4h01m
[699440] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1845 fov-steps/s eta 4h05m
[699460] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1972 fov-steps/s eta 4h04m
[699480] phase C T=8 real=0.20 loss=0.3881 lr=5.00e-05 1974 fov-steps/s eta 4h02m
[699500] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1975 fov-steps/s eta 4h01m
[699520] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1975 fov-steps/s eta 4h01m
[699540] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1930 fov-steps/s eta 4h02m
[699560] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1914 fov-steps/s eta 4h03m
[699580] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1974 fov-steps/s eta 4h02m
[699600] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1974 fov-steps/s eta 4h01m
[699620] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1976 fov-steps/s eta 4h00m
[699640] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1977 fov-steps/s eta 4h00m
[699660] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1843 fov-steps/s eta 4h04m
[699680] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1976 fov-steps/s eta 4h02m
[699700] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1974 fov-steps/s eta 4h01m
[699720] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1976 fov-steps/s eta 4h00m
[699740] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1975 fov-steps/s eta 4h00m
[699760] phase C T=8 real=0.20 loss=0.3776 lr=5.00e-05 1863 fov-steps/s eta 4h03m
[699780] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1976 fov-steps/s eta 4h02m
[699800] phase C T=8 real=0.20 loss=0.3965 lr=5.00e-05 1977 fov-steps/s eta 4h00m
[699820] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1976 fov-steps/s eta 4h00m
[699840] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1975 fov-steps/s eta 3h59m
[699860] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1905 fov-steps/s eta 4h01m
[699880] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1925 fov-steps/s eta 4h02m
[699900] phase C T=8 real=0.20 loss=0.3802 lr=5.00e-05 1977 fov-steps/s eta 4h00m
[699920] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1973 fov-steps/s eta 4h00m
[699940] phase C T=8 real=0.20 loss=0.3975 lr=5.00e-05 1973 fov-steps/s eta 3h59m
[699960] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1974 fov-steps/s eta 3h58m
[699980] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1865 fov-steps/s eta 4h02m
[700000] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1973 fov-steps/s eta 4h01m
[ckpt] /root/surf/ffn_run6/ckpt_700000.pt
[val 700000] NERL all=0.4017 (real=0.4017 synth=0.1009) | merge all=0.0547 (real=0.0521 blind=0.0581) inst=203 | best_nerl=0.4187 best_realmerge=0.0521 (115s)
[val 700000] movement: panel_1step=0.1429 mean_steps=372.02 core_1step=0.3077
[val 700000] CORE (unlabelled target regime): score=0.01609 cov=0.209 inst=13 valid=0.923 | best_core=0.04247
[700020] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1984 fov-steps/s eta 3h59m
[700040] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1949 fov-steps/s eta 3h59m
[700060] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1852 fov-steps/s eta 4h03m
[700080] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1990 fov-steps/s eta 4h01m
[700100] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1984 fov-steps/s eta 3h59m
[700120] phase C T=8 real=0.20 loss=0.3947 lr=5.00e-05 1985 fov-steps/s eta 3h58m
[700140] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1975 fov-steps/s eta 3h57m
[700160] phase C T=8 real=0.20 loss=0.3942 lr=5.00e-05 1859 fov-steps/s eta 4h01m
[700180] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1977 fov-steps/s eta 4h00m
[700200] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1981 fov-steps/s eta 3h58m
[700220] phase C T=8 real=0.20 loss=0.3919 lr=5.00e-05 1986 fov-steps/s eta 3h57m
[700240] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1985 fov-steps/s eta 3h56m
[700260] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1897 fov-steps/s eta 3h59m
[700280] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1944 fov-steps/s eta 3h59m
[700300] phase C T=8 real=0.20 loss=0.3803 lr=5.00e-05 1985 fov-steps/s eta 3h58m
[700320] phase C T=8 real=0.20 loss=0.3746 lr=5.00e-05 1984 fov-steps/s eta 3h57m
[700340] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1981 fov-steps/s eta 3h56m
[700360] phase C T=8 real=0.20 loss=0.3840 lr=5.00e-05 1952 fov-steps/s eta 3h57m
[700380] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1875 fov-steps/s eta 4h00m
[700400] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1983 fov-steps/s eta 3h58m
[700420] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1980 fov-steps/s eta 3h57m
[700440] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1979 fov-steps/s eta 3h56m
[700460] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1980 fov-steps/s eta 3h56m
[700480] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1847 fov-steps/s eta 4h00m
[700500] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1976 fov-steps/s eta 3h58m
[700520] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1979 fov-steps/s eta 3h57m
[700540] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1978 fov-steps/s eta 3h56m
[700560] phase C T=8 real=0.20 loss=0.3903 lr=5.00e-05 1977 fov-steps/s eta 3h56m
[700580] phase C T=8 real=0.20 loss=0.3780 lr=5.00e-05 1882 fov-steps/s eta 3h59m
[700600] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1921 fov-steps/s eta 3h59m
[700620] phase C T=8 real=0.20 loss=0.3913 lr=5.00e-05 1975 fov-steps/s eta 3h58m
[700640] phase C T=8 real=0.20 loss=0.3906 lr=5.00e-05 1979 fov-steps/s eta 3h57m
[700660] phase C T=8 real=0.20 loss=0.3764 lr=5.00e-05 1978 fov-steps/s eta 3h56m
[700680] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1977 fov-steps/s eta 3h55m
[700700] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1845 fov-steps/s eta 4h00m
[700720] phase C T=8 real=0.20 loss=0.3812 lr=5.00e-05 1977 fov-steps/s eta 3h58m
[700740] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1976 fov-steps/s eta 3h56m
[700760] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1976 fov-steps/s eta 3h56m
[700780] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1977 fov-steps/s eta 3h55m
[700800] phase C T=8 real=0.20 loss=0.3966 lr=5.00e-05 1862 fov-steps/s eta 3h59m
[700820] phase C T=8 real=0.20 loss=0.3785 lr=5.00e-05 1977 fov-steps/s eta 3h57m
[700840] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1974 fov-steps/s eta 3h56m
[700860] phase C T=8 real=0.20 loss=0.3806 lr=5.00e-05 1975 fov-steps/s eta 3h55m
[700880] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1976 fov-steps/s eta 3h54m
[700900] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1904 fov-steps/s eta 3h57m
[700920] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1921 fov-steps/s eta 3h57m
[700940] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1963 fov-steps/s eta 3h56m
[700960] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1974 fov-steps/s eta 3h55m
[700980] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1976 fov-steps/s eta 3h55m
[701000] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1973 fov-steps/s eta 3h54m
[701020] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1853 fov-steps/s eta 3h58m
[701040] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1973 fov-steps/s eta 3h56m
[701060] phase C T=8 real=0.20 loss=0.3918 lr=5.00e-05 1975 fov-steps/s eta 3h55m
[701080] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1973 fov-steps/s eta 3h54m
[701100] phase C T=8 real=0.20 loss=0.3892 lr=5.00e-05 1975 fov-steps/s eta 3h54m
[701120] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1869 fov-steps/s eta 3h57m
[701140] phase C T=8 real=0.20 loss=0.3839 lr=5.00e-05 1973 fov-steps/s eta 3h56m
[701160] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1973 fov-steps/s eta 3h55m
[701180] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1973 fov-steps/s eta 3h54m
[701200] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1975 fov-steps/s eta 3h53m
[701220] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1852 fov-steps/s eta 3h57m
[701240] phase C T=8 real=0.20 loss=0.3915 lr=5.00e-05 1973 fov-steps/s eta 3h56m
[701260] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1976 fov-steps/s eta 3h54m
[701280] phase C T=8 real=0.20 loss=0.3923 lr=5.00e-05 1976 fov-steps/s eta 3h53m
[701300] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 3h53m
[701320] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1930 fov-steps/s eta 3h54m
[701340] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1886 fov-steps/s eta 3h56m
[701360] phase C T=8 real=0.20 loss=0.3734 lr=5.00e-05 1973 fov-steps/s eta 3h55m
[701380] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1977 fov-steps/s eta 3h54m
[701400] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1974 fov-steps/s eta 3h53m
[701420] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1976 fov-steps/s eta 3h52m
[701440] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1846 fov-steps/s eta 3h56m
[701460] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1974 fov-steps/s eta 3h55m
[701480] phase C T=8 real=0.20 loss=0.3916 lr=5.00e-05 1975 fov-steps/s eta 3h53m
[701500] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1976 fov-steps/s eta 3h52m
[701520] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1977 fov-steps/s eta 3h52m
[701540] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1864 fov-steps/s eta 3h55m
[701560] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1979 fov-steps/s eta 3h54m
[701580] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1969 fov-steps/s eta 3h53m
[701600] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1967 fov-steps/s eta 3h52m
[701620] phase C T=8 real=0.20 loss=0.3935 lr=5.00e-05 1973 fov-steps/s eta 3h52m
[701640] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1938 fov-steps/s eta 3h52m
[701660] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1888 fov-steps/s eta 3h55m
[701680] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1973 fov-steps/s eta 3h53m
[701700] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1975 fov-steps/s eta 3h52m
[701720] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1976 fov-steps/s eta 3h51m
[701740] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1975 fov-steps/s eta 3h51m
[701760] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1844 fov-steps/s eta 3h55m
[701780] phase C T=8 real=0.20 loss=0.3774 lr=5.00e-05 1976 fov-steps/s eta 3h53m
[701800] phase C T=8 real=0.20 loss=0.3905 lr=5.00e-05 1971 fov-steps/s eta 3h52m
[701820] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1975 fov-steps/s eta 3h51m
[701840] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1977 fov-steps/s eta 3h50m
[701860] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1822 fov-steps/s eta 3h55m
[701880] phase C T=8 real=0.20 loss=0.3789 lr=5.00e-05 1981 fov-steps/s eta 3h53m
[701900] phase C T=8 real=0.20 loss=0.3731 lr=5.00e-05 1979 fov-steps/s eta 3h52m
[701920] phase C T=8 real=0.20 loss=0.3880 lr=5.00e-05 1974 fov-steps/s eta 3h51m
[701940] phase C T=8 real=0.20 loss=0.3821 lr=5.00e-05 1976 fov-steps/s eta 3h50m
[701960] phase C T=8 real=0.20 loss=0.3911 lr=5.00e-05 1956 fov-steps/s eta 3h50m
[701980] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1912 fov-steps/s eta 3h52m
[702000] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1974 fov-steps/s eta 3h51m
[702020] phase C T=8 real=0.20 loss=0.3846 lr=5.00e-05 1976 fov-steps/s eta 3h50m
[702040] phase C T=8 real=0.20 loss=0.3931 lr=5.00e-05 1975 fov-steps/s eta 3h49m
[702060] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1978 fov-steps/s eta 3h49m
[702080] phase C T=8 real=0.20 loss=0.3858 lr=5.00e-05 1848 fov-steps/s eta 3h53m
[702100] phase C T=8 real=0.20 loss=0.3877 lr=5.00e-05 1976 fov-steps/s eta 3h51m
[702120] phase C T=8 real=0.20 loss=0.3869 lr=5.00e-05 1978 fov-steps/s eta 3h50m
[702140] phase C T=8 real=0.20 loss=0.3807 lr=5.00e-05 1973 fov-steps/s eta 3h50m
[702160] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1975 fov-steps/s eta 3h49m
[702180] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1890 fov-steps/s eta 3h52m
[702200] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1934 fov-steps/s eta 3h52m
[702220] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1975 fov-steps/s eta 3h50m
[702240] phase C T=8 real=0.20 loss=0.3866 lr=5.00e-05 1954 fov-steps/s eta 3h50m
[702260] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1968 fov-steps/s eta 3h50m
[702280] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1975 fov-steps/s eta 3h49m
[702300] phase C T=8 real=0.20 loss=0.3930 lr=5.00e-05 1844 fov-steps/s eta 3h53m
[702320] phase C T=8 real=0.20 loss=0.3772 lr=5.00e-05 1974 fov-steps/s eta 3h51m
[702340] phase C T=8 real=0.20 loss=0.3775 lr=5.00e-05 1975 fov-steps/s eta 3h50m
[702360] phase C T=8 real=0.20 loss=0.3834 lr=5.00e-05 1977 fov-steps/s eta 3h49m
[702380] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1977 fov-steps/s eta 3h48m
[702400] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1851 fov-steps/s eta 3h52m
[702420] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1975 fov-steps/s eta 3h50m
[702440] phase C T=8 real=0.20 loss=0.3781 lr=5.00e-05 1973 fov-steps/s eta 3h49m
[702460] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1970 fov-steps/s eta 3h49m
[702480] phase C T=8 real=0.20 loss=0.3928 lr=5.00e-05 1974 fov-steps/s eta 3h48m
[702500] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1896 fov-steps/s eta 3h50m
[702520] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1926 fov-steps/s eta 3h51m
[702540] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1975 fov-steps/s eta 3h49m
[702560] phase C T=8 real=0.20 loss=0.3850 lr=5.00e-05 1973 fov-steps/s eta 3h48m
[702580] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1976 fov-steps/s eta 3h47m
[702600] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1977 fov-steps/s eta 3h47m
[702620] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1852 fov-steps/s eta 3h51m
[702640] phase C T=8 real=0.20 loss=0.3882 lr=5.00e-05 1974 fov-steps/s eta 3h49m
[702660] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1975 fov-steps/s eta 3h48m
[702680] phase C T=8 real=0.20 loss=0.3814 lr=5.00e-05 1973 fov-steps/s eta 3h47m
[702700] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1974 fov-steps/s eta 3h47m
[702720] phase C T=8 real=0.20 loss=0.3854 lr=5.00e-05 1860 fov-steps/s eta 3h50m
[702740] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1975 fov-steps/s eta 3h49m
[702760] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1976 fov-steps/s eta 3h48m
[702780] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1974 fov-steps/s eta 3h47m
[702800] phase C T=8 real=0.20 loss=0.3837 lr=5.00e-05 1975 fov-steps/s eta 3h46m
[702820] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1891 fov-steps/s eta 3h49m
[702840] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1945 fov-steps/s eta 3h49m
[702860] phase C T=8 real=0.20 loss=0.3845 lr=5.00e-05 1977 fov-steps/s eta 3h47m
[702880] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1976 fov-steps/s eta 3h46m
[702900] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1973 fov-steps/s eta 3h46m
[702920] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1954 fov-steps/s eta 3h46m
[702940] phase C T=8 real=0.20 loss=0.3944 lr=5.00e-05 1865 fov-steps/s eta 3h49m
[702960] phase C T=8 real=0.20 loss=0.3783 lr=5.00e-05 1973 fov-steps/s eta 3h48m
[702980] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1976 fov-steps/s eta 3h47m
[703000] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1977 fov-steps/s eta 3h46m
[703020] phase C T=8 real=0.20 loss=0.3757 lr=5.00e-05 1977 fov-steps/s eta 3h45m
[703040] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1847 fov-steps/s eta 3h49m
[703060] phase C T=8 real=0.20 loss=0.3857 lr=5.00e-05 1975 fov-steps/s eta 3h48m
[703080] phase C T=8 real=0.20 loss=0.3884 lr=5.00e-05 1977 fov-steps/s eta 3h46m
[703100] phase C T=8 real=0.20 loss=0.3917 lr=5.00e-05 1972 fov-steps/s eta 3h46m
[703120] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1974 fov-steps/s eta 3h45m
[703140] phase C T=8 real=0.20 loss=0.3897 lr=5.00e-05 1895 fov-steps/s eta 3h47m
[703160] phase C T=8 real=0.20 loss=0.3904 lr=5.00e-05 1945 fov-steps/s eta 3h47m
[703180] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1972 fov-steps/s eta 3h46m
[703200] phase C T=8 real=0.20 loss=0.3844 lr=5.00e-05 1973 fov-steps/s eta 3h45m
[703220] phase C T=8 real=0.20 loss=0.3775 lr=5.00e-05 1976 fov-steps/s eta 3h45m
[703240] phase C T=8 real=0.20 loss=0.3811 lr=5.00e-05 1975 fov-steps/s eta 3h44m
[703260] phase C T=8 real=0.20 loss=0.3929 lr=5.00e-05 1862 fov-steps/s eta 3h48m
[703280] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1976 fov-steps/s eta 3h46m
[703300] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1976 fov-steps/s eta 3h45m
[703320] phase C T=8 real=0.20 loss=0.3829 lr=5.00e-05 1974 fov-steps/s eta 3h44m
[703340] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1974 fov-steps/s eta 3h44m
[703360] phase C T=8 real=0.20 loss=0.3879 lr=5.00e-05 1852 fov-steps/s eta 3h48m
[703380] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1977 fov-steps/s eta 3h46m
[703400] phase C T=8 real=0.20 loss=0.3782 lr=5.00e-05 1977 fov-steps/s eta 3h45m
[703420] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1974 fov-steps/s eta 3h44m
[703440] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1973 fov-steps/s eta 3h43m
[703460] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1882 fov-steps/s eta 3h46m
[703480] phase C T=8 real=0.20 loss=0.3899 lr=5.00e-05 1943 fov-steps/s eta 3h46m
[703500] phase C T=8 real=0.20 loss=0.3823 lr=5.00e-05 1977 fov-steps/s eta 3h45m
[703520] phase C T=8 real=0.20 loss=0.3805 lr=5.00e-05 1978 fov-steps/s eta 3h44m
[703540] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1977 fov-steps/s eta 3h43m
[703560] phase C T=8 real=0.20 loss=0.3909 lr=5.00e-05 1969 fov-steps/s eta 3h43m
[703580] phase C T=8 real=0.20 loss=0.3955 lr=5.00e-05 1865 fov-steps/s eta 3h46m
[703600] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1974 fov-steps/s eta 3h45m
[703620] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1976 fov-steps/s eta 3h44m
[703640] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1974 fov-steps/s eta 3h43m
[703660] phase C T=8 real=0.20 loss=0.3934 lr=5.00e-05 1977 fov-steps/s eta 3h42m
[703680] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1861 fov-steps/s eta 3h46m
[703700] phase C T=8 real=0.20 loss=0.3952 lr=5.00e-05 1974 fov-steps/s eta 3h44m
[703720] phase C T=8 real=0.20 loss=0.3945 lr=5.00e-05 1979 fov-steps/s eta 3h43m
[703740] phase C T=8 real=0.20 loss=0.3889 lr=5.00e-05 1975 fov-steps/s eta 3h42m
[703760] phase C T=8 real=0.20 loss=0.3785 lr=5.00e-05 1979 fov-steps/s eta 3h42m
[703780] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1851 fov-steps/s eta 3h46m
[703800] phase C T=8 real=0.20 loss=0.3900 lr=5.00e-05 1973 fov-steps/s eta 3h44m
[703820] phase C T=8 real=0.20 loss=0.3822 lr=5.00e-05 1976 fov-steps/s eta 3h43m
[703840] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1976 fov-steps/s eta 3h42m
[703860] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1975 fov-steps/s eta 3h42m
[703880] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1926 fov-steps/s eta 3h43m
[703900] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1896 fov-steps/s eta 3h45m
[703920] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1976 fov-steps/s eta 3h43m
[703940] phase C T=8 real=0.20 loss=0.3816 lr=5.00e-05 1975 fov-steps/s eta 3h42m
[703960] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 3h42m
[703980] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1974 fov-steps/s eta 3h41m
[704000] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1844 fov-steps/s eta 3h45m
[704020] phase C T=8 real=0.20 loss=0.3873 lr=5.00e-05 1974 fov-steps/s eta 3h43m
[704040] phase C T=8 real=0.20 loss=0.3849 lr=5.00e-05 1975 fov-steps/s eta 3h42m
[704060] phase C T=8 real=0.20 loss=0.3888 lr=5.00e-05 1969 fov-steps/s eta 3h42m
[704080] phase C T=8 real=0.20 loss=0.3832 lr=5.00e-05 1976 fov-steps/s eta 3h41m
[704100] phase C T=8 real=0.20 loss=0.3827 lr=5.00e-05 1855 fov-steps/s eta 3h44m
[704120] phase C T=8 real=0.20 loss=0.3843 lr=5.00e-05 1973 fov-steps/s eta 3h43m
[704140] phase C T=8 real=0.20 loss=0.3863 lr=5.00e-05 1977 fov-steps/s eta 3h42m
[704160] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1976 fov-steps/s eta 3h41m
[704180] phase C T=8 real=0.20 loss=0.3921 lr=5.00e-05 1977 fov-steps/s eta 3h40m
[704200] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1917 fov-steps/s eta 3h42m
[704220] phase C T=8 real=0.20 loss=0.3865 lr=5.00e-05 1914 fov-steps/s eta 3h43m
[704240] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1957 fov-steps/s eta 3h42m
[704260] phase C T=8 real=0.20 loss=0.3885 lr=5.00e-05 1978 fov-steps/s eta 3h41m
[704280] phase C T=8 real=0.20 loss=0.3887 lr=5.00e-05 1978 fov-steps/s eta 3h40m
[704300] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1975 fov-steps/s eta 3h40m
[704320] phase C T=8 real=0.20 loss=0.3842 lr=5.00e-05 1856 fov-steps/s eta 3h43m
[704340] phase C T=8 real=0.20 loss=0.3862 lr=5.00e-05 1977 fov-steps/s eta 3h42m
[704360] phase C T=8 real=0.20 loss=0.3830 lr=5.00e-05 1978 fov-steps/s eta 3h40m
[704380] phase C T=8 real=0.20 loss=0.3912 lr=5.00e-05 1978 fov-steps/s eta 3h40m
[704400] phase C T=8 real=0.20 loss=0.3895 lr=5.00e-05 1975 fov-steps/s eta 3h39m
[704420] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1833 fov-steps/s eta 3h44m
[704440] phase C T=8 real=0.20 loss=0.3864 lr=5.00e-05 1977 fov-steps/s eta 3h42m
[704460] phase C T=8 real=0.20 loss=0.3809 lr=5.00e-05 1976 fov-steps/s eta 3h40m
[704480] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1977 fov-steps/s eta 3h40m
[704500] phase C T=8 real=0.20 loss=0.3815 lr=5.00e-05 1977 fov-steps/s eta 3h39m
[704520] phase C T=8 real=0.20 loss=0.3825 lr=5.00e-05 1884 fov-steps/s eta 3h41m
[704540] phase C T=8 real=0.20 loss=0.3793 lr=5.00e-05 1948 fov-steps/s eta 3h41m
[704560] phase C T=8 real=0.20 loss=0.3729 lr=5.00e-05 1977 fov-steps/s eta 3h40m
[704580] phase C T=8 real=0.20 loss=0.3898 lr=5.00e-05 1975 fov-steps/s eta 3h39m
[704600] phase C T=8 real=0.20 loss=0.4019 lr=5.00e-05 1977 fov-steps/s eta 3h38m
[704620] phase C T=8 real=0.20 loss=0.3856 lr=5.00e-05 1971 fov-steps/s eta 3h38m
[704640] phase C T=8 real=0.20 loss=0.3799 lr=5.00e-05 1871 fov-steps/s eta 3h41m
[704660] phase C T=8 real=0.20 loss=0.3820 lr=5.00e-05 1979 fov-steps/s eta 3h40m
[704680] phase C T=8 real=0.20 loss=0.4000 lr=5.00e-05 1978 fov-steps/s eta 3h39m
[704700] phase C T=8 real=0.20 loss=0.3853 lr=5.00e-05 1978 fov-steps/s eta 3h38m
[704720] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1977 fov-steps/s eta 3h37m
[704740] phase C T=8 real=0.20 loss=0.3787 lr=5.00e-05 1844 fov-steps/s eta 3h42m
[704760] phase C T=8 real=0.20 loss=0.3874 lr=5.00e-05 1979 fov-steps/s eta 3h40m
[704780] phase C T=8 real=0.20 loss=0.3801 lr=5.00e-05 1978 fov-steps/s eta 3h39m
[704800] phase C T=8 real=0.20 loss=0.3894 lr=5.00e-05 1976 fov-steps/s eta 3h38m
[704820] phase C T=8 real=0.20 loss=0.3926 lr=5.00e-05 1979 fov-steps/s eta 3h37m
[704840] phase C T=8 real=0.20 loss=0.3948 lr=5.00e-05 1891 fov-steps/s eta 3h40m
[704860] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1940 fov-steps/s eta 3h40m
[704880] phase C T=8 real=0.20 loss=0.3883 lr=5.00e-05 1977 fov-steps/s eta 3h38m
[704900] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1954 fov-steps/s eta 3h38m
[704920] phase C T=8 real=0.20 loss=0.3872 lr=5.00e-05 1976 fov-steps/s eta 3h38m
[704940] phase C T=8 real=0.20 loss=0.3878 lr=5.00e-05 1973 fov-steps/s eta 3h37m
[704960] phase C T=8 real=0.20 loss=0.3961 lr=5.00e-05 1791 fov-steps/s eta 3h43m
[704980] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1977 fov-steps/s eta 3h40m
[705000] phase C T=8 real=0.20 loss=0.3800 lr=5.00e-05 1976 fov-steps/s eta 3h39m
[ckpt] /root/surf/ffn_run6/ckpt_705000.pt
[705020] phase C T=8 real=0.20 loss=0.3937 lr=5.00e-05 1972 fov-steps/s eta 3h38m
[705040] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1973 fov-steps/s eta 3h37m
[705060] phase C T=8 real=0.20 loss=0.3890 lr=5.00e-05 1853 fov-steps/s eta 3h41m
[705080] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1976 fov-steps/s eta 3h39m
[705100] phase C T=8 real=0.20 loss=0.3920 lr=5.00e-05 1976 fov-steps/s eta 3h38m
[705120] phase C T=8 real=0.20 loss=0.3907 lr=5.00e-05 1976 fov-steps/s eta 3h37m
[705140] phase C T=8 real=0.20 loss=0.3939 lr=5.00e-05 1975 fov-steps/s eta 3h36m
[705160] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1884 fov-steps/s eta 3h39m
[705180] phase C T=8 real=0.20 loss=0.3922 lr=5.00e-05 1961 fov-steps/s eta 3h38m
[705200] phase C T=8 real=0.20 loss=0.3953 lr=5.00e-05 1972 fov-steps/s eta 3h37m
[705220] phase C T=8 real=0.20 loss=0.3867 lr=5.00e-05 1976 fov-steps/s eta 3h36m
[705240] phase C T=8 real=0.20 loss=0.3901 lr=5.00e-05 1974 fov-steps/s eta 3h36m
[705260] phase C T=8 real=0.20 loss=0.3833 lr=5.00e-05 1945 fov-steps/s eta 3h36m
[705280] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1903 fov-steps/s eta 3h38m
[705300] phase C T=8 real=0.20 loss=0.3868 lr=5.00e-05 1972 fov-steps/s eta 3h37m
[705320] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1976 fov-steps/s eta 3h36m
[705340] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1968 fov-steps/s eta 3h36m
[705360] phase C T=8 real=0.20 loss=0.3794 lr=5.00e-05 1977 fov-steps/s eta 3h35m
[705380] phase C T=8 real=0.20 loss=0.3949 lr=5.00e-05 1881 fov-steps/s eta 3h38m
[705400] phase C T=8 real=0.20 loss=0.3969 lr=5.00e-05 1978 fov-steps/s eta 3h36m
[705420] phase C T=8 real=0.20 loss=0.3871 lr=5.00e-05 1971 fov-steps/s eta 3h36m
[705440] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1975 fov-steps/s eta 3h35m
[705460] phase C T=8 real=0.20 loss=0.3831 lr=5.00e-05 1976 fov-steps/s eta 3h34m
[705480] phase C T=8 real=0.20 loss=0.3774 lr=5.00e-05 1892 fov-steps/s eta 3h37m
[705500] phase C T=8 real=0.20 loss=0.3826 lr=5.00e-05 1975 fov-steps/s eta 3h36m
[705520] phase C T=8 real=0.20 loss=0.3841 lr=5.00e-05 1976 fov-steps/s eta 3h35m
[705540] phase C T=8 real=0.20 loss=0.3818 lr=5.00e-05 1978 fov-steps/s eta 3h34m
[705560] phase C T=8 real=0.20 loss=0.3810 lr=5.00e-05 1963 fov-steps/s eta 3h34m
[705580] phase C T=8 real=0.20 loss=0.3819 lr=5.00e-05 1947 fov-steps/s eta 3h35m
[705600] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1884 fov-steps/s eta 3h37m
[705620] phase C T=8 real=0.20 loss=0.3902 lr=5.00e-05 1975 fov-steps/s eta 3h36m
[705640] phase C T=8 real=0.20 loss=0.3876 lr=5.00e-05 1975 fov-steps/s eta 3h35m
[705660] phase C T=8 real=0.20 loss=0.3851 lr=5.00e-05 1975 fov-steps/s eta 3h34m
[705680] phase C T=8 real=0.20 loss=0.3886 lr=5.00e-05 1975 fov-steps/s eta 3h34m
[705700] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1841 fov-steps/s eta 3h38m
[705720] phase C T=8 real=0.20 loss=0.3914 lr=5.00e-05 1977 fov-steps/s eta 3h36m
[705740] phase C T=8 real=0.20 loss=0.3852 lr=5.00e-05 1976 fov-steps/s eta 3h35m
[705760] phase C T=8 real=0.20 loss=0.3847 lr=5.00e-05 1972 fov-steps/s eta 3h34m
[705780] phase C T=8 real=0.20 loss=0.3773 lr=5.00e-05 1978 fov-steps/s eta 3h33m
[705800] phase C T=8 real=0.20 loss=0.3957 lr=5.00e-05 1846 fov-steps/s eta 3h37m
[705820] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1979 fov-steps/s eta 3h35m
[705840] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1976 fov-steps/s eta 3h34m
[705860] phase C T=8 real=0.20 loss=0.3859 lr=5.00e-05 1976 fov-steps/s eta 3h33m
[705880] phase C T=8 real=0.20 loss=0.3855 lr=5.00e-05 1968 fov-steps/s eta 3h33m
[705900] phase C T=8 real=0.20 loss=0.3978 lr=5.00e-05 1919 fov-steps/s eta 3h34m
[705920] phase C T=8 real=0.20 loss=0.3792 lr=5.00e-05 1903 fov-steps/s eta 3h36m
[705940] phase C T=8 real=0.20 loss=0.3848 lr=5.00e-05 1978 fov-steps/s eta 3h34m
[705960] phase C T=8 real=0.20 loss=0.3924 lr=5.00e-05 1977 fov-steps/s eta 3h33m
[705980] phase C T=8 real=0.20 loss=0.3828 lr=5.00e-05 1977 fov-steps/s eta 3h33m
[706000] phase C T=8 real=0.20 loss=0.3861 lr=5.00e-05 1973 fov-steps/s eta 3h32m
[706020] phase C T=8 real=0.20 loss=0.3858 lr=4.99e-05 1844 fov-steps/s eta 3h36m
[706040] phase C T=8 real=0.20 loss=0.3861 lr=4.99e-05 1972 fov-steps/s eta 3h35m
[706060] phase C T=8 real=0.20 loss=0.3866 lr=4.99e-05 1978 fov-steps/s eta 3h33m
[706080] phase C T=8 real=0.20 loss=0.3868 lr=4.99e-05 1974 fov-steps/s eta 3h33m
[706100] phase C T=8 real=0.20 loss=0.3865 lr=4.99e-05 1975 fov-steps/s eta 3h32m
[706120] phase C T=8 real=0.20 loss=0.3957 lr=4.99e-05 1850 fov-steps/s eta 3h36m
[706140] phase C T=8 real=0.20 loss=0.3864 lr=4.99e-05 1980 fov-steps/s eta 3h34m
[706160] phase C T=8 real=0.20 loss=0.3799 lr=4.99e-05 1974 fov-steps/s eta 3h33m
[706180] phase C T=8 real=0.20 loss=0.3853 lr=4.99e-05 1977 fov-steps/s eta 3h32m
[706200] phase C T=8 real=0.20 loss=0.3907 lr=4.99e-05 1975 fov-steps/s eta 3h31m
[706220] phase C T=8 real=0.20 loss=0.3916 lr=4.99e-05 1927 fov-steps/s eta 3h33m
[706240] phase C T=8 real=0.20 loss=0.3920 lr=4.99e-05 1897 fov-steps/s eta 3h34m
[706260] phase C T=8 real=0.20 loss=0.3786 lr=4.99e-05 1978 fov-steps/s eta 3h33m
[706280] phase C T=8 real=0.20 loss=0.3938 lr=4.99e-05 1976 fov-steps/s eta 3h32m
[706300] phase C T=8 real=0.20 loss=0.3818 lr=4.99e-05 1975 fov-steps/s eta 3h31m
[706320] phase C T=8 real=0.20 loss=0.3842 lr=4.99e-05 1978 fov-steps/s eta 3h31m
[706340] phase C T=8 real=0.20 loss=0.3961 lr=4.99e-05 1872 fov-steps/s eta 3h34m
[706360] phase C T=8 real=0.20 loss=0.3930 lr=4.99e-05 1975 fov-steps/s eta 3h32m
[706380] phase C T=8 real=0.20 loss=0.3858 lr=4.99e-05 1969 fov-steps/s eta 3h32m
[706400] phase C T=8 real=0.20 loss=0.3874 lr=4.99e-05 1977 fov-steps/s eta 3h31m
[706420] phase C T=8 real=0.20 loss=0.3924 lr=4.99e-05 1974 fov-steps/s eta 3h30m
[706440] phase C T=8 real=0.20 loss=0.3798 lr=4.99e-05 1856 fov-steps/s eta 3h34m
[706460] phase C T=8 real=0.20 loss=0.3805 lr=4.99e-05 1980 fov-steps/s eta 3h32m
[706480] phase C T=8 real=0.20 loss=0.3781 lr=4.99e-05 1976 fov-steps/s eta 3h31m
[706500] phase C T=8 real=0.20 loss=0.3837 lr=4.99e-05 1977 fov-steps/s eta 3h30m
[706520] phase C T=8 real=0.20 loss=0.3868 lr=4.99e-05 1976 fov-steps/s eta 3h30m
[706540] phase C T=8 real=0.20 loss=0.3975 lr=4.99e-05 1943 fov-steps/s eta 3h31m
[706560] phase C T=8 real=0.20 loss=0.3837 lr=4.99e-05 1890 fov-steps/s eta 3h33m
[706580] phase C T=8 real=0.20 loss=0.3936 lr=4.99e-05 1979 fov-steps/s eta 3h31m
[706600] phase C T=8 real=0.20 loss=0.3907 lr=4.99e-05 1978 fov-steps/s eta 3h30m
[706620] phase C T=8 real=0.20 loss=0.3881 lr=4.99e-05 1978 fov-steps/s eta 3h30m
[706640] phase C T=8 real=0.20 loss=0.3858 lr=4.99e-05 1976 fov-steps/s eta 3h29m
[706660] phase C T=8 real=0.20 loss=0.3827 lr=4.99e-05 1870 fov-steps/s eta 3h32m
[706680] phase C T=8 real=0.20 loss=0.3835 lr=4.99e-05 1976 fov-steps/s eta 3h31m
[706700] phase C T=8 real=0.20 loss=0.3850 lr=4.99e-05 1978 fov-steps/s eta 3h30m
[706720] phase C T=8 real=0.20 loss=0.3873 lr=4.99e-05 1977 fov-steps/s eta 3h29m
[706740] phase C T=8 real=0.20 loss=0.3870 lr=4.99e-05 1977 fov-steps/s eta 3h29m
[706760] phase C T=8 real=0.20 loss=0.3871 lr=4.98e-05 1868 fov-steps/s eta 3h32m
[706780] phase C T=8 real=0.20 loss=0.3873 lr=4.98e-05 1973 fov-steps/s eta 3h31m
[706800] phase C T=8 real=0.20 loss=0.3852 lr=4.98e-05 1978 fov-steps/s eta 3h30m
[706820] phase C T=8 real=0.20 loss=0.3883 lr=4.98e-05 1978 fov-steps/s eta 3h29m
[706840] phase C T=8 real=0.20 loss=0.3901 lr=4.98e-05 1977 fov-steps/s eta 3h28m
[706860] phase C T=8 real=0.20 loss=0.3829 lr=4.98e-05 1936 fov-steps/s eta 3h29m
[706880] phase C T=8 real=0.20 loss=0.3962 lr=4.98e-05 1865 fov-steps/s eta 3h32m
[706900] phase C T=8 real=0.20 loss=0.3833 lr=4.98e-05 1980 fov-steps/s eta 3h31m
[706920] phase C T=8 real=0.20 loss=0.3884 lr=4.98e-05 1976 fov-steps/s eta 3h29m
[706940] phase C T=8 real=0.20 loss=0.3823 lr=4.98e-05 1975 fov-steps/s eta 3h29m
[706960] phase C T=8 real=0.20 loss=0.3867 lr=4.98e-05 1975 fov-steps/s eta 3h28m
[706980] phase C T=8 real=0.20 loss=0.3888 lr=4.98e-05 1856 fov-steps/s eta 3h32m
[707000] phase C T=8 real=0.20 loss=0.3845 lr=4.98e-05 1978 fov-steps/s eta 3h30m
[707020] phase C T=8 real=0.20 loss=0.3819 lr=4.98e-05 1974 fov-steps/s eta 3h29m
[707040] phase C T=8 real=0.20 loss=0.3788 lr=4.98e-05 1974 fov-steps/s eta 3h28m
[707060] phase C T=8 real=0.20 loss=0.3887 lr=4.98e-05 1978 fov-steps/s eta 3h28m
[707080] phase C T=8 real=0.20 loss=0.3877 lr=4.98e-05 1851 fov-steps/s eta 3h31m
[707100] phase C T=8 real=0.20 loss=0.3844 lr=4.98e-05 1975 fov-steps/s eta 3h30m
[707120] phase C T=8 real=0.20 loss=0.3809 lr=4.98e-05 1982 fov-steps/s eta 3h28m
[707140] phase C T=8 real=0.20 loss=0.3896 lr=4.98e-05 1979 fov-steps/s eta 3h28m
[707160] phase C T=8 real=0.20 loss=0.3775 lr=4.98e-05 1980 fov-steps/s eta 3h27m
[707180] phase C T=8 real=0.20 loss=0.3836 lr=4.98e-05 1930 fov-steps/s eta 3h28m
[707200] phase C T=8 real=0.20 loss=0.3847 lr=4.98e-05 1885 fov-steps/s eta 3h30m
[707220] phase C T=8 real=0.20 loss=0.3826 lr=4.98e-05 1978 fov-steps/s eta 3h29m
[707240] phase C T=8 real=0.20 loss=0.3848 lr=4.98e-05 1979 fov-steps/s eta 3h28m
[707260] phase C T=8 real=0.20 loss=0.3921 lr=4.97e-05 1976 fov-steps/s eta 3h27m
[707280] phase C T=8 real=0.20 loss=0.3854 lr=4.97e-05 1978 fov-steps/s eta 3h26m
[707300] phase C T=8 real=0.20 loss=0.3826 lr=4.97e-05 1862 fov-steps/s eta 3h30m
[707320] phase C T=8 real=0.20 loss=0.3789 lr=4.97e-05 1980 fov-steps/s eta 3h28m
[707340] phase C T=8 real=0.20 loss=0.3936 lr=4.97e-05 1980 fov-steps/s eta 3h27m
[707360] phase C T=8 real=0.20 loss=0.3747 lr=4.97e-05 1978 fov-steps/s eta 3h26m
[707380] phase C T=8 real=0.20 loss=0.3893 lr=4.97e-05 1973 fov-steps/s eta 3h26m
[707400] phase C T=8 real=0.20 loss=0.3857 lr=4.97e-05 1837 fov-steps/s eta 3h30m
[707420] phase C T=8 real=0.20 loss=0.3821 lr=4.97e-05 1975 fov-steps/s eta 3h29m
[707440] phase C T=8 real=0.20 loss=0.3878 lr=4.97e-05 1978 fov-steps/s eta 3h27m
[707460] phase C T=8 real=0.20 loss=0.3903 lr=4.97e-05 1977 fov-steps/s eta 3h26m
[707480] phase C T=8 real=0.20 loss=0.3867 lr=4.97e-05 1976 fov-steps/s eta 3h26m
[707500] phase C T=8 real=0.20 loss=0.3878 lr=4.97e-05 1894 fov-steps/s eta 3h28m
[707520] phase C T=8 real=0.20 loss=0.3844 lr=4.97e-05 1925 fov-steps/s eta 3h29m
[707540] phase C T=8 real=0.20 loss=0.3884 lr=4.97e-05 1954 fov-steps/s eta 3h28m
[707560] phase C T=8 real=0.20 loss=0.3931 lr=4.97e-05 1976 fov-steps/s eta 3h27m
[707580] phase C T=8 real=0.20 loss=0.3818 lr=4.97e-05 1978 fov-steps/s eta 3h26m
[707600] phase C T=8 real=0.20 loss=0.3891 lr=4.97e-05 1979 fov-steps/s eta 3h25m
[707620] phase C T=8 real=0.20 loss=0.3842 lr=4.97e-05 1854 fov-steps/s eta 3h29m
[707640] phase C T=8 real=0.20 loss=0.3837 lr=4.97e-05 1979 fov-steps/s eta 3h27m
[707660] phase C T=8 real=0.20 loss=0.3877 lr=4.97e-05 1978 fov-steps/s eta 3h26m
[707680] phase C T=8 real=0.20 loss=0.3847 lr=4.96e-05 1977 fov-steps/s eta 3h25m
[707700] phase C T=8 real=0.20 loss=0.3903 lr=4.96e-05 1978 fov-steps/s eta 3h25m
[707720] phase C T=8 real=0.20 loss=0.3807 lr=4.96e-05 1867 fov-steps/s eta 3h28m
[707740] phase C T=8 real=0.20 loss=0.3836 lr=4.96e-05 1976 fov-steps/s eta 3h26m
[707760] phase C T=8 real=0.20 loss=0.3923 lr=4.96e-05 1975 fov-steps/s eta 3h26m
[707780] phase C T=8 real=0.20 loss=0.3808 lr=4.96e-05 1979 fov-steps/s eta 3h25m
[707800] phase C T=8 real=0.20 loss=0.3877 lr=4.96e-05 1977 fov-steps/s eta 3h24m
[707820] phase C T=8 real=0.20 loss=0.3834 lr=4.96e-05 1890 fov-steps/s eta 3h27m
[707840] phase C T=8 real=0.20 loss=0.3872 lr=4.96e-05 1939 fov-steps/s eta 3h27m
[707860] phase C T=8 real=0.20 loss=0.3927 lr=4.96e-05 1974 fov-steps/s eta 3h26m
[707880] phase C T=8 real=0.20 loss=0.3860 lr=4.96e-05 1977 fov-steps/s eta 3h25m
[707900] phase C T=8 real=0.20 loss=0.3927 lr=4.96e-05 1976 fov-steps/s eta 3h24m
[707920] phase C T=8 real=0.20 loss=0.3837 lr=4.96e-05 1978 fov-steps/s eta 3h24m
[707940] phase C T=8 real=0.20 loss=0.3787 lr=4.96e-05 1859 fov-steps/s eta 3h27m
[707960] phase C T=8 real=0.20 loss=0.3922 lr=4.96e-05 1972 fov-steps/s eta 3h26m
[707980] phase C T=8 real=0.20 loss=0.3852 lr=4.96e-05 1977 fov-steps/s eta 3h25m
[708000] phase C T=8 real=0.20 loss=0.3780 lr=4.96e-05 1972 fov-steps/s eta 3h24m
[708020] phase C T=8 real=0.20 loss=0.3817 lr=4.96e-05 1979 fov-steps/s eta 3h23m
[708040] phase C T=8 real=0.20 loss=0.3869 lr=4.95e-05 1840 fov-steps/s eta 3h27m
[708060] phase C T=8 real=0.20 loss=0.3881 lr=4.95e-05 1975 fov-steps/s eta 3h26m
[708080] phase C T=8 real=0.20 loss=0.3781 lr=4.95e-05 1978 fov-steps/s eta 3h25m
[708100] phase C T=8 real=0.20 loss=0.3802 lr=4.95e-05 1980 fov-steps/s eta 3h24m
[708120] phase C T=8 real=0.20 loss=0.3901 lr=4.95e-05 1978 fov-steps/s eta 3h23m
[708140] phase C T=8 real=0.20 loss=0.3809 lr=4.95e-05 1913 fov-steps/s eta 3h25m
[708160] phase C T=8 real=0.20 loss=0.3787 lr=4.95e-05 1926 fov-steps/s eta 3h25m
[708180] phase C T=8 real=0.20 loss=0.3858 lr=4.95e-05 1974 fov-steps/s eta 3h24m
[708200] phase C T=8 real=0.20 loss=0.3837 lr=4.95e-05 1966 fov-steps/s eta 3h24m
[708220] phase C T=8 real=0.20 loss=0.3885 lr=4.95e-05 1977 fov-steps/s eta 3h23m
[708240] phase C T=8 real=0.20 loss=0.3816 lr=4.95e-05 1974 fov-steps/s eta 3h22m
[708260] phase C T=8 real=0.20 loss=0.3829 lr=4.95e-05 1814 fov-steps/s eta 3h27m
[708280] phase C T=8 real=0.20 loss=0.3958 lr=4.95e-05 1980 fov-steps/s eta 3h25m
[708300] phase C T=8 real=0.20 loss=0.3795 lr=4.95e-05 1978 fov-steps/s eta 3h24m
[708320] phase C T=8 real=0.20 loss=0.3891 lr=4.95e-05 1976 fov-steps/s eta 3h23m
[708340] phase C T=8 real=0.20 loss=0.3906 lr=4.95e-05 1977 fov-steps/s eta 3h22m
[708360] phase C T=8 real=0.20 loss=0.3884 lr=4.94e-05 1826 fov-steps/s eta 3h27m
[708380] phase C T=8 real=0.20 loss=0.3909 lr=4.94e-05 1975 fov-steps/s eta 3h25m
[708400] phase C T=8 real=0.20 loss=0.3894 lr=4.94e-05 1977 fov-steps/s eta 3h23m
[708420] phase C T=8 real=0.20 loss=0.3844 lr=4.94e-05 1975 fov-steps/s eta 3h23m
[708440] phase C T=8 real=0.20 loss=0.3858 lr=4.94e-05 1978 fov-steps/s eta 3h22m
[708460] phase C T=8 real=0.20 loss=0.3973 lr=4.94e-05 1927 fov-steps/s eta 3h23m
[708480] phase C T=8 real=0.20 loss=0.3813 lr=4.94e-05 1913 fov-steps/s eta 3h24m
[708500] phase C T=8 real=0.20 loss=0.3889 lr=4.94e-05 1974 fov-steps/s eta 3h23m
[708520] phase C T=8 real=0.20 loss=0.3814 lr=4.94e-05 1977 fov-steps/s eta 3h22m
[708540] phase C T=8 real=0.20 loss=0.3900 lr=4.94e-05 1974 fov-steps/s eta 3h21m
[708560] phase C T=8 real=0.20 loss=0.3816 lr=4.94e-05 1968 fov-steps/s eta 3h21m
[708580] phase C T=8 real=0.20 loss=0.3964 lr=4.94e-05 1866 fov-steps/s eta 3h24m
[708600] phase C T=8 real=0.20 loss=0.3915 lr=4.94e-05 1977 fov-steps/s eta 3h23m
[708620] phase C T=8 real=0.20 loss=0.3845 lr=4.94e-05 1974 fov-steps/s eta 3h22m
[708640] phase C T=8 real=0.20 loss=0.3933 lr=4.93e-05 1976 fov-steps/s eta 3h21m
[708660] phase C T=8 real=0.20 loss=0.3839 lr=4.93e-05 1977 fov-steps/s eta 3h21m
[708680] phase C T=8 real=0.20 loss=0.3809 lr=4.93e-05 1862 fov-steps/s eta 3h24m
[708700] phase C T=8 real=0.20 loss=0.3859 lr=4.93e-05 1975 fov-steps/s eta 3h22m
[708720] phase C T=8 real=0.20 loss=0.3858 lr=4.93e-05 1975 fov-steps/s eta 3h21m
[708740] phase C T=8 real=0.20 loss=0.3836 lr=4.93e-05 1973 fov-steps/s eta 3h21m
[708760] phase C T=8 real=0.20 loss=0.3891 lr=4.93e-05 1976 fov-steps/s eta 3h20m
[708780] phase C T=8 real=0.20 loss=0.3804 lr=4.93e-05 1898 fov-steps/s eta 3h22m
[708800] phase C T=8 real=0.20 loss=0.3846 lr=4.93e-05 1932 fov-steps/s eta 3h23m
[708820] phase C T=8 real=0.20 loss=0.3877 lr=4.93e-05 1979 fov-steps/s eta 3h21m
[708840] phase C T=8 real=0.20 loss=0.3956 lr=4.93e-05 1975 fov-steps/s eta 3h21m
[708860] phase C T=8 real=0.20 loss=0.3804 lr=4.93e-05 1961 fov-steps/s eta 3h20m
[708880] phase C T=8 real=0.20 loss=0.3915 lr=4.93e-05 1977 fov-steps/s eta 3h20m
[708900] phase C T=8 real=0.20 loss=0.3834 lr=4.93e-05 1878 fov-steps/s eta 3h22m
[708920] phase C T=8 real=0.20 loss=0.3941 lr=4.92e-05 1977 fov-steps/s eta 3h21m
[708940] phase C T=8 real=0.20 loss=0.3843 lr=4.92e-05 1977 fov-steps/s eta 3h20m
[708960] phase C T=8 real=0.20 loss=0.3834 lr=4.92e-05 1976 fov-steps/s eta 3h20m
[708980] phase C T=8 real=0.20 loss=0.3943 lr=4.92e-05 1975 fov-steps/s eta 3h19m
[709000] phase C T=8 real=0.20 loss=0.3843 lr=4.92e-05 1860 fov-steps/s eta 3h22m
[709020] phase C T=8 real=0.20 loss=0.3840 lr=4.92e-05 1981 fov-steps/s eta 3h21m
[709040] phase C T=8 real=0.20 loss=0.3854 lr=4.92e-05 1975 fov-steps/s eta 3h20m
[709060] phase C T=8 real=0.20 loss=0.3775 lr=4.92e-05 1974 fov-steps/s eta 3h19m
[709080] phase C T=8 real=0.20 loss=0.3863 lr=4.92e-05 1974 fov-steps/s eta 3h19m
[709100] phase C T=8 real=0.20 loss=0.3876 lr=4.92e-05 1921 fov-steps/s eta 3h20m
[709120] phase C T=8 real=0.20 loss=0.3848 lr=4.92e-05 1907 fov-steps/s eta 3h21m
[709140] phase C T=8 real=0.20 loss=0.3892 lr=4.92e-05 1976 fov-steps/s eta 3h20m
[709160] phase C T=8 real=0.20 loss=0.3807 lr=4.92e-05 1971 fov-steps/s eta 3h19m
[709180] phase C T=8 real=0.20 loss=0.3867 lr=4.91e-05 1976 fov-steps/s eta 3h19m
[709200] phase C T=8 real=0.20 loss=0.3858 lr=4.91e-05 1975 fov-steps/s eta 3h18m
[709220] phase C T=8 real=0.20 loss=0.3877 lr=4.91e-05 1849 fov-steps/s eta 3h22m
[709240] phase C T=8 real=0.20 loss=0.3858 lr=4.91e-05 1974 fov-steps/s eta 3h20m
[709260] phase C T=8 real=0.20 loss=0.3850 lr=4.91e-05 1973 fov-steps/s eta 3h19m
[709280] phase C T=8 real=0.20 loss=0.3874 lr=4.91e-05 1978 fov-steps/s eta 3h19m
[709300] phase C T=8 real=0.20 loss=0.3862 lr=4.91e-05 1977 fov-steps/s eta 3h18m
[709320] phase C T=8 real=0.20 loss=0.3994 lr=4.91e-05 1844 fov-steps/s eta 3h22m
[709340] phase C T=8 real=0.20 loss=0.3915 lr=4.91e-05 1972 fov-steps/s eta 3h20m
[709360] phase C T=8 real=0.20 loss=0.3848 lr=4.91e-05 1977 fov-steps/s eta 3h19m
[709380] phase C T=8 real=0.20 loss=0.3818 lr=4.91e-05 1979 fov-steps/s eta 3h18m
[709400] phase C T=8 real=0.20 loss=0.3862 lr=4.91e-05 1976 fov-steps/s eta 3h18m
[709420] phase C T=8 real=0.20 loss=0.3833 lr=4.90e-05 1886 fov-steps/s eta 3h20m
[709440] phase C T=8 real=0.20 loss=0.3955 lr=4.90e-05 1925 fov-steps/s eta 3h20m
[709460] phase C T=8 real=0.20 loss=0.3935 lr=4.90e-05 1976 fov-steps/s eta 3h19m
[709480] phase C T=8 real=0.20 loss=0.3787 lr=4.90e-05 1971 fov-steps/s eta 3h18m
[709500] phase C T=8 real=0.20 loss=0.3994 lr=4.90e-05 1972 fov-steps/s eta 3h18m
[709520] phase C T=8 real=0.20 loss=0.3822 lr=4.90e-05 1919 fov-steps/s eta 3h19m
[709540] phase C T=8 real=0.20 loss=0.3845 lr=4.90e-05 1886 fov-steps/s eta 3h21m
[709560] phase C T=8 real=0.20 loss=0.3794 lr=4.90e-05 1976 fov-steps/s eta 3h19m
[709580] phase C T=8 real=0.20 loss=0.3792 lr=4.90e-05 1978 fov-steps/s eta 3h18m
[709600] phase C T=8 real=0.20 loss=0.3861 lr=4.90e-05 1977 fov-steps/s eta 3h17m
[709620] phase C T=8 real=0.20 loss=0.3748 lr=4.90e-05 1978 fov-steps/s eta 3h16m
[709640] phase C T=8 real=0.20 loss=0.3921 lr=4.89e-05 1851 fov-steps/s eta 3h20m
[709660] phase C T=8 real=0.20 loss=0.3779 lr=4.89e-05 1975 fov-steps/s eta 3h18m
[709680] phase C T=8 real=0.20 loss=0.3864 lr=4.89e-05 1972 fov-steps/s eta 3h18m
[709700] phase C T=8 real=0.20 loss=0.3898 lr=4.89e-05 1976 fov-steps/s eta 3h17m
[709720] phase C T=8 real=0.20 loss=0.3851 lr=4.89e-05 1970 fov-steps/s eta 3h16m
[709740] phase C T=8 real=0.20 loss=0.3884 lr=4.89e-05 1875 fov-steps/s eta 3h19m
[709760] phase C T=8 real=0.20 loss=0.3848 lr=4.89e-05 1940 fov-steps/s eta 3h19m
[709780] phase C T=8 real=0.20 loss=0.3833 lr=4.89e-05 1973 fov-steps/s eta 3h18m
[709800] phase C T=8 real=0.20 loss=0.3953 lr=4.89e-05 1975 fov-steps/s eta 3h17m
[709820] phase C T=8 real=0.20 loss=0.3889 lr=4.89e-05 1973 fov-steps/s eta 3h16m
[709840] phase C T=8 real=0.20 loss=0.3828 lr=4.89e-05 1961 fov-steps/s eta 3h16m
[709860] phase C T=8 real=0.20 loss=0.3856 lr=4.88e-05 1859 fov-steps/s eta 3h19m
[709880] phase C T=8 real=0.20 loss=0.3847 lr=4.88e-05 1974 fov-steps/s eta 3h18m
[709900] phase C T=8 real=0.20 loss=0.3847 lr=4.88e-05 1975 fov-steps/s eta 3h17m
[709920] phase C T=8 real=0.20 loss=0.3882 lr=4.88e-05 1975 fov-steps/s eta 3h16m
[709940] phase C T=8 real=0.20 loss=0.3804 lr=4.88e-05 1974 fov-steps/s eta 3h15m
[709960] phase C T=8 real=0.20 loss=0.3872 lr=4.88e-05 1847 fov-steps/s eta 3h19m
[709980] phase C T=8 real=0.20 loss=0.3778 lr=4.88e-05 1975 fov-steps/s eta 3h17m
[710000] phase C T=8 real=0.20 loss=0.3828 lr=4.88e-05 1974 fov-steps/s eta 3h16m
[ckpt] /root/surf/ffn_run6/ckpt_710000.pt
[710020] phase C T=8 real=0.20 loss=0.3790 lr=4.88e-05 1973 fov-steps/s eta 3h16m
[710040] phase C T=8 real=0.20 loss=0.3846 lr=4.88e-05 1977 fov-steps/s eta 3h15m
[710060] phase C T=8 real=0.20 loss=0.3867 lr=4.87e-05 1862 fov-steps/s eta 3h18m
[710080] phase C T=8 real=0.20 loss=0.3863 lr=4.87e-05 1932 fov-steps/s eta 3h18m
[710100] phase C T=8 real=0.20 loss=0.3823 lr=4.87e-05 1975 fov-steps/s eta 3h16m
[710120] phase C T=8 real=0.20 loss=0.3850 lr=4.87e-05 1975 fov-steps/s eta 3h15m
[710140] phase C T=8 real=0.20 loss=0.3898 lr=4.87e-05 1975 fov-steps/s eta 3h15m
[710160] phase C T=8 real=0.20 loss=0.3841 lr=4.87e-05 1964 fov-steps/s eta 3h15m
[710180] phase C T=8 real=0.20 loss=0.3824 lr=4.87e-05 1853 fov-steps/s eta 3h18m
[710200] phase C T=8 real=0.20 loss=0.3909 lr=4.87e-05 1969 fov-steps/s eta 3h16m
[710220] phase C T=8 real=0.20 loss=0.3830 lr=4.87e-05 1975 fov-steps/s eta 3h15m
[710240] phase C T=8 real=0.20 loss=0.3814 lr=4.87e-05 1977 fov-steps/s eta 3h14m
[710260] phase C T=8 real=0.20 loss=0.3841 lr=4.86e-05 1975 fov-steps/s eta 3h14m
[710280] phase C T=8 real=0.20 loss=0.3850 lr=4.86e-05 1849 fov-steps/s eta 3h17m
[710300] phase C T=8 real=0.20 loss=0.3919 lr=4.86e-05 1972 fov-steps/s eta 3h16m
[710320] phase C T=8 real=0.20 loss=0.3925 lr=4.86e-05 1975 fov-steps/s eta 3h15m
[710340] phase C T=8 real=0.20 loss=0.3792 lr=4.86e-05 1973 fov-steps/s eta 3h14m
[710360] phase C T=8 real=0.20 loss=0.3912 lr=4.86e-05 1976 fov-steps/s eta 3h13m
[710380] phase C T=8 real=0.20 loss=0.3858 lr=4.86e-05 1888 fov-steps/s eta 3h16m
[710400] phase C T=8 real=0.20 loss=0.3869 lr=4.86e-05 1935 fov-steps/s eta 3h16m
[710420] phase C T=8 real=0.20 loss=0.3883 lr=4.86e-05 1975 fov-steps/s eta 3h15m
[710440] phase C T=8 real=0.20 loss=0.3841 lr=4.86e-05 1979 fov-steps/s eta 3h14m
[710460] phase C T=8 real=0.20 loss=0.3850 lr=4.85e-05 1970 fov-steps/s eta 3h13m
[710480] phase C T=8 real=0.20 loss=0.3926 lr=4.85e-05 1965 fov-steps/s eta 3h13m
[710500] phase C T=8 real=0.20 loss=0.3874 lr=4.85e-05 1847 fov-steps/s eta 3h16m
[710520] phase C T=8 real=0.20 loss=0.3893 lr=4.85e-05 1974 fov-steps/s eta 3h15m
[710540] phase C T=8 real=0.20 loss=0.3911 lr=4.85e-05 1973 fov-steps/s eta 3h14m
[710560] phase C T=8 real=0.20 loss=0.3886 lr=4.85e-05 1972 fov-steps/s eta 3h13m
[710580] phase C T=8 real=0.20 loss=0.3855 lr=4.85e-05 1975 fov-steps/s eta 3h13m
[710600] phase C T=8 real=0.20 loss=0.3903 lr=4.85e-05 1665 fov-steps/s eta 3h22m
[710620] phase C T=8 real=0.20 loss=0.3888 lr=4.85e-05 1977 fov-steps/s eta 3h18m
[710640] phase C T=8 real=0.20 loss=0.3884 lr=4.84e-05 1976 fov-steps/s eta 3h16m
[710660] phase C T=8 real=0.20 loss=0.3774 lr=4.84e-05 1978 fov-steps/s eta 3h14m
[710680] phase C T=8 real=0.20 loss=0.3868 lr=4.84e-05 1975 fov-steps/s eta 3h13m
[710700] phase C T=8 real=0.20 loss=0.3748 lr=4.84e-05 1845 fov-steps/s eta 3h16m
[710720] phase C T=8 real=0.20 loss=0.3873 lr=4.84e-05 1983 fov-steps/s eta 3h14m
[710740] phase C T=8 real=0.20 loss=0.3936 lr=4.84e-05 1979 fov-steps/s eta 3h13m
[710760] phase C T=8 real=0.20 loss=0.3817 lr=4.84e-05 1977 fov-steps/s eta 3h12m
[710780] phase C T=8 real=0.20 loss=0.3982 lr=4.84e-05 1977 fov-steps/s eta 3h12m
[710800] phase C T=8 real=0.20 loss=0.3880 lr=4.84e-05 1923 fov-steps/s eta 3h13m
[710820] phase C T=8 real=0.20 loss=0.3893 lr=4.83e-05 1895 fov-steps/s eta 3h14m
[710840] phase C T=8 real=0.20 loss=0.3853 lr=4.83e-05 1948 fov-steps/s eta 3h14m
[710860] phase C T=8 real=0.20 loss=0.3995 lr=4.83e-05 1968 fov-steps/s eta 3h13m
[710880] phase C T=8 real=0.20 loss=0.3865 lr=4.83e-05 1975 fov-steps/s eta 3h12m
[710900] phase C T=8 real=0.20 loss=0.3833 lr=4.83e-05 1976 fov-steps/s eta 3h11m
[710920] phase C T=8 real=0.20 loss=0.3853 lr=4.83e-05 1835 fov-steps/s eta 3h15m
[710940] phase C T=8 real=0.20 loss=0.3928 lr=4.83e-05 1970 fov-steps/s eta 3h14m
[710960] phase C T=8 real=0.20 loss=0.3967 lr=4.83e-05 1977 fov-steps/s eta 3h12m
[710980] phase C T=8 real=0.20 loss=0.3715 lr=4.83e-05 1970 fov-steps/s eta 3h12m
[711000] phase C T=8 real=0.20 loss=0.3891 lr=4.82e-05 1974 fov-steps/s eta 3h11m
[711020] phase C T=8 real=0.20 loss=0.3730 lr=4.82e-05 1842 fov-steps/s eta 3h14m
[711040] phase C T=8 real=0.20 loss=0.3859 lr=4.82e-05 1975 fov-steps/s eta 3h13m
[711060] phase C T=8 real=0.20 loss=0.3787 lr=4.82e-05 1971 fov-steps/s eta 3h12m
[711080] phase C T=8 real=0.20 loss=0.3843 lr=4.82e-05 1974 fov-steps/s eta 3h11m
[711100] phase C T=8 real=0.20 loss=0.3907 lr=4.82e-05 1974 fov-steps/s eta 3h10m
[711120] phase C T=8 real=0.20 loss=0.3887 lr=4.82e-05 1860 fov-steps/s eta 3h13m
[711140] phase C T=8 real=0.20 loss=0.3963 lr=4.82e-05 1971 fov-steps/s eta 3h12m
[711160] phase C T=8 real=0.20 loss=0.3874 lr=4.82e-05 1976 fov-steps/s eta 3h11m
[711180] phase C T=8 real=0.20 loss=0.3754 lr=4.81e-05 1977 fov-steps/s eta 3h10m
[711200] phase C T=8 real=0.20 loss=0.3786 lr=4.81e-05 1976 fov-steps/s eta 3h10m
[711220] phase C T=8 real=0.20 loss=0.3756 lr=4.81e-05 1891 fov-steps/s eta 3h12m
[711240] phase C T=8 real=0.20 loss=0.3849 lr=4.81e-05 1919 fov-steps/s eta 3h12m
[711260] phase C T=8 real=0.20 loss=0.3884 lr=4.81e-05 1978 fov-steps/s eta 3h11m
[711280] phase C T=8 real=0.20 loss=0.3884 lr=4.81e-05 1978 fov-steps/s eta 3h10m
[711300] phase C T=8 real=0.20 loss=0.3867 lr=4.81e-05 1976 fov-steps/s eta 3h09m
[711320] phase C T=8 real=0.20 loss=0.3823 lr=4.81e-05 1979 fov-steps/s eta 3h09m
[711340] phase C T=8 real=0.20 loss=0.3850 lr=4.80e-05 1844 fov-steps/s eta 3h12m
[711360] phase C T=8 real=0.20 loss=0.3893 lr=4.80e-05 1976 fov-steps/s eta 3h11m
[711380] phase C T=8 real=0.20 loss=0.3819 lr=4.80e-05 1974 fov-steps/s eta 3h10m
[711400] phase C T=8 real=0.20 loss=0.3836 lr=4.80e-05 1974 fov-steps/s eta 3h09m
[711420] phase C T=8 real=0.20 loss=0.3901 lr=4.80e-05 1977 fov-steps/s eta 3h09m
[711440] phase C T=8 real=0.20 loss=0.3942 lr=4.80e-05 1858 fov-steps/s eta 3h12m
[711460] phase C T=8 real=0.20 loss=0.3895 lr=4.80e-05 1978 fov-steps/s eta 3h10m
[711480] phase C T=8 real=0.20 loss=0.3809 lr=4.80e-05 1976 fov-steps/s eta 3h09m
[711500] phase C T=8 real=0.20 loss=0.3911 lr=4.79e-05 1958 fov-steps/s eta 3h09m
[711520] phase C T=8 real=0.20 loss=0.3968 lr=4.79e-05 1977 fov-steps/s eta 3h09m
[711540] phase C T=8 real=0.20 loss=0.3888 lr=4.79e-05 1881 fov-steps/s eta 3h11m
[711560] phase C T=8 real=0.20 loss=0.3791 lr=4.79e-05 1949 fov-steps/s eta 3h10m
[711580] phase C T=8 real=0.20 loss=0.3882 lr=4.79e-05 1978 fov-steps/s eta 3h09m
[711600] phase C T=8 real=0.20 loss=0.3851 lr=4.79e-05 1977 fov-steps/s eta 3h08m
[711620] phase C T=8 real=0.20 loss=0.3908 lr=4.79e-05 1977 fov-steps/s eta 3h08m
[711640] phase C T=8 real=0.20 loss=0.3833 lr=4.79e-05 1968 fov-steps/s eta 3h08m
[711660] phase C T=8 real=0.20 loss=0.3916 lr=4.78e-05 1870 fov-steps/s eta 3h10m
[711680] phase C T=8 real=0.20 loss=0.3894 lr=4.78e-05 1976 fov-steps/s eta 3h09m
[711700] phase C T=8 real=0.20 loss=0.3805 lr=4.78e-05 1980 fov-steps/s eta 3h08m
[711720] phase C T=8 real=0.20 loss=0.3844 lr=4.78e-05 1980 fov-steps/s eta 3h07m
[711740] phase C T=8 real=0.20 loss=0.3885 lr=4.78e-05 1976 fov-steps/s eta 3h07m
[711760] phase C T=8 real=0.20 loss=0.3863 lr=4.78e-05 1852 fov-steps/s eta 3h10m
[711780] phase C T=8 real=0.20 loss=0.3863 lr=4.78e-05 1974 fov-steps/s eta 3h09m
[711800] phase C T=8 real=0.20 loss=0.3962 lr=4.78e-05 1975 fov-steps/s eta 3h08m
[711820] phase C T=8 real=0.20 loss=0.3791 lr=4.77e-05 1975 fov-steps/s eta 3h07m
[711840] phase C T=8 real=0.20 loss=0.3892 lr=4.77e-05 1976 fov-steps/s eta 3h07m
[711860] phase C T=8 real=0.20 loss=0.3836 lr=4.77e-05 1808 fov-steps/s eta 3h11m
[711880] phase C T=8 real=0.20 loss=0.3804 lr=4.77e-05 1977 fov-steps/s eta 3h10m
[711900] phase C T=8 real=0.20 loss=0.3848 lr=4.77e-05 1976 fov-steps/s eta 3h08m
[711920] phase C T=8 real=0.20 loss=0.3846 lr=4.77e-05 1974 fov-steps/s eta 3h07m
[711940] phase C T=8 real=0.20 loss=0.3754 lr=4.77e-05 1974 fov-steps/s eta 3h07m
[711960] phase C T=8 real=0.20 loss=0.3887 lr=4.76e-05 1919 fov-steps/s eta 3h08m
[711980] phase C T=8 real=0.20 loss=0.3853 lr=4.76e-05 1923 fov-steps/s eta 3h09m
[712000] phase C T=8 real=0.20 loss=0.3901 lr=4.76e-05 1979 fov-steps/s eta 3h07m
[712020] phase C T=8 real=0.20 loss=0.3818 lr=4.76e-05 1976 fov-steps/s eta 3h07m
[712040] phase C T=8 real=0.20 loss=0.3832 lr=4.76e-05 1974 fov-steps/s eta 3h06m
[712060] phase C T=8 real=0.20 loss=0.3854 lr=4.76e-05 1977 fov-steps/s eta 3h06m
[712080] phase C T=8 real=0.20 loss=0.3880 lr=4.76e-05 1885 fov-steps/s eta 3h08m
[712100] phase C T=8 real=0.20 loss=0.3883 lr=4.76e-05 1972 fov-steps/s eta 3h07m
[712120] phase C T=8 real=0.20 loss=0.3797 lr=4.75e-05 1976 fov-steps/s eta 3h06m
[712140] phase C T=8 real=0.20 loss=0.3917 lr=4.75e-05 1976 fov-steps/s eta 3h06m
[712160] phase C T=8 real=0.20 loss=0.3918 lr=4.75e-05 1943 fov-steps/s eta 3h06m
[712180] phase C T=8 real=0.20 loss=0.3793 lr=4.75e-05 1895 fov-steps/s eta 3h08m
[712200] phase C T=8 real=0.20 loss=0.3839 lr=4.75e-05 1983 fov-steps/s eta 3h07m
[712220] phase C T=8 real=0.20 loss=0.3899 lr=4.75e-05 1974 fov-steps/s eta 3h06m
[712240] phase C T=8 real=0.20 loss=0.3827 lr=4.75e-05 1974 fov-steps/s eta 3h05m
[712260] phase C T=8 real=0.20 loss=0.3905 lr=4.74e-05 1976 fov-steps/s eta 3h05m
[712280] phase C T=8 real=0.20 loss=0.3875 lr=4.74e-05 1931 fov-steps/s eta 3h06m
[712300] phase C T=8 real=0.20 loss=0.3816 lr=4.74e-05 1896 fov-steps/s eta 3h08m
[712320] phase C T=8 real=0.20 loss=0.3907 lr=4.74e-05 1979 fov-steps/s eta 3h06m
[712340] phase C T=8 real=0.20 loss=0.3902 lr=4.74e-05 1976 fov-steps/s eta 3h05m
[712360] phase C T=8 real=0.20 loss=0.3939 lr=4.74e-05 1976 fov-steps/s eta 3h05m
[712380] phase C T=8 real=0.20 loss=0.3842 lr=4.74e-05 1978 fov-steps/s eta 3h04m
[712400] phase C T=8 real=0.20 loss=0.3829 lr=4.73e-05 1859 fov-steps/s eta 3h07m
[712420] phase C T=8 real=0.20 loss=0.3861 lr=4.73e-05 1970 fov-steps/s eta 3h06m
[712440] phase C T=8 real=0.20 loss=0.3838 lr=4.73e-05 1977 fov-steps/s eta 3h05m
[712460] phase C T=8 real=0.20 loss=0.3886 lr=4.73e-05 1977 fov-steps/s eta 3h05m
[712480] phase C T=8 real=0.20 loss=0.3805 lr=4.73e-05 1975 fov-steps/s eta 3h04m
[712500] phase C T=8 real=0.20 loss=0.3877 lr=4.73e-05 1880 fov-steps/s eta 3h06m
[ckpt] /root/surf/ffn_run6/ckpt_best.pt (NERL=0.4242 merge=0.1146)
[val 712500] NERL all=0.4242 (real=0.4242 synth=0.0993) | merge all=0.1146 (real=0.0938 blind=0.1047) inst=180 | best_nerl=0.4242 best_realmerge=0.0521  <- NERL-BEST (125s)
[val 712500] movement: panel_1step=0.0833 mean_steps=476.53 core_1step=0.2857
[val 712500] CORE (unlabelled target regime): score=0.03253 cov=0.3217 inst=14 valid=0.786 | best_core=0.04247
[712520] phase C T=8 real=0.20 loss=0.3849 lr=4.73e-05 1969 fov-steps/s eta 3h06m
[712540] phase C T=8 real=0.20 loss=0.3797 lr=4.72e-05 1840 fov-steps/s eta 3h09m
[712560] phase C T=8 real=0.20 loss=0.3884 lr=4.72e-05 1987 fov-steps/s eta 3h06m
[712580] phase C T=8 real=0.20 loss=0.3869 lr=4.72e-05 1986 fov-steps/s eta 3h05m
[712600] phase C T=8 real=0.20 loss=0.3823 lr=4.72e-05 1985 fov-steps/s eta 3h04m
[712620] phase C T=8 real=0.20 loss=0.3878 lr=4.72e-05 1984 fov-steps/s eta 3h03m
[712640] phase C T=8 real=0.20 loss=0.3848 lr=4.72e-05 1980 fov-steps/s eta 3h03m
[712660] phase C T=8 real=0.20 loss=0.3967 lr=4.72e-05 1910 fov-steps/s eta 3h04m
[712680] phase C T=8 real=0.20 loss=0.3845 lr=4.71e-05 1983 fov-steps/s eta 3h04m
[712700] phase C T=8 real=0.20 loss=0.3792 lr=4.71e-05 1982 fov-steps/s eta 3h03m
[712720] phase C T=8 real=0.20 loss=0.3783 lr=4.71e-05 1977 fov-steps/s eta 3h03m
[712740] phase C T=8 real=0.20 loss=0.3818 lr=4.71e-05 1981 fov-steps/s eta 3h02m
[712760] phase C T=8 real=0.20 loss=0.3777 lr=4.71e-05 1851 fov-steps/s eta 3h06m
[712780] phase C T=8 real=0.20 loss=0.3899 lr=4.71e-05 1978 fov-steps/s eta 3h04m
[712800] phase C T=8 real=0.20 loss=0.3854 lr=4.71e-05 1977 fov-steps/s eta 3h03m
[712820] phase C T=8 real=0.20 loss=0.3834 lr=4.70e-05 1981 fov-steps/s eta 3h03m
[712840] phase C T=8 real=0.20 loss=0.3832 lr=4.70e-05 1981 fov-steps/s eta 3h02m
[712860] phase C T=8 real=0.20 loss=0.3785 lr=4.70e-05 1906 fov-steps/s eta 3h04m
[712880] phase C T=8 real=0.20 loss=0.3877 lr=4.70e-05 1915 fov-steps/s eta 3h05m
[712900] phase C T=8 real=0.20 loss=0.3852 lr=4.70e-05 1976 fov-steps/s eta 3h04m
[712920] phase C T=8 real=0.20 loss=0.3902 lr=4.70e-05 1979 fov-steps/s eta 3h03m
[712940] phase C T=8 real=0.20 loss=0.3781 lr=4.70e-05 1978 fov-steps/s eta 3h02m
[712960] phase C T=8 real=0.20 loss=0.3829 lr=4.69e-05 1972 fov-steps/s eta 3h02m
[712980] phase C T=8 real=0.20 loss=0.3947 lr=4.69e-05 1855 fov-steps/s eta 3h05m
[713000] phase C T=8 real=0.20 loss=0.3845 lr=4.69e-05 1947 fov-steps/s eta 3h04m
[713020] phase C T=8 real=0.20 loss=0.3783 lr=4.69e-05 1978 fov-steps/s eta 3h03m
[713040] phase C T=8 real=0.20 loss=0.3793 lr=4.69e-05 1976 fov-steps/s eta 3h02m
[713060] phase C T=8 real=0.20 loss=0.3846 lr=4.69e-05 1976 fov-steps/s eta 3h02m
[713080] phase C T=8 real=0.20 loss=0.3803 lr=4.68e-05 1849 fov-steps/s eta 3h05m
[713100] phase C T=8 real=0.20 loss=0.3860 lr=4.68e-05 1977 fov-steps/s eta 3h04m
[713120] phase C T=8 real=0.20 loss=0.3882 lr=4.68e-05 1978 fov-steps/s eta 3h02m
[713140] phase C T=8 real=0.20 loss=0.3865 lr=4.68e-05 1979 fov-steps/s eta 3h02m
[713160] phase C T=8 real=0.20 loss=0.3844 lr=4.68e-05 1976 fov-steps/s eta 3h01m
[713180] phase C T=8 real=0.20 loss=0.3872 lr=4.68e-05 1898 fov-steps/s eta 3h03m
[713200] phase C T=8 real=0.20 loss=0.3841 lr=4.68e-05 1913 fov-steps/s eta 3h04m
[713220] phase C T=8 real=0.20 loss=0.3966 lr=4.67e-05 1977 fov-steps/s eta 3h03m
[713240] phase C T=8 real=0.20 loss=0.3861 lr=4.67e-05 1976 fov-steps/s eta 3h02m
[713260] phase C T=8 real=0.20 loss=0.3866 lr=4.67e-05 1976 fov-steps/s eta 3h01m
[713280] phase C T=8 real=0.20 loss=0.3914 lr=4.67e-05 1975 fov-steps/s eta 3h01m
[713300] phase C T=8 real=0.20 loss=0.3810 lr=4.67e-05 1831 fov-steps/s eta 3h04m
[713320] phase C T=8 real=0.20 loss=0.3844 lr=4.67e-05 1977 fov-steps/s eta 3h03m
[713340] phase C T=8 real=0.20 loss=0.3778 lr=4.66e-05 1978 fov-steps/s eta 3h02m
[713360] phase C T=8 real=0.20 loss=0.3895 lr=4.66e-05 1976 fov-steps/s eta 3h01m
[713380] phase C T=8 real=0.20 loss=0.3815 lr=4.66e-05 1977 fov-steps/s eta 3h00m
[713400] phase C T=8 real=0.20 loss=0.3882 lr=4.66e-05 1866 fov-steps/s eta 3h03m
[713420] phase C T=8 real=0.20 loss=0.3876 lr=4.66e-05 1928 fov-steps/s eta 3h03m
[713440] phase C T=8 real=0.20 loss=0.3892 lr=4.66e-05 1974 fov-steps/s eta 3h02m
[713460] phase C T=8 real=0.20 loss=0.3829 lr=4.66e-05 1971 fov-steps/s eta 3h01m
[713480] phase C T=8 real=0.20 loss=0.3945 lr=4.65e-05 1976 fov-steps/s eta 3h00m
[713500] phase C T=8 real=0.20 loss=0.3846 lr=4.65e-05 1917 fov-steps/s eta 3h01m
[713520] phase C T=8 real=0.20 loss=0.3881 lr=4.65e-05 1902 fov-steps/s eta 3h03m
[713540] phase C T=8 real=0.20 loss=0.3864 lr=4.65e-05 1969 fov-steps/s eta 3h01m
[713560] phase C T=8 real=0.20 loss=0.3844 lr=4.65e-05 1977 fov-steps/s eta 3h00m
[713580] phase C T=8 real=0.20 loss=0.3901 lr=4.65e-05 1976 fov-steps/s eta 3h00m
[713600] phase C T=8 real=0.20 loss=0.3844 lr=4.64e-05 1973 fov-steps/s eta 2h59m
[713620] phase C T=8 real=0.20 loss=0.3815 lr=4.64e-05 1848 fov-steps/s eta 3h03m
[713640] phase C T=8 real=0.20 loss=0.3866 lr=4.64e-05 1976 fov-steps/s eta 3h01m
[713660] phase C T=8 real=0.20 loss=0.3877 lr=4.64e-05 1960 fov-steps/s eta 3h01m
[713680] phase C T=8 real=0.20 loss=0.3882 lr=4.64e-05 1978 fov-steps/s eta 3h00m
[713700] phase C T=8 real=0.20 loss=0.3840 lr=4.64e-05 1970 fov-steps/s eta 2h59m
[713720] phase C T=8 real=0.20 loss=0.3850 lr=4.63e-05 1852 fov-steps/s eta 3h02m
[713740] phase C T=8 real=0.20 loss=0.3942 lr=4.63e-05 1974 fov-steps/s eta 3h01m
[713760] phase C T=8 real=0.20 loss=0.3901 lr=4.63e-05 1977 fov-steps/s eta 3h00m
[713780] phase C T=8 real=0.20 loss=0.3818 lr=4.63e-05 1976 fov-steps/s eta 2h59m
[713800] phase C T=8 real=0.20 loss=0.3879 lr=4.63e-05 1975 fov-steps/s eta 2h59m
[713820] phase C T=8 real=0.20 loss=0.3915 lr=4.63e-05 1920 fov-steps/s eta 3h00m
[713840] phase C T=8 real=0.20 loss=0.3880 lr=4.62e-05 1916 fov-steps/s eta 3h00m
[713860] phase C T=8 real=0.20 loss=0.3814 lr=4.62e-05 1972 fov-steps/s eta 3h00m
[713880] phase C T=8 real=0.20 loss=0.3897 lr=4.62e-05 1976 fov-steps/s eta 2h59m
[713900] phase C T=8 real=0.20 loss=0.3859 lr=4.62e-05 1978 fov-steps/s eta 2h58m
[713920] phase C T=8 real=0.20 loss=0.3828 lr=4.62e-05 1977 fov-steps/s eta 2h58m
[713940] phase C T=8 real=0.20 loss=0.3925 lr=4.62e-05 1851 fov-steps/s eta 3h01m
[713960] phase C T=8 real=0.20 loss=0.3781 lr=4.61e-05 1975 fov-steps/s eta 3h00m
[713980] phase C T=8 real=0.20 loss=0.3866 lr=4.61e-05 1975 fov-steps/s eta 2h59m
[714000] phase C T=8 real=0.20 loss=0.3820 lr=4.61e-05 1973 fov-steps/s eta 2h58m
[714020] phase C T=8 real=0.20 loss=0.3818 lr=4.61e-05 1968 fov-steps/s eta 2h58m
[714040] phase C T=8 real=0.20 loss=0.3850 lr=4.61e-05 1860 fov-steps/s eta 3h00m
[714060] phase C T=8 real=0.20 loss=0.3856 lr=4.61e-05 1967 fov-steps/s eta 2h59m
[714080] phase C T=8 real=0.20 loss=0.3865 lr=4.60e-05 1977 fov-steps/s eta 2h58m
[714100] phase C T=8 real=0.20 loss=0.3921 lr=4.60e-05 1977 fov-steps/s eta 2h58m
[714120] phase C T=8 real=0.20 loss=0.3859 lr=4.60e-05 1977 fov-steps/s eta 2h57m
[714140] phase C T=8 real=0.20 loss=0.3954 lr=4.60e-05 1956 fov-steps/s eta 2h57m
[714160] phase C T=8 real=0.20 loss=0.3848 lr=4.60e-05 1880 fov-steps/s eta 2h59m
[714180] phase C T=8 real=0.20 loss=0.3827 lr=4.60e-05 1973 fov-steps/s eta 2h58m
[714200] phase C T=8 real=0.20 loss=0.3842 lr=4.59e-05 1973 fov-steps/s eta 2h58m
[714220] phase C T=8 real=0.20 loss=0.3902 lr=4.59e-05 1976 fov-steps/s eta 2h57m
[714240] phase C T=8 real=0.20 loss=0.3938 lr=4.59e-05 1975 fov-steps/s eta 2h56m
[714260] phase C T=8 real=0.20 loss=0.3842 lr=4.59e-05 1837 fov-steps/s eta 3h00m
[714280] phase C T=8 real=0.20 loss=0.3941 lr=4.59e-05 1973 fov-steps/s eta 2h59m
[714300] phase C T=8 real=0.20 loss=0.3820 lr=4.59e-05 1979 fov-steps/s eta 2h57m
[714320] phase C T=8 real=0.20 loss=0.3927 lr=4.58e-05 1963 fov-steps/s eta 2h57m
[714340] phase C T=8 real=0.20 loss=0.3781 lr=4.58e-05 1978 fov-steps/s eta 2h56m
[714360] phase C T=8 real=0.20 loss=0.3830 lr=4.58e-05 1868 fov-steps/s eta 2h59m
[714380] phase C T=8 real=0.20 loss=0.3921 lr=4.58e-05 1961 fov-steps/s eta 2h58m
[714400] phase C T=8 real=0.20 loss=0.3829 lr=4.58e-05 1975 fov-steps/s eta 2h57m
[714420] phase C T=8 real=0.20 loss=0.3873 lr=4.57e-05 1978 fov-steps/s eta 2h56m
[714440] phase C T=8 real=0.20 loss=0.3866 lr=4.57e-05 1973 fov-steps/s eta 2h56m
[714460] phase C T=8 real=0.20 loss=0.3875 lr=4.57e-05 1952 fov-steps/s eta 2h56m
[714480] phase C T=8 real=0.20 loss=0.3846 lr=4.57e-05 1875 fov-steps/s eta 2h58m
[714500] phase C T=8 real=0.20 loss=0.3849 lr=4.57e-05 1978 fov-steps/s eta 2h57m
[714520] phase C T=8 real=0.20 loss=0.3762 lr=4.57e-05 1973 fov-steps/s eta 2h56m
[714540] phase C T=8 real=0.20 loss=0.3900 lr=4.56e-05 1977 fov-steps/s eta 2h56m
[714560] phase C T=8 real=0.20 loss=0.3855 lr=4.56e-05 1966 fov-steps/s eta 2h55m
[714580] phase C T=8 real=0.20 loss=0.3895 lr=4.56e-05 1868 fov-steps/s eta 2h58m
[714600] phase C T=8 real=0.20 loss=0.3856 lr=4.56e-05 1977 fov-steps/s eta 2h57m
[714620] phase C T=8 real=0.20 loss=0.3826 lr=4.56e-05 1977 fov-steps/s eta 2h56m
[714640] phase C T=8 real=0.20 loss=0.3809 lr=4.56e-05 1977 fov-steps/s eta 2h55m
[714660] phase C T=8 real=0.20 loss=0.3941 lr=4.55e-05 1979 fov-steps/s eta 2h54m
[714680] phase C T=8 real=0.20 loss=0.3891 lr=4.55e-05 1870 fov-steps/s eta 2h57m
[714700] phase C T=8 real=0.20 loss=0.3858 lr=4.55e-05 1950 fov-steps/s eta 2h57m
[714720] phase C T=8 real=0.20 loss=0.3814 lr=4.55e-05 1979 fov-steps/s eta 2h56m
[714740] phase C T=8 real=0.20 loss=0.3994 lr=4.55e-05 1977 fov-steps/s eta 2h55m
[714760] phase C T=8 real=0.20 loss=0.3851 lr=4.54e-05 1977 fov-steps/s eta 2h54m
[714780] phase C T=8 real=0.20 loss=0.3942 lr=4.54e-05 1965 fov-steps/s eta 2h54m
[714800] phase C T=8 real=0.20 loss=0.3823 lr=4.54e-05 1878 fov-steps/s eta 2h56m
[714820] phase C T=8 real=0.20 loss=0.3899 lr=4.54e-05 1979 fov-steps/s eta 2h55m
[714840] phase C T=8 real=0.20 loss=0.3844 lr=4.54e-05 1977 fov-steps/s eta 2h54m
[714860] phase C T=8 real=0.20 loss=0.3928 lr=4.54e-05 1974 fov-steps/s eta 2h54m
[714880] phase C T=8 real=0.20 loss=0.3879 lr=4.53e-05 1976 fov-steps/s eta 2h54m
[714900] phase C T=8 real=0.20 loss=0.3884 lr=4.53e-05 1817 fov-steps/s eta 2h58m
[714920] phase C T=8 real=0.20 loss=0.3746 lr=4.53e-05 1978 fov-steps/s eta 2h56m
[714940] phase C T=8 real=0.20 loss=0.3816 lr=4.53e-05 1975 fov-steps/s eta 2h55m
[714960] phase C T=8 real=0.20 loss=0.3941 lr=4.53e-05 1975 fov-steps/s eta 2h54m
[714980] phase C T=8 real=0.20 loss=0.3837 lr=4.52e-05 1948 fov-steps/s eta 2h54m
[715000] phase C T=8 real=0.20 loss=0.3861 lr=4.52e-05 1864 fov-steps/s eta 2h57m
[ckpt] /root/surf/ffn_run6/ckpt_715000.pt
[715020] phase C T=8 real=0.20 loss=0.3892 lr=4.52e-05 1971 fov-steps/s eta 2h55m
[715040] phase C T=8 real=0.20 loss=0.3817 lr=4.52e-05 1976 fov-steps/s eta 2h54m
[715060] phase C T=8 real=0.20 loss=0.3867 lr=4.52e-05 1975 fov-steps/s eta 2h54m
[715080] phase C T=8 real=0.20 loss=0.3898 lr=4.52e-05 1977 fov-steps/s eta 2h53m
[715100] phase C T=8 real=0.20 loss=0.3899 lr=4.51e-05 1906 fov-steps/s eta 2h54m
[715120] phase C T=8 real=0.20 loss=0.3900 lr=4.51e-05 1889 fov-steps/s eta 2h56m
[715140] phase C T=8 real=0.20 loss=0.3885 lr=4.51e-05 1974 fov-steps/s eta 2h55m
[715160] phase C T=8 real=0.20 loss=0.3889 lr=4.51e-05 1976 fov-steps/s eta 2h54m
[715180] phase C T=8 real=0.20 loss=0.3852 lr=4.51e-05 1979 fov-steps/s eta 2h53m
[715200] phase C T=8 real=0.20 loss=0.3856 lr=4.50e-05 1976 fov-steps/s eta 2h52m
[715220] phase C T=8 real=0.20 loss=0.3814 lr=4.50e-05 1858 fov-steps/s eta 2h55m
[715240] phase C T=8 real=0.20 loss=0.3835 lr=4.50e-05 1976 fov-steps/s eta 2h54m
[715260] phase C T=8 real=0.20 loss=0.3865 lr=4.50e-05 1976 fov-steps/s eta 2h53m
[715280] phase C T=8 real=0.20 loss=0.3909 lr=4.50e-05 1974 fov-steps/s eta 2h52m
[715300] phase C T=8 real=0.20 loss=0.3847 lr=4.49e-05 1976 fov-steps/s eta 2h52m
[715320] phase C T=8 real=0.20 loss=0.3823 lr=4.49e-05 1883 fov-steps/s eta 2h54m
[715340] phase C T=8 real=0.20 loss=0.3932 lr=4.49e-05 1973 fov-steps/s eta 2h53m
[715360] phase C T=8 real=0.20 loss=0.3848 lr=4.49e-05 1977 fov-steps/s eta 2h52m
[715380] phase C T=8 real=0.20 loss=0.3841 lr=4.49e-05 1973 fov-steps/s eta 2h52m
[715400] phase C T=8 real=0.20 loss=0.3856 lr=4.48e-05 1976 fov-steps/s eta 2h51m
[715420] phase C T=8 real=0.20 loss=0.3827 lr=4.48e-05 1935 fov-steps/s eta 2h52m
[715440] phase C T=8 real=0.20 loss=0.3819 lr=4.48e-05 1921 fov-steps/s eta 2h53m
[715460] phase C T=8 real=0.20 loss=0.3884 lr=4.48e-05 1975 fov-steps/s eta 2h52m
[715480] phase C T=8 real=0.20 loss=0.3837 lr=4.48e-05 1974 fov-steps/s eta 2h52m
[715500] phase C T=8 real=0.20 loss=0.3824 lr=4.48e-05 1977 fov-steps/s eta 2h51m
[715520] phase C T=8 real=0.20 loss=0.3863 lr=4.47e-05 1976 fov-steps/s eta 2h51m
[715540] phase C T=8 real=0.20 loss=0.3877 lr=4.47e-05 1855 fov-steps/s eta 2h54m
[715560] phase C T=8 real=0.20 loss=0.3819 lr=4.47e-05 1974 fov-steps/s eta 2h52m
[715580] phase C T=8 real=0.20 loss=0.3897 lr=4.47e-05 1977 fov-steps/s eta 2h52m
[715600] phase C T=8 real=0.20 loss=0.3860 lr=4.47e-05 1975 fov-steps/s eta 2h51m
[715620] phase C T=8 real=0.20 loss=0.3884 lr=4.46e-05 1974 fov-steps/s eta 2h50m
[715640] phase C T=8 real=0.20 loss=0.3780 lr=4.46e-05 1838 fov-steps/s eta 2h54m
[715660] phase C T=8 real=0.20 loss=0.3913 lr=4.46e-05 1978 fov-steps/s eta 2h52m
[715680] phase C T=8 real=0.20 loss=0.3782 lr=4.46e-05 1977 fov-steps/s eta 2h51m
[715700] phase C T=8 real=0.20 loss=0.3913 lr=4.46e-05 1973 fov-steps/s eta 2h51m
[715720] phase C T=8 real=0.20 loss=0.3858 lr=4.45e-05 1975 fov-steps/s eta 2h50m
[715740] phase C T=8 real=0.20 loss=0.3862 lr=4.45e-05 1845 fov-steps/s eta 2h53m
[715760] phase C T=8 real=0.20 loss=0.3928 lr=4.45e-05 1975 fov-steps/s eta 2h52m
[715780] phase C T=8 real=0.20 loss=0.3804 lr=4.45e-05 1975 fov-steps/s eta 2h51m
[715800] phase C T=8 real=0.20 loss=0.3830 lr=4.45e-05 1974 fov-steps/s eta 2h50m
[715820] phase C T=8 real=0.20 loss=0.3872 lr=4.44e-05 1976 fov-steps/s eta 2h50m
[715840] phase C T=8 real=0.20 loss=0.3872 lr=4.44e-05 1951 fov-steps/s eta 2h50m
[715860] phase C T=8 real=0.20 loss=0.3822 lr=4.44e-05 1875 fov-steps/s eta 2h52m
[715880] phase C T=8 real=0.20 loss=0.3862 lr=4.44e-05 1976 fov-steps/s eta 2h51m
[715900] phase C T=8 real=0.20 loss=0.3822 lr=4.44e-05 1976 fov-steps/s eta 2h50m
[715920] phase C T=8 real=0.20 loss=0.3861 lr=4.43e-05 1974 fov-steps/s eta 2h50m
[715940] phase C T=8 real=0.20 loss=0.3884 lr=4.43e-05 1974 fov-steps/s eta 2h49m
[715960] phase C T=8 real=0.20 loss=0.3865 lr=4.43e-05 1843 fov-steps/s eta 2h52m
[715980] phase C T=8 real=0.20 loss=0.3843 lr=4.43e-05 1976 fov-steps/s eta 2h51m
[716000] phase C T=8 real=0.20 loss=0.3899 lr=4.43e-05 1978 fov-steps/s eta 2h50m
[716020] phase C T=8 real=0.20 loss=0.3927 lr=4.42e-05 1975 fov-steps/s eta 2h49m
[716040] phase C T=8 real=0.20 loss=0.3876 lr=4.42e-05 1977 fov-steps/s eta 2h49m
[716060] phase C T=8 real=0.20 loss=0.3880 lr=4.42e-05 1874 fov-steps/s eta 2h51m
[716080] phase C T=8 real=0.20 loss=0.3932 lr=4.42e-05 1979 fov-steps/s eta 2h50m
[716100] phase C T=8 real=0.20 loss=0.3753 lr=4.42e-05 1976 fov-steps/s eta 2h49m
[716120] phase C T=8 real=0.20 loss=0.3887 lr=4.41e-05 1972 fov-steps/s eta 2h49m
[716140] phase C T=8 real=0.20 loss=0.3828 lr=4.41e-05 1977 fov-steps/s eta 2h48m
[716160] phase C T=8 real=0.20 loss=0.3844 lr=4.41e-05 1924 fov-steps/s eta 2h49m
[716180] phase C T=8 real=0.20 loss=0.3837 lr=4.41e-05 1903 fov-steps/s eta 2h50m
[716200] phase C T=8 real=0.20 loss=0.3771 lr=4.41e-05 1979 fov-steps/s eta 2h49m
[716220] phase C T=8 real=0.20 loss=0.3853 lr=4.40e-05 1977 fov-steps/s eta 2h48m
[716240] phase C T=8 real=0.20 loss=0.3879 lr=4.40e-05 1972 fov-steps/s eta 2h48m
[716260] phase C T=8 real=0.20 loss=0.3853 lr=4.40e-05 1977 fov-steps/s eta 2h48m
[716280] phase C T=8 real=0.20 loss=0.3813 lr=4.40e-05 1854 fov-steps/s eta 2h50m
[716300] phase C T=8 real=0.20 loss=0.3920 lr=4.40e-05 1962 fov-steps/s eta 2h50m
[716320] phase C T=8 real=0.20 loss=0.3863 lr=4.39e-05 1974 fov-steps/s eta 2h49m
[716340] phase C T=8 real=0.20 loss=0.3832 lr=4.39e-05 1975 fov-steps/s eta 2h48m
[716360] phase C T=8 real=0.20 loss=0.3877 lr=4.39e-05 1977 fov-steps/s eta 2h47m
[716380] phase C T=8 real=0.20 loss=0.3874 lr=4.39e-05 1867 fov-steps/s eta 2h50m
[716400] phase C T=8 real=0.20 loss=0.3881 lr=4.39e-05 1974 fov-steps/s eta 2h49m
[716420] phase C T=8 real=0.20 loss=0.3855 lr=4.38e-05 1980 fov-steps/s eta 2h48m
[716440] phase C T=8 real=0.20 loss=0.3931 lr=4.38e-05 1978 fov-steps/s eta 2h47m
[716460] phase C T=8 real=0.20 loss=0.3794 lr=4.38e-05 1977 fov-steps/s eta 2h47m
[716480] phase C T=8 real=0.20 loss=0.3871 lr=4.38e-05 1951 fov-steps/s eta 2h47m
[716500] phase C T=8 real=0.20 loss=0.3793 lr=4.38e-05 1885 fov-steps/s eta 2h49m
[716520] phase C T=8 real=0.20 loss=0.3942 lr=4.37e-05 1975 fov-steps/s eta 2h48m
[716540] phase C T=8 real=0.20 loss=0.3913 lr=4.37e-05 1977 fov-steps/s eta 2h47m
[716560] phase C T=8 real=0.20 loss=0.3805 lr=4.37e-05 1979 fov-steps/s eta 2h46m
[716580] phase C T=8 real=0.20 loss=0.3847 lr=4.37e-05 1977 fov-steps/s eta 2h46m
[716600] phase C T=8 real=0.20 loss=0.3914 lr=4.36e-05 1866 fov-steps/s eta 2h49m
[716620] phase C T=8 real=0.20 loss=0.3909 lr=4.36e-05 1972 fov-steps/s eta 2h48m
[716640] phase C T=8 real=0.20 loss=0.3845 lr=4.36e-05 1974 fov-steps/s eta 2h47m
[716660] phase C T=8 real=0.20 loss=0.3722 lr=4.36e-05 1978 fov-steps/s eta 2h46m
[716680] phase C T=8 real=0.20 loss=0.3822 lr=4.36e-05 1977 fov-steps/s eta 2h46m
[716700] phase C T=8 real=0.20 loss=0.3880 lr=4.35e-05 1897 fov-steps/s eta 2h47m
[716720] phase C T=8 real=0.20 loss=0.3917 lr=4.35e-05 1947 fov-steps/s eta 2h47m
[716740] phase C T=8 real=0.20 loss=0.3828 lr=4.35e-05 1973 fov-steps/s eta 2h47m
[716760] phase C T=8 real=0.20 loss=0.3806 lr=4.35e-05 1977 fov-steps/s eta 2h46m
[716780] phase C T=8 real=0.20 loss=0.3827 lr=4.35e-05 1978 fov-steps/s eta 2h45m
[716800] phase C T=8 real=0.20 loss=0.3772 lr=4.34e-05 1961 fov-steps/s eta 2h45m
[716820] phase C T=8 real=0.20 loss=0.3841 lr=4.34e-05 1859 fov-steps/s eta 2h48m
[716840] phase C T=8 real=0.20 loss=0.3767 lr=4.34e-05 1975 fov-steps/s eta 2h47m
[716860] phase C T=8 real=0.20 loss=0.3907 lr=4.34e-05 1976 fov-steps/s eta 2h46m
[716880] phase C T=8 real=0.20 loss=0.3929 lr=4.34e-05 1977 fov-steps/s eta 2h45m
[716900] phase C T=8 real=0.20 loss=0.3746 lr=4.33e-05 1978 fov-steps/s eta 2h45m
[716920] phase C T=8 real=0.20 loss=0.3830 lr=4.33e-05 1884 fov-steps/s eta 2h47m
[716940] phase C T=8 real=0.20 loss=0.3872 lr=4.33e-05 1974 fov-steps/s eta 2h46m
[716960] phase C T=8 real=0.20 loss=0.3797 lr=4.33e-05 1965 fov-steps/s eta 2h46m
[716980] phase C T=8 real=0.20 loss=0.3900 lr=4.32e-05 1971 fov-steps/s eta 2h45m
[717000] phase C T=8 real=0.20 loss=0.3862 lr=4.32e-05 1974 fov-steps/s eta 2h45m
[717020] phase C T=8 real=0.20 loss=0.3887 lr=4.32e-05 1917 fov-steps/s eta 2h46m
[717040] phase C T=8 real=0.20 loss=0.3920 lr=4.32e-05 1916 fov-steps/s eta 2h46m
[717060] phase C T=8 real=0.20 loss=0.3904 lr=4.32e-05 1978 fov-steps/s eta 2h45m
[717080] phase C T=8 real=0.20 loss=0.3814 lr=4.31e-05 1980 fov-steps/s eta 2h45m
[717100] phase C T=8 real=0.20 loss=0.3899 lr=4.31e-05 1979 fov-steps/s eta 2h44m
[717120] phase C T=8 real=0.20 loss=0.3884 lr=4.31e-05 1980 fov-steps/s eta 2h44m
[717140] phase C T=8 real=0.20 loss=0.3880 lr=4.31e-05 1877 fov-steps/s eta 2h46m
[717160] phase C T=8 real=0.20 loss=0.3914 lr=4.31e-05 1977 fov-steps/s eta 2h45m
[717180] phase C T=8 real=0.20 loss=0.3955 lr=4.30e-05 1977 fov-steps/s eta 2h44m
[717200] phase C T=8 real=0.20 loss=0.3866 lr=4.30e-05 1975 fov-steps/s eta 2h44m
[717220] phase C T=8 real=0.20 loss=0.3782 lr=4.30e-05 1975 fov-steps/s eta 2h43m
[717240] phase C T=8 real=0.20 loss=0.3807 lr=4.30e-05 1895 fov-steps/s eta 2h45m
[717260] phase C T=8 real=0.20 loss=0.3872 lr=4.29e-05 1975 fov-steps/s eta 2h44m
[717280] phase C T=8 real=0.20 loss=0.3850 lr=4.29e-05 1976 fov-steps/s eta 2h44m
[717300] phase C T=8 real=0.20 loss=0.3848 lr=4.29e-05 1976 fov-steps/s eta 2h43m
[717320] phase C T=8 real=0.20 loss=0.3836 lr=4.29e-05 1974 fov-steps/s eta 2h43m
[717340] phase C T=8 real=0.20 loss=0.3874 lr=4.29e-05 1871 fov-steps/s eta 2h45m
[717360] phase C T=8 real=0.20 loss=0.3819 lr=4.28e-05 1930 fov-steps/s eta 2h45m
[717380] phase C T=8 real=0.20 loss=0.3909 lr=4.28e-05 1977 fov-steps/s eta 2h44m
[717400] phase C T=8 real=0.20 loss=0.3917 lr=4.28e-05 1976 fov-steps/s eta 2h43m
[717420] phase C T=8 real=0.20 loss=0.3901 lr=4.28e-05 1976 fov-steps/s eta 2h43m
[717440] phase C T=8 real=0.20 loss=0.3938 lr=4.27e-05 1933 fov-steps/s eta 2h44m
[717460] phase C T=8 real=0.20 loss=0.3872 lr=4.27e-05 1883 fov-steps/s eta 2h45m
[717480] phase C T=8 real=0.20 loss=0.3894 lr=4.27e-05 1976 fov-steps/s eta 2h44m
[717500] phase C T=8 real=0.20 loss=0.3906 lr=4.27e-05 1980 fov-steps/s eta 2h43m
[717520] phase C T=8 real=0.20 loss=0.3829 lr=4.27e-05 1978 fov-steps/s eta 2h42m
[717540] phase C T=8 real=0.20 loss=0.3980 lr=4.26e-05 1976 fov-steps/s eta 2h42m
[717560] phase C T=8 real=0.20 loss=0.3848 lr=4.26e-05 1855 fov-steps/s eta 2h45m
[717580] phase C T=8 real=0.20 loss=0.3835 lr=4.26e-05 1980 fov-steps/s eta 2h43m
[717600] phase C T=8 real=0.20 loss=0.3772 lr=4.26e-05 1973 fov-steps/s eta 2h43m
[717620] phase C T=8 real=0.20 loss=0.3931 lr=4.25e-05 1967 fov-steps/s eta 2h42m
[717640] phase C T=8 real=0.20 loss=0.3978 lr=4.25e-05 1968 fov-steps/s eta 2h42m
[717660] phase C T=8 real=0.20 loss=0.3930 lr=4.25e-05 1854 fov-steps/s eta 2h45m
[717680] phase C T=8 real=0.20 loss=0.3843 lr=4.25e-05 1972 fov-steps/s eta 2h43m
[717700] phase C T=8 real=0.20 loss=0.3850 lr=4.25e-05 1978 fov-steps/s eta 2h42m
[717720] phase C T=8 real=0.20 loss=0.3914 lr=4.24e-05 1978 fov-steps/s eta 2h42m
[717740] phase C T=8 real=0.20 loss=0.3888 lr=4.24e-05 1979 fov-steps/s eta 2h41m
[717760] phase C T=8 real=0.20 loss=0.3930 lr=4.24e-05 1942 fov-steps/s eta 2h42m
[717780] phase C T=8 real=0.20 loss=0.3855 lr=4.24e-05 1890 fov-steps/s eta 2h43m
[717800] phase C T=8 real=0.20 loss=0.3842 lr=4.23e-05 1975 fov-steps/s eta 2h42m
[717820] phase C T=8 real=0.20 loss=0.3905 lr=4.23e-05 1978 fov-steps/s eta 2h42m
[717840] phase C T=8 real=0.20 loss=0.3863 lr=4.23e-05 1978 fov-steps/s eta 2h41m
[717860] phase C T=8 real=0.20 loss=0.3783 lr=4.23e-05 1975 fov-steps/s eta 2h41m
[717880] phase C T=8 real=0.20 loss=0.3930 lr=4.23e-05 1840 fov-steps/s eta 2h44m
[717900] phase C T=8 real=0.20 loss=0.3883 lr=4.22e-05 1977 fov-steps/s eta 2h42m
[717920] phase C T=8 real=0.20 loss=0.3881 lr=4.22e-05 1977 fov-steps/s eta 2h41m
[717940] phase C T=8 real=0.20 loss=0.3901 lr=4.22e-05 1979 fov-steps/s eta 2h41m
[717960] phase C T=8 real=0.20 loss=0.3816 lr=4.22e-05 1978 fov-steps/s eta 2h40m
[717980] phase C T=8 real=0.20 loss=0.3995 lr=4.21e-05 1866 fov-steps/s eta 2h43m
[718000] phase C T=8 real=0.20 loss=0.3855 lr=4.21e-05 1970 fov-steps/s eta 2h42m
[718020] phase C T=8 real=0.20 loss=0.3909 lr=4.21e-05 1976 fov-steps/s eta 2h41m
[718040] phase C T=8 real=0.20 loss=0.3936 lr=4.21e-05 1972 fov-steps/s eta 2h40m
[718060] phase C T=8 real=0.20 loss=0.3783 lr=4.20e-05 1972 fov-steps/s eta 2h40m
[718080] phase C T=8 real=0.20 loss=0.3794 lr=4.20e-05 1949 fov-steps/s eta 2h40m
[718100] phase C T=8 real=0.20 loss=0.3855 lr=4.20e-05 1892 fov-steps/s eta 2h42m
[718120] phase C T=8 real=0.20 loss=0.3853 lr=4.20e-05 1973 fov-steps/s eta 2h41m
[718140] phase C T=8 real=0.20 loss=0.3920 lr=4.20e-05 1976 fov-steps/s eta 2h40m
[718160] phase C T=8 real=0.20 loss=0.3822 lr=4.19e-05 1972 fov-steps/s eta 2h40m
[718180] phase C T=8 real=0.20 loss=0.3866 lr=4.19e-05 1976 fov-steps/s eta 2h39m
[718200] phase C T=8 real=0.20 loss=0.3783 lr=4.19e-05 1858 fov-steps/s eta 2h42m
[718220] phase C T=8 real=0.20 loss=0.3878 lr=4.19e-05 1978 fov-steps/s eta 2h41m
[718240] phase C T=8 real=0.20 loss=0.4005 lr=4.18e-05 1973 fov-steps/s eta 2h40m
[718260] phase C T=8 real=0.20 loss=0.3931 lr=4.18e-05 1976 fov-steps/s eta 2h39m
[718280] phase C T=8 real=0.20 loss=0.3851 lr=4.18e-05 1963 fov-steps/s eta 2h39m
[718300] phase C T=8 real=0.20 loss=0.3780 lr=4.18e-05 1840 fov-steps/s eta 2h42m
[718320] phase C T=8 real=0.20 loss=0.3873 lr=4.17e-05 1979 fov-steps/s eta 2h41m
[718340] phase C T=8 real=0.20 loss=0.3917 lr=4.17e-05 1973 fov-steps/s eta 2h40m
[718360] phase C T=8 real=0.20 loss=0.3888 lr=4.17e-05 1977 fov-steps/s eta 2h39m
[718380] phase C T=8 real=0.20 loss=0.3793 lr=4.17e-05 1975 fov-steps/s eta 2h39m
[718400] phase C T=8 real=0.20 loss=0.3843 lr=4.17e-05 1936 fov-steps/s eta 2h39m
[718420] phase C T=8 real=0.20 loss=0.3940 lr=4.16e-05 1911 fov-steps/s eta 2h40m
[718440] phase C T=8 real=0.20 loss=0.3865 lr=4.16e-05 1974 fov-steps/s eta 2h39m
[718460] phase C T=8 real=0.20 loss=0.3829 lr=4.16e-05 1972 fov-steps/s eta 2h39m
[718480] phase C T=8 real=0.20 loss=0.3773 lr=4.16e-05 1978 fov-steps/s eta 2h38m
[718500] phase C T=8 real=0.20 loss=0.3798 lr=4.15e-05 1976 fov-steps/s eta 2h38m
[718520] phase C T=8 real=0.20 loss=0.3904 lr=4.15e-05 1847 fov-steps/s eta 2h41m
[718540] phase C T=8 real=0.20 loss=0.3852 lr=4.15e-05 1977 fov-steps/s eta 2h39m
[718560] phase C T=8 real=0.20 loss=0.3795 lr=4.15e-05 1978 fov-steps/s eta 2h39m
[718580] phase C T=8 real=0.20 loss=0.3881 lr=4.14e-05 1975 fov-steps/s eta 2h38m
[718600] phase C T=8 real=0.20 loss=0.3895 lr=4.14e-05 1976 fov-steps/s eta 2h38m
[718620] phase C T=8 real=0.20 loss=0.3914 lr=4.14e-05 1845 fov-steps/s eta 2h40m
[718640] phase C T=8 real=0.20 loss=0.3839 lr=4.14e-05 1974 fov-steps/s eta 2h39m
[718660] phase C T=8 real=0.20 loss=0.3814 lr=4.13e-05 1974 fov-steps/s eta 2h38m
[718680] phase C T=8 real=0.20 loss=0.3929 lr=4.13e-05 1972 fov-steps/s eta 2h38m
[718700] phase C T=8 real=0.20 loss=0.3848 lr=4.13e-05 1974 fov-steps/s eta 2h37m
[718720] phase C T=8 real=0.20 loss=0.3852 lr=4.13e-05 1891 fov-steps/s eta 2h39m
[718740] phase C T=8 real=0.20 loss=0.3877 lr=4.12e-05 1930 fov-steps/s eta 2h39m
[718760] phase C T=8 real=0.20 loss=0.3851 lr=4.12e-05 1979 fov-steps/s eta 2h38m
[718780] phase C T=8 real=0.20 loss=0.3821 lr=4.12e-05 1976 fov-steps/s eta 2h37m
[718800] phase C T=8 real=0.20 loss=0.3762 lr=4.12e-05 1977 fov-steps/s eta 2h37m
[718820] phase C T=8 real=0.20 loss=0.3868 lr=4.12e-05 1965 fov-steps/s eta 2h37m
[718840] phase C T=8 real=0.20 loss=0.3839 lr=4.11e-05 1852 fov-steps/s eta 2h39m
[718860] phase C T=8 real=0.20 loss=0.3824 lr=4.11e-05 1976 fov-steps/s eta 2h38m
[718880] phase C T=8 real=0.20 loss=0.3878 lr=4.11e-05 1976 fov-steps/s eta 2h37m
[718900] phase C T=8 real=0.20 loss=0.3823 lr=4.11e-05 1977 fov-steps/s eta 2h37m
[718920] phase C T=8 real=0.20 loss=0.3868 lr=4.10e-05 1976 fov-steps/s eta 2h36m
[718940] phase C T=8 real=0.20 loss=0.3894 lr=4.10e-05 1840 fov-steps/s eta 2h39m
[718960] phase C T=8 real=0.20 loss=0.3822 lr=4.10e-05 1964 fov-steps/s eta 2h38m
[718980] phase C T=8 real=0.20 loss=0.3783 lr=4.10e-05 1979 fov-steps/s eta 2h37m
[719000] phase C T=8 real=0.20 loss=0.3888 lr=4.09e-05 1979 fov-steps/s eta 2h36m
[719020] phase C T=8 real=0.20 loss=0.3825 lr=4.09e-05 1979 fov-steps/s eta 2h36m
[719040] phase C T=8 real=0.20 loss=0.3827 lr=4.09e-05 1887 fov-steps/s eta 2h38m
[719060] phase C T=8 real=0.20 loss=0.3889 lr=4.09e-05 1939 fov-steps/s eta 2h38m
[719080] phase C T=8 real=0.20 loss=0.3844 lr=4.08e-05 1972 fov-steps/s eta 2h37m
[719100] phase C T=8 real=0.20 loss=0.3797 lr=4.08e-05 1975 fov-steps/s eta 2h36m
[719120] phase C T=8 real=0.20 loss=0.3887 lr=4.08e-05 1973 fov-steps/s eta 2h36m
[719140] phase C T=8 real=0.20 loss=0.3854 lr=4.08e-05 1956 fov-steps/s eta 2h36m
[719160] phase C T=8 real=0.20 loss=0.3895 lr=4.07e-05 1871 fov-steps/s eta 2h38m
[719180] phase C T=8 real=0.20 loss=0.3891 lr=4.07e-05 1974 fov-steps/s eta 2h37m
[719200] phase C T=8 real=0.20 loss=0.3846 lr=4.07e-05 1969 fov-steps/s eta 2h36m
[719220] phase C T=8 real=0.20 loss=0.3876 lr=4.07e-05 1973 fov-steps/s eta 2h35m
[719240] phase C T=8 real=0.20 loss=0.3884 lr=4.06e-05 1976 fov-steps/s eta 2h35m
[719260] phase C T=8 real=0.20 loss=0.3905 lr=4.06e-05 1858 fov-steps/s eta 2h37m
[719280] phase C T=8 real=0.20 loss=0.3824 lr=4.06e-05 1976 fov-steps/s eta 2h36m
[719300] phase C T=8 real=0.20 loss=0.3819 lr=4.06e-05 1974 fov-steps/s eta 2h35m
[719320] phase C T=8 real=0.20 loss=0.3773 lr=4.05e-05 1975 fov-steps/s eta 2h35m
[719340] phase C T=8 real=0.20 loss=0.3908 lr=4.05e-05 1974 fov-steps/s eta 2h34m
[719360] phase C T=8 real=0.20 loss=0.3884 lr=4.05e-05 1863 fov-steps/s eta 2h37m
[719380] phase C T=8 real=0.20 loss=0.3879 lr=4.05e-05 1977 fov-steps/s eta 2h36m
[719400] phase C T=8 real=0.20 loss=0.3842 lr=4.04e-05 1978 fov-steps/s eta 2h35m
[719420] phase C T=8 real=0.20 loss=0.3761 lr=4.04e-05 1974 fov-steps/s eta 2h34m
[719440] phase C T=8 real=0.20 loss=0.3878 lr=4.04e-05 1973 fov-steps/s eta 2h34m
[719460] phase C T=8 real=0.20 loss=0.3902 lr=4.04e-05 1919 fov-steps/s eta 2h35m
[719480] phase C T=8 real=0.20 loss=0.3839 lr=4.03e-05 1882 fov-steps/s eta 2h37m
[719500] phase C T=8 real=0.20 loss=0.3800 lr=4.03e-05 1976 fov-steps/s eta 2h35m
[719520] phase C T=8 real=0.20 loss=0.3849 lr=4.03e-05 1976 fov-steps/s eta 2h34m
[719540] phase C T=8 real=0.20 loss=0.3856 lr=4.03e-05 1970 fov-steps/s eta 2h34m
[719560] phase C T=8 real=0.20 loss=0.3914 lr=4.02e-05 1968 fov-steps/s eta 2h34m
[719580] phase C T=8 real=0.20 loss=0.3839 lr=4.02e-05 1856 fov-steps/s eta 2h36m
[719600] phase C T=8 real=0.20 loss=0.3836 lr=4.02e-05 1959 fov-steps/s eta 2h35m
[719620] phase C T=8 real=0.20 loss=0.3795 lr=4.02e-05 1968 fov-steps/s eta 2h35m
[719640] phase C T=8 real=0.20 loss=0.3836 lr=4.01e-05 1978 fov-steps/s eta 2h34m
[719660] phase C T=8 real=0.20 loss=0.3811 lr=4.01e-05 1976 fov-steps/s eta 2h33m
[719680] phase C T=8 real=0.20 loss=0.3865 lr=4.01e-05 1845 fov-steps/s eta 2h36m
[719700] phase C T=8 real=0.20 loss=0.3848 lr=4.01e-05 1977 fov-steps/s eta 2h35m
[719720] phase C T=8 real=0.20 loss=0.3872 lr=4.00e-05 1975 fov-steps/s eta 2h34m
[719740] phase C T=8 real=0.20 loss=0.3879 lr=4.00e-05 1975 fov-steps/s eta 2h33m
[719760] phase C T=8 real=0.20 loss=0.3849 lr=4.00e-05 1978 fov-steps/s eta 2h33m
[719780] phase C T=8 real=0.20 loss=0.3908 lr=4.00e-05 1925 fov-steps/s eta 2h33m
[719800] phase C T=8 real=0.20 loss=0.3815 lr=3.99e-05 1917 fov-steps/s eta 2h34m
[719820] phase C T=8 real=0.20 loss=0.3826 lr=3.99e-05 1978 fov-steps/s eta 2h33m
[719840] phase C T=8 real=0.20 loss=0.3815 lr=3.99e-05 1981 fov-steps/s eta 2h32m
[719860] phase C T=8 real=0.20 loss=0.3888 lr=3.99e-05 1979 fov-steps/s eta 2h32m
[719880] phase C T=8 real=0.20 loss=0.3887 lr=3.98e-05 1975 fov-steps/s eta 2h32m
[719900] phase C T=8 real=0.20 loss=0.3838 lr=3.98e-05 1872 fov-steps/s eta 2h34m
[719920] phase C T=8 real=0.20 loss=0.3864 lr=3.98e-05 1976 fov-steps/s eta 2h33m
[719940] phase C T=8 real=0.20 loss=0.3921 lr=3.98e-05 1977 fov-steps/s eta 2h32m
[719960] phase C T=8 real=0.20 loss=0.3787 lr=3.97e-05 1979 fov-steps/s eta 2h32m
[719980] phase C T=8 real=0.20 loss=0.3875 lr=3.97e-05 1979 fov-steps/s eta 2h31m
[720000] phase C T=8 real=0.20 loss=0.3864 lr=3.97e-05 1864 fov-steps/s eta 2h34m
[ckpt] /root/surf/ffn_run6/ckpt_720000.pt
[720020] phase C T=8 real=0.20 loss=0.3801 lr=3.97e-05 1972 fov-steps/s eta 2h33m
[720040] phase C T=8 real=0.20 loss=0.3929 lr=3.96e-05 1978 fov-steps/s eta 2h32m
[720060] phase C T=8 real=0.20 loss=0.3855 lr=3.96e-05 1976 fov-steps/s eta 2h31m
[720080] phase C T=8 real=0.20 loss=0.3846 lr=3.96e-05 1977 fov-steps/s eta 2h31m
[720100] phase C T=8 real=0.20 loss=0.3845 lr=3.96e-05 1915 fov-steps/s eta 2h32m
[720120] phase C T=8 real=0.20 loss=0.3829 lr=3.95e-05 1925 fov-steps/s eta 2h33m
[720140] phase C T=8 real=0.20 loss=0.3885 lr=3.95e-05 1974 fov-steps/s eta 2h32m
[720160] phase C T=8 real=0.20 loss=0.3856 lr=3.95e-05 1978 fov-steps/s eta 2h31m
[720180] phase C T=8 real=0.20 loss=0.3829 lr=3.95e-05 1977 fov-steps/s eta 2h31m
[720200] phase C T=8 real=0.20 loss=0.3747 lr=3.94e-05 1979 fov-steps/s eta 2h30m
[720220] phase C T=8 real=0.20 loss=0.3861 lr=3.94e-05 1856 fov-steps/s eta 2h33m
[720240] phase C T=8 real=0.20 loss=0.3888 lr=3.94e-05 1978 fov-steps/s eta 2h32m
[720260] phase C T=8 real=0.20 loss=0.3844 lr=3.94e-05 1967 fov-steps/s eta 2h31m
[720280] phase C T=8 real=0.20 loss=0.3925 lr=3.93e-05 1962 fov-steps/s eta 2h31m
[720300] phase C T=8 real=0.20 loss=0.3851 lr=3.93e-05 1979 fov-steps/s eta 2h30m
[720320] phase C T=8 real=0.20 loss=0.3744 lr=3.93e-05 1699 fov-steps/s eta 2h37m
[720340] phase C T=8 real=0.20 loss=0.3834 lr=3.93e-05 1978 fov-steps/s eta 2h34m
[720360] phase C T=8 real=0.20 loss=0.3854 lr=3.92e-05 1979 fov-steps/s eta 2h32m
[720380] phase C T=8 real=0.20 loss=0.3809 lr=3.92e-05 1978 fov-steps/s eta 2h31m
[720400] phase C T=8 real=0.20 loss=0.3812 lr=3.92e-05 1978 fov-steps/s eta 2h30m
[720420] phase C T=8 real=0.20 loss=0.3863 lr=3.92e-05 1888 fov-steps/s eta 2h32m
[720440] phase C T=8 real=0.20 loss=0.3862 lr=3.91e-05 1936 fov-steps/s eta 2h32m
[720460] phase C T=8 real=0.20 loss=0.3922 lr=3.91e-05 1976 fov-steps/s eta 2h31m
[720480] phase C T=8 real=0.20 loss=0.3857 lr=3.91e-05 1976 fov-steps/s eta 2h30m
[720500] phase C T=8 real=0.20 loss=0.3903 lr=3.91e-05 1980 fov-steps/s eta 2h29m
[720520] phase C T=8 real=0.20 loss=0.3886 lr=3.90e-05 1945 fov-steps/s eta 2h30m
[720540] phase C T=8 real=0.20 loss=0.3870 lr=3.90e-05 1882 fov-steps/s eta 2h31m
[720560] phase C T=8 real=0.20 loss=0.3861 lr=3.90e-05 1973 fov-steps/s eta 2h30m
[720580] phase C T=8 real=0.20 loss=0.3772 lr=3.89e-05 1978 fov-steps/s eta 2h30m
[720600] phase C T=8 real=0.20 loss=0.3831 lr=3.89e-05 1978 fov-steps/s eta 2h29m
[720620] phase C T=8 real=0.20 loss=0.3872 lr=3.89e-05 1976 fov-steps/s eta 2h29m
[720640] phase C T=8 real=0.20 loss=0.3756 lr=3.89e-05 1848 fov-steps/s eta 2h31m
[720660] phase C T=8 real=0.20 loss=0.3957 lr=3.88e-05 1976 fov-steps/s eta 2h30m
[720680] phase C T=8 real=0.20 loss=0.3892 lr=3.88e-05 1977 fov-steps/s eta 2h29m
[720700] phase C T=8 real=0.20 loss=0.3833 lr=3.88e-05 1978 fov-steps/s eta 2h29m
[720720] phase C T=8 real=0.20 loss=0.3863 lr=3.88e-05 1973 fov-steps/s eta 2h28m
[720740] phase C T=8 real=0.20 loss=0.3881 lr=3.87e-05 1862 fov-steps/s eta 2h31m
[720760] phase C T=8 real=0.20 loss=0.3867 lr=3.87e-05 1978 fov-steps/s eta 2h30m
[720780] phase C T=8 real=0.20 loss=0.3954 lr=3.87e-05 1977 fov-steps/s eta 2h29m
[720800] phase C T=8 real=0.20 loss=0.3844 lr=3.87e-05 1979 fov-steps/s eta 2h28m
[720820] phase C T=8 real=0.20 loss=0.3859 lr=3.86e-05 1979 fov-steps/s eta 2h28m
[720840] phase C T=8 real=0.20 loss=0.3837 lr=3.86e-05 1915 fov-steps/s eta 2h29m
[720860] phase C T=8 real=0.20 loss=0.3826 lr=3.86e-05 1911 fov-steps/s eta 2h30m
[720880] phase C T=8 real=0.20 loss=0.3874 lr=3.86e-05 1980 fov-steps/s eta 2h29m
[720900] phase C T=8 real=0.20 loss=0.3862 lr=3.85e-05 1979 fov-steps/s eta 2h28m
[720920] phase C T=8 real=0.20 loss=0.3801 lr=3.85e-05 1971 fov-steps/s eta 2h28m
[720940] phase C T=8 real=0.20 loss=0.3881 lr=3.85e-05 1959 fov-steps/s eta 2h28m
[720960] phase C T=8 real=0.20 loss=0.3846 lr=3.84e-05 1867 fov-steps/s eta 2h30m
[720980] phase C T=8 real=0.20 loss=0.3793 lr=3.84e-05 1977 fov-steps/s eta 2h29m
[721000] phase C T=8 real=0.20 loss=0.3916 lr=3.84e-05 1973 fov-steps/s eta 2h28m
[721020] phase C T=8 real=0.20 loss=0.3907 lr=3.84e-05 1977 fov-steps/s eta 2h27m
[721040] phase C T=8 real=0.20 loss=0.3866 lr=3.83e-05 1973 fov-steps/s eta 2h27m
[721060] phase C T=8 real=0.20 loss=0.3942 lr=3.83e-05 1847 fov-steps/s eta 2h30m
[721080] phase C T=8 real=0.20 loss=0.3770 lr=3.83e-05 1977 fov-steps/s eta 2h28m
[721100] phase C T=8 real=0.20 loss=0.3832 lr=3.83e-05 1979 fov-steps/s eta 2h28m
[721120] phase C T=8 real=0.20 loss=0.3885 lr=3.82e-05 1980 fov-steps/s eta 2h27m
[721140] phase C T=8 real=0.20 loss=0.3752 lr=3.82e-05 1976 fov-steps/s eta 2h26m
[721160] phase C T=8 real=0.20 loss=0.3816 lr=3.82e-05 1895 fov-steps/s eta 2h28m
[721180] phase C T=8 real=0.20 loss=0.3823 lr=3.82e-05 1941 fov-steps/s eta 2h28m
[721200] phase C T=8 real=0.20 loss=0.3840 lr=3.81e-05 1977 fov-steps/s eta 2h27m
[721220] phase C T=8 real=0.20 loss=0.3933 lr=3.81e-05 1976 fov-steps/s eta 2h27m
[721240] phase C T=8 real=0.20 loss=0.3846 lr=3.81e-05 1975 fov-steps/s eta 2h26m
[721260] phase C T=8 real=0.20 loss=0.3807 lr=3.80e-05 1967 fov-steps/s eta 2h26m
[721280] phase C T=8 real=0.20 loss=0.3893 lr=3.80e-05 1845 fov-steps/s eta 2h29m
[721300] phase C T=8 real=0.20 loss=0.3863 lr=3.80e-05 1978 fov-steps/s eta 2h27m
[721320] phase C T=8 real=0.20 loss=0.3828 lr=3.80e-05 1978 fov-steps/s eta 2h27m
[721340] phase C T=8 real=0.20 loss=0.3885 lr=3.79e-05 1979 fov-steps/s eta 2h26m
[721360] phase C T=8 real=0.20 loss=0.3854 lr=3.79e-05 1979 fov-steps/s eta 2h25m
[721380] phase C T=8 real=0.20 loss=0.3782 lr=3.79e-05 1880 fov-steps/s eta 2h27m
[721400] phase C T=8 real=0.20 loss=0.3875 lr=3.79e-05 1973 fov-steps/s eta 2h27m
[721420] phase C T=8 real=0.20 loss=0.3843 lr=3.78e-05 1973 fov-steps/s eta 2h26m
[721440] phase C T=8 real=0.20 loss=0.3916 lr=3.78e-05 1976 fov-steps/s eta 2h25m
[721460] phase C T=8 real=0.20 loss=0.3862 lr=3.78e-05 1977 fov-steps/s eta 2h25m
[721480] phase C T=8 real=0.20 loss=0.3893 lr=3.78e-05 1905 fov-steps/s eta 2h26m
[721500] phase C T=8 real=0.20 loss=0.3903 lr=3.77e-05 1932 fov-steps/s eta 2h27m
[721520] phase C T=8 real=0.20 loss=0.3781 lr=3.77e-05 1975 fov-steps/s eta 2h26m
[721540] phase C T=8 real=0.20 loss=0.3797 lr=3.77e-05 1974 fov-steps/s eta 2h25m
[721560] phase C T=8 real=0.20 loss=0.3832 lr=3.76e-05 1977 fov-steps/s eta 2h25m
[721580] phase C T=8 real=0.20 loss=0.3777 lr=3.76e-05 1949 fov-steps/s eta 2h25m
[721600] phase C T=8 real=0.20 loss=0.3927 lr=3.76e-05 1882 fov-steps/s eta 2h27m
[721620] phase C T=8 real=0.20 loss=0.3866 lr=3.76e-05 1978 fov-steps/s eta 2h26m
[721640] phase C T=8 real=0.20 loss=0.3874 lr=3.75e-05 1978 fov-steps/s eta 2h25m
[721660] phase C T=8 real=0.20 loss=0.3846 lr=3.75e-05 1976 fov-steps/s eta 2h24m
[721680] phase C T=8 real=0.20 loss=0.3873 lr=3.75e-05 1977 fov-steps/s eta 2h24m
[721700] phase C T=8 real=0.20 loss=0.3833 lr=3.75e-05 1855 fov-steps/s eta 2h26m
[721720] phase C T=8 real=0.20 loss=0.3854 lr=3.74e-05 1978 fov-steps/s eta 2h25m
[721740] phase C T=8 real=0.20 loss=0.3882 lr=3.74e-05 1979 fov-steps/s eta 2h25m
[721760] phase C T=8 real=0.20 loss=0.3880 lr=3.74e-05 1980 fov-steps/s eta 2h24m
[721780] phase C T=8 real=0.20 loss=0.3836 lr=3.73e-05 1972 fov-steps/s eta 2h24m
[721800] phase C T=8 real=0.20 loss=0.3880 lr=3.73e-05 1841 fov-steps/s eta 2h26m
[721820] phase C T=8 real=0.20 loss=0.3871 lr=3.73e-05 1981 fov-steps/s eta 2h25m
[721840] phase C T=8 real=0.20 loss=0.3872 lr=3.73e-05 1978 fov-steps/s eta 2h24m
[721860] phase C T=8 real=0.20 loss=0.3893 lr=3.72e-05 1970 fov-steps/s eta 2h24m
[721880] phase C T=8 real=0.20 loss=0.3839 lr=3.72e-05 1975 fov-steps/s eta 2h23m
[721900] phase C T=8 real=0.20 loss=0.3873 lr=3.72e-05 1922 fov-steps/s eta 2h24m
[721920] phase C T=8 real=0.20 loss=0.3906 lr=3.72e-05 1888 fov-steps/s eta 2h26m
[721940] phase C T=8 real=0.20 loss=0.3838 lr=3.71e-05 1979 fov-steps/s eta 2h24m
[721960] phase C T=8 real=0.20 loss=0.3858 lr=3.71e-05 1979 fov-steps/s eta 2h24m
[721980] phase C T=8 real=0.20 loss=0.3880 lr=3.71e-05 1979 fov-steps/s eta 2h23m
[722000] phase C T=8 real=0.20 loss=0.3818 lr=3.70e-05 1979 fov-steps/s eta 2h23m
[722020] phase C T=8 real=0.20 loss=0.3904 lr=3.70e-05 1861 fov-steps/s eta 2h25m
[722040] phase C T=8 real=0.20 loss=0.3875 lr=3.70e-05 1978 fov-steps/s eta 2h24m
[722060] phase C T=8 real=0.20 loss=0.3862 lr=3.70e-05 1980 fov-steps/s eta 2h23m
[722080] phase C T=8 real=0.20 loss=0.3856 lr=3.69e-05 1980 fov-steps/s eta 2h22m
[722100] phase C T=8 real=0.20 loss=0.3813 lr=3.69e-05 1980 fov-steps/s eta 2h22m
[722120] phase C T=8 real=0.20 loss=0.3832 lr=3.69e-05 1859 fov-steps/s eta 2h24m
[722140] phase C T=8 real=0.20 loss=0.3807 lr=3.69e-05 1965 fov-steps/s eta 2h24m
[722160] phase C T=8 real=0.20 loss=0.3803 lr=3.68e-05 1981 fov-steps/s eta 2h23m
[722180] phase C T=8 real=0.20 loss=0.3881 lr=3.68e-05 1978 fov-steps/s eta 2h22m
[722200] phase C T=8 real=0.20 loss=0.3775 lr=3.68e-05 1977 fov-steps/s eta 2h22m
[722220] phase C T=8 real=0.20 loss=0.3849 lr=3.67e-05 1935 fov-steps/s eta 2h22m
[722240] phase C T=8 real=0.20 loss=0.3849 lr=3.67e-05 1878 fov-steps/s eta 2h24m
[722260] phase C T=8 real=0.20 loss=0.3852 lr=3.67e-05 1947 fov-steps/s eta 2h24m
[722280] phase C T=8 real=0.20 loss=0.3837 lr=3.67e-05 1977 fov-steps/s eta 2h23m
[722300] phase C T=8 real=0.20 loss=0.3861 lr=3.66e-05 1978 fov-steps/s eta 2h22m
[722320] phase C T=8 real=0.20 loss=0.3834 lr=3.66e-05 1977 fov-steps/s eta 2h22m
[722340] phase C T=8 real=0.20 loss=0.3809 lr=3.66e-05 1858 fov-steps/s eta 2h24m
[722360] phase C T=8 real=0.20 loss=0.3873 lr=3.65e-05 1979 fov-steps/s eta 2h23m
[722380] phase C T=8 real=0.20 loss=0.3855 lr=3.65e-05 1971 fov-steps/s eta 2h22m
[722400] phase C T=8 real=0.20 loss=0.3888 lr=3.65e-05 1978 fov-steps/s eta 2h21m
[722420] phase C T=8 real=0.20 loss=0.3819 lr=3.65e-05 1978 fov-steps/s eta 2h21m
[722440] phase C T=8 real=0.20 loss=0.3844 lr=3.64e-05 1846 fov-steps/s eta 2h23m
[722460] phase C T=8 real=0.20 loss=0.3819 lr=3.64e-05 1980 fov-steps/s eta 2h22m
[722480] phase C T=8 real=0.20 loss=0.3762 lr=3.64e-05 1973 fov-steps/s eta 2h22m
[722500] phase C T=8 real=0.20 loss=0.3823 lr=3.63e-05 1978 fov-steps/s eta 2h21m
[722520] phase C T=8 real=0.20 loss=0.3903 lr=3.63e-05 1977 fov-steps/s eta 2h20m
[722540] phase C T=8 real=0.20 loss=0.3891 lr=3.63e-05 1914 fov-steps/s eta 2h22m
[722560] phase C T=8 real=0.20 loss=0.3810 lr=3.63e-05 1905 fov-steps/s eta 2h22m
[722580] phase C T=8 real=0.20 loss=0.3975 lr=3.62e-05 1980 fov-steps/s eta 2h21m
[722600] phase C T=8 real=0.20 loss=0.3949 lr=3.62e-05 1978 fov-steps/s eta 2h21m
[722620] phase C T=8 real=0.20 loss=0.3838 lr=3.62e-05 1980 fov-steps/s eta 2h20m
[722640] phase C T=8 real=0.20 loss=0.3799 lr=3.62e-05 1977 fov-steps/s eta 2h20m
[722660] phase C T=8 real=0.20 loss=0.3793 lr=3.61e-05 1850 fov-steps/s eta 2h22m
[722680] phase C T=8 real=0.20 loss=0.3799 lr=3.61e-05 1968 fov-steps/s eta 2h21m
[722700] phase C T=8 real=0.20 loss=0.3821 lr=3.61e-05 1978 fov-steps/s eta 2h21m
[722720] phase C T=8 real=0.20 loss=0.3923 lr=3.60e-05 1979 fov-steps/s eta 2h20m
[722740] phase C T=8 real=0.20 loss=0.3831 lr=3.60e-05 1978 fov-steps/s eta 2h20m
[722760] phase C T=8 real=0.20 loss=0.3762 lr=3.60e-05 1865 fov-steps/s eta 2h22m
[722780] phase C T=8 real=0.20 loss=0.3822 lr=3.60e-05 1976 fov-steps/s eta 2h21m
[722800] phase C T=8 real=0.20 loss=0.3812 lr=3.59e-05 1976 fov-steps/s eta 2h20m
[722820] phase C T=8 real=0.20 loss=0.3926 lr=3.59e-05 1979 fov-steps/s eta 2h19m
[722840] phase C T=8 real=0.20 loss=0.3822 lr=3.59e-05 1976 fov-steps/s eta 2h19m
[722860] phase C T=8 real=0.20 loss=0.3808 lr=3.58e-05 1961 fov-steps/s eta 2h19m
[722880] phase C T=8 real=0.20 loss=0.3792 lr=3.58e-05 1889 fov-steps/s eta 2h21m
[722900] phase C T=8 real=0.20 loss=0.3880 lr=3.58e-05 1979 fov-steps/s eta 2h20m
[722920] phase C T=8 real=0.20 loss=0.3850 lr=3.58e-05 1959 fov-steps/s eta 2h20m
[722940] phase C T=8 real=0.20 loss=0.3857 lr=3.57e-05 1979 fov-steps/s eta 2h19m
[722960] phase C T=8 real=0.20 loss=0.3952 lr=3.57e-05 1978 fov-steps/s eta 2h19m
[722980] phase C T=8 real=0.20 loss=0.3820 lr=3.57e-05 1820 fov-steps/s eta 2h22m
[723000] phase C T=8 real=0.20 loss=0.3838 lr=3.56e-05 1978 fov-steps/s eta 2h20m
[723020] phase C T=8 real=0.20 loss=0.3860 lr=3.56e-05 1973 fov-steps/s eta 2h20m
[723040] phase C T=8 real=0.20 loss=0.3901 lr=3.56e-05 1977 fov-steps/s eta 2h19m
[723060] phase C T=8 real=0.20 loss=0.3826 lr=3.56e-05 1976 fov-steps/s eta 2h18m
[723080] phase C T=8 real=0.20 loss=0.3833 lr=3.55e-05 1873 fov-steps/s eta 2h20m
[723100] phase C T=8 real=0.20 loss=0.3858 lr=3.55e-05 1973 fov-steps/s eta 2h19m
[723120] phase C T=8 real=0.20 loss=0.3873 lr=3.55e-05 1976 fov-steps/s eta 2h19m
[723140] phase C T=8 real=0.20 loss=0.3855 lr=3.54e-05 1975 fov-steps/s eta 2h18m
[723160] phase C T=8 real=0.20 loss=0.3841 lr=3.54e-05 1977 fov-steps/s eta 2h18m
[723180] phase C T=8 real=0.20 loss=0.3856 lr=3.54e-05 1894 fov-steps/s eta 2h19m
[723200] phase C T=8 real=0.20 loss=0.3782 lr=3.54e-05 1946 fov-steps/s eta 2h19m
[723220] phase C T=8 real=0.20 loss=0.3829 lr=3.53e-05 1974 fov-steps/s eta 2h18m
[723240] phase C T=8 real=0.20 loss=0.3864 lr=3.53e-05 1974 fov-steps/s eta 2h18m
[723260] phase C T=8 real=0.20 loss=0.3855 lr=3.53e-05 1969 fov-steps/s eta 2h18m
[723280] phase C T=8 real=0.20 loss=0.3881 lr=3.52e-05 1916 fov-steps/s eta 2h18m
[723300] phase C T=8 real=0.20 loss=0.3875 lr=3.52e-05 1893 fov-steps/s eta 2h20m
[723320] phase C T=8 real=0.20 loss=0.3793 lr=3.52e-05 1966 fov-steps/s eta 2h19m
[723340] phase C T=8 real=0.20 loss=0.3828 lr=3.52e-05 1974 fov-steps/s eta 2h18m
[723360] phase C T=8 real=0.20 loss=0.3829 lr=3.51e-05 1975 fov-steps/s eta 2h17m
[723380] phase C T=8 real=0.20 loss=0.3762 lr=3.51e-05 1974 fov-steps/s eta 2h17m
[723400] phase C T=8 real=0.20 loss=0.3832 lr=3.51e-05 1862 fov-steps/s eta 2h19m
[723420] phase C T=8 real=0.20 loss=0.3945 lr=3.50e-05 1979 fov-steps/s eta 2h18m
[723440] phase C T=8 real=0.20 loss=0.3784 lr=3.50e-05 1978 fov-steps/s eta 2h17m
[723460] phase C T=8 real=0.20 loss=0.3853 lr=3.50e-05 1977 fov-steps/s eta 2h17m
[723480] phase C T=8 real=0.20 loss=0.3872 lr=3.50e-05 1976 fov-steps/s eta 2h16m
[723500] phase C T=8 real=0.20 loss=0.3836 lr=3.49e-05 1893 fov-steps/s eta 2h18m
[723520] phase C T=8 real=0.20 loss=0.3854 lr=3.49e-05 1953 fov-steps/s eta 2h17m
[723540] phase C T=8 real=0.20 loss=0.3869 lr=3.49e-05 1979 fov-steps/s eta 2h17m
[723560] phase C T=8 real=0.20 loss=0.3773 lr=3.48e-05 1977 fov-steps/s eta 2h16m
[723580] phase C T=8 real=0.20 loss=0.3861 lr=3.48e-05 1966 fov-steps/s eta 2h16m
[723600] phase C T=8 real=0.20 loss=0.3872 lr=3.48e-05 1975 fov-steps/s eta 2h16m
[723620] phase C T=8 real=0.20 loss=0.3871 lr=3.48e-05 1838 fov-steps/s eta 2h18m
[723640] phase C T=8 real=0.20 loss=0.3825 lr=3.47e-05 1978 fov-steps/s eta 2h17m
[723660] phase C T=8 real=0.20 loss=0.3801 lr=3.47e-05 1979 fov-steps/s eta 2h16m
[723680] phase C T=8 real=0.20 loss=0.3773 lr=3.47e-05 1979 fov-steps/s eta 2h16m
[723700] phase C T=8 real=0.20 loss=0.3817 lr=3.46e-05 1976 fov-steps/s eta 2h15m
[723720] phase C T=8 real=0.20 loss=0.3810 lr=3.46e-05 1858 fov-steps/s eta 2h18m
[723740] phase C T=8 real=0.20 loss=0.3892 lr=3.46e-05 1979 fov-steps/s eta 2h16m
[723760] phase C T=8 real=0.20 loss=0.3831 lr=3.46e-05 1978 fov-steps/s eta 2h16m
[723780] phase C T=8 real=0.20 loss=0.3829 lr=3.45e-05 1963 fov-steps/s eta 2h16m
[723800] phase C T=8 real=0.20 loss=0.3834 lr=3.45e-05 1976 fov-steps/s eta 2h15m
[723820] phase C T=8 real=0.20 loss=0.3805 lr=3.45e-05 1903 fov-steps/s eta 2h16m
[723840] phase C T=8 real=0.20 loss=0.3809 lr=3.44e-05 1927 fov-steps/s eta 2h17m
[723860] phase C T=8 real=0.20 loss=0.3795 lr=3.44e-05 1978 fov-steps/s eta 2h16m
[723880] phase C T=8 real=0.20 loss=0.3907 lr=3.44e-05 1979 fov-steps/s eta 2h15m
[723900] phase C T=8 real=0.20 loss=0.3877 lr=3.43e-05 1978 fov-steps/s eta 2h15m
[723920] phase C T=8 real=0.20 loss=0.3847 lr=3.43e-05 1963 fov-steps/s eta 2h15m
[723940] phase C T=8 real=0.20 loss=0.3903 lr=3.43e-05 1865 fov-steps/s eta 2h17m
[723960] phase C T=8 real=0.20 loss=0.3824 lr=3.43e-05 1911 fov-steps/s eta 2h17m
[723980] phase C T=8 real=0.20 loss=0.3899 lr=3.42e-05 1976 fov-steps/s eta 2h16m
[724000] phase C T=8 real=0.20 loss=0.3858 lr=3.42e-05 1977 fov-steps/s eta 2h15m
[724020] phase C T=8 real=0.20 loss=0.3857 lr=3.42e-05 1976 fov-steps/s eta 2h14m
[724040] phase C T=8 real=0.20 loss=0.3791 lr=3.41e-05 1854 fov-steps/s eta 2h17m
[724060] phase C T=8 real=0.20 loss=0.3836 lr=3.41e-05 1976 fov-steps/s eta 2h15m
[724080] phase C T=8 real=0.20 loss=0.3801 lr=3.41e-05 1975 fov-steps/s eta 2h15m
[724100] phase C T=8 real=0.20 loss=0.3861 lr=3.41e-05 1976 fov-steps/s eta 2h14m
[724120] phase C T=8 real=0.20 loss=0.3758 lr=3.40e-05 1973 fov-steps/s eta 2h14m
[724140] phase C T=8 real=0.20 loss=0.3880 lr=3.40e-05 1850 fov-steps/s eta 2h16m
[724160] phase C T=8 real=0.20 loss=0.3839 lr=3.40e-05 1971 fov-steps/s eta 2h15m
[724180] phase C T=8 real=0.20 loss=0.3918 lr=3.39e-05 1973 fov-steps/s eta 2h14m
[724200] phase C T=8 real=0.20 loss=0.3827 lr=3.39e-05 1974 fov-steps/s eta 2h14m
[724220] phase C T=8 real=0.20 loss=0.3854 lr=3.39e-05 1976 fov-steps/s eta 2h13m
[724240] phase C T=8 real=0.20 loss=0.3816 lr=3.39e-05 1903 fov-steps/s eta 2h14m
[724260] phase C T=8 real=0.20 loss=0.3853 lr=3.38e-05 1885 fov-steps/s eta 2h16m
[724280] phase C T=8 real=0.20 loss=0.3832 lr=3.38e-05 1975 fov-steps/s eta 2h15m
[724300] phase C T=8 real=0.20 loss=0.3946 lr=3.38e-05 1975 fov-steps/s eta 2h14m
[724320] phase C T=8 real=0.20 loss=0.3867 lr=3.37e-05 1977 fov-steps/s eta 2h13m
[724340] phase C T=8 real=0.20 loss=0.3845 lr=3.37e-05 1977 fov-steps/s eta 2h13m
[724360] phase C T=8 real=0.20 loss=0.3904 lr=3.37e-05 1848 fov-steps/s eta 2h15m
[724380] phase C T=8 real=0.20 loss=0.3849 lr=3.36e-05 1976 fov-steps/s eta 2h14m
[724400] phase C T=8 real=0.20 loss=0.3890 lr=3.36e-05 1977 fov-steps/s eta 2h13m
[724420] phase C T=8 real=0.20 loss=0.3865 lr=3.36e-05 1977 fov-steps/s eta 2h13m
[724440] phase C T=8 real=0.20 loss=0.3840 lr=3.36e-05 1979 fov-steps/s eta 2h12m
[724460] phase C T=8 real=0.20 loss=0.3860 lr=3.35e-05 1863 fov-steps/s eta 2h14m
[724480] phase C T=8 real=0.20 loss=0.3874 lr=3.35e-05 1981 fov-steps/s eta 2h13m
[724500] phase C T=8 real=0.20 loss=0.3915 lr=3.35e-05 1978 fov-steps/s eta 2h12m
[724520] phase C T=8 real=0.20 loss=0.3826 lr=3.34e-05 1975 fov-steps/s eta 2h12m
[724540] phase C T=8 real=0.20 loss=0.3883 lr=3.34e-05 1975 fov-steps/s eta 2h12m
[724560] phase C T=8 real=0.20 loss=0.3857 lr=3.34e-05 1948 fov-steps/s eta 2h12m
[724580] phase C T=8 real=0.20 loss=0.3851 lr=3.34e-05 1890 fov-steps/s eta 2h13m
[724600] phase C T=8 real=0.20 loss=0.3916 lr=3.33e-05 1976 fov-steps/s eta 2h13m
[724620] phase C T=8 real=0.20 loss=0.3892 lr=3.33e-05 1971 fov-steps/s eta 2h12m
[724640] phase C T=8 real=0.20 loss=0.3845 lr=3.33e-05 1977 fov-steps/s eta 2h11m
[724660] phase C T=8 real=0.20 loss=0.3932 lr=3.32e-05 1978 fov-steps/s eta 2h11m
[724680] phase C T=8 real=0.20 loss=0.3846 lr=3.32e-05 1847 fov-steps/s eta 2h13m
[724700] phase C T=8 real=0.20 loss=0.3849 lr=3.32e-05 1975 fov-steps/s eta 2h12m
[724720] phase C T=8 real=0.20 loss=0.3744 lr=3.31e-05 1977 fov-steps/s eta 2h12m
[724740] phase C T=8 real=0.20 loss=0.3857 lr=3.31e-05 1978 fov-steps/s eta 2h11m
[724760] phase C T=8 real=0.20 loss=0.3852 lr=3.31e-05 1976 fov-steps/s eta 2h11m
[724780] phase C T=8 real=0.20 loss=0.3828 lr=3.31e-05 1850 fov-steps/s eta 2h13m
[724800] phase C T=8 real=0.20 loss=0.3844 lr=3.30e-05 1979 fov-steps/s eta 2h12m
[724820] phase C T=8 real=0.20 loss=0.3807 lr=3.30e-05 1975 fov-steps/s eta 2h11m
[724840] phase C T=8 real=0.20 loss=0.3841 lr=3.30e-05 1967 fov-steps/s eta 2h11m
[724860] phase C T=8 real=0.20 loss=0.3800 lr=3.29e-05 1975 fov-steps/s eta 2h10m
[724880] phase C T=8 real=0.20 loss=0.3924 lr=3.29e-05 1892 fov-steps/s eta 2h12m
[724900] phase C T=8 real=0.20 loss=0.3869 lr=3.29e-05 1926 fov-steps/s eta 2h12m
[724920] phase C T=8 real=0.20 loss=0.3866 lr=3.28e-05 1974 fov-steps/s eta 2h11m
[724940] phase C T=8 real=0.20 loss=0.3840 lr=3.28e-05 1976 fov-steps/s eta 2h11m
[724960] phase C T=8 real=0.20 loss=0.3813 lr=3.28e-05 1974 fov-steps/s eta 2h10m
[724980] phase C T=8 real=0.20 loss=0.3830 lr=3.28e-05 1957 fov-steps/s eta 2h10m
[725000] phase C T=8 real=0.20 loss=0.3856 lr=3.27e-05 1876 fov-steps/s eta 2h12m
[ckpt] /root/surf/ffn_run6/ckpt_725000.pt
[val 725000] NERL all=0.3928 (real=0.3928 synth=0.092) | merge all=0.0833 (real=0.0521 blind=0.0581) inst=190 | best_nerl=0.4242 best_realmerge=0.0521 (133s)
[val 725000] movement: panel_1step=0.0895 mean_steps=466.79 core_1step=0.3571
[val 725000] CORE (unlabelled target regime): score=0.02025 cov=0.2724 inst=14 valid=0.857 | best_core=0.04247
[725020] phase C T=8 real=0.20 loss=0.3907 lr=3.27e-05 1987 fov-steps/s eta 2h11m
[725040] phase C T=8 real=0.20 loss=0.3817 lr=3.27e-05 1982 fov-steps/s eta 2h10m
[725060] phase C T=8 real=0.20 loss=0.3842 lr=3.26e-05 1946 fov-steps/s eta 2h10m
[725080] phase C T=8 real=0.20 loss=0.3868 lr=3.26e-05 1982 fov-steps/s eta 2h10m
[725100] phase C T=8 real=0.20 loss=0.3843 lr=3.26e-05 1835 fov-steps/s eta 2h12m
[725120] phase C T=8 real=0.20 loss=0.3946 lr=3.25e-05 1944 fov-steps/s eta 2h12m
[725140] phase C T=8 real=0.20 loss=0.3909 lr=3.25e-05 1984 fov-steps/s eta 2h10m
[725160] phase C T=8 real=0.20 loss=0.3829 lr=3.25e-05 1980 fov-steps/s eta 2h10m
[725180] phase C T=8 real=0.20 loss=0.3912 lr=3.25e-05 1982 fov-steps/s eta 2h09m
[725200] phase C T=8 real=0.20 loss=0.3943 lr=3.24e-05 1976 fov-steps/s eta 2h09m
[725220] phase C T=8 real=0.20 loss=0.3852 lr=3.24e-05 1848 fov-steps/s eta 2h11m
[725240] phase C T=8 real=0.20 loss=0.3776 lr=3.24e-05 1984 fov-steps/s eta 2h10m
[725260] phase C T=8 real=0.20 loss=0.3876 lr=3.23e-05 1982 fov-steps/s eta 2h09m
[725280] phase C T=8 real=0.20 loss=0.3879 lr=3.23e-05 1983 fov-steps/s eta 2h09m
[725300] phase C T=8 real=0.20 loss=0.3886 lr=3.23e-05 1982 fov-steps/s eta 2h08m
[725320] phase C T=8 real=0.20 loss=0.3828 lr=3.22e-05 1855 fov-steps/s eta 2h10m
[725340] phase C T=8 real=0.20 loss=0.3777 lr=3.22e-05 1981 fov-steps/s eta 2h09m
[725360] phase C T=8 real=0.20 loss=0.3861 lr=3.22e-05 1981 fov-steps/s eta 2h09m
[725380] phase C T=8 real=0.20 loss=0.3929 lr=3.22e-05 1978 fov-steps/s eta 2h08m
[725400] phase C T=8 real=0.20 loss=0.3794 lr=3.21e-05 1980 fov-steps/s eta 2h08m
[725420] phase C T=8 real=0.20 loss=0.3847 lr=3.21e-05 1854 fov-steps/s eta 2h10m
[725440] phase C T=8 real=0.20 loss=0.3923 lr=3.21e-05 1955 fov-steps/s eta 2h09m
[725460] phase C T=8 real=0.20 loss=0.3896 lr=3.20e-05 1978 fov-steps/s eta 2h09m
[725480] phase C T=8 real=0.20 loss=0.3813 lr=3.20e-05 1972 fov-steps/s eta 2h08m
[725500] phase C T=8 real=0.20 loss=0.3831 lr=3.20e-05 1977 fov-steps/s eta 2h08m
[725520] phase C T=8 real=0.20 loss=0.3965 lr=3.19e-05 1964 fov-steps/s eta 2h08m
[725540] phase C T=8 real=0.20 loss=0.3908 lr=3.19e-05 1869 fov-steps/s eta 2h09m
[725560] phase C T=8 real=0.20 loss=0.3835 lr=3.19e-05 1975 fov-steps/s eta 2h09m
[725580] phase C T=8 real=0.20 loss=0.3777 lr=3.19e-05 1973 fov-steps/s eta 2h08m
[725600] phase C T=8 real=0.20 loss=0.3863 lr=3.18e-05 1975 fov-steps/s eta 2h07m
[725620] phase C T=8 real=0.20 loss=0.3842 lr=3.18e-05 1975 fov-steps/s eta 2h07m
[725640] phase C T=8 real=0.20 loss=0.3856 lr=3.18e-05 1854 fov-steps/s eta 2h09m
[725660] phase C T=8 real=0.20 loss=0.3818 lr=3.17e-05 1975 fov-steps/s eta 2h08m
[725680] phase C T=8 real=0.20 loss=0.3868 lr=3.17e-05 1974 fov-steps/s eta 2h08m
[725700] phase C T=8 real=0.20 loss=0.3895 lr=3.17e-05 1975 fov-steps/s eta 2h07m
[725720] phase C T=8 real=0.20 loss=0.3858 lr=3.16e-05 1958 fov-steps/s eta 2h07m
[725740] phase C T=8 real=0.20 loss=0.3881 lr=3.16e-05 1833 fov-steps/s eta 2h09m
[725760] phase C T=8 real=0.20 loss=0.3868 lr=3.16e-05 1979 fov-steps/s eta 2h08m
[725780] phase C T=8 real=0.20 loss=0.3901 lr=3.16e-05 1975 fov-steps/s eta 2h07m
[725800] phase C T=8 real=0.20 loss=0.3885 lr=3.15e-05 1975 fov-steps/s eta 2h07m
[725820] phase C T=8 real=0.20 loss=0.3878 lr=3.15e-05 1974 fov-steps/s eta 2h06m
[725840] phase C T=8 real=0.20 loss=0.3834 lr=3.15e-05 1930 fov-steps/s eta 2h07m
[725860] phase C T=8 real=0.20 loss=0.3845 lr=3.14e-05 1888 fov-steps/s eta 2h08m
[725880] phase C T=8 real=0.20 loss=0.3906 lr=3.14e-05 1972 fov-steps/s eta 2h07m
[725900] phase C T=8 real=0.20 loss=0.3876 lr=3.14e-05 1974 fov-steps/s eta 2h07m
[725920] phase C T=8 real=0.20 loss=0.3806 lr=3.13e-05 1975 fov-steps/s eta 2h06m
[725940] phase C T=8 real=0.20 loss=0.3814 lr=3.13e-05 1969 fov-steps/s eta 2h06m
[725960] phase C T=8 real=0.20 loss=0.3862 lr=3.13e-05 1859 fov-steps/s eta 2h08m
[725980] phase C T=8 real=0.20 loss=0.3844 lr=3.12e-05 1974 fov-steps/s eta 2h07m
[726000] phase C T=8 real=0.20 loss=0.3911 lr=3.12e-05 1973 fov-steps/s eta 2h06m
[726020] phase C T=8 real=0.20 loss=0.3775 lr=3.12e-05 1975 fov-steps/s eta 2h06m
[726040] phase C T=8 real=0.20 loss=0.3851 lr=3.12e-05 1971 fov-steps/s eta 2h05m
[726060] phase C T=8 real=0.20 loss=0.3930 lr=3.11e-05 1820 fov-steps/s eta 2h08m
[726080] phase C T=8 real=0.20 loss=0.3805 lr=3.11e-05 1977 fov-steps/s eta 2h07m
[726100] phase C T=8 real=0.20 loss=0.3825 lr=3.11e-05 1976 fov-steps/s eta 2h06m
[726120] phase C T=8 real=0.20 loss=0.3841 lr=3.10e-05 1977 fov-steps/s eta 2h05m
[726140] phase C T=8 real=0.20 loss=0.3806 lr=3.10e-05 1978 fov-steps/s eta 2h05m
[726160] phase C T=8 real=0.20 loss=0.3897 lr=3.10e-05 1910 fov-steps/s eta 2h06m
[726180] phase C T=8 real=0.20 loss=0.3885 lr=3.09e-05 1915 fov-steps/s eta 2h06m
[726200] phase C T=8 real=0.20 loss=0.3895 lr=3.09e-05 1976 fov-steps/s eta 2h06m
[726220] phase C T=8 real=0.20 loss=0.3758 lr=3.09e-05 1974 fov-steps/s eta 2h05m
[726240] phase C T=8 real=0.20 loss=0.3885 lr=3.09e-05 1974 fov-steps/s eta 2h05m
[726260] phase C T=8 real=0.20 loss=0.3820 lr=3.08e-05 1977 fov-steps/s eta 2h04m
[726280] phase C T=8 real=0.20 loss=0.3852 lr=3.08e-05 1838 fov-steps/s eta 2h07m
[726300] phase C T=8 real=0.20 loss=0.3785 lr=3.08e-05 1971 fov-steps/s eta 2h06m
[726320] phase C T=8 real=0.20 loss=0.3814 lr=3.07e-05 1970 fov-steps/s eta 2h05m
[726340] phase C T=8 real=0.20 loss=0.3842 lr=3.07e-05 1972 fov-steps/s eta 2h05m
[726360] phase C T=8 real=0.20 loss=0.3793 lr=3.07e-05 1972 fov-steps/s eta 2h04m
[726380] phase C T=8 real=0.20 loss=0.3810 lr=3.06e-05 1845 fov-steps/s eta 2h06m
[726400] phase C T=8 real=0.20 loss=0.3857 lr=3.06e-05 1976 fov-steps/s eta 2h05m
[726420] phase C T=8 real=0.20 loss=0.3875 lr=3.06e-05 1965 fov-steps/s eta 2h05m
[726440] phase C T=8 real=0.20 loss=0.3861 lr=3.05e-05 1977 fov-steps/s eta 2h04m
[726460] phase C T=8 real=0.20 loss=0.3824 lr=3.05e-05 1976 fov-steps/s eta 2h04m
[726480] phase C T=8 real=0.20 loss=0.3906 lr=3.05e-05 1910 fov-steps/s eta 2h04m
[726500] phase C T=8 real=0.20 loss=0.3802 lr=3.05e-05 1918 fov-steps/s eta 2h05m
[726520] phase C T=8 real=0.20 loss=0.3938 lr=3.04e-05 1972 fov-steps/s eta 2h04m
[726540] phase C T=8 real=0.20 loss=0.3875 lr=3.04e-05 1978 fov-steps/s eta 2h04m
[726560] phase C T=8 real=0.20 loss=0.3924 lr=3.04e-05 1973 fov-steps/s eta 2h03m
[726580] phase C T=8 real=0.20 loss=0.3773 lr=3.03e-05 1975 fov-steps/s eta 2h03m
[726600] phase C T=8 real=0.20 loss=0.3809 lr=3.03e-05 1873 fov-steps/s eta 2h05m
[726620] phase C T=8 real=0.20 loss=0.3819 lr=3.03e-05 1969 fov-steps/s eta 2h04m
[726640] phase C T=8 real=0.20 loss=0.3919 lr=3.02e-05 1976 fov-steps/s eta 2h03m
[726660] phase C T=8 real=0.20 loss=0.3798 lr=3.02e-05 1977 fov-steps/s eta 2h03m
[726680] phase C T=8 real=0.20 loss=0.3885 lr=3.02e-05 1974 fov-steps/s eta 2h02m
[726700] phase C T=8 real=0.20 loss=0.3912 lr=3.01e-05 1868 fov-steps/s eta 2h04m
[726720] phase C T=8 real=0.20 loss=0.3811 lr=3.01e-05 1974 fov-steps/s eta 2h03m
[726740] phase C T=8 real=0.20 loss=0.3861 lr=3.01e-05 1976 fov-steps/s eta 2h03m
[726760] phase C T=8 real=0.20 loss=0.3792 lr=3.01e-05 1976 fov-steps/s eta 2h02m
[726780] phase C T=8 real=0.20 loss=0.3842 lr=3.00e-05 1976 fov-steps/s eta 2h02m
[726800] phase C T=8 real=0.20 loss=0.3962 lr=3.00e-05 1888 fov-steps/s eta 2h03m
[726820] phase C T=8 real=0.20 loss=0.3942 lr=3.00e-05 1938 fov-steps/s eta 2h03m
[726840] phase C T=8 real=0.20 loss=0.3853 lr=2.99e-05 1977 fov-steps/s eta 2h03m
[726860] phase C T=8 real=0.20 loss=0.3819 lr=2.99e-05 1977 fov-steps/s eta 2h02m
[726880] phase C T=8 real=0.20 loss=0.3816 lr=2.99e-05 1978 fov-steps/s eta 2h02m
[726900] phase C T=8 real=0.20 loss=0.3826 lr=2.98e-05 1940 fov-steps/s eta 2h02m
[726920] phase C T=8 real=0.20 loss=0.3845 lr=2.98e-05 1862 fov-steps/s eta 2h04m
[726940] phase C T=8 real=0.20 loss=0.3874 lr=2.98e-05 1979 fov-steps/s eta 2h03m
[726960] phase C T=8 real=0.20 loss=0.3833 lr=2.97e-05 1978 fov-steps/s eta 2h02m
[726980] phase C T=8 real=0.20 loss=0.3933 lr=2.97e-05 1977 fov-steps/s eta 2h01m
[727000] phase C T=8 real=0.20 loss=0.3833 lr=2.97e-05 1978 fov-steps/s eta 2h01m
[727020] phase C T=8 real=0.20 loss=0.3901 lr=2.97e-05 1854 fov-steps/s eta 2h03m
[727040] phase C T=8 real=0.20 loss=0.3841 lr=2.96e-05 1955 fov-steps/s eta 2h03m
[727060] phase C T=8 real=0.20 loss=0.3856 lr=2.96e-05 1979 fov-steps/s eta 2h02m
[727080] phase C T=8 real=0.20 loss=0.3807 lr=2.96e-05 1975 fov-steps/s eta 2h01m
[727100] phase C T=8 real=0.20 loss=0.3868 lr=2.95e-05 1977 fov-steps/s eta 2h01m
[727120] phase C T=8 real=0.20 loss=0.3853 lr=2.95e-05 1869 fov-steps/s eta 2h02m
[727140] phase C T=8 real=0.20 loss=0.3918 lr=2.95e-05 1967 fov-steps/s eta 2h02m
[727160] phase C T=8 real=0.20 loss=0.3906 lr=2.94e-05 1977 fov-steps/s eta 2h01m
[727180] phase C T=8 real=0.20 loss=0.3920 lr=2.94e-05 1975 fov-steps/s eta 2h01m
[727200] phase C T=8 real=0.20 loss=0.3818 lr=2.94e-05 1978 fov-steps/s eta 2h00m
[727220] phase C T=8 real=0.20 loss=0.3860 lr=2.93e-05 1943 fov-steps/s eta 2h01m
[727240] phase C T=8 real=0.20 loss=0.3825 lr=2.93e-05 1891 fov-steps/s eta 2h02m
[727260] phase C T=8 real=0.20 loss=0.3878 lr=2.93e-05 1977 fov-steps/s eta 2h01m
[727280] phase C T=8 real=0.20 loss=0.3771 lr=2.93e-05 1977 fov-steps/s eta 2h00m
[727300] phase C T=8 real=0.20 loss=0.3937 lr=2.92e-05 1979 fov-steps/s eta 2h00m
[727320] phase C T=8 real=0.20 loss=0.3877 lr=2.92e-05 1979 fov-steps/s eta 1h59m
[727340] phase C T=8 real=0.20 loss=0.3827 lr=2.92e-05 1854 fov-steps/s eta 2h02m
[727360] phase C T=8 real=0.20 loss=0.3870 lr=2.91e-05 1978 fov-steps/s eta 2h01m
[727380] phase C T=8 real=0.20 loss=0.3837 lr=2.91e-05 1975 fov-steps/s eta 2h00m
[727400] phase C T=8 real=0.20 loss=0.3847 lr=2.91e-05 1978 fov-steps/s eta 2h00m
[727420] phase C T=8 real=0.20 loss=0.3800 lr=2.90e-05 1977 fov-steps/s eta 1h59m
[727440] phase C T=8 real=0.20 loss=0.3934 lr=2.90e-05 1836 fov-steps/s eta 2h02m
[727460] phase C T=8 real=0.20 loss=0.3814 lr=2.90e-05 1978 fov-steps/s eta 2h00m
[727480] phase C T=8 real=0.20 loss=0.3774 lr=2.89e-05 1975 fov-steps/s eta 2h00m
[727500] phase C T=8 real=0.20 loss=0.3830 lr=2.89e-05 1977 fov-steps/s eta 1h59m
[727520] phase C T=8 real=0.20 loss=0.3841 lr=2.89e-05 1978 fov-steps/s eta 1h59m
[727540] phase C T=8 real=0.20 loss=0.3857 lr=2.88e-05 1919 fov-steps/s eta 2h00m
[727560] phase C T=8 real=0.20 loss=0.3834 lr=2.88e-05 1894 fov-steps/s eta 2h01m
[727580] phase C T=8 real=0.20 loss=0.3821 lr=2.88e-05 1977 fov-steps/s eta 2h00m
[727600] phase C T=8 real=0.20 loss=0.3821 lr=2.88e-05 1975 fov-steps/s eta 1h59m
[727620] phase C T=8 real=0.20 loss=0.3909 lr=2.87e-05 1975 fov-steps/s eta 1h59m
[727640] phase C T=8 real=0.20 loss=0.3858 lr=2.87e-05 1973 fov-steps/s eta 1h58m
[727660] phase C T=8 real=0.20 loss=0.3959 lr=2.87e-05 1874 fov-steps/s eta 2h00m
[727680] phase C T=8 real=0.20 loss=0.3801 lr=2.86e-05 1977 fov-steps/s eta 1h59m
[727700] phase C T=8 real=0.20 loss=0.3857 lr=2.86e-05 1948 fov-steps/s eta 1h59m
[727720] phase C T=8 real=0.20 loss=0.3841 lr=2.86e-05 1975 fov-steps/s eta 1h58m
[727740] phase C T=8 real=0.20 loss=0.3797 lr=2.85e-05 1974 fov-steps/s eta 1h58m
[727760] phase C T=8 real=0.20 loss=0.3849 lr=2.85e-05 1866 fov-steps/s eta 2h00m
[727780] phase C T=8 real=0.20 loss=0.3815 lr=2.85e-05 1973 fov-steps/s eta 1h59m
[727800] phase C T=8 real=0.20 loss=0.3858 lr=2.84e-05 1980 fov-steps/s eta 1h58m
[727820] phase C T=8 real=0.20 loss=0.3924 lr=2.84e-05 1976 fov-steps/s eta 1h58m
[727840] phase C T=8 real=0.20 loss=0.3845 lr=2.84e-05 1975 fov-steps/s eta 1h57m
[727860] phase C T=8 real=0.20 loss=0.3810 lr=2.84e-05 1911 fov-steps/s eta 1h58m
[727880] phase C T=8 real=0.20 loss=0.3801 lr=2.83e-05 1937 fov-steps/s eta 1h58m
[727900] phase C T=8 real=0.20 loss=0.3831 lr=2.83e-05 1973 fov-steps/s eta 1h58m
[727920] phase C T=8 real=0.20 loss=0.3792 lr=2.83e-05 1977 fov-steps/s eta 1h57m
[727940] phase C T=8 real=0.20 loss=0.3773 lr=2.82e-05 1976 fov-steps/s eta 1h57m
[727960] phase C T=8 real=0.20 loss=0.3942 lr=2.82e-05 1978 fov-steps/s eta 1h57m
[727980] phase C T=8 real=0.20 loss=0.3810 lr=2.82e-05 1849 fov-steps/s eta 1h59m
[728000] phase C T=8 real=0.20 loss=0.3872 lr=2.81e-05 1977 fov-steps/s eta 1h58m
[728020] phase C T=8 real=0.20 loss=0.3897 lr=2.81e-05 1972 fov-steps/s eta 1h57m
[728040] phase C T=8 real=0.20 loss=0.3888 lr=2.81e-05 1976 fov-steps/s eta 1h57m
[728060] phase C T=8 real=0.20 loss=0.3780 lr=2.80e-05 1977 fov-steps/s eta 1h56m
[728080] phase C T=8 real=0.20 loss=0.3854 lr=2.80e-05 1832 fov-steps/s eta 1h59m
[728100] phase C T=8 real=0.20 loss=0.3828 lr=2.80e-05 1976 fov-steps/s eta 1h58m
[728120] phase C T=8 real=0.20 loss=0.3847 lr=2.79e-05 1978 fov-steps/s eta 1h57m
[728140] phase C T=8 real=0.20 loss=0.3874 lr=2.79e-05 1976 fov-steps/s eta 1h56m
[728160] phase C T=8 real=0.20 loss=0.3829 lr=2.79e-05 1976 fov-steps/s eta 1h56m
[728180] phase C T=8 real=0.20 loss=0.3823 lr=2.79e-05 1837 fov-steps/s eta 1h58m
[728200] phase C T=8 real=0.20 loss=0.3856 lr=2.78e-05 1981 fov-steps/s eta 1h57m
[728220] phase C T=8 real=0.20 loss=0.3857 lr=2.78e-05 1971 fov-steps/s eta 1h57m
[728240] phase C T=8 real=0.20 loss=0.3835 lr=2.78e-05 1976 fov-steps/s eta 1h56m
[728260] phase C T=8 real=0.20 loss=0.3854 lr=2.77e-05 1973 fov-steps/s eta 1h56m
[728280] phase C T=8 real=0.20 loss=0.3816 lr=2.77e-05 1910 fov-steps/s eta 1h57m
[728300] phase C T=8 real=0.20 loss=0.3887 lr=2.77e-05 1893 fov-steps/s eta 1h57m
[728320] phase C T=8 real=0.20 loss=0.3819 lr=2.76e-05 1977 fov-steps/s eta 1h57m
[728340] phase C T=8 real=0.20 loss=0.3773 lr=2.76e-05 1977 fov-steps/s eta 1h56m
[728360] phase C T=8 real=0.20 loss=0.3888 lr=2.76e-05 1962 fov-steps/s eta 1h56m
[728380] phase C T=8 real=0.20 loss=0.3848 lr=2.75e-05 1974 fov-steps/s eta 1h55m
[728400] phase C T=8 real=0.20 loss=0.3871 lr=2.75e-05 1834 fov-steps/s eta 1h58m
[728420] phase C T=8 real=0.20 loss=0.3883 lr=2.75e-05 1977 fov-steps/s eta 1h56m
[728440] phase C T=8 real=0.20 loss=0.3842 lr=2.74e-05 1977 fov-steps/s eta 1h56m
[728460] phase C T=8 real=0.20 loss=0.3784 lr=2.74e-05 1977 fov-steps/s eta 1h55m
[728480] phase C T=8 real=0.20 loss=0.3819 lr=2.74e-05 1977 fov-steps/s eta 1h55m
[728500] phase C T=8 real=0.20 loss=0.3902 lr=2.74e-05 1851 fov-steps/s eta 1h57m
[728520] phase C T=8 real=0.20 loss=0.3874 lr=2.73e-05 1973 fov-steps/s eta 1h56m
[728540] phase C T=8 real=0.20 loss=0.3868 lr=2.73e-05 1972 fov-steps/s eta 1h55m
[728560] phase C T=8 real=0.20 loss=0.3878 lr=2.73e-05 1980 fov-steps/s eta 1h55m
[728580] phase C T=8 real=0.20 loss=0.3833 lr=2.72e-05 1980 fov-steps/s eta 1h54m
[728600] phase C T=8 real=0.20 loss=0.3792 lr=2.72e-05 1911 fov-steps/s eta 1h55m
[728620] phase C T=8 real=0.20 loss=0.3828 lr=2.72e-05 1923 fov-steps/s eta 1h55m
[728640] phase C T=8 real=0.20 loss=0.3867 lr=2.71e-05 1974 fov-steps/s eta 1h55m
[728660] phase C T=8 real=0.20 loss=0.3801 lr=2.71e-05 1979 fov-steps/s eta 1h54m
[728680] phase C T=8 real=0.20 loss=0.3891 lr=2.71e-05 1977 fov-steps/s eta 1h54m
[728700] phase C T=8 real=0.20 loss=0.3838 lr=2.70e-05 1977 fov-steps/s eta 1h54m
[728720] phase C T=8 real=0.20 loss=0.3872 lr=2.70e-05 1866 fov-steps/s eta 1h55m
[728740] phase C T=8 real=0.20 loss=0.3866 lr=2.70e-05 1978 fov-steps/s eta 1h54m
[728760] phase C T=8 real=0.20 loss=0.3934 lr=2.69e-05 1976 fov-steps/s eta 1h54m
[728780] phase C T=8 real=0.20 loss=0.3831 lr=2.69e-05 1979 fov-steps/s eta 1h53m
[728800] phase C T=8 real=0.20 loss=0.3830 lr=2.69e-05 1979 fov-steps/s eta 1h53m
[728820] phase C T=8 real=0.20 loss=0.3910 lr=2.69e-05 1862 fov-steps/s eta 1h55m
[728840] phase C T=8 real=0.20 loss=0.3903 lr=2.68e-05 1979 fov-steps/s eta 1h54m
[728860] phase C T=8 real=0.20 loss=0.3942 lr=2.68e-05 1977 fov-steps/s eta 1h53m
[728880] phase C T=8 real=0.20 loss=0.3903 lr=2.68e-05 1979 fov-steps/s eta 1h53m
[728900] phase C T=8 real=0.20 loss=0.3882 lr=2.67e-05 1972 fov-steps/s eta 1h53m
[728920] phase C T=8 real=0.20 loss=0.3817 lr=2.67e-05 1913 fov-steps/s eta 1h54m
[728940] phase C T=8 real=0.20 loss=0.3908 lr=2.67e-05 1921 fov-steps/s eta 1h54m
[728960] phase C T=8 real=0.20 loss=0.3821 lr=2.66e-05 1980 fov-steps/s eta 1h53m
[728980] phase C T=8 real=0.20 loss=0.3888 lr=2.66e-05 1980 fov-steps/s eta 1h53m
[729000] phase C T=8 real=0.20 loss=0.3873 lr=2.66e-05 1977 fov-steps/s eta 1h52m
[729020] phase C T=8 real=0.20 loss=0.3936 lr=2.65e-05 1955 fov-steps/s eta 1h52m
[729040] phase C T=8 real=0.20 loss=0.3863 lr=2.65e-05 1845 fov-steps/s eta 1h54m
[729060] phase C T=8 real=0.20 loss=0.3906 lr=2.65e-05 1976 fov-steps/s eta 1h53m
[729080] phase C T=8 real=0.20 loss=0.3888 lr=2.64e-05 1978 fov-steps/s eta 1h53m
[729100] phase C T=8 real=0.20 loss=0.3780 lr=2.64e-05 1978 fov-steps/s eta 1h52m
[729120] phase C T=8 real=0.20 loss=0.3866 lr=2.64e-05 1978 fov-steps/s eta 1h52m
[729140] phase C T=8 real=0.20 loss=0.3926 lr=2.64e-05 1828 fov-steps/s eta 1h54m
[729160] phase C T=8 real=0.20 loss=0.3826 lr=2.63e-05 1980 fov-steps/s eta 1h53m
[729180] phase C T=8 real=0.20 loss=0.3827 lr=2.63e-05 1981 fov-steps/s eta 1h52m
[729200] phase C T=8 real=0.20 loss=0.3888 lr=2.63e-05 1978 fov-steps/s eta 1h52m
[729220] phase C T=8 real=0.20 loss=0.3843 lr=2.62e-05 1979 fov-steps/s eta 1h51m
[729240] phase C T=8 real=0.20 loss=0.3901 lr=2.62e-05 1908 fov-steps/s eta 1h52m
[729260] phase C T=8 real=0.20 loss=0.3884 lr=2.62e-05 1914 fov-steps/s eta 1h53m
[729280] phase C T=8 real=0.20 loss=0.3966 lr=2.61e-05 1978 fov-steps/s eta 1h52m
[729300] phase C T=8 real=0.20 loss=0.3847 lr=2.61e-05 1978 fov-steps/s eta 1h51m
[729320] phase C T=8 real=0.20 loss=0.3941 lr=2.61e-05 1976 fov-steps/s eta 1h51m
[729340] phase C T=8 real=0.20 loss=0.3777 lr=2.60e-05 1968 fov-steps/s eta 1h51m
[729360] phase C T=8 real=0.20 loss=0.3805 lr=2.60e-05 1858 fov-steps/s eta 1h53m
[729380] phase C T=8 real=0.20 loss=0.3847 lr=2.60e-05 1979 fov-steps/s eta 1h52m
[729400] phase C T=8 real=0.20 loss=0.3789 lr=2.59e-05 1979 fov-steps/s eta 1h51m
[729420] phase C T=8 real=0.20 loss=0.3824 lr=2.59e-05 1978 fov-steps/s eta 1h51m
[729440] phase C T=8 real=0.20 loss=0.3801 lr=2.59e-05 1978 fov-steps/s eta 1h50m
[729460] phase C T=8 real=0.20 loss=0.3806 lr=2.58e-05 1871 fov-steps/s eta 1h52m
[729480] phase C T=8 real=0.20 loss=0.3886 lr=2.58e-05 1975 fov-steps/s eta 1h51m
[729500] phase C T=8 real=0.20 loss=0.3872 lr=2.58e-05 1977 fov-steps/s eta 1h51m
[729520] phase C T=8 real=0.20 loss=0.3756 lr=2.58e-05 1978 fov-steps/s eta 1h50m
[729540] phase C T=8 real=0.20 loss=0.3810 lr=2.57e-05 1972 fov-steps/s eta 1h50m
[729560] phase C T=8 real=0.20 loss=0.3865 lr=2.57e-05 1874 fov-steps/s eta 1h51m
[729580] phase C T=8 real=0.20 loss=0.3864 lr=2.57e-05 1954 fov-steps/s eta 1h51m
[729600] phase C T=8 real=0.20 loss=0.3830 lr=2.56e-05 1976 fov-steps/s eta 1h50m
[729620] phase C T=8 real=0.20 loss=0.3866 lr=2.56e-05 1936 fov-steps/s eta 1h51m
[729640] phase C T=8 real=0.20 loss=0.3843 lr=2.56e-05 1910 fov-steps/s eta 1h51m
[729660] phase C T=8 real=0.20 loss=0.3783 lr=2.55e-05 1979 fov-steps/s eta 1h50m
[729680] phase C T=8 real=0.20 loss=0.3789 lr=2.55e-05 1834 fov-steps/s eta 1h52m
[729700] phase C T=8 real=0.20 loss=0.3837 lr=2.55e-05 1976 fov-steps/s eta 1h51m
[729720] phase C T=8 real=0.20 loss=0.3896 lr=2.54e-05 1979 fov-steps/s eta 1h50m
[729740] phase C T=8 real=0.20 loss=0.3935 lr=2.54e-05 1975 fov-steps/s eta 1h50m
[729760] phase C T=8 real=0.20 loss=0.3840 lr=2.54e-05 1977 fov-steps/s eta 1h49m
[729780] phase C T=8 real=0.20 loss=0.3781 lr=2.53e-05 1838 fov-steps/s eta 1h51m
[729800] phase C T=8 real=0.20 loss=0.3823 lr=2.53e-05 1978 fov-steps/s eta 1h50m
[729820] phase C T=8 real=0.20 loss=0.3828 lr=2.53e-05 1976 fov-steps/s eta 1h50m
[729840] phase C T=8 real=0.20 loss=0.3754 lr=2.53e-05 1979 fov-steps/s eta 1h49m
[729860] phase C T=8 real=0.20 loss=0.3949 lr=2.52e-05 1977 fov-steps/s eta 1h49m
[729880] phase C T=8 real=0.20 loss=0.3861 lr=2.52e-05 1888 fov-steps/s eta 1h50m
[729900] phase C T=8 real=0.20 loss=0.3828 lr=2.52e-05 1933 fov-steps/s eta 1h50m
[729920] phase C T=8 real=0.20 loss=0.3886 lr=2.51e-05 1978 fov-steps/s eta 1h49m
[729940] phase C T=8 real=0.20 loss=0.3817 lr=2.51e-05 1979 fov-steps/s eta 1h49m
[729960] phase C T=8 real=0.20 loss=0.3831 lr=2.51e-05 1978 fov-steps/s eta 1h48m
[729980] phase C T=8 real=0.20 loss=0.3908 lr=2.50e-05 1949 fov-steps/s eta 1h48m
[730000] phase C T=8 real=0.20 loss=0.3912 lr=2.50e-05 1876 fov-steps/s eta 1h50m
[ckpt] /root/surf/ffn_run6/ckpt_730000.pt
[730020] phase C T=8 real=0.20 loss=0.3806 lr=2.50e-05 1975 fov-steps/s eta 1h49m
[730040] phase C T=8 real=0.20 loss=0.3857 lr=2.49e-05 1971 fov-steps/s eta 1h49m
[730060] phase C T=8 real=0.20 loss=0.3845 lr=2.49e-05 1972 fov-steps/s eta 1h48m
[730080] phase C T=8 real=0.20 loss=0.3828 lr=2.49e-05 1977 fov-steps/s eta 1h48m
[730100] phase C T=8 real=0.20 loss=0.3873 lr=2.48e-05 1852 fov-steps/s eta 1h50m
[730120] phase C T=8 real=0.20 loss=0.3862 lr=2.48e-05 1977 fov-steps/s eta 1h49m
[730140] phase C T=8 real=0.20 loss=0.3870 lr=2.48e-05 1980 fov-steps/s eta 1h48m
[730160] phase C T=8 real=0.20 loss=0.3865 lr=2.47e-05 1977 fov-steps/s eta 1h48m
[730180] phase C T=8 real=0.20 loss=0.3879 lr=2.47e-05 1979 fov-steps/s eta 1h47m
[730200] phase C T=8 real=0.20 loss=0.3926 lr=2.47e-05 1868 fov-steps/s eta 1h49m
[730220] phase C T=8 real=0.20 loss=0.3863 lr=2.47e-05 1959 fov-steps/s eta 1h48m
[730240] phase C T=8 real=0.20 loss=0.3830 lr=2.46e-05 1976 fov-steps/s eta 1h48m
[730260] phase C T=8 real=0.20 loss=0.3806 lr=2.46e-05 1982 fov-steps/s eta 1h47m
[730280] phase C T=8 real=0.20 loss=0.3785 lr=2.46e-05 1980 fov-steps/s eta 1h47m
[730300] phase C T=8 real=0.20 loss=0.3773 lr=2.45e-05 1956 fov-steps/s eta 1h47m
[730320] phase C T=8 real=0.20 loss=0.3876 lr=2.45e-05 1873 fov-steps/s eta 1h48m
[730340] phase C T=8 real=0.20 loss=0.3810 lr=2.45e-05 1958 fov-steps/s eta 1h48m
[730360] phase C T=8 real=0.20 loss=0.3826 lr=2.44e-05 1972 fov-steps/s eta 1h47m
[730380] phase C T=8 real=0.20 loss=0.3850 lr=2.44e-05 1979 fov-steps/s eta 1h47m
[730400] phase C T=8 real=0.20 loss=0.3868 lr=2.44e-05 1980 fov-steps/s eta 1h46m
[730420] phase C T=8 real=0.20 loss=0.3834 lr=2.43e-05 1858 fov-steps/s eta 1h48m
[730440] phase C T=8 real=0.20 loss=0.3810 lr=2.43e-05 1980 fov-steps/s eta 1h47m
[730460] phase C T=8 real=0.20 loss=0.3907 lr=2.43e-05 1978 fov-steps/s eta 1h47m
[730480] phase C T=8 real=0.20 loss=0.3825 lr=2.42e-05 1980 fov-steps/s eta 1h46m
[730500] phase C T=8 real=0.20 loss=0.3837 lr=2.42e-05 1975 fov-steps/s eta 1h46m
[730520] phase C T=8 real=0.20 loss=0.3818 lr=2.42e-05 1870 fov-steps/s eta 1h47m
[730540] phase C T=8 real=0.20 loss=0.3839 lr=2.42e-05 1964 fov-steps/s eta 1h47m
[730560] phase C T=8 real=0.20 loss=0.3860 lr=2.41e-05 1980 fov-steps/s eta 1h46m
[730580] phase C T=8 real=0.20 loss=0.3830 lr=2.41e-05 1979 fov-steps/s eta 1h46m
[730600] phase C T=8 real=0.20 loss=0.3866 lr=2.41e-05 1979 fov-steps/s eta 1h45m
[730620] phase C T=8 real=0.20 loss=0.3770 lr=2.40e-05 1979 fov-steps/s eta 1h45m
[730640] phase C T=8 real=0.20 loss=0.3797 lr=2.40e-05 1871 fov-steps/s eta 1h47m
[730660] phase C T=8 real=0.20 loss=0.3818 lr=2.40e-05 1978 fov-steps/s eta 1h46m
[730680] phase C T=8 real=0.20 loss=0.3893 lr=2.39e-05 1977 fov-steps/s eta 1h45m
[730700] phase C T=8 real=0.20 loss=0.3896 lr=2.39e-05 1974 fov-steps/s eta 1h45m
[730720] phase C T=8 real=0.20 loss=0.3889 lr=2.39e-05 1976 fov-steps/s eta 1h45m
[730740] phase C T=8 real=0.20 loss=0.3901 lr=2.38e-05 1857 fov-steps/s eta 1h47m
[730760] phase C T=8 real=0.20 loss=0.3859 lr=2.38e-05 1965 fov-steps/s eta 1h46m
[730780] phase C T=8 real=0.20 loss=0.3866 lr=2.38e-05 1918 fov-steps/s eta 1h46m
[730800] phase C T=8 real=0.20 loss=0.3826 lr=2.37e-05 1977 fov-steps/s eta 1h46m
[730820] phase C T=8 real=0.20 loss=0.3865 lr=2.37e-05 1977 fov-steps/s eta 1h45m
[730840] phase C T=8 real=0.20 loss=0.3749 lr=2.37e-05 1847 fov-steps/s eta 1h47m
[730860] phase C T=8 real=0.20 loss=0.3838 lr=2.36e-05 1976 fov-steps/s eta 1h46m
[730880] phase C T=8 real=0.20 loss=0.3839 lr=2.36e-05 1980 fov-steps/s eta 1h45m
[730900] phase C T=8 real=0.20 loss=0.3829 lr=2.36e-05 1979 fov-steps/s eta 1h44m
[730920] phase C T=8 real=0.20 loss=0.3883 lr=2.36e-05 1975 fov-steps/s eta 1h44m
[730940] phase C T=8 real=0.20 loss=0.3886 lr=2.35e-05 1913 fov-steps/s eta 1h45m
[730960] phase C T=8 real=0.20 loss=0.3828 lr=2.35e-05 1907 fov-steps/s eta 1h45m
[730980] phase C T=8 real=0.20 loss=0.3832 lr=2.35e-05 1976 fov-steps/s eta 1h45m
[731000] phase C T=8 real=0.20 loss=0.3927 lr=2.34e-05 1955 fov-steps/s eta 1h45m
[731020] phase C T=8 real=0.20 loss=0.3976 lr=2.34e-05 1978 fov-steps/s eta 1h44m
[731040] phase C T=8 real=0.20 loss=0.3851 lr=2.34e-05 1980 fov-steps/s eta 1h44m
[731060] phase C T=8 real=0.20 loss=0.3820 lr=2.33e-05 1844 fov-steps/s eta 1h45m
[731080] phase C T=8 real=0.20 loss=0.3837 lr=2.33e-05 1977 fov-steps/s eta 1h45m
[731100] phase C T=8 real=0.20 loss=0.3885 lr=2.33e-05 1974 fov-steps/s eta 1h44m
[731120] phase C T=8 real=0.20 loss=0.3863 lr=2.32e-05 1978 fov-steps/s eta 1h43m
[731140] phase C T=8 real=0.20 loss=0.3842 lr=2.32e-05 1975 fov-steps/s eta 1h43m
[731160] phase C T=8 real=0.20 loss=0.3819 lr=2.32e-05 1850 fov-steps/s eta 1h45m
[731180] phase C T=8 real=0.20 loss=0.3783 lr=2.31e-05 1978 fov-steps/s eta 1h44m
[731200] phase C T=8 real=0.20 loss=0.3796 lr=2.31e-05 1976 fov-steps/s eta 1h43m
[731220] phase C T=8 real=0.20 loss=0.3825 lr=2.31e-05 1978 fov-steps/s eta 1h43m
[731240] phase C T=8 real=0.20 loss=0.3915 lr=2.31e-05 1978 fov-steps/s eta 1h43m
[731260] phase C T=8 real=0.20 loss=0.3814 lr=2.30e-05 1925 fov-steps/s eta 1h43m
[731280] phase C T=8 real=0.20 loss=0.3846 lr=2.30e-05 1899 fov-steps/s eta 1h44m
[731300] phase C T=8 real=0.20 loss=0.3901 lr=2.30e-05 1978 fov-steps/s eta 1h43m
[731320] phase C T=8 real=0.20 loss=0.3805 lr=2.29e-05 1976 fov-steps/s eta 1h43m
[731340] phase C T=8 real=0.20 loss=0.3882 lr=2.29e-05 1979 fov-steps/s eta 1h42m
[731360] phase C T=8 real=0.20 loss=0.3816 lr=2.29e-05 1977 fov-steps/s eta 1h42m
[731380] phase C T=8 real=0.20 loss=0.3879 lr=2.28e-05 1847 fov-steps/s eta 1h44m
[731400] phase C T=8 real=0.20 loss=0.3866 lr=2.28e-05 1976 fov-steps/s eta 1h43m
[731420] phase C T=8 real=0.20 loss=0.3839 lr=2.28e-05 1978 fov-steps/s eta 1h42m
[731440] phase C T=8 real=0.20 loss=0.3938 lr=2.27e-05 1975 fov-steps/s eta 1h42m
[731460] phase C T=8 real=0.20 loss=0.3796 lr=2.27e-05 1974 fov-steps/s eta 1h42m
[731480] phase C T=8 real=0.20 loss=0.3864 lr=2.27e-05 1857 fov-steps/s eta 1h43m
[731500] phase C T=8 real=0.20 loss=0.3847 lr=2.26e-05 1981 fov-steps/s eta 1h43m
[731520] phase C T=8 real=0.20 loss=0.3828 lr=2.26e-05 1976 fov-steps/s eta 1h42m
[731540] phase C T=8 real=0.20 loss=0.3890 lr=2.26e-05 1977 fov-steps/s eta 1h42m
[731560] phase C T=8 real=0.20 loss=0.3842 lr=2.26e-05 1977 fov-steps/s eta 1h41m
[731580] phase C T=8 real=0.20 loss=0.3907 lr=2.25e-05 1940 fov-steps/s eta 1h42m
[731600] phase C T=8 real=0.20 loss=0.3869 lr=2.25e-05 1896 fov-steps/s eta 1h42m
[731620] phase C T=8 real=0.20 loss=0.3790 lr=2.25e-05 1959 fov-steps/s eta 1h42m
[731640] phase C T=8 real=0.20 loss=0.3882 lr=2.24e-05 1975 fov-steps/s eta 1h41m
[731660] phase C T=8 real=0.20 loss=0.3800 lr=2.24e-05 1966 fov-steps/s eta 1h41m
[731680] phase C T=8 real=0.20 loss=0.3845 lr=2.24e-05 1979 fov-steps/s eta 1h41m
[731700] phase C T=8 real=0.20 loss=0.3802 lr=2.23e-05 1780 fov-steps/s eta 1h44m
[731720] phase C T=8 real=0.20 loss=0.3899 lr=2.23e-05 1977 fov-steps/s eta 1h42m
[731740] phase C T=8 real=0.20 loss=0.3823 lr=2.23e-05 1979 fov-steps/s eta 1h42m
[731760] phase C T=8 real=0.20 loss=0.3861 lr=2.22e-05 1978 fov-steps/s eta 1h41m
[731780] phase C T=8 real=0.20 loss=0.3828 lr=2.22e-05 1977 fov-steps/s eta 1h41m
[731800] phase C T=8 real=0.20 loss=0.3995 lr=2.22e-05 1851 fov-steps/s eta 1h42m
[731820] phase C T=8 real=0.20 loss=0.3909 lr=2.21e-05 1977 fov-steps/s eta 1h41m
[731840] phase C T=8 real=0.20 loss=0.3763 lr=2.21e-05 1974 fov-steps/s eta 1h41m
[731860] phase C T=8 real=0.20 loss=0.3931 lr=2.21e-05 1979 fov-steps/s eta 1h40m
[731880] phase C T=8 real=0.20 loss=0.3864 lr=2.21e-05 1981 fov-steps/s eta 1h40m
[731900] phase C T=8 real=0.20 loss=0.3867 lr=2.20e-05 1887 fov-steps/s eta 1h41m
[731920] phase C T=8 real=0.20 loss=0.3854 lr=2.20e-05 1962 fov-steps/s eta 1h41m
[731940] phase C T=8 real=0.20 loss=0.3859 lr=2.20e-05 1980 fov-steps/s eta 1h40m
[731960] phase C T=8 real=0.20 loss=0.3883 lr=2.19e-05 1980 fov-steps/s eta 1h40m
[731980] phase C T=8 real=0.20 loss=0.3797 lr=2.19e-05 1980 fov-steps/s eta 1h39m
[732000] phase C T=8 real=0.20 loss=0.3846 lr=2.19e-05 1963 fov-steps/s eta 1h39m
[732020] phase C T=8 real=0.20 loss=0.3875 lr=2.18e-05 1863 fov-steps/s eta 1h41m
[732040] phase C T=8 real=0.20 loss=0.3813 lr=2.18e-05 1978 fov-steps/s eta 1h40m
[732060] phase C T=8 real=0.20 loss=0.3841 lr=2.18e-05 1978 fov-steps/s eta 1h39m
[732080] phase C T=8 real=0.20 loss=0.3856 lr=2.17e-05 1978 fov-steps/s eta 1h39m
[732100] phase C T=8 real=0.20 loss=0.3873 lr=2.17e-05 1974 fov-steps/s eta 1h39m
[732120] phase C T=8 real=0.20 loss=0.3854 lr=2.17e-05 1870 fov-steps/s eta 1h40m
[732140] phase C T=8 real=0.20 loss=0.3822 lr=2.16e-05 1977 fov-steps/s eta 1h40m
[732160] phase C T=8 real=0.20 loss=0.3850 lr=2.16e-05 1978 fov-steps/s eta 1h39m
[732180] phase C T=8 real=0.20 loss=0.3823 lr=2.16e-05 1978 fov-steps/s eta 1h39m
[732200] phase C T=8 real=0.20 loss=0.3821 lr=2.16e-05 1976 fov-steps/s eta 1h38m
[732220] phase C T=8 real=0.20 loss=0.3885 lr=2.15e-05 1874 fov-steps/s eta 1h40m
[732240] phase C T=8 real=0.20 loss=0.3774 lr=2.15e-05 1972 fov-steps/s eta 1h39m
[732260] phase C T=8 real=0.20 loss=0.3870 lr=2.15e-05 1973 fov-steps/s eta 1h39m
[732280] phase C T=8 real=0.20 loss=0.3793 lr=2.14e-05 1976 fov-steps/s eta 1h38m
[732300] phase C T=8 real=0.20 loss=0.3950 lr=2.14e-05 1977 fov-steps/s eta 1h38m
[732320] phase C T=8 real=0.20 loss=0.3917 lr=2.14e-05 1908 fov-steps/s eta 1h39m
[732340] phase C T=8 real=0.20 loss=0.3904 lr=2.13e-05 1891 fov-steps/s eta 1h40m
[732360] phase C T=8 real=0.20 loss=0.3845 lr=2.13e-05 1978 fov-steps/s eta 1h39m
[732380] phase C T=8 real=0.20 loss=0.3917 lr=2.13e-05 1980 fov-steps/s eta 1h38m
[732400] phase C T=8 real=0.20 loss=0.3876 lr=2.12e-05 1980 fov-steps/s eta 1h38m
[732420] phase C T=8 real=0.20 loss=0.3804 lr=2.12e-05 1976 fov-steps/s eta 1h37m
[732440] phase C T=8 real=0.20 loss=0.3869 lr=2.12e-05 1841 fov-steps/s eta 1h39m
[732460] phase C T=8 real=0.20 loss=0.3833 lr=2.12e-05 1977 fov-steps/s eta 1h38m
[732480] phase C T=8 real=0.20 loss=0.3808 lr=2.11e-05 1974 fov-steps/s eta 1h38m
[732500] phase C T=8 real=0.20 loss=0.3879 lr=2.11e-05 1979 fov-steps/s eta 1h37m
[732520] phase C T=8 real=0.20 loss=0.3886 lr=2.11e-05 1978 fov-steps/s eta 1h37m
[732540] phase C T=8 real=0.20 loss=0.3861 lr=2.10e-05 1849 fov-steps/s eta 1h39m
[732560] phase C T=8 real=0.20 loss=0.3838 lr=2.10e-05 1978 fov-steps/s eta 1h38m
[732580] phase C T=8 real=0.20 loss=0.3824 lr=2.10e-05 1975 fov-steps/s eta 1h37m
[732600] phase C T=8 real=0.20 loss=0.3901 lr=2.09e-05 1975 fov-steps/s eta 1h37m
[732620] phase C T=8 real=0.20 loss=0.3810 lr=2.09e-05 1978 fov-steps/s eta 1h37m
[732640] phase C T=8 real=0.20 loss=0.3893 lr=2.09e-05 1901 fov-steps/s eta 1h38m
[732660] phase C T=8 real=0.20 loss=0.3840 lr=2.08e-05 1919 fov-steps/s eta 1h38m
[732680] phase C T=8 real=0.20 loss=0.3735 lr=2.08e-05 1978 fov-steps/s eta 1h37m
[732700] phase C T=8 real=0.20 loss=0.3835 lr=2.08e-05 1973 fov-steps/s eta 1h37m
[732720] phase C T=8 real=0.20 loss=0.3946 lr=2.07e-05 1977 fov-steps/s eta 1h36m
[732740] phase C T=8 real=0.20 loss=0.3719 lr=2.07e-05 1976 fov-steps/s eta 1h36m
[732760] phase C T=8 real=0.20 loss=0.3755 lr=2.07e-05 1848 fov-steps/s eta 1h38m
[732780] phase C T=8 real=0.20 loss=0.3783 lr=2.07e-05 1975 fov-steps/s eta 1h37m
[732800] phase C T=8 real=0.20 loss=0.3963 lr=2.06e-05 1976 fov-steps/s eta 1h36m
[732820] phase C T=8 real=0.20 loss=0.3898 lr=2.06e-05 1974 fov-steps/s eta 1h36m
[732840] phase C T=8 real=0.20 loss=0.3802 lr=2.06e-05 1978 fov-steps/s eta 1h36m
[732860] phase C T=8 real=0.20 loss=0.3835 lr=2.05e-05 1843 fov-steps/s eta 1h37m
[732880] phase C T=8 real=0.20 loss=0.3818 lr=2.05e-05 1979 fov-steps/s eta 1h37m
[732900] phase C T=8 real=0.20 loss=0.3887 lr=2.05e-05 1977 fov-steps/s eta 1h36m
[732920] phase C T=8 real=0.20 loss=0.3871 lr=2.04e-05 1978 fov-steps/s eta 1h36m
[732940] phase C T=8 real=0.20 loss=0.3841 lr=2.04e-05 1975 fov-steps/s eta 1h35m
[732960] phase C T=8 real=0.20 loss=0.3894 lr=2.04e-05 1921 fov-steps/s eta 1h36m
[732980] phase C T=8 real=0.20 loss=0.3907 lr=2.03e-05 1907 fov-steps/s eta 1h36m
[733000] phase C T=8 real=0.20 loss=0.3911 lr=2.03e-05 1978 fov-steps/s eta 1h36m
[733020] phase C T=8 real=0.20 loss=0.3800 lr=2.03e-05 1976 fov-steps/s eta 1h35m
[733040] phase C T=8 real=0.20 loss=0.3850 lr=2.03e-05 1977 fov-steps/s eta 1h35m
[733060] phase C T=8 real=0.20 loss=0.3866 lr=2.02e-05 1977 fov-steps/s eta 1h35m
[733080] phase C T=8 real=0.20 loss=0.3887 lr=2.02e-05 1882 fov-steps/s eta 1h36m
[733100] phase C T=8 real=0.20 loss=0.3888 lr=2.02e-05 1973 fov-steps/s eta 1h35m
[733120] phase C T=8 real=0.20 loss=0.3865 lr=2.01e-05 1976 fov-steps/s eta 1h35m
[733140] phase C T=8 real=0.20 loss=0.3858 lr=2.01e-05 1975 fov-steps/s eta 1h34m
[733160] phase C T=8 real=0.20 loss=0.3811 lr=2.01e-05 1976 fov-steps/s eta 1h34m
[733180] phase C T=8 real=0.20 loss=0.3771 lr=2.00e-05 1856 fov-steps/s eta 1h36m
[733200] phase C T=8 real=0.20 loss=0.3839 lr=2.00e-05 1975 fov-steps/s eta 1h35m
[733220] phase C T=8 real=0.20 loss=0.3845 lr=2.00e-05 1973 fov-steps/s eta 1h35m
[733240] phase C T=8 real=0.20 loss=0.3870 lr=1.99e-05 1975 fov-steps/s eta 1h34m
[733260] phase C T=8 real=0.20 loss=0.3855 lr=1.99e-05 1965 fov-steps/s eta 1h34m
[733280] phase C T=8 real=0.20 loss=0.3907 lr=1.99e-05 1907 fov-steps/s eta 1h35m
[733300] phase C T=8 real=0.20 loss=0.3805 lr=1.99e-05 1930 fov-steps/s eta 1h35m
[733320] phase C T=8 real=0.20 loss=0.3807 lr=1.98e-05 1973 fov-steps/s eta 1h34m
[733340] phase C T=8 real=0.20 loss=0.3913 lr=1.98e-05 1975 fov-steps/s eta 1h34m
[733360] phase C T=8 real=0.20 loss=0.3808 lr=1.98e-05 1974 fov-steps/s eta 1h34m
[733380] phase C T=8 real=0.20 loss=0.3837 lr=1.97e-05 1973 fov-steps/s eta 1h33m
[733400] phase C T=8 real=0.20 loss=0.3929 lr=1.97e-05 1867 fov-steps/s eta 1h35m
[733420] phase C T=8 real=0.20 loss=0.3923 lr=1.97e-05 1975 fov-steps/s eta 1h34m
[733440] phase C T=8 real=0.20 loss=0.3739 lr=1.96e-05 1970 fov-steps/s eta 1h34m
[733460] phase C T=8 real=0.20 loss=0.3877 lr=1.96e-05 1975 fov-steps/s eta 1h33m
[733480] phase C T=8 real=0.20 loss=0.3834 lr=1.96e-05 1971 fov-steps/s eta 1h33m
[733500] phase C T=8 real=0.20 loss=0.3874 lr=1.95e-05 1846 fov-steps/s eta 1h35m
[733520] phase C T=8 real=0.20 loss=0.3871 lr=1.95e-05 1974 fov-steps/s eta 1h34m
[733540] phase C T=8 real=0.20 loss=0.3837 lr=1.95e-05 1975 fov-steps/s eta 1h33m
[733560] phase C T=8 real=0.20 loss=0.3747 lr=1.95e-05 1974 fov-steps/s eta 1h33m
[733580] phase C T=8 real=0.20 loss=0.3870 lr=1.94e-05 1977 fov-steps/s eta 1h33m
[733600] phase C T=8 real=0.20 loss=0.3814 lr=1.94e-05 1908 fov-steps/s eta 1h33m
[733620] phase C T=8 real=0.20 loss=0.3821 lr=1.94e-05 1923 fov-steps/s eta 1h34m
[733640] phase C T=8 real=0.20 loss=0.3842 lr=1.93e-05 1951 fov-steps/s eta 1h33m
[733660] phase C T=8 real=0.20 loss=0.3787 lr=1.93e-05 1975 fov-steps/s eta 1h33m
[733680] phase C T=8 real=0.20 loss=0.3811 lr=1.93e-05 1975 fov-steps/s eta 1h32m
[733700] phase C T=8 real=0.20 loss=0.3858 lr=1.92e-05 1975 fov-steps/s eta 1h32m
[733720] phase C T=8 real=0.20 loss=0.3833 lr=1.92e-05 1835 fov-steps/s eta 1h34m
[733740] phase C T=8 real=0.20 loss=0.3856 lr=1.92e-05 1977 fov-steps/s eta 1h33m
[733760] phase C T=8 real=0.20 loss=0.3827 lr=1.91e-05 1977 fov-steps/s eta 1h32m
[733780] phase C T=8 real=0.20 loss=0.3898 lr=1.91e-05 1977 fov-steps/s eta 1h32m
[733800] phase C T=8 real=0.20 loss=0.3838 lr=1.91e-05 1976 fov-steps/s eta 1h32m
[733820] phase C T=8 real=0.20 loss=0.3835 lr=1.91e-05 1854 fov-steps/s eta 1h33m
[733840] phase C T=8 real=0.20 loss=0.3814 lr=1.90e-05 1976 fov-steps/s eta 1h32m
[733860] phase C T=8 real=0.20 loss=0.3878 lr=1.90e-05 1977 fov-steps/s eta 1h32m
[733880] phase C T=8 real=0.20 loss=0.3852 lr=1.90e-05 1977 fov-steps/s eta 1h31m
[733900] phase C T=8 real=0.20 loss=0.3756 lr=1.89e-05 1977 fov-steps/s eta 1h31m
[733920] phase C T=8 real=0.20 loss=0.3904 lr=1.89e-05 1878 fov-steps/s eta 1h32m
[733940] phase C T=8 real=0.20 loss=0.3870 lr=1.89e-05 1961 fov-steps/s eta 1h32m
[733960] phase C T=8 real=0.20 loss=0.3851 lr=1.88e-05 1965 fov-steps/s eta 1h31m
[733980] phase C T=8 real=0.20 loss=0.3855 lr=1.88e-05 1978 fov-steps/s eta 1h31m
[734000] phase C T=8 real=0.20 loss=0.3892 lr=1.88e-05 1977 fov-steps/s eta 1h31m
[734020] phase C T=8 real=0.20 loss=0.3828 lr=1.88e-05 1962 fov-steps/s eta 1h31m
[734040] phase C T=8 real=0.20 loss=0.3829 lr=1.87e-05 1871 fov-steps/s eta 1h32m
[734060] phase C T=8 real=0.20 loss=0.3844 lr=1.87e-05 1978 fov-steps/s eta 1h31m
[734080] phase C T=8 real=0.20 loss=0.3795 lr=1.87e-05 1976 fov-steps/s eta 1h31m
[734100] phase C T=8 real=0.20 loss=0.3899 lr=1.86e-05 1974 fov-steps/s eta 1h30m
[734120] phase C T=8 real=0.20 loss=0.3812 lr=1.86e-05 1977 fov-steps/s eta 1h30m
[734140] phase C T=8 real=0.20 loss=0.3814 lr=1.86e-05 1851 fov-steps/s eta 1h32m
[734160] phase C T=8 real=0.20 loss=0.3863 lr=1.85e-05 1976 fov-steps/s eta 1h31m
[734180] phase C T=8 real=0.20 loss=0.3835 lr=1.85e-05 1975 fov-steps/s eta 1h30m
[734200] phase C T=8 real=0.20 loss=0.3871 lr=1.85e-05 1977 fov-steps/s eta 1h30m
[734220] phase C T=8 real=0.20 loss=0.3907 lr=1.84e-05 1976 fov-steps/s eta 1h30m
[734240] phase C T=8 real=0.20 loss=0.3935 lr=1.84e-05 1853 fov-steps/s eta 1h31m
[734260] phase C T=8 real=0.20 loss=0.3832 lr=1.84e-05 1978 fov-steps/s eta 1h30m
[734280] phase C T=8 real=0.20 loss=0.3854 lr=1.84e-05 1979 fov-steps/s eta 1h30m
[734300] phase C T=8 real=0.20 loss=0.3779 lr=1.83e-05 1961 fov-steps/s eta 1h30m
[734320] phase C T=8 real=0.20 loss=0.3828 lr=1.83e-05 1976 fov-steps/s eta 1h29m
[734340] phase C T=8 real=0.20 loss=0.3924 lr=1.83e-05 1929 fov-steps/s eta 1h30m
[734360] phase C T=8 real=0.20 loss=0.3884 lr=1.82e-05 1903 fov-steps/s eta 1h30m
[734380] phase C T=8 real=0.20 loss=0.3906 lr=1.82e-05 1976 fov-steps/s eta 1h30m
[734400] phase C T=8 real=0.20 loss=0.3802 lr=1.82e-05 1976 fov-steps/s eta 1h29m
[734420] phase C T=8 real=0.20 loss=0.3779 lr=1.81e-05 1968 fov-steps/s eta 1h29m
[734440] phase C T=8 real=0.20 loss=0.3872 lr=1.81e-05 1976 fov-steps/s eta 1h29m
[734460] phase C T=8 real=0.20 loss=0.3825 lr=1.81e-05 1860 fov-steps/s eta 1h30m
[734480] phase C T=8 real=0.20 loss=0.3861 lr=1.81e-05 1978 fov-steps/s eta 1h29m
[734500] phase C T=8 real=0.20 loss=0.3849 lr=1.80e-05 1977 fov-steps/s eta 1h29m
[734520] phase C T=8 real=0.20 loss=0.3837 lr=1.80e-05 1976 fov-steps/s eta 1h29m
[734540] phase C T=8 real=0.20 loss=0.3862 lr=1.80e-05 1976 fov-steps/s eta 1h28m
[734560] phase C T=8 real=0.20 loss=0.3858 lr=1.79e-05 1856 fov-steps/s eta 1h30m
[734580] phase C T=8 real=0.20 loss=0.3830 lr=1.79e-05 1976 fov-steps/s eta 1h29m
[734600] phase C T=8 real=0.20 loss=0.3816 lr=1.79e-05 1977 fov-steps/s eta 1h29m
[734620] phase C T=8 real=0.20 loss=0.3829 lr=1.78e-05 1973 fov-steps/s eta 1h28m
[734640] phase C T=8 real=0.20 loss=0.3864 lr=1.78e-05 1977 fov-steps/s eta 1h28m
[734660] phase C T=8 real=0.20 loss=0.3805 lr=1.78e-05 1914 fov-steps/s eta 1h29m
[734680] phase C T=8 real=0.20 loss=0.3875 lr=1.78e-05 1903 fov-steps/s eta 1h29m
[734700] phase C T=8 real=0.20 loss=0.3911 lr=1.77e-05 1977 fov-steps/s eta 1h28m
[734720] phase C T=8 real=0.20 loss=0.3846 lr=1.77e-05 1978 fov-steps/s eta 1h28m
[734740] phase C T=8 real=0.20 loss=0.3813 lr=1.77e-05 1979 fov-steps/s eta 1h28m
[734760] phase C T=8 real=0.20 loss=0.3861 lr=1.76e-05 1979 fov-steps/s eta 1h27m
[734780] phase C T=8 real=0.20 loss=0.3849 lr=1.76e-05 1872 fov-steps/s eta 1h28m
[734800] phase C T=8 real=0.20 loss=0.3857 lr=1.76e-05 1975 fov-steps/s eta 1h28m
[734820] phase C T=8 real=0.20 loss=0.3923 lr=1.75e-05 1980 fov-steps/s eta 1h27m
[734840] phase C T=8 real=0.20 loss=0.3906 lr=1.75e-05 1977 fov-steps/s eta 1h27m
[734860] phase C T=8 real=0.20 loss=0.3912 lr=1.75e-05 1978 fov-steps/s eta 1h27m
[734880] phase C T=8 real=0.20 loss=0.3841 lr=1.75e-05 1875 fov-steps/s eta 1h28m
[734900] phase C T=8 real=0.20 loss=0.3899 lr=1.74e-05 1978 fov-steps/s eta 1h27m
[734920] phase C T=8 real=0.20 loss=0.3824 lr=1.74e-05 1974 fov-steps/s eta 1h27m
[734940] phase C T=8 real=0.20 loss=0.3971 lr=1.74e-05 1977 fov-steps/s eta 1h27m
[734960] phase C T=8 real=0.20 loss=0.3751 lr=1.73e-05 1963 fov-steps/s eta 1h27m
[734980] phase C T=8 real=0.20 loss=0.3863 lr=1.73e-05 1955 fov-steps/s eta 1h27m
[735000] phase C T=8 real=0.20 loss=0.3901 lr=1.73e-05 1884 fov-steps/s eta 1h28m
[ckpt] /root/surf/ffn_run6/ckpt_735000.pt
[735020] phase C T=8 real=0.20 loss=0.3891 lr=1.72e-05 1976 fov-steps/s eta 1h27m
[735040] phase C T=8 real=0.20 loss=0.3845 lr=1.72e-05 1973 fov-steps/s eta 1h27m
[735060] phase C T=8 real=0.20 loss=0.3841 lr=1.72e-05 1978 fov-steps/s eta 1h26m
[735080] phase C T=8 real=0.20 loss=0.3772 lr=1.72e-05 1977 fov-steps/s eta 1h26m
[735100] phase C T=8 real=0.20 loss=0.3816 lr=1.71e-05 1844 fov-steps/s eta 1h27m
[735120] phase C T=8 real=0.20 loss=0.3835 lr=1.71e-05 1979 fov-steps/s eta 1h27m
[735140] phase C T=8 real=0.20 loss=0.3809 lr=1.71e-05 1980 fov-steps/s eta 1h26m
[735160] phase C T=8 real=0.20 loss=0.3896 lr=1.70e-05 1974 fov-steps/s eta 1h26m
[735180] phase C T=8 real=0.20 loss=0.3818 lr=1.70e-05 1975 fov-steps/s eta 1h26m
[735200] phase C T=8 real=0.20 loss=0.3791 lr=1.70e-05 1859 fov-steps/s eta 1h27m
[735220] phase C T=8 real=0.20 loss=0.3806 lr=1.69e-05 1975 fov-steps/s eta 1h26m
[735240] phase C T=8 real=0.20 loss=0.3903 lr=1.69e-05 1975 fov-steps/s eta 1h26m
[735260] phase C T=8 real=0.20 loss=0.3861 lr=1.69e-05 1977 fov-steps/s eta 1h25m
[735280] phase C T=8 real=0.20 loss=0.3852 lr=1.69e-05 1977 fov-steps/s eta 1h25m
[735300] phase C T=8 real=0.20 loss=0.3907 lr=1.68e-05 1946 fov-steps/s eta 1h25m
[735320] phase C T=8 real=0.20 loss=0.3843 lr=1.68e-05 1844 fov-steps/s eta 1h27m
[735340] phase C T=8 real=0.20 loss=0.3792 lr=1.68e-05 1980 fov-steps/s eta 1h26m
[735360] phase C T=8 real=0.20 loss=0.3833 lr=1.67e-05 1976 fov-steps/s eta 1h25m
[735380] phase C T=8 real=0.20 loss=0.3853 lr=1.67e-05 1976 fov-steps/s eta 1h25m
[735400] phase C T=8 real=0.20 loss=0.3791 lr=1.67e-05 1976 fov-steps/s eta 1h25m
[735420] phase C T=8 real=0.20 loss=0.3798 lr=1.66e-05 1853 fov-steps/s eta 1h26m
[735440] phase C T=8 real=0.20 loss=0.3850 lr=1.66e-05 1976 fov-steps/s eta 1h25m
[735460] phase C T=8 real=0.20 loss=0.3777 lr=1.66e-05 1975 fov-steps/s eta 1h25m
[735480] phase C T=8 real=0.20 loss=0.3801 lr=1.66e-05 1976 fov-steps/s eta 1h24m
[735500] phase C T=8 real=0.20 loss=0.3794 lr=1.65e-05 1974 fov-steps/s eta 1h24m
[735520] phase C T=8 real=0.20 loss=0.3848 lr=1.65e-05 1848 fov-steps/s eta 1h26m
[735540] phase C T=8 real=0.20 loss=0.3867 lr=1.65e-05 1975 fov-steps/s eta 1h25m
[735560] phase C T=8 real=0.20 loss=0.3846 lr=1.64e-05 1979 fov-steps/s eta 1h24m
[735580] phase C T=8 real=0.20 loss=0.3832 lr=1.64e-05 1979 fov-steps/s eta 1h24m
[735600] phase C T=8 real=0.20 loss=0.3903 lr=1.64e-05 1975 fov-steps/s eta 1h24m
[735620] phase C T=8 real=0.20 loss=0.3874 lr=1.64e-05 1882 fov-steps/s eta 1h25m
[735640] phase C T=8 real=0.20 loss=0.3831 lr=1.63e-05 1887 fov-steps/s eta 1h25m
[735660] phase C T=8 real=0.20 loss=0.3841 lr=1.63e-05 1977 fov-steps/s eta 1h25m
[735680] phase C T=8 real=0.20 loss=0.3753 lr=1.63e-05 1979 fov-steps/s eta 1h24m
[735700] phase C T=8 real=0.20 loss=0.3895 lr=1.62e-05 1976 fov-steps/s eta 1h24m
[735720] phase C T=8 real=0.20 loss=0.3898 lr=1.62e-05 1976 fov-steps/s eta 1h23m
[735740] phase C T=8 real=0.20 loss=0.3811 lr=1.62e-05 1846 fov-steps/s eta 1h25m
[735760] phase C T=8 real=0.20 loss=0.3811 lr=1.61e-05 1970 fov-steps/s eta 1h24m
[735780] phase C T=8 real=0.20 loss=0.3805 lr=1.61e-05 1979 fov-steps/s eta 1h24m
[735800] phase C T=8 real=0.20 loss=0.3837 lr=1.61e-05 1978 fov-steps/s eta 1h23m
[735820] phase C T=8 real=0.20 loss=0.3900 lr=1.61e-05 1977 fov-steps/s eta 1h23m
[735840] phase C T=8 real=0.20 loss=0.3862 lr=1.60e-05 1864 fov-steps/s eta 1h24m
[735860] phase C T=8 real=0.20 loss=0.3802 lr=1.60e-05 1975 fov-steps/s eta 1h23m
[735880] phase C T=8 real=0.20 loss=0.3921 lr=1.60e-05 1978 fov-steps/s eta 1h23m
[735900] phase C T=8 real=0.20 loss=0.3857 lr=1.59e-05 1976 fov-steps/s eta 1h23m
[735920] phase C T=8 real=0.20 loss=0.3938 lr=1.59e-05 1978 fov-steps/s eta 1h22m
[735940] phase C T=8 real=0.20 loss=0.3806 lr=1.59e-05 1916 fov-steps/s eta 1h23m
[735960] phase C T=8 real=0.20 loss=0.3833 lr=1.59e-05 1910 fov-steps/s eta 1h23m
[735980] phase C T=8 real=0.20 loss=0.3858 lr=1.58e-05 1978 fov-steps/s eta 1h23m
[736000] phase C T=8 real=0.20 loss=0.3950 lr=1.58e-05 1976 fov-steps/s eta 1h22m
[736020] phase C T=8 real=0.20 loss=0.3767 lr=1.58e-05 1976 fov-steps/s eta 1h22m
[736040] phase C T=8 real=0.20 loss=0.3885 lr=1.57e-05 1964 fov-steps/s eta 1h22m
[736060] phase C T=8 real=0.20 loss=0.3893 lr=1.57e-05 1859 fov-steps/s eta 1h23m
[736080] phase C T=8 real=0.20 loss=0.3886 lr=1.57e-05 1978 fov-steps/s eta 1h22m
[736100] phase C T=8 real=0.20 loss=0.3852 lr=1.57e-05 1979 fov-steps/s eta 1h22m
[736120] phase C T=8 real=0.20 loss=0.3852 lr=1.56e-05 1977 fov-steps/s eta 1h22m
[736140] phase C T=8 real=0.20 loss=0.3871 lr=1.56e-05 1978 fov-steps/s eta 1h21m
[736160] phase C T=8 real=0.20 loss=0.3913 lr=1.56e-05 1870 fov-steps/s eta 1h22m
[736180] phase C T=8 real=0.20 loss=0.3905 lr=1.55e-05 1978 fov-steps/s eta 1h22m
[736200] phase C T=8 real=0.20 loss=0.3802 lr=1.55e-05 1979 fov-steps/s eta 1h21m
[736220] phase C T=8 real=0.20 loss=0.3802 lr=1.55e-05 1973 fov-steps/s eta 1h21m
[736240] phase C T=8 real=0.20 loss=0.3896 lr=1.54e-05 1979 fov-steps/s eta 1h21m
[736260] phase C T=8 real=0.20 loss=0.3875 lr=1.54e-05 1897 fov-steps/s eta 1h22m
[736280] phase C T=8 real=0.20 loss=0.3840 lr=1.54e-05 1916 fov-steps/s eta 1h22m
[736300] phase C T=8 real=0.20 loss=0.3797 lr=1.54e-05 1971 fov-steps/s eta 1h21m
[736320] phase C T=8 real=0.20 loss=0.3865 lr=1.53e-05 1979 fov-steps/s eta 1h21m
[736340] phase C T=8 real=0.20 loss=0.3841 lr=1.53e-05 1977 fov-steps/s eta 1h21m
[736360] phase C T=8 real=0.20 loss=0.3766 lr=1.53e-05 1976 fov-steps/s eta 1h20m
[736380] phase C T=8 real=0.20 loss=0.3798 lr=1.52e-05 1843 fov-steps/s eta 1h22m
[736400] phase C T=8 real=0.20 loss=0.3816 lr=1.52e-05 1969 fov-steps/s eta 1h21m
[736420] phase C T=8 real=0.20 loss=0.3857 lr=1.52e-05 1978 fov-steps/s eta 1h21m
[736440] phase C T=8 real=0.20 loss=0.3870 lr=1.52e-05 1979 fov-steps/s eta 1h20m
[736460] phase C T=8 real=0.20 loss=0.3873 lr=1.51e-05 1976 fov-steps/s eta 1h20m
[736480] phase C T=8 real=0.20 loss=0.3840 lr=1.51e-05 1787 fov-steps/s eta 1h22m
[736500] phase C T=8 real=0.20 loss=0.3837 lr=1.51e-05 1977 fov-steps/s eta 1h21m
[736520] phase C T=8 real=0.20 loss=0.3979 lr=1.50e-05 1980 fov-steps/s eta 1h21m
[736540] phase C T=8 real=0.20 loss=0.3819 lr=1.50e-05 1980 fov-steps/s eta 1h20m
[736560] phase C T=8 real=0.20 loss=0.3897 lr=1.50e-05 1980 fov-steps/s eta 1h20m
[736580] phase C T=8 real=0.20 loss=0.3832 lr=1.50e-05 1879 fov-steps/s eta 1h21m
[736600] phase C T=8 real=0.20 loss=0.3819 lr=1.49e-05 1959 fov-steps/s eta 1h20m
[736620] phase C T=8 real=0.20 loss=0.3923 lr=1.49e-05 1979 fov-steps/s eta 1h20m
[736640] phase C T=8 real=0.20 loss=0.3871 lr=1.49e-05 1979 fov-steps/s eta 1h19m
[736660] phase C T=8 real=0.20 loss=0.3901 lr=1.48e-05 1978 fov-steps/s eta 1h19m
[736680] phase C T=8 real=0.20 loss=0.3873 lr=1.48e-05 1963 fov-steps/s eta 1h19m
[736700] phase C T=8 real=0.20 loss=0.3822 lr=1.48e-05 1864 fov-steps/s eta 1h20m
[736720] phase C T=8 real=0.20 loss=0.3741 lr=1.48e-05 1977 fov-steps/s eta 1h20m
[736740] phase C T=8 real=0.20 loss=0.3785 lr=1.47e-05 1980 fov-steps/s eta 1h19m
[736760] phase C T=8 real=0.20 loss=0.3791 lr=1.47e-05 1975 fov-steps/s eta 1h19m
[736780] phase C T=8 real=0.20 loss=0.3854 lr=1.47e-05 1979 fov-steps/s eta 1h19m
[736800] phase C T=8 real=0.20 loss=0.3826 lr=1.46e-05 1847 fov-steps/s eta 1h20m
[736820] phase C T=8 real=0.20 loss=0.3872 lr=1.46e-05 1977 fov-steps/s eta 1h19m
[736840] phase C T=8 real=0.20 loss=0.3848 lr=1.46e-05 1979 fov-steps/s eta 1h19m
[736860] phase C T=8 real=0.20 loss=0.3912 lr=1.46e-05 1976 fov-steps/s eta 1h18m
[736880] phase C T=8 real=0.20 loss=0.3921 lr=1.45e-05 1978 fov-steps/s eta 1h18m
[736900] phase C T=8 real=0.20 loss=0.3864 lr=1.45e-05 1851 fov-steps/s eta 1h19m
[736920] phase C T=8 real=0.20 loss=0.3895 lr=1.45e-05 1974 fov-steps/s eta 1h19m
[736940] phase C T=8 real=0.20 loss=0.3863 lr=1.44e-05 1951 fov-steps/s eta 1h19m
[736960] phase C T=8 real=0.20 loss=0.3843 lr=1.44e-05 1976 fov-steps/s eta 1h18m
[736980] phase C T=8 real=0.20 loss=0.3821 lr=1.44e-05 1976 fov-steps/s eta 1h18m
[737000] phase C T=8 real=0.20 loss=0.3869 lr=1.44e-05 1946 fov-steps/s eta 1h18m
[737020] phase C T=8 real=0.20 loss=0.3790 lr=1.43e-05 1903 fov-steps/s eta 1h19m
[737040] phase C T=8 real=0.20 loss=0.3900 lr=1.43e-05 1975 fov-steps/s eta 1h18m
[737060] phase C T=8 real=0.20 loss=0.3912 lr=1.43e-05 1978 fov-steps/s eta 1h18m
[737080] phase C T=8 real=0.20 loss=0.3800 lr=1.42e-05 1979 fov-steps/s eta 1h17m
[737100] phase C T=8 real=0.20 loss=0.3863 lr=1.42e-05 1979 fov-steps/s eta 1h17m
[737120] phase C T=8 real=0.20 loss=0.3841 lr=1.42e-05 1840 fov-steps/s eta 1h19m
[737140] phase C T=8 real=0.20 loss=0.3832 lr=1.42e-05 1977 fov-steps/s eta 1h18m
[737160] phase C T=8 real=0.20 loss=0.3788 lr=1.41e-05 1973 fov-steps/s eta 1h17m
[737180] phase C T=8 real=0.20 loss=0.3860 lr=1.41e-05 1974 fov-steps/s eta 1h17m
[737200] phase C T=8 real=0.20 loss=0.3844 lr=1.41e-05 1976 fov-steps/s eta 1h17m
[737220] phase C T=8 real=0.20 loss=0.3857 lr=1.40e-05 1840 fov-steps/s eta 1h18m
[737240] phase C T=8 real=0.20 loss=0.3883 lr=1.40e-05 1974 fov-steps/s eta 1h18m
[737260] phase C T=8 real=0.20 loss=0.3827 lr=1.40e-05 1977 fov-steps/s eta 1h17m
[737280] phase C T=8 real=0.20 loss=0.3821 lr=1.40e-05 1978 fov-steps/s eta 1h17m
[737300] phase C T=8 real=0.20 loss=0.3888 lr=1.39e-05 1979 fov-steps/s eta 1h16m
[737320] phase C T=8 real=0.20 loss=0.3785 lr=1.39e-05 1915 fov-steps/s eta 1h17m
[737340] phase C T=8 real=0.20 loss=0.3857 lr=1.39e-05 1886 fov-steps/s eta 1h18m
[737360] phase C T=8 real=0.20 loss=0.3760 lr=1.38e-05 1975 fov-steps/s eta 1h17m
[737380] phase C T=8 real=0.20 loss=0.3860 lr=1.38e-05 1981 fov-steps/s eta 1h16m
[737400] phase C T=8 real=0.20 loss=0.3917 lr=1.38e-05 1980 fov-steps/s eta 1h16m
[737420] phase C T=8 real=0.20 loss=0.3790 lr=1.38e-05 1979 fov-steps/s eta 1h16m
[737440] phase C T=8 real=0.20 loss=0.3819 lr=1.37e-05 1849 fov-steps/s eta 1h17m
[737460] phase C T=8 real=0.20 loss=0.3852 lr=1.37e-05 1979 fov-steps/s eta 1h16m
[737480] phase C T=8 real=0.20 loss=0.3845 lr=1.37e-05 1978 fov-steps/s eta 1h16m
[737500] phase C T=8 real=0.20 loss=0.3779 lr=1.37e-05 1978 fov-steps/s eta 1h16m
[val 737500] NERL all=0.4152 (real=0.4152 synth=0.0775) | merge all=0.125 (real=0.1354 blind=0.1512) inst=169 | best_nerl=0.4242 best_realmerge=0.0521 (141s)
[val 737500] movement: panel_1step=0.0118 mean_steps=564.7 core_1step=0.3077
[val 737500] CORE (unlabelled target regime): score=0.0366 cov=0.3353 inst=13 valid=0.846 | best_core=0.04247
[737520] phase C T=8 real=0.20 loss=0.3763 lr=1.36e-05 1792 fov-steps/s eta 1h18m
[737540] phase C T=8 real=0.20 loss=0.3811 lr=1.36e-05 1990 fov-steps/s eta 1h16m
[737560] phase C T=8 real=0.20 loss=0.3872 lr=1.36e-05 1987 fov-steps/s eta 1h16m
[737580] phase C T=8 real=0.20 loss=0.3847 lr=1.35e-05 1987 fov-steps/s eta 1h15m
[737600] phase C T=8 real=0.20 loss=0.3829 lr=1.35e-05 1986 fov-steps/s eta 1h15m
[737620] phase C T=8 real=0.20 loss=0.3805 lr=1.35e-05 1961 fov-steps/s eta 1h15m
[737640] phase C T=8 real=0.20 loss=0.3856 lr=1.35e-05 1884 fov-steps/s eta 1h16m
[737660] phase C T=8 real=0.20 loss=0.3842 lr=1.34e-05 1979 fov-steps/s eta 1h15m
[737680] phase C T=8 real=0.20 loss=0.3791 lr=1.34e-05 1985 fov-steps/s eta 1h15m
[737700] phase C T=8 real=0.20 loss=0.3875 lr=1.34e-05 1984 fov-steps/s eta 1h14m
[737720] phase C T=8 real=0.20 loss=0.3872 lr=1.33e-05 1952 fov-steps/s eta 1h15m
[737740] phase C T=8 real=0.20 loss=0.3839 lr=1.33e-05 1828 fov-steps/s eta 1h16m
[737760] phase C T=8 real=0.20 loss=0.3832 lr=1.33e-05 1984 fov-steps/s eta 1h15m
[737780] phase C T=8 real=0.20 loss=0.3847 lr=1.33e-05 1982 fov-steps/s eta 1h15m
[737800] phase C T=8 real=0.20 loss=0.3836 lr=1.32e-05 1980 fov-steps/s eta 1h14m
[737820] phase C T=8 real=0.20 loss=0.3857 lr=1.32e-05 1981 fov-steps/s eta 1h14m
[737840] phase C T=8 real=0.20 loss=0.3771 lr=1.32e-05 1864 fov-steps/s eta 1h15m
[737860] phase C T=8 real=0.20 loss=0.3901 lr=1.31e-05 1969 fov-steps/s eta 1h15m
[737880] phase C T=8 real=0.20 loss=0.3917 lr=1.31e-05 1979 fov-steps/s eta 1h14m
[737900] phase C T=8 real=0.20 loss=0.3896 lr=1.31e-05 1975 fov-steps/s eta 1h14m
[737920] phase C T=8 real=0.20 loss=0.3789 lr=1.31e-05 1980 fov-steps/s eta 1h14m
[737940] phase C T=8 real=0.20 loss=0.3880 lr=1.30e-05 1959 fov-steps/s eta 1h14m
[737960] phase C T=8 real=0.20 loss=0.3812 lr=1.30e-05 1879 fov-steps/s eta 1h14m
[737980] phase C T=8 real=0.20 loss=0.3890 lr=1.30e-05 1972 fov-steps/s eta 1h14m
[738000] phase C T=8 real=0.20 loss=0.3773 lr=1.30e-05 1978 fov-steps/s eta 1h14m
[738020] phase C T=8 real=0.20 loss=0.3909 lr=1.29e-05 1980 fov-steps/s eta 1h13m
[738040] phase C T=8 real=0.20 loss=0.3894 lr=1.29e-05 1978 fov-steps/s eta 1h13m
[738060] phase C T=8 real=0.20 loss=0.3865 lr=1.29e-05 1852 fov-steps/s eta 1h14m
[738080] phase C T=8 real=0.20 loss=0.3873 lr=1.28e-05 1977 fov-steps/s eta 1h14m
[738100] phase C T=8 real=0.20 loss=0.3863 lr=1.28e-05 1979 fov-steps/s eta 1h13m
[738120] phase C T=8 real=0.20 loss=0.3827 lr=1.28e-05 1977 fov-steps/s eta 1h13m
[738140] phase C T=8 real=0.20 loss=0.3865 lr=1.28e-05 1977 fov-steps/s eta 1h13m
[738160] phase C T=8 real=0.20 loss=0.3904 lr=1.27e-05 1852 fov-steps/s eta 1h14m
[738180] phase C T=8 real=0.20 loss=0.3840 lr=1.27e-05 1961 fov-steps/s eta 1h13m
[738200] phase C T=8 real=0.20 loss=0.3813 lr=1.27e-05 1974 fov-steps/s eta 1h13m
[738220] phase C T=8 real=0.20 loss=0.3887 lr=1.27e-05 1974 fov-steps/s eta 1h13m
[738240] phase C T=8 real=0.20 loss=0.3870 lr=1.26e-05 1976 fov-steps/s eta 1h12m
[738260] phase C T=8 real=0.20 loss=0.3904 lr=1.26e-05 1938 fov-steps/s eta 1h13m
[738280] phase C T=8 real=0.20 loss=0.3920 lr=1.26e-05 1884 fov-steps/s eta 1h13m
[738300] phase C T=8 real=0.20 loss=0.3878 lr=1.25e-05 1975 fov-steps/s eta 1h13m
[738320] phase C T=8 real=0.20 loss=0.3818 lr=1.25e-05 1977 fov-steps/s eta 1h12m
[738340] phase C T=8 real=0.20 loss=0.3728 lr=1.25e-05 1976 fov-steps/s eta 1h12m
[738360] phase C T=8 real=0.20 loss=0.3882 lr=1.25e-05 1976 fov-steps/s eta 1h12m
[738380] phase C T=8 real=0.20 loss=0.3822 lr=1.24e-05 1807 fov-steps/s eta 1h13m
[738400] phase C T=8 real=0.20 loss=0.3849 lr=1.24e-05 1971 fov-steps/s eta 1h13m
[738420] phase C T=8 real=0.20 loss=0.3943 lr=1.24e-05 1976 fov-steps/s eta 1h12m
[738440] phase C T=8 real=0.20 loss=0.3823 lr=1.24e-05 1976 fov-steps/s eta 1h12m
[738460] phase C T=8 real=0.20 loss=0.3804 lr=1.23e-05 1976 fov-steps/s eta 1h11m
[738480] phase C T=8 real=0.20 loss=0.3834 lr=1.23e-05 1876 fov-steps/s eta 1h12m
[738500] phase C T=8 real=0.20 loss=0.3833 lr=1.23e-05 1934 fov-steps/s eta 1h12m
[738520] phase C T=8 real=0.20 loss=0.3880 lr=1.22e-05 1979 fov-steps/s eta 1h12m
[738540] phase C T=8 real=0.20 loss=0.3846 lr=1.22e-05 1977 fov-steps/s eta 1h11m
[738560] phase C T=8 real=0.20 loss=0.3866 lr=1.22e-05 1976 fov-steps/s eta 1h11m
[738580] phase C T=8 real=0.20 loss=0.3851 lr=1.22e-05 1955 fov-steps/s eta 1h11m
[738600] phase C T=8 real=0.20 loss=0.3910 lr=1.21e-05 1870 fov-steps/s eta 1h12m
[738620] phase C T=8 real=0.20 loss=0.3797 lr=1.21e-05 1976 fov-steps/s eta 1h11m
[738640] phase C T=8 real=0.20 loss=0.3877 lr=1.21e-05 1976 fov-steps/s eta 1h11m
[738660] phase C T=8 real=0.20 loss=0.3860 lr=1.21e-05 1966 fov-steps/s eta 1h11m
[738680] phase C T=8 real=0.20 loss=0.3848 lr=1.20e-05 1976 fov-steps/s eta 1h10m
[738700] phase C T=8 real=0.20 loss=0.3760 lr=1.20e-05 1840 fov-steps/s eta 1h12m
[738720] phase C T=8 real=0.20 loss=0.3798 lr=1.20e-05 1975 fov-steps/s eta 1h11m
[738740] phase C T=8 real=0.20 loss=0.3835 lr=1.20e-05 1976 fov-steps/s eta 1h11m
[738760] phase C T=8 real=0.20 loss=0.3820 lr=1.19e-05 1977 fov-steps/s eta 1h10m
[738780] phase C T=8 real=0.20 loss=0.3905 lr=1.19e-05 1979 fov-steps/s eta 1h10m
[738800] phase C T=8 real=0.20 loss=0.3829 lr=1.19e-05 1899 fov-steps/s eta 1h11m
[738820] phase C T=8 real=0.20 loss=0.3914 lr=1.18e-05 1939 fov-steps/s eta 1h11m
[738840] phase C T=8 real=0.20 loss=0.3801 lr=1.18e-05 1980 fov-steps/s eta 1h10m
[738860] phase C T=8 real=0.20 loss=0.3808 lr=1.18e-05 1980 fov-steps/s eta 1h10m
[738880] phase C T=8 real=0.20 loss=0.3831 lr=1.18e-05 1979 fov-steps/s eta 1h09m
[738900] phase C T=8 real=0.20 loss=0.3807 lr=1.17e-05 1979 fov-steps/s eta 1h09m
[738920] phase C T=8 real=0.20 loss=0.3702 lr=1.17e-05 1853 fov-steps/s eta 1h10m
[738940] phase C T=8 real=0.20 loss=0.3899 lr=1.17e-05 1980 fov-steps/s eta 1h10m
[738960] phase C T=8 real=0.20 loss=0.3880 lr=1.17e-05 1976 fov-steps/s eta 1h09m
[738980] phase C T=8 real=0.20 loss=0.3758 lr=1.16e-05 1975 fov-steps/s eta 1h09m
[739000] phase C T=8 real=0.20 loss=0.3891 lr=1.16e-05 1976 fov-steps/s eta 1h09m
[739020] phase C T=8 real=0.20 loss=0.3806 lr=1.16e-05 1854 fov-steps/s eta 1h10m
[739040] phase C T=8 real=0.20 loss=0.3784 lr=1.16e-05 1937 fov-steps/s eta 1h10m
[739060] phase C T=8 real=0.20 loss=0.3764 lr=1.15e-05 1956 fov-steps/s eta 1h10m
[739080] phase C T=8 real=0.20 loss=0.3863 lr=1.15e-05 1976 fov-steps/s eta 1h09m
[739100] phase C T=8 real=0.20 loss=0.3903 lr=1.15e-05 1977 fov-steps/s eta 1h09m
[739120] phase C T=8 real=0.20 loss=0.3942 lr=1.14e-05 1912 fov-steps/s eta 1h09m
[739140] phase C T=8 real=0.20 loss=0.3802 lr=1.14e-05 1921 fov-steps/s eta 1h09m
[739160] phase C T=8 real=0.20 loss=0.3831 lr=1.14e-05 1977 fov-steps/s eta 1h09m
[739180] phase C T=8 real=0.20 loss=0.3818 lr=1.14e-05 1980 fov-steps/s eta 1h08m
[739200] phase C T=8 real=0.20 loss=0.3992 lr=1.13e-05 1978 fov-steps/s eta 1h08m
[739220] phase C T=8 real=0.20 loss=0.3831 lr=1.13e-05 1978 fov-steps/s eta 1h08m
[739240] phase C T=8 real=0.20 loss=0.3912 lr=1.13e-05 1856 fov-steps/s eta 1h09m
[739260] phase C T=8 real=0.20 loss=0.3803 lr=1.13e-05 1979 fov-steps/s eta 1h08m
[739280] phase C T=8 real=0.20 loss=0.3741 lr=1.12e-05 1979 fov-steps/s eta 1h08m
[739300] phase C T=8 real=0.20 loss=0.3877 lr=1.12e-05 1978 fov-steps/s eta 1h08m
[739320] phase C T=8 real=0.20 loss=0.3690 lr=1.12e-05 1977 fov-steps/s eta 1h08m
[739340] phase C T=8 real=0.20 loss=0.3864 lr=1.12e-05 1845 fov-steps/s eta 1h09m
[739360] phase C T=8 real=0.20 loss=0.3832 lr=1.11e-05 1977 fov-steps/s eta 1h08m
[739380] phase C T=8 real=0.20 loss=0.3828 lr=1.11e-05 1981 fov-steps/s eta 1h08m
[739400] phase C T=8 real=0.20 loss=0.3837 lr=1.11e-05 1981 fov-steps/s eta 1h07m
[739420] phase C T=8 real=0.20 loss=0.3826 lr=1.11e-05 1980 fov-steps/s eta 1h07m
[739440] phase C T=8 real=0.20 loss=0.3832 lr=1.10e-05 1948 fov-steps/s eta 1h07m
[739460] phase C T=8 real=0.20 loss=0.3828 lr=1.10e-05 1884 fov-steps/s eta 1h08m
[739480] phase C T=8 real=0.20 loss=0.3760 lr=1.10e-05 1978 fov-steps/s eta 1h07m
[739500] phase C T=8 real=0.20 loss=0.3797 lr=1.09e-05 1979 fov-steps/s eta 1h07m
[739520] phase C T=8 real=0.20 loss=0.3881 lr=1.09e-05 1977 fov-steps/s eta 1h07m
[739540] phase C T=8 real=0.20 loss=0.3814 lr=1.09e-05 1978 fov-steps/s eta 1h07m
[739560] phase C T=8 real=0.20 loss=0.3851 lr=1.09e-05 1866 fov-steps/s eta 1h07m
[739580] phase C T=8 real=0.20 loss=0.3906 lr=1.08e-05 1976 fov-steps/s eta 1h07m
[739600] phase C T=8 real=0.20 loss=0.3736 lr=1.08e-05 1977 fov-steps/s eta 1h07m
[739620] phase C T=8 real=0.20 loss=0.3815 lr=1.08e-05 1976 fov-steps/s eta 1h06m
[739640] phase C T=8 real=0.20 loss=0.3797 lr=1.08e-05 1979 fov-steps/s eta 1h06m
[739660] phase C T=8 real=0.20 loss=0.3824 lr=1.07e-05 1847 fov-steps/s eta 1h07m
[739680] phase C T=8 real=0.20 loss=0.3889 lr=1.07e-05 1983 fov-steps/s eta 1h07m
[739700] phase C T=8 real=0.20 loss=0.3809 lr=1.07e-05 1969 fov-steps/s eta 1h06m
[739720] phase C T=8 real=0.20 loss=0.3811 lr=1.07e-05 1979 fov-steps/s eta 1h06m
[739740] phase C T=8 real=0.20 loss=0.3856 lr=1.06e-05 1981 fov-steps/s eta 1h06m
[739760] phase C T=8 real=0.20 loss=0.3858 lr=1.06e-05 1976 fov-steps/s eta 1h06m
[739780] phase C T=8 real=0.20 loss=0.3840 lr=1.06e-05 1890 fov-steps/s eta 1h06m
[739800] phase C T=8 real=0.20 loss=0.3785 lr=1.06e-05 1971 fov-steps/s eta 1h06m
[739820] phase C T=8 real=0.20 loss=0.3763 lr=1.05e-05 1978 fov-steps/s eta 1h06m
[739840] phase C T=8 real=0.20 loss=0.3888 lr=1.05e-05 1979 fov-steps/s eta 1h05m
[739860] phase C T=8 real=0.20 loss=0.3776 lr=1.05e-05 1978 fov-steps/s eta 1h05m
[739880] phase C T=8 real=0.20 loss=0.3822 lr=1.05e-05 1840 fov-steps/s eta 1h06m
[739900] phase C T=8 real=0.20 loss=0.3771 lr=1.04e-05 1974 fov-steps/s eta 1h06m
[739920] phase C T=8 real=0.20 loss=0.3797 lr=1.04e-05 1978 fov-steps/s eta 1h05m
[739940] phase C T=8 real=0.20 loss=0.3825 lr=1.04e-05 1975 fov-steps/s eta 1h05m
[739960] phase C T=8 real=0.20 loss=0.3879 lr=1.04e-05 1978 fov-steps/s eta 1h05m
[739980] phase C T=8 real=0.20 loss=0.3806 lr=1.03e-05 1882 fov-steps/s eta 1h06m
[740000] phase C T=8 real=0.20 loss=0.3904 lr=1.03e-05 1976 fov-steps/s eta 1h05m
[ckpt] /root/surf/ffn_run6/ckpt_740000.pt
[740020] phase C T=8 real=0.20 loss=0.3882 lr=1.03e-05 1971 fov-steps/s eta 1h05m
[740040] phase C T=8 real=0.20 loss=0.3815 lr=1.03e-05 1978 fov-steps/s eta 1h05m
[740060] phase C T=8 real=0.20 loss=0.3865 lr=1.02e-05 1976 fov-steps/s eta 1h04m
[740080] phase C T=8 real=0.20 loss=0.3859 lr=1.02e-05 1901 fov-steps/s eta 1h05m
[740100] phase C T=8 real=0.20 loss=0.3906 lr=1.02e-05 1924 fov-steps/s eta 1h05m
[740120] phase C T=8 real=0.20 loss=0.3893 lr=1.02e-05 1978 fov-steps/s eta 1h05m
[740140] phase C T=8 real=0.20 loss=0.3882 lr=1.01e-05 1977 fov-steps/s eta 1h04m
[740160] phase C T=8 real=0.20 loss=0.3813 lr=1.01e-05 1975 fov-steps/s eta 1h04m
[740180] phase C T=8 real=0.20 loss=0.3911 lr=1.01e-05 1974 fov-steps/s eta 1h04m
[740200] phase C T=8 real=0.20 loss=0.3826 lr=1.01e-05 1849 fov-steps/s eta 1h05m
[740220] phase C T=8 real=0.20 loss=0.3861 lr=1.00e-05 1979 fov-steps/s eta 1h04m
[740240] phase C T=8 real=0.20 loss=0.3791 lr=1.00e-05 1979 fov-steps/s eta 1h04m
[740260] phase C T=8 real=0.20 loss=0.3924 lr=9.98e-06 1969 fov-steps/s eta 1h04m
[740280] phase C T=8 real=0.20 loss=0.3767 lr=9.95e-06 1978 fov-steps/s eta 1h03m
[740300] phase C T=8 real=0.20 loss=0.3735 lr=9.93e-06 1848 fov-steps/s eta 1h04m
[740320] phase C T=8 real=0.20 loss=0.3768 lr=9.90e-06 1976 fov-steps/s eta 1h04m
[740340] phase C T=8 real=0.20 loss=0.3812 lr=9.88e-06 1978 fov-steps/s eta 1h04m
[740360] phase C T=8 real=0.20 loss=0.3953 lr=9.85e-06 1956 fov-steps/s eta 1h03m
[740380] phase C T=8 real=0.20 loss=0.3758 lr=9.83e-06 1955 fov-steps/s eta 1h03m
[740400] phase C T=8 real=0.20 loss=0.3919 lr=9.80e-06 1895 fov-steps/s eta 1h04m
[740420] phase C T=8 real=0.20 loss=0.3881 lr=9.78e-06 1927 fov-steps/s eta 1h04m
[740440] phase C T=8 real=0.20 loss=0.3889 lr=9.75e-06 1974 fov-steps/s eta 1h03m
[740460] phase C T=8 real=0.20 loss=0.3780 lr=9.73e-06 1976 fov-steps/s eta 1h03m
[740480] phase C T=8 real=0.20 loss=0.3868 lr=9.70e-06 1977 fov-steps/s eta 1h03m
[740500] phase C T=8 real=0.20 loss=0.3813 lr=9.68e-06 1977 fov-steps/s eta 1h02m
[740520] phase C T=8 real=0.20 loss=0.3827 lr=9.65e-06 1848 fov-steps/s eta 1h03m
[740540] phase C T=8 real=0.20 loss=0.3898 lr=9.63e-06 1978 fov-steps/s eta 1h03m
[740560] phase C T=8 real=0.20 loss=0.3853 lr=9.60e-06 1981 fov-steps/s eta 1h03m
[740580] phase C T=8 real=0.20 loss=0.3747 lr=9.58e-06 1979 fov-steps/s eta 1h02m
[740600] phase C T=8 real=0.20 loss=0.3862 lr=9.55e-06 1977 fov-steps/s eta 1h02m
[740620] phase C T=8 real=0.20 loss=0.3773 lr=9.53e-06 1881 fov-steps/s eta 1h03m
[740640] phase C T=8 real=0.20 loss=0.3884 lr=9.50e-06 1979 fov-steps/s eta 1h02m
[740660] phase C T=8 real=0.20 loss=0.3914 lr=9.48e-06 1978 fov-steps/s eta 1h02m
[740680] phase C T=8 real=0.20 loss=0.3863 lr=9.45e-06 1977 fov-steps/s eta 1h02m
[740700] phase C T=8 real=0.20 loss=0.3804 lr=9.43e-06 1979 fov-steps/s eta 1h01m
[740720] phase C T=8 real=0.20 loss=0.3841 lr=9.41e-06 1893 fov-steps/s eta 1h02m
[740740] phase C T=8 real=0.20 loss=0.3810 lr=9.38e-06 1922 fov-steps/s eta 1h02m
[740760] phase C T=8 real=0.20 loss=0.3847 lr=9.36e-06 1981 fov-steps/s eta 1h02m
[740780] phase C T=8 real=0.20 loss=0.3882 lr=9.33e-06 1979 fov-steps/s eta 1h01m
[740800] phase C T=8 real=0.20 loss=0.3787 lr=9.31e-06 1982 fov-steps/s eta 1h01m
[740820] phase C T=8 real=0.20 loss=0.3857 lr=9.28e-06 1980 fov-steps/s eta 1h01m
[740840] phase C T=8 real=0.20 loss=0.3835 lr=9.26e-06 1847 fov-steps/s eta 1h02m
[740860] phase C T=8 real=0.20 loss=0.3802 lr=9.23e-06 1981 fov-steps/s eta 1h01m
[740880] phase C T=8 real=0.20 loss=0.3816 lr=9.21e-06 1980 fov-steps/s eta 1h01m
[740900] phase C T=8 real=0.20 loss=0.3801 lr=9.19e-06 1980 fov-steps/s eta 1h01m
[740920] phase C T=8 real=0.20 loss=0.3830 lr=9.16e-06 1978 fov-steps/s eta 1h01m
[740940] phase C T=8 real=0.20 loss=0.3849 lr=9.14e-06 1868 fov-steps/s eta 1h01m
[740960] phase C T=8 real=0.20 loss=0.3874 lr=9.11e-06 1973 fov-steps/s eta 1h01m
[740980] phase C T=8 real=0.20 loss=0.3892 lr=9.09e-06 1978 fov-steps/s eta 1h01m
[741000] phase C T=8 real=0.20 loss=0.3846 lr=9.06e-06 1976 fov-steps/s eta 1h00m
[741020] phase C T=8 real=0.20 loss=0.3818 lr=9.04e-06 1972 fov-steps/s eta 1h00m
[741040] phase C T=8 real=0.20 loss=0.3734 lr=9.02e-06 1923 fov-steps/s eta 1h01m
[741060] phase C T=8 real=0.20 loss=0.3814 lr=8.99e-06 1892 fov-steps/s eta 1h01m
[741080] phase C T=8 real=0.20 loss=0.3839 lr=8.97e-06 1976 fov-steps/s eta 1h01m
[741100] phase C T=8 real=0.20 loss=0.3833 lr=8.94e-06 1976 fov-steps/s eta 1h00m
[741120] phase C T=8 real=0.20 loss=0.3842 lr=8.92e-06 1974 fov-steps/s eta 1h00m
[741140] phase C T=8 real=0.20 loss=0.3826 lr=8.90e-06 1976 fov-steps/s eta 1h00m
[741160] phase C T=8 real=0.20 loss=0.3798 lr=8.87e-06 1857 fov-steps/s eta 1h01m
[741180] phase C T=8 real=0.20 loss=0.3755 lr=8.85e-06 1977 fov-steps/s eta 1h00m
[741200] phase C T=8 real=0.20 loss=0.3851 lr=8.82e-06 1978 fov-steps/s eta 1h00m
[741220] phase C T=8 real=0.20 loss=0.3892 lr=8.80e-06 1977 fov-steps/s eta 0h59m
[741240] phase C T=8 real=0.20 loss=0.3845 lr=8.78e-06 1977 fov-steps/s eta 0h59m
[741260] phase C T=8 real=0.20 loss=0.3834 lr=8.75e-06 1854 fov-steps/s eta 1h00m
[741280] phase C T=8 real=0.20 loss=0.3856 lr=8.73e-06 1979 fov-steps/s eta 1h00m
[741300] phase C T=8 real=0.20 loss=0.3777 lr=8.70e-06 1978 fov-steps/s eta 0h59m
[741320] phase C T=8 real=0.20 loss=0.3877 lr=8.68e-06 1980 fov-steps/s eta 0h59m
[741340] phase C T=8 real=0.20 loss=0.3970 lr=8.66e-06 1978 fov-steps/s eta 0h59m
[741360] phase C T=8 real=0.20 loss=0.3819 lr=8.63e-06 1924 fov-steps/s eta 0h59m
[741380] phase C T=8 real=0.20 loss=0.3863 lr=8.61e-06 1919 fov-steps/s eta 0h59m
[741400] phase C T=8 real=0.20 loss=0.3883 lr=8.59e-06 1977 fov-steps/s eta 0h59m
[741420] phase C T=8 real=0.20 loss=0.3839 lr=8.56e-06 1979 fov-steps/s eta 0h59m
[741440] phase C T=8 real=0.20 loss=0.3817 lr=8.54e-06 1980 fov-steps/s eta 0h58m
[741460] phase C T=8 real=0.20 loss=0.3871 lr=8.51e-06 1977 fov-steps/s eta 0h58m
[741480] phase C T=8 real=0.20 loss=0.3820 lr=8.49e-06 1853 fov-steps/s eta 0h59m
[741500] phase C T=8 real=0.20 loss=0.3875 lr=8.47e-06 1979 fov-steps/s eta 0h59m
[741520] phase C T=8 real=0.20 loss=0.3897 lr=8.44e-06 1980 fov-steps/s eta 0h58m
[741540] phase C T=8 real=0.20 loss=0.3779 lr=8.42e-06 1979 fov-steps/s eta 0h58m
[741560] phase C T=8 real=0.20 loss=0.3906 lr=8.40e-06 1979 fov-steps/s eta 0h58m
[741580] phase C T=8 real=0.20 loss=0.3881 lr=8.37e-06 1859 fov-steps/s eta 0h59m
[741600] phase C T=8 real=0.20 loss=0.3861 lr=8.35e-06 1978 fov-steps/s eta 0h58m
[741620] phase C T=8 real=0.20 loss=0.3827 lr=8.33e-06 1972 fov-steps/s eta 0h58m
[741640] phase C T=8 real=0.20 loss=0.3820 lr=8.30e-06 1975 fov-steps/s eta 0h58m
[741660] phase C T=8 real=0.20 loss=0.3774 lr=8.28e-06 1974 fov-steps/s eta 0h57m
[741680] phase C T=8 real=0.20 loss=0.3844 lr=8.26e-06 1888 fov-steps/s eta 0h58m
[741700] phase C T=8 real=0.20 loss=0.3926 lr=8.23e-06 1938 fov-steps/s eta 0h58m
[741720] phase C T=8 real=0.20 loss=0.3836 lr=8.21e-06 1975 fov-steps/s eta 0h58m
[741740] phase C T=8 real=0.20 loss=0.3793 lr=8.19e-06 1975 fov-steps/s eta 0h57m
[741760] phase C T=8 real=0.20 loss=0.3763 lr=8.16e-06 1980 fov-steps/s eta 0h57m
[741780] phase C T=8 real=0.20 loss=0.3824 lr=8.14e-06 1966 fov-steps/s eta 0h57m
[741800] phase C T=8 real=0.20 loss=0.3792 lr=8.12e-06 1864 fov-steps/s eta 0h58m
[741820] phase C T=8 real=0.20 loss=0.3830 lr=8.09e-06 1978 fov-steps/s eta 0h57m
[741840] phase C T=8 real=0.20 loss=0.3867 lr=8.07e-06 1978 fov-steps/s eta 0h57m
[741860] phase C T=8 real=0.20 loss=0.3874 lr=8.05e-06 1977 fov-steps/s eta 0h57m
[741880] phase C T=8 real=0.20 loss=0.3851 lr=8.02e-06 1975 fov-steps/s eta 0h56m
[741900] phase C T=8 real=0.20 loss=0.3896 lr=8.00e-06 1869 fov-steps/s eta 0h57m
[741920] phase C T=8 real=0.20 loss=0.3836 lr=7.98e-06 1975 fov-steps/s eta 0h57m
[741940] phase C T=8 real=0.20 loss=0.3847 lr=7.96e-06 1975 fov-steps/s eta 0h56m
[741960] phase C T=8 real=0.20 loss=0.3845 lr=7.93e-06 1976 fov-steps/s eta 0h56m
[741980] phase C T=8 real=0.20 loss=0.3777 lr=7.91e-06 1979 fov-steps/s eta 0h56m
[742000] phase C T=8 real=0.20 loss=0.3862 lr=7.89e-06 1876 fov-steps/s eta 0h57m
[742020] phase C T=8 real=0.20 loss=0.3808 lr=7.86e-06 1936 fov-steps/s eta 0h57m
[742040] phase C T=8 real=0.20 loss=0.3885 lr=7.84e-06 1979 fov-steps/s eta 0h56m
[742060] phase C T=8 real=0.20 loss=0.3892 lr=7.82e-06 1980 fov-steps/s eta 0h56m
[742080] phase C T=8 real=0.20 loss=0.3779 lr=7.79e-06 1971 fov-steps/s eta 0h56m
[742100] phase C T=8 real=0.20 loss=0.3864 lr=7.77e-06 1977 fov-steps/s eta 0h55m
[742120] phase C T=8 real=0.20 loss=0.3840 lr=7.75e-06 1851 fov-steps/s eta 0h56m
[742140] phase C T=8 real=0.20 loss=0.3949 lr=7.73e-06 1979 fov-steps/s eta 0h56m
[742160] phase C T=8 real=0.20 loss=0.3888 lr=7.70e-06 1978 fov-steps/s eta 0h56m
[742180] phase C T=8 real=0.20 loss=0.3882 lr=7.68e-06 1978 fov-steps/s eta 0h55m
[742200] phase C T=8 real=0.20 loss=0.3815 lr=7.66e-06 1973 fov-steps/s eta 0h55m
[742220] phase C T=8 real=0.20 loss=0.3824 lr=7.64e-06 1857 fov-steps/s eta 0h56m
[742240] phase C T=8 real=0.20 loss=0.3823 lr=7.61e-06 1978 fov-steps/s eta 0h55m
[742260] phase C T=8 real=0.20 loss=0.3854 lr=7.59e-06 1979 fov-steps/s eta 0h55m
[742280] phase C T=8 real=0.20 loss=0.3845 lr=7.57e-06 1975 fov-steps/s eta 0h55m
[742300] phase C T=8 real=0.20 loss=0.3846 lr=7.55e-06 1975 fov-steps/s eta 0h55m
[742320] phase C T=8 real=0.20 loss=0.3832 lr=7.52e-06 1894 fov-steps/s eta 0h55m
[742340] phase C T=8 real=0.20 loss=0.3875 lr=7.50e-06 1939 fov-steps/s eta 0h55m
[742360] phase C T=8 real=0.20 loss=0.3826 lr=7.48e-06 1967 fov-steps/s eta 0h55m
[742380] phase C T=8 real=0.20 loss=0.3827 lr=7.46e-06 1976 fov-steps/s eta 0h55m
[742400] phase C T=8 real=0.20 loss=0.3835 lr=7.43e-06 1976 fov-steps/s eta 0h54m
[742420] phase C T=8 real=0.20 loss=0.3861 lr=7.41e-06 1954 fov-steps/s eta 0h54m
[742440] phase C T=8 real=0.20 loss=0.3759 lr=7.39e-06 1871 fov-steps/s eta 0h55m
[742460] phase C T=8 real=0.20 loss=0.3878 lr=7.37e-06 1977 fov-steps/s eta 0h54m
[742480] phase C T=8 real=0.20 loss=0.3785 lr=7.34e-06 1975 fov-steps/s eta 0h54m
[742500] phase C T=8 real=0.20 loss=0.3804 lr=7.32e-06 1976 fov-steps/s eta 0h54m
[742520] phase C T=8 real=0.20 loss=0.3827 lr=7.30e-06 1979 fov-steps/s eta 0h54m
[742540] phase C T=8 real=0.20 loss=0.3878 lr=7.28e-06 1851 fov-steps/s eta 0h55m
[742560] phase C T=8 real=0.20 loss=0.3791 lr=7.26e-06 1979 fov-steps/s eta 0h54m
[742580] phase C T=8 real=0.20 loss=0.3807 lr=7.23e-06 1978 fov-steps/s eta 0h54m
[742600] phase C T=8 real=0.20 loss=0.3836 lr=7.21e-06 1972 fov-steps/s eta 0h53m
[742620] phase C T=8 real=0.20 loss=0.3825 lr=7.19e-06 1980 fov-steps/s eta 0h53m
[742640] phase C T=8 real=0.20 loss=0.3865 lr=7.17e-06 1877 fov-steps/s eta 0h54m
[742660] phase C T=8 real=0.20 loss=0.3723 lr=7.15e-06 1959 fov-steps/s eta 0h54m
[742680] phase C T=8 real=0.20 loss=0.3858 lr=7.12e-06 1978 fov-steps/s eta 0h53m
[742700] phase C T=8 real=0.20 loss=0.3891 lr=7.10e-06 1979 fov-steps/s eta 0h53m
[742720] phase C T=8 real=0.20 loss=0.3787 lr=7.08e-06 1976 fov-steps/s eta 0h53m
[742740] phase C T=8 real=0.20 loss=0.3811 lr=7.06e-06 1951 fov-steps/s eta 0h53m
[742760] phase C T=8 real=0.20 loss=0.3847 lr=7.04e-06 1872 fov-steps/s eta 0h53m
[742780] phase C T=8 real=0.20 loss=0.3824 lr=7.01e-06 1979 fov-steps/s eta 0h53m
[742800] phase C T=8 real=0.20 loss=0.3865 lr=6.99e-06 1977 fov-steps/s eta 0h53m
[742820] phase C T=8 real=0.20 loss=0.3807 lr=6.97e-06 1980 fov-steps/s eta 0h52m
[742840] phase C T=8 real=0.20 loss=0.3805 lr=6.95e-06 1978 fov-steps/s eta 0h52m
[742860] phase C T=8 real=0.20 loss=0.3825 lr=6.93e-06 1854 fov-steps/s eta 0h53m
[742880] phase C T=8 real=0.20 loss=0.3827 lr=6.91e-06 1975 fov-steps/s eta 0h53m
[742900] phase C T=8 real=0.20 loss=0.3810 lr=6.88e-06 1977 fov-steps/s eta 0h52m
[742920] phase C T=8 real=0.20 loss=0.3826 lr=6.86e-06 1977 fov-steps/s eta 0h52m
[742940] phase C T=8 real=0.20 loss=0.3834 lr=6.84e-06 1978 fov-steps/s eta 0h52m
[742960] phase C T=8 real=0.20 loss=0.3878 lr=6.82e-06 1865 fov-steps/s eta 0h53m
[742980] phase C T=8 real=0.20 loss=0.3739 lr=6.80e-06 1973 fov-steps/s eta 0h52m
[743000] phase C T=8 real=0.20 loss=0.3834 lr=6.78e-06 1977 fov-steps/s eta 0h52m
[743020] phase C T=8 real=0.20 loss=0.3845 lr=6.75e-06 1954 fov-steps/s eta 0h52m
[743040] phase C T=8 real=0.20 loss=0.3793 lr=6.73e-06 1975 fov-steps/s eta 0h52m
[743060] phase C T=8 real=0.20 loss=0.3842 lr=6.71e-06 1919 fov-steps/s eta 0h52m
[743080] phase C T=8 real=0.20 loss=0.3804 lr=6.69e-06 1862 fov-steps/s eta 0h52m
[743100] phase C T=8 real=0.20 loss=0.3769 lr=6.67e-06 1975 fov-steps/s eta 0h52m
[743120] phase C T=8 real=0.20 loss=0.3837 lr=6.65e-06 1979 fov-steps/s eta 0h51m
[743140] phase C T=8 real=0.20 loss=0.3849 lr=6.63e-06 1979 fov-steps/s eta 0h51m
[743160] phase C T=8 real=0.20 loss=0.3873 lr=6.60e-06 1976 fov-steps/s eta 0h51m
[743180] phase C T=8 real=0.20 loss=0.3809 lr=6.58e-06 1791 fov-steps/s eta 0h52m
[743200] phase C T=8 real=0.20 loss=0.3892 lr=6.56e-06 1977 fov-steps/s eta 0h52m
[743220] phase C T=8 real=0.20 loss=0.3827 lr=6.54e-06 1972 fov-steps/s eta 0h51m
[743240] phase C T=8 real=0.20 loss=0.3880 lr=6.52e-06 1973 fov-steps/s eta 0h51m
[743260] phase C T=8 real=0.20 loss=0.3811 lr=6.50e-06 1977 fov-steps/s eta 0h51m
[743280] phase C T=8 real=0.20 loss=0.3859 lr=6.48e-06 1859 fov-steps/s eta 0h51m
[743300] phase C T=8 real=0.20 loss=0.3879 lr=6.46e-06 1971 fov-steps/s eta 0h51m
[743320] phase C T=8 real=0.20 loss=0.3855 lr=6.44e-06 1975 fov-steps/s eta 0h51m
[743340] phase C T=8 real=0.20 loss=0.3860 lr=6.41e-06 1975 fov-steps/s eta 0h50m
[743360] phase C T=8 real=0.20 loss=0.3831 lr=6.39e-06 1976 fov-steps/s eta 0h50m
[743380] phase C T=8 real=0.20 loss=0.3885 lr=6.37e-06 1930 fov-steps/s eta 0h50m
[743400] phase C T=8 real=0.20 loss=0.3816 lr=6.35e-06 1910 fov-steps/s eta 0h51m
[743420] phase C T=8 real=0.20 loss=0.3888 lr=6.33e-06 1974 fov-steps/s eta 0h50m
[743440] phase C T=8 real=0.20 loss=0.3757 lr=6.31e-06 1974 fov-steps/s eta 0h50m
[743460] phase C T=8 real=0.20 loss=0.3842 lr=6.29e-06 1974 fov-steps/s eta 0h50m
[743480] phase C T=8 real=0.20 loss=0.3896 lr=6.27e-06 1969 fov-steps/s eta 0h50m
[743500] phase C T=8 real=0.20 loss=0.3855 lr=6.25e-06 1843 fov-steps/s eta 0h50m
[743520] phase C T=8 real=0.20 loss=0.3903 lr=6.23e-06 1977 fov-steps/s eta 0h50m
[743540] phase C T=8 real=0.20 loss=0.3913 lr=6.21e-06 1976 fov-steps/s eta 0h50m
[743560] phase C T=8 real=0.20 loss=0.3822 lr=6.19e-06 1972 fov-steps/s eta 0h49m
[743580] phase C T=8 real=0.20 loss=0.3973 lr=6.16e-06 1976 fov-steps/s eta 0h49m
[743600] phase C T=8 real=0.20 loss=0.3847 lr=6.14e-06 1850 fov-steps/s eta 0h50m
[743620] phase C T=8 real=0.20 loss=0.3867 lr=6.12e-06 1969 fov-steps/s eta 0h50m
[743640] phase C T=8 real=0.20 loss=0.3822 lr=6.10e-06 1977 fov-steps/s eta 0h49m
[743660] phase C T=8 real=0.20 loss=0.3842 lr=6.08e-06 1975 fov-steps/s eta 0h49m
[743680] phase C T=8 real=0.20 loss=0.3766 lr=6.06e-06 1958 fov-steps/s eta 0h49m
[743700] phase C T=8 real=0.20 loss=0.3927 lr=6.04e-06 1934 fov-steps/s eta 0h49m
[743720] phase C T=8 real=0.20 loss=0.3817 lr=6.02e-06 1901 fov-steps/s eta 0h49m
[743740] phase C T=8 real=0.20 loss=0.3845 lr=6.00e-06 1977 fov-steps/s eta 0h49m
[743760] phase C T=8 real=0.20 loss=0.3846 lr=5.98e-06 1978 fov-steps/s eta 0h49m
[743780] phase C T=8 real=0.20 loss=0.3923 lr=5.96e-06 1977 fov-steps/s eta 0h48m
[743800] phase C T=8 real=0.20 loss=0.3856 lr=5.94e-06 1958 fov-steps/s eta 0h48m
[743820] phase C T=8 real=0.20 loss=0.3854 lr=5.92e-06 1849 fov-steps/s eta 0h49m
[743840] phase C T=8 real=0.20 loss=0.3880 lr=5.90e-06 1977 fov-steps/s eta 0h49m
[743860] phase C T=8 real=0.20 loss=0.3814 lr=5.88e-06 1975 fov-steps/s eta 0h48m
[743880] phase C T=8 real=0.20 loss=0.3802 lr=5.86e-06 1978 fov-steps/s eta 0h48m
[743900] phase C T=8 real=0.20 loss=0.3829 lr=5.84e-06 1978 fov-steps/s eta 0h48m
[743920] phase C T=8 real=0.20 loss=0.3897 lr=5.82e-06 1855 fov-steps/s eta 0h48m
[743940] phase C T=8 real=0.20 loss=0.3882 lr=5.80e-06 1978 fov-steps/s eta 0h48m
[743960] phase C T=8 real=0.20 loss=0.3808 lr=5.78e-06 1978 fov-steps/s eta 0h48m
[743980] phase C T=8 real=0.20 loss=0.3804 lr=5.76e-06 1976 fov-steps/s eta 0h47m
[744000] phase C T=8 real=0.20 loss=0.3809 lr=5.74e-06 1976 fov-steps/s eta 0h47m
[744020] phase C T=8 real=0.20 loss=0.3847 lr=5.72e-06 1868 fov-steps/s eta 0h48m
[744040] phase C T=8 real=0.20 loss=0.3882 lr=5.70e-06 1950 fov-steps/s eta 0h48m
[744060] phase C T=8 real=0.20 loss=0.3841 lr=5.68e-06 1974 fov-steps/s eta 0h47m
[744080] phase C T=8 real=0.20 loss=0.3890 lr=5.66e-06 1974 fov-steps/s eta 0h47m
[744100] phase C T=8 real=0.20 loss=0.3916 lr=5.64e-06 1974 fov-steps/s eta 0h47m
[744120] phase C T=8 real=0.20 loss=0.3746 lr=5.62e-06 1952 fov-steps/s eta 0h47m
[744140] phase C T=8 real=0.20 loss=0.3941 lr=5.60e-06 1867 fov-steps/s eta 0h47m
[744160] phase C T=8 real=0.20 loss=0.3877 lr=5.58e-06 1976 fov-steps/s eta 0h47m
[744180] phase C T=8 real=0.20 loss=0.3722 lr=5.56e-06 1979 fov-steps/s eta 0h47m
[744200] phase C T=8 real=0.20 loss=0.3816 lr=5.54e-06 1977 fov-steps/s eta 0h46m
[744220] phase C T=8 real=0.20 loss=0.3877 lr=5.52e-06 1977 fov-steps/s eta 0h46m
[744240] phase C T=8 real=0.20 loss=0.3902 lr=5.50e-06 1860 fov-steps/s eta 0h47m
[744260] phase C T=8 real=0.20 loss=0.3950 lr=5.48e-06 1979 fov-steps/s eta 0h47m
[744280] phase C T=8 real=0.20 loss=0.3778 lr=5.46e-06 1979 fov-steps/s eta 0h46m
[744300] phase C T=8 real=0.20 loss=0.3846 lr=5.44e-06 1980 fov-steps/s eta 0h46m
[744320] phase C T=8 real=0.20 loss=0.3806 lr=5.42e-06 1978 fov-steps/s eta 0h46m
[744340] phase C T=8 real=0.20 loss=0.3783 lr=5.40e-06 1838 fov-steps/s eta 0h47m
[744360] phase C T=8 real=0.20 loss=0.3806 lr=5.38e-06 1960 fov-steps/s eta 0h46m
[744380] phase C T=8 real=0.20 loss=0.3841 lr=5.36e-06 1956 fov-steps/s eta 0h46m
[744400] phase C T=8 real=0.20 loss=0.3892 lr=5.34e-06 1978 fov-steps/s eta 0h46m
[744420] phase C T=8 real=0.20 loss=0.3901 lr=5.32e-06 1978 fov-steps/s eta 0h46m
[744440] phase C T=8 real=0.20 loss=0.3894 lr=5.30e-06 1947 fov-steps/s eta 0h46m
[744460] phase C T=8 real=0.20 loss=0.3789 lr=5.28e-06 1882 fov-steps/s eta 0h46m
[744480] phase C T=8 real=0.20 loss=0.3714 lr=5.27e-06 1978 fov-steps/s eta 0h46m
[744500] phase C T=8 real=0.20 loss=0.3809 lr=5.25e-06 1978 fov-steps/s eta 0h45m
[744520] phase C T=8 real=0.20 loss=0.3805 lr=5.23e-06 1978 fov-steps/s eta 0h45m
[744540] phase C T=8 real=0.20 loss=0.3854 lr=5.21e-06 1978 fov-steps/s eta 0h45m
[744560] phase C T=8 real=0.20 loss=0.3830 lr=5.19e-06 1849 fov-steps/s eta 0h46m
[744580] phase C T=8 real=0.20 loss=0.3805 lr=5.17e-06 1974 fov-steps/s eta 0h45m
[744600] phase C T=8 real=0.20 loss=0.3847 lr=5.15e-06 1977 fov-steps/s eta 0h45m
[744620] phase C T=8 real=0.20 loss=0.3782 lr=5.13e-06 1976 fov-steps/s eta 0h45m
[744640] phase C T=8 real=0.20 loss=0.3788 lr=5.11e-06 1975 fov-steps/s eta 0h44m
[744660] phase C T=8 real=0.20 loss=0.3769 lr=5.09e-06 1864 fov-steps/s eta 0h45m
[744680] phase C T=8 real=0.20 loss=0.3769 lr=5.07e-06 1965 fov-steps/s eta 0h45m
[744700] phase C T=8 real=0.20 loss=0.3772 lr=5.06e-06 1977 fov-steps/s eta 0h44m
[744720] phase C T=8 real=0.20 loss=0.3856 lr=5.04e-06 1976 fov-steps/s eta 0h44m
[744740] phase C T=8 real=0.20 loss=0.3880 lr=5.02e-06 1976 fov-steps/s eta 0h44m
[744760] phase C T=8 real=0.20 loss=0.3838 lr=5.00e-06 1960 fov-steps/s eta 0h44m
[744780] phase C T=8 real=0.20 loss=0.3825 lr=4.98e-06 1885 fov-steps/s eta 0h44m
[744800] phase C T=8 real=0.20 loss=0.3824 lr=4.96e-06 1977 fov-steps/s eta 0h44m
[744820] phase C T=8 real=0.20 loss=0.3870 lr=4.94e-06 1969 fov-steps/s eta 0h44m
[744840] phase C T=8 real=0.20 loss=0.3767 lr=4.92e-06 1976 fov-steps/s eta 0h44m
[744860] phase C T=8 real=0.20 loss=0.3890 lr=4.90e-06 1977 fov-steps/s eta 0h43m
[744880] phase C T=8 real=0.20 loss=0.3844 lr=4.89e-06 1865 fov-steps/s eta 0h44m
[744900] phase C T=8 real=0.20 loss=0.3894 lr=4.87e-06 1977 fov-steps/s eta 0h44m
[744920] phase C T=8 real=0.20 loss=0.3863 lr=4.85e-06 1949 fov-steps/s eta 0h44m
[744940] phase C T=8 real=0.20 loss=0.3830 lr=4.83e-06 1975 fov-steps/s eta 0h43m
[744960] phase C T=8 real=0.20 loss=0.3866 lr=4.81e-06 1977 fov-steps/s eta 0h43m
[744980] phase C T=8 real=0.20 loss=0.3805 lr=4.79e-06 1890 fov-steps/s eta 0h44m
[745000] phase C T=8 real=0.20 loss=0.3825 lr=4.77e-06 1943 fov-steps/s eta 0h43m
[ckpt] /root/surf/ffn_run6/ckpt_745000.pt
[745020] phase C T=8 real=0.20 loss=0.3759 lr=4.76e-06 1972 fov-steps/s eta 0h43m
[745040] phase C T=8 real=0.20 loss=0.3816 lr=4.74e-06 1976 fov-steps/s eta 0h43m
[745060] phase C T=8 real=0.20 loss=0.3849 lr=4.72e-06 1973 fov-steps/s eta 0h43m
[745080] phase C T=8 real=0.20 loss=0.3935 lr=4.70e-06 1937 fov-steps/s eta 0h43m
[745100] phase C T=8 real=0.20 loss=0.3844 lr=4.68e-06 1822 fov-steps/s eta 0h44m
[745120] phase C T=8 real=0.20 loss=0.3799 lr=4.66e-06 1976 fov-steps/s eta 0h43m
[745140] phase C T=8 real=0.20 loss=0.3898 lr=4.65e-06 1979 fov-steps/s eta 0h43m
[745160] phase C T=8 real=0.20 loss=0.3836 lr=4.63e-06 1976 fov-steps/s eta 0h42m
[745180] phase C T=8 real=0.20 loss=0.3859 lr=4.61e-06 1975 fov-steps/s eta 0h42m
[745200] phase C T=8 real=0.20 loss=0.3801 lr=4.59e-06 1859 fov-steps/s eta 0h43m
[745220] phase C T=8 real=0.20 loss=0.3814 lr=4.57e-06 1976 fov-steps/s eta 0h42m
[745240] phase C T=8 real=0.20 loss=0.3824 lr=4.56e-06 1979 fov-steps/s eta 0h42m
[745260] phase C T=8 real=0.20 loss=0.3812 lr=4.54e-06 1979 fov-steps/s eta 0h42m
[745280] phase C T=8 real=0.20 loss=0.3888 lr=4.52e-06 1973 fov-steps/s eta 0h42m
[745300] phase C T=8 real=0.20 loss=0.3772 lr=4.50e-06 1861 fov-steps/s eta 0h42m
[745320] phase C T=8 real=0.20 loss=0.3797 lr=4.48e-06 1980 fov-steps/s eta 0h42m
[745340] phase C T=8 real=0.20 loss=0.3761 lr=4.47e-06 1978 fov-steps/s eta 0h42m
[745360] phase C T=8 real=0.20 loss=0.3755 lr=4.45e-06 1977 fov-steps/s eta 0h41m
[745380] phase C T=8 real=0.20 loss=0.3797 lr=4.43e-06 1978 fov-steps/s eta 0h41m
[745400] phase C T=8 real=0.20 loss=0.3879 lr=4.41e-06 1938 fov-steps/s eta 0h41m
[745420] phase C T=8 real=0.20 loss=0.3820 lr=4.39e-06 1897 fov-steps/s eta 0h42m
[745440] phase C T=8 real=0.20 loss=0.3860 lr=4.38e-06 1977 fov-steps/s eta 0h41m
[745460] phase C T=8 real=0.20 loss=0.3862 lr=4.36e-06 1980 fov-steps/s eta 0h41m
[745480] phase C T=8 real=0.20 loss=0.3825 lr=4.34e-06 1979 fov-steps/s eta 0h41m
[745500] phase C T=8 real=0.20 loss=0.3814 lr=4.32e-06 1979 fov-steps/s eta 0h41m
[745520] phase C T=8 real=0.20 loss=0.3810 lr=4.31e-06 1852 fov-steps/s eta 0h41m
[745540] phase C T=8 real=0.20 loss=0.3790 lr=4.29e-06 1976 fov-steps/s eta 0h41m
[745560] phase C T=8 real=0.20 loss=0.3886 lr=4.27e-06 1970 fov-steps/s eta 0h41m
[745580] phase C T=8 real=0.20 loss=0.3823 lr=4.25e-06 1976 fov-steps/s eta 0h41m
[745600] phase C T=8 real=0.20 loss=0.3837 lr=4.24e-06 1970 fov-steps/s eta 0h40m
[745620] phase C T=8 real=0.20 loss=0.3794 lr=4.22e-06 1840 fov-steps/s eta 0h41m
[745640] phase C T=8 real=0.20 loss=0.3907 lr=4.20e-06 1976 fov-steps/s eta 0h41m
[745660] phase C T=8 real=0.20 loss=0.3843 lr=4.18e-06 1956 fov-steps/s eta 0h40m
[745680] phase C T=8 real=0.20 loss=0.3835 lr=4.17e-06 1975 fov-steps/s eta 0h40m
[745700] phase C T=8 real=0.20 loss=0.3917 lr=4.15e-06 1975 fov-steps/s eta 0h40m
[745720] phase C T=8 real=0.20 loss=0.3845 lr=4.13e-06 1938 fov-steps/s eta 0h40m
[745740] phase C T=8 real=0.20 loss=0.3782 lr=4.11e-06 1899 fov-steps/s eta 0h40m
[745760] phase C T=8 real=0.20 loss=0.3825 lr=4.10e-06 1978 fov-steps/s eta 0h40m
[745780] phase C T=8 real=0.20 loss=0.3848 lr=4.08e-06 1977 fov-steps/s eta 0h40m
[745800] phase C T=8 real=0.20 loss=0.3791 lr=4.06e-06 1977 fov-steps/s eta 0h39m
[745820] phase C T=8 real=0.20 loss=0.3753 lr=4.04e-06 1976 fov-steps/s eta 0h39m
[745840] phase C T=8 real=0.20 loss=0.3938 lr=4.03e-06 1859 fov-steps/s eta 0h40m
[745860] phase C T=8 real=0.20 loss=0.3818 lr=4.01e-06 1976 fov-steps/s eta 0h40m
[745880] phase C T=8 real=0.20 loss=0.3860 lr=3.99e-06 1976 fov-steps/s eta 0h39m
[745900] phase C T=8 real=0.20 loss=0.3892 lr=3.98e-06 1975 fov-steps/s eta 0h39m
[745920] phase C T=8 real=0.20 loss=0.3844 lr=3.96e-06 1974 fov-steps/s eta 0h39m
[745940] phase C T=8 real=0.20 loss=0.3836 lr=3.94e-06 1841 fov-steps/s eta 0h40m
[745960] phase C T=8 real=0.20 loss=0.3900 lr=3.93e-06 1973 fov-steps/s eta 0h39m
[745980] phase C T=8 real=0.20 loss=0.3877 lr=3.91e-06 1972 fov-steps/s eta 0h39m
[746000] phase C T=8 real=0.20 loss=0.3838 lr=3.89e-06 1978 fov-steps/s eta 0h39m
[746020] phase C T=8 real=0.20 loss=0.3890 lr=3.87e-06 1977 fov-steps/s eta 0h39m
[746040] phase C T=8 real=0.20 loss=0.3747 lr=3.86e-06 1912 fov-steps/s eta 0h39m
[746060] phase C T=8 real=0.20 loss=0.3941 lr=3.84e-06 1915 fov-steps/s eta 0h39m
[746080] phase C T=8 real=0.20 loss=0.3820 lr=3.82e-06 1975 fov-steps/s eta 0h39m
[746100] phase C T=8 real=0.20 loss=0.3806 lr=3.81e-06 1976 fov-steps/s eta 0h38m
[746120] phase C T=8 real=0.20 loss=0.3856 lr=3.79e-06 1975 fov-steps/s eta 0h38m
[746140] phase C T=8 real=0.20 loss=0.3833 lr=3.77e-06 1977 fov-steps/s eta 0h38m
[746160] phase C T=8 real=0.20 loss=0.3788 lr=3.76e-06 1862 fov-steps/s eta 0h38m
[746180] phase C T=8 real=0.20 loss=0.3845 lr=3.74e-06 1976 fov-steps/s eta 0h38m
[746200] phase C T=8 real=0.20 loss=0.3784 lr=3.73e-06 1978 fov-steps/s eta 0h38m
[746220] phase C T=8 real=0.20 loss=0.3830 lr=3.71e-06 1975 fov-steps/s eta 0h38m
[746240] phase C T=8 real=0.20 loss=0.3835 lr=3.69e-06 1978 fov-steps/s eta 0h38m
[746260] phase C T=8 real=0.20 loss=0.3870 lr=3.68e-06 1853 fov-steps/s eta 0h38m
[746280] phase C T=8 real=0.20 loss=0.3818 lr=3.66e-06 1971 fov-steps/s eta 0h38m
[746300] phase C T=8 real=0.20 loss=0.3821 lr=3.64e-06 1972 fov-steps/s eta 0h38m
[746320] phase C T=8 real=0.20 loss=0.3832 lr=3.63e-06 1958 fov-steps/s eta 0h37m
[746340] phase C T=8 real=0.20 loss=0.3817 lr=3.61e-06 1976 fov-steps/s eta 0h37m
[746360] phase C T=8 real=0.20 loss=0.3811 lr=3.59e-06 1936 fov-steps/s eta 0h37m
[746380] phase C T=8 real=0.20 loss=0.3853 lr=3.58e-06 1928 fov-steps/s eta 0h37m
[746400] phase C T=8 real=0.20 loss=0.3860 lr=3.56e-06 1976 fov-steps/s eta 0h37m
[746420] phase C T=8 real=0.20 loss=0.3920 lr=3.55e-06 1976 fov-steps/s eta 0h37m
[746440] phase C T=8 real=0.20 loss=0.3896 lr=3.53e-06 1973 fov-steps/s eta 0h37m
[746460] phase C T=8 real=0.20 loss=0.3798 lr=3.51e-06 1975 fov-steps/s eta 0h37m
[746480] phase C T=8 real=0.20 loss=0.3824 lr=3.50e-06 1889 fov-steps/s eta 0h37m
[746500] phase C T=8 real=0.20 loss=0.3868 lr=3.48e-06 1977 fov-steps/s eta 0h37m
[746520] phase C T=8 real=0.20 loss=0.3813 lr=3.47e-06 1975 fov-steps/s eta 0h36m
[746540] phase C T=8 real=0.20 loss=0.3914 lr=3.45e-06 1969 fov-steps/s eta 0h36m
[746560] phase C T=8 real=0.20 loss=0.3799 lr=3.43e-06 1974 fov-steps/s eta 0h36m
[746580] phase C T=8 real=0.20 loss=0.3914 lr=3.42e-06 1860 fov-steps/s eta 0h37m
[746600] phase C T=8 real=0.20 loss=0.3735 lr=3.40e-06 1975 fov-steps/s eta 0h36m
[746620] phase C T=8 real=0.20 loss=0.3825 lr=3.39e-06 1975 fov-steps/s eta 0h36m
[746640] phase C T=8 real=0.20 loss=0.3821 lr=3.37e-06 1975 fov-steps/s eta 0h36m
[746660] phase C T=8 real=0.20 loss=0.3783 lr=3.35e-06 1971 fov-steps/s eta 0h36m
[746680] phase C T=8 real=0.20 loss=0.3730 lr=3.34e-06 1912 fov-steps/s eta 0h36m
[746700] phase C T=8 real=0.20 loss=0.3859 lr=3.32e-06 1919 fov-steps/s eta 0h36m
[746720] phase C T=8 real=0.20 loss=0.3812 lr=3.31e-06 1977 fov-steps/s eta 0h36m
[746740] phase C T=8 real=0.20 loss=0.3780 lr=3.29e-06 1972 fov-steps/s eta 0h36m
[746760] phase C T=8 real=0.20 loss=0.3710 lr=3.28e-06 1977 fov-steps/s eta 0h35m
[746780] phase C T=8 real=0.20 loss=0.3855 lr=3.26e-06 1977 fov-steps/s eta 0h35m
[746800] phase C T=8 real=0.20 loss=0.3837 lr=3.25e-06 1856 fov-steps/s eta 0h36m
[746820] phase C T=8 real=0.20 loss=0.3796 lr=3.23e-06 1976 fov-steps/s eta 0h35m
[746840] phase C T=8 real=0.20 loss=0.3870 lr=3.21e-06 1976 fov-steps/s eta 0h35m
[746860] phase C T=8 real=0.20 loss=0.3840 lr=3.20e-06 1975 fov-steps/s eta 0h35m
[746880] phase C T=8 real=0.20 loss=0.3875 lr=3.18e-06 1977 fov-steps/s eta 0h35m
[746900] phase C T=8 real=0.20 loss=0.3817 lr=3.17e-06 1864 fov-steps/s eta 0h35m
[746920] phase C T=8 real=0.20 loss=0.3844 lr=3.15e-06 1975 fov-steps/s eta 0h35m
[746940] phase C T=8 real=0.20 loss=0.3879 lr=3.14e-06 1976 fov-steps/s eta 0h35m
[746960] phase C T=8 real=0.20 loss=0.3826 lr=3.12e-06 1975 fov-steps/s eta 0h34m
[746980] phase C T=8 real=0.20 loss=0.3894 lr=3.11e-06 1960 fov-steps/s eta 0h34m
[747000] phase C T=8 real=0.20 loss=0.3818 lr=3.09e-06 1905 fov-steps/s eta 0h35m
[747020] phase C T=8 real=0.20 loss=0.3840 lr=3.08e-06 1914 fov-steps/s eta 0h35m
[747040] phase C T=8 real=0.20 loss=0.3749 lr=3.06e-06 1976 fov-steps/s eta 0h34m
[747060] phase C T=8 real=0.20 loss=0.3782 lr=3.05e-06 1978 fov-steps/s eta 0h34m
[747080] phase C T=8 real=0.20 loss=0.3818 lr=3.03e-06 1977 fov-steps/s eta 0h34m
[747100] phase C T=8 real=0.20 loss=0.3789 lr=3.02e-06 1976 fov-steps/s eta 0h34m
[747120] phase C T=8 real=0.20 loss=0.3853 lr=3.00e-06 1855 fov-steps/s eta 0h34m
[747140] phase C T=8 real=0.20 loss=0.3808 lr=2.99e-06 1976 fov-steps/s eta 0h34m
[747160] phase C T=8 real=0.20 loss=0.3886 lr=2.97e-06 1973 fov-steps/s eta 0h34m
[747180] phase C T=8 real=0.20 loss=0.3829 lr=2.96e-06 1978 fov-steps/s eta 0h34m
[747200] phase C T=8 real=0.20 loss=0.3759 lr=2.94e-06 1976 fov-steps/s eta 0h33m
[747220] phase C T=8 real=0.20 loss=0.3717 lr=2.93e-06 1842 fov-steps/s eta 0h34m
[747240] phase C T=8 real=0.20 loss=0.3805 lr=2.91e-06 1976 fov-steps/s eta 0h34m
[747260] phase C T=8 real=0.20 loss=0.3920 lr=2.90e-06 1979 fov-steps/s eta 0h33m
[747280] phase C T=8 real=0.20 loss=0.3835 lr=2.88e-06 1979 fov-steps/s eta 0h33m
[747300] phase C T=8 real=0.20 loss=0.3774 lr=2.87e-06 1977 fov-steps/s eta 0h33m
[747320] phase C T=8 real=0.20 loss=0.3805 lr=2.85e-06 1903 fov-steps/s eta 0h33m
[747340] phase C T=8 real=0.20 loss=0.3874 lr=2.84e-06 1892 fov-steps/s eta 0h33m
[747360] phase C T=8 real=0.20 loss=0.3812 lr=2.83e-06 1977 fov-steps/s eta 0h33m
[747380] phase C T=8 real=0.20 loss=0.3849 lr=2.81e-06 1977 fov-steps/s eta 0h33m
[747400] phase C T=8 real=0.20 loss=0.3810 lr=2.80e-06 1978 fov-steps/s eta 0h33m
[747420] phase C T=8 real=0.20 loss=0.3887 lr=2.78e-06 1977 fov-steps/s eta 0h32m
[747440] phase C T=8 real=0.20 loss=0.3755 lr=2.77e-06 1881 fov-steps/s eta 0h33m
[747460] phase C T=8 real=0.20 loss=0.3859 lr=2.75e-06 1973 fov-steps/s eta 0h32m
[747480] phase C T=8 real=0.20 loss=0.3772 lr=2.74e-06 1973 fov-steps/s eta 0h32m
[747500] phase C T=8 real=0.20 loss=0.3783 lr=2.72e-06 1976 fov-steps/s eta 0h32m
[747520] phase C T=8 real=0.20 loss=0.3880 lr=2.71e-06 1975 fov-steps/s eta 0h32m
[747540] phase C T=8 real=0.20 loss=0.3877 lr=2.70e-06 1859 fov-steps/s eta 0h32m
[747560] phase C T=8 real=0.20 loss=0.3711 lr=2.68e-06 1954 fov-steps/s eta 0h32m
[747580] phase C T=8 real=0.20 loss=0.3757 lr=2.67e-06 1976 fov-steps/s eta 0h32m
[747600] phase C T=8 real=0.20 loss=0.3751 lr=2.65e-06 1976 fov-steps/s eta 0h32m
[747620] phase C T=8 real=0.20 loss=0.3834 lr=2.64e-06 1977 fov-steps/s eta 0h32m
[747640] phase C T=8 real=0.20 loss=0.3882 lr=2.63e-06 1934 fov-steps/s eta 0h32m
[747660] phase C T=8 real=0.20 loss=0.3797 lr=2.61e-06 1875 fov-steps/s eta 0h32m
[747680] phase C T=8 real=0.20 loss=0.3745 lr=2.60e-06 1975 fov-steps/s eta 0h32m
[747700] phase C T=8 real=0.20 loss=0.3834 lr=2.58e-06 1978 fov-steps/s eta 0h31m
[747720] phase C T=8 real=0.20 loss=0.3833 lr=2.57e-06 1976 fov-steps/s eta 0h31m
[747740] phase C T=8 real=0.20 loss=0.3872 lr=2.56e-06 1975 fov-steps/s eta 0h31m
[747760] phase C T=8 real=0.20 loss=0.3824 lr=2.54e-06 1861 fov-steps/s eta 0h31m
[747780] phase C T=8 real=0.20 loss=0.3766 lr=2.53e-06 1978 fov-steps/s eta 0h31m
[747800] phase C T=8 real=0.20 loss=0.3757 lr=2.51e-06 1974 fov-steps/s eta 0h31m
[747820] phase C T=8 real=0.20 loss=0.3888 lr=2.50e-06 1976 fov-steps/s eta 0h31m
[747840] phase C T=8 real=0.20 loss=0.3942 lr=2.49e-06 1975 fov-steps/s eta 0h31m
[747860] phase C T=8 real=0.20 loss=0.3886 lr=2.47e-06 1864 fov-steps/s eta 0h31m
[747880] phase C T=8 real=0.20 loss=0.3779 lr=2.46e-06 1961 fov-steps/s eta 0h31m
[747900] phase C T=8 real=0.20 loss=0.3893 lr=2.45e-06 1976 fov-steps/s eta 0h31m
[747920] phase C T=8 real=0.20 loss=0.3856 lr=2.43e-06 1977 fov-steps/s eta 0h30m
[747940] phase C T=8 real=0.20 loss=0.3888 lr=2.42e-06 1972 fov-steps/s eta 0h30m
[747960] phase C T=8 real=0.20 loss=0.3835 lr=2.41e-06 1952 fov-steps/s eta 0h30m
[747980] phase C T=8 real=0.20 loss=0.3791 lr=2.39e-06 1872 fov-steps/s eta 0h30m
[748000] phase C T=8 real=0.20 loss=0.3776 lr=2.38e-06 1972 fov-steps/s eta 0h30m
[748020] phase C T=8 real=0.20 loss=0.3832 lr=2.37e-06 1978 fov-steps/s eta 0h30m
[748040] phase C T=8 real=0.20 loss=0.3862 lr=2.35e-06 1978 fov-steps/s eta 0h30m
[748060] phase C T=8 real=0.20 loss=0.3786 lr=2.34e-06 1978 fov-steps/s eta 0h30m
[748080] phase C T=8 real=0.20 loss=0.3845 lr=2.33e-06 1849 fov-steps/s eta 0h30m
[748100] phase C T=8 real=0.20 loss=0.3845 lr=2.31e-06 1976 fov-steps/s eta 0h30m
[748120] phase C T=8 real=0.20 loss=0.3800 lr=2.30e-06 1978 fov-steps/s eta 0h30m
[748140] phase C T=8 real=0.20 loss=0.3900 lr=2.29e-06 1976 fov-steps/s eta 0h29m
[748160] phase C T=8 real=0.20 loss=0.3793 lr=2.27e-06 1974 fov-steps/s eta 0h29m
[748180] phase C T=8 real=0.20 loss=0.3804 lr=2.26e-06 1898 fov-steps/s eta 0h29m
[748200] phase C T=8 real=0.20 loss=0.3836 lr=2.25e-06 1950 fov-steps/s eta 0h29m
[748220] phase C T=8 real=0.20 loss=0.3777 lr=2.23e-06 1976 fov-steps/s eta 0h29m
[748240] phase C T=8 real=0.20 loss=0.3812 lr=2.22e-06 1976 fov-steps/s eta 0h29m
[748260] phase C T=8 real=0.20 loss=0.3813 lr=2.21e-06 1973 fov-steps/s eta 0h29m
[748280] phase C T=8 real=0.20 loss=0.3867 lr=2.20e-06 1974 fov-steps/s eta 0h29m
[748300] phase C T=8 real=0.20 loss=0.3831 lr=2.18e-06 1845 fov-steps/s eta 0h29m
[748320] phase C T=8 real=0.20 loss=0.3820 lr=2.17e-06 1977 fov-steps/s eta 0h29m
[748340] phase C T=8 real=0.20 loss=0.3828 lr=2.16e-06 1972 fov-steps/s eta 0h29m
[748360] phase C T=8 real=0.20 loss=0.3855 lr=2.14e-06 1971 fov-steps/s eta 0h28m
[748380] phase C T=8 real=0.20 loss=0.3830 lr=2.13e-06 1967 fov-steps/s eta 0h28m
[748400] phase C T=8 real=0.20 loss=0.3900 lr=2.12e-06 1811 fov-steps/s eta 0h29m
[748420] phase C T=8 real=0.20 loss=0.3810 lr=2.11e-06 1978 fov-steps/s eta 0h29m
[748440] phase C T=8 real=0.20 loss=0.3760 lr=2.09e-06 1976 fov-steps/s eta 0h28m
[748460] phase C T=8 real=0.20 loss=0.3881 lr=2.08e-06 1978 fov-steps/s eta 0h28m
[748480] phase C T=8 real=0.20 loss=0.3807 lr=2.07e-06 1976 fov-steps/s eta 0h28m
[748500] phase C T=8 real=0.20 loss=0.3893 lr=2.06e-06 1855 fov-steps/s eta 0h28m
[748520] phase C T=8 real=0.20 loss=0.3774 lr=2.04e-06 1969 fov-steps/s eta 0h28m
[748540] phase C T=8 real=0.20 loss=0.3854 lr=2.03e-06 1972 fov-steps/s eta 0h28m
[748560] phase C T=8 real=0.20 loss=0.3814 lr=2.02e-06 1978 fov-steps/s eta 0h28m
[748580] phase C T=8 real=0.20 loss=0.3818 lr=2.01e-06 1978 fov-steps/s eta 0h27m
[748600] phase C T=8 real=0.20 loss=0.3878 lr=1.99e-06 1976 fov-steps/s eta 0h27m
[748620] phase C T=8 real=0.20 loss=0.3920 lr=1.98e-06 1912 fov-steps/s eta 0h27m
[748640] phase C T=8 real=0.20 loss=0.3863 lr=1.97e-06 1976 fov-steps/s eta 0h27m
[748660] phase C T=8 real=0.20 loss=0.3911 lr=1.96e-06 1978 fov-steps/s eta 0h27m
[748680] phase C T=8 real=0.20 loss=0.3859 lr=1.95e-06 1974 fov-steps/s eta 0h27m
[748700] phase C T=8 real=0.20 loss=0.3783 lr=1.93e-06 1976 fov-steps/s eta 0h27m
[748720] phase C T=8 real=0.20 loss=0.3889 lr=1.92e-06 1865 fov-steps/s eta 0h27m
[748740] phase C T=8 real=0.20 loss=0.3791 lr=1.91e-06 1977 fov-steps/s eta 0h27m
[748760] phase C T=8 real=0.20 loss=0.3880 lr=1.90e-06 1976 fov-steps/s eta 0h27m
[748780] phase C T=8 real=0.20 loss=0.3782 lr=1.89e-06 1975 fov-steps/s eta 0h27m
[748800] phase C T=8 real=0.20 loss=0.3856 lr=1.87e-06 1976 fov-steps/s eta 0h26m
[748820] phase C T=8 real=0.20 loss=0.3859 lr=1.86e-06 1885 fov-steps/s eta 0h27m
[748840] phase C T=8 real=0.20 loss=0.3828 lr=1.85e-06 1975 fov-steps/s eta 0h26m
[748860] phase C T=8 real=0.20 loss=0.3827 lr=1.84e-06 1972 fov-steps/s eta 0h26m
[748880] phase C T=8 real=0.20 loss=0.3849 lr=1.83e-06 1969 fov-steps/s eta 0h26m
[748900] phase C T=8 real=0.20 loss=0.3885 lr=1.81e-06 1976 fov-steps/s eta 0h26m
[748920] phase C T=8 real=0.20 loss=0.3833 lr=1.80e-06 1948 fov-steps/s eta 0h26m
[748940] phase C T=8 real=0.20 loss=0.3764 lr=1.79e-06 1869 fov-steps/s eta 0h26m
[748960] phase C T=8 real=0.20 loss=0.3866 lr=1.78e-06 1948 fov-steps/s eta 0h26m
[748980] phase C T=8 real=0.20 loss=0.3910 lr=1.77e-06 1977 fov-steps/s eta 0h26m
[749000] phase C T=8 real=0.20 loss=0.3808 lr=1.76e-06 1977 fov-steps/s eta 0h26m
[749020] phase C T=8 real=0.20 loss=0.3838 lr=1.74e-06 1979 fov-steps/s eta 0h25m
[749040] phase C T=8 real=0.20 loss=0.3863 lr=1.73e-06 1860 fov-steps/s eta 0h26m
[749060] phase C T=8 real=0.20 loss=0.3870 lr=1.72e-06 1978 fov-steps/s eta 0h26m
[749080] phase C T=8 real=0.20 loss=0.3871 lr=1.71e-06 1977 fov-steps/s eta 0h25m
[749100] phase C T=8 real=0.20 loss=0.3881 lr=1.70e-06 1978 fov-steps/s eta 0h25m
[749120] phase C T=8 real=0.20 loss=0.3920 lr=1.69e-06 1974 fov-steps/s eta 0h25m
[749140] phase C T=8 real=0.20 loss=0.3822 lr=1.68e-06 1857 fov-steps/s eta 0h25m
[749160] phase C T=8 real=0.20 loss=0.3770 lr=1.66e-06 1951 fov-steps/s eta 0h25m
[749180] phase C T=8 real=0.20 loss=0.3773 lr=1.65e-06 1979 fov-steps/s eta 0h25m
[749200] phase C T=8 real=0.20 loss=0.3865 lr=1.64e-06 1977 fov-steps/s eta 0h25m
[749220] phase C T=8 real=0.20 loss=0.3844 lr=1.63e-06 1977 fov-steps/s eta 0h25m
[749240] phase C T=8 real=0.20 loss=0.3802 lr=1.62e-06 1935 fov-steps/s eta 0h25m
[749260] phase C T=8 real=0.20 loss=0.3857 lr=1.61e-06 1873 fov-steps/s eta 0h25m
[749280] phase C T=8 real=0.20 loss=0.3781 lr=1.60e-06 1978 fov-steps/s eta 0h25m
[749300] phase C T=8 real=0.20 loss=0.3763 lr=1.59e-06 1979 fov-steps/s eta 0h24m
[749320] phase C T=8 real=0.20 loss=0.3806 lr=1.58e-06 1981 fov-steps/s eta 0h24m
[749340] phase C T=8 real=0.20 loss=0.3778 lr=1.56e-06 1976 fov-steps/s eta 0h24m
[749360] phase C T=8 real=0.20 loss=0.3787 lr=1.55e-06 1861 fov-steps/s eta 0h24m
[749380] phase C T=8 real=0.20 loss=0.3906 lr=1.54e-06 1974 fov-steps/s eta 0h24m
[749400] phase C T=8 real=0.20 loss=0.3794 lr=1.53e-06 1970 fov-steps/s eta 0h24m
[749420] phase C T=8 real=0.20 loss=0.3865 lr=1.52e-06 1976 fov-steps/s eta 0h24m
[749440] phase C T=8 real=0.20 loss=0.3781 lr=1.51e-06 1978 fov-steps/s eta 0h24m
[749460] phase C T=8 real=0.20 loss=0.3879 lr=1.50e-06 1861 fov-steps/s eta 0h24m
[749480] phase C T=8 real=0.20 loss=0.3782 lr=1.49e-06 1967 fov-steps/s eta 0h24m
[749500] phase C T=8 real=0.20 loss=0.3794 lr=1.48e-06 1974 fov-steps/s eta 0h24m
[749520] phase C T=8 real=0.20 loss=0.3807 lr=1.47e-06 1974 fov-steps/s eta 0h23m
[749540] phase C T=8 real=0.20 loss=0.3809 lr=1.46e-06 1976 fov-steps/s eta 0h23m
[749560] phase C T=8 real=0.20 loss=0.3887 lr=1.45e-06 1938 fov-steps/s eta 0h23m
[749580] phase C T=8 real=0.20 loss=0.3845 lr=1.44e-06 1878 fov-steps/s eta 0h23m
[749600] phase C T=8 real=0.20 loss=0.3809 lr=1.43e-06 1977 fov-steps/s eta 0h23m
[749620] phase C T=8 real=0.20 loss=0.3843 lr=1.41e-06 1960 fov-steps/s eta 0h23m
[749640] phase C T=8 real=0.20 loss=0.3841 lr=1.40e-06 1973 fov-steps/s eta 0h23m
[749660] phase C T=8 real=0.20 loss=0.3816 lr=1.39e-06 1977 fov-steps/s eta 0h23m
[749680] phase C T=8 real=0.20 loss=0.3891 lr=1.38e-06 1858 fov-steps/s eta 0h23m
[749700] phase C T=8 real=0.20 loss=0.3815 lr=1.37e-06 1978 fov-steps/s eta 0h23m
[749720] phase C T=8 real=0.20 loss=0.3885 lr=1.36e-06 1978 fov-steps/s eta 0h23m
[749740] phase C T=8 real=0.20 loss=0.3864 lr=1.35e-06 1976 fov-steps/s eta 0h22m
[749760] phase C T=8 real=0.20 loss=0.3840 lr=1.34e-06 1976 fov-steps/s eta 0h22m
[749780] phase C T=8 real=0.20 loss=0.3864 lr=1.33e-06 1875 fov-steps/s eta 0h22m
[749800] phase C T=8 real=0.20 loss=0.3835 lr=1.32e-06 1952 fov-steps/s eta 0h22m
[749820] phase C T=8 real=0.20 loss=0.3845 lr=1.31e-06 1975 fov-steps/s eta 0h22m
[749840] phase C T=8 real=0.20 loss=0.3818 lr=1.30e-06 1978 fov-steps/s eta 0h22m
[749860] phase C T=8 real=0.20 loss=0.3728 lr=1.29e-06 1973 fov-steps/s eta 0h22m
[749880] phase C T=8 real=0.20 loss=0.3893 lr=1.28e-06 1949 fov-steps/s eta 0h22m
[749900] phase C T=8 real=0.20 loss=0.3852 lr=1.27e-06 1881 fov-steps/s eta 0h22m
[749920] phase C T=8 real=0.20 loss=0.3838 lr=1.26e-06 1976 fov-steps/s eta 0h22m
[749940] phase C T=8 real=0.20 loss=0.3910 lr=1.25e-06 1976 fov-steps/s eta 0h22m
[749960] phase C T=8 real=0.20 loss=0.3819 lr=1.24e-06 1976 fov-steps/s eta 0h21m
[749980] phase C T=8 real=0.20 loss=0.3852 lr=1.23e-06 1973 fov-steps/s eta 0h21m
[750000] phase C T=8 real=0.20 loss=0.3922 lr=1.22e-06 1860 fov-steps/s eta 0h22m
[ckpt] /root/surf/ffn_run6/ckpt_750000.pt
[val 750000] NERL all=0.3968 (real=0.3968 synth=0.0995) | merge all=0.0807 (real=0.0938 blind=0.1047) inst=192 | best_nerl=0.4242 best_realmerge=0.0521 (122s)
[val 750000] movement: panel_1step=0.1094 mean_steps=428.54 core_1step=0.3571
[val 750000] CORE (unlabelled target regime): score=0.01169 cov=0.2393 inst=14 valid=0.786 | best_core=0.04247
[750020] phase C T=8 real=0.20 loss=0.3827 lr=1.21e-06 1991 fov-steps/s eta 0h21m
[750040] phase C T=8 real=0.20 loss=0.3867 lr=1.20e-06 1884 fov-steps/s eta 0h21m
[750060] phase C T=8 real=0.20 loss=0.3815 lr=1.19e-06 1916 fov-steps/s eta 0h21m
[750080] phase C T=8 real=0.20 loss=0.3818 lr=1.19e-06 1987 fov-steps/s eta 0h21m
[750100] phase C T=8 real=0.20 loss=0.3823 lr=1.18e-06 1983 fov-steps/s eta 0h21m
[750120] phase C T=8 real=0.20 loss=0.3845 lr=1.17e-06 1989 fov-steps/s eta 0h21m
[750140] phase C T=8 real=0.20 loss=0.3837 lr=1.16e-06 1988 fov-steps/s eta 0h21m
[750160] phase C T=8 real=0.20 loss=0.3836 lr=1.15e-06 1860 fov-steps/s eta 0h21m
[750180] phase C T=8 real=0.20 loss=0.3854 lr=1.14e-06 1987 fov-steps/s eta 0h21m
[750200] phase C T=8 real=0.20 loss=0.3876 lr=1.13e-06 1986 fov-steps/s eta 0h20m
[750220] phase C T=8 real=0.20 loss=0.3795 lr=1.12e-06 1985 fov-steps/s eta 0h20m
[750240] phase C T=8 real=0.20 loss=0.3825 lr=1.11e-06 1982 fov-steps/s eta 0h20m
[750260] phase C T=8 real=0.20 loss=0.3856 lr=1.10e-06 1845 fov-steps/s eta 0h20m
[750280] phase C T=8 real=0.20 loss=0.3872 lr=1.09e-06 1980 fov-steps/s eta 0h20m
[750300] phase C T=8 real=0.20 loss=0.3846 lr=1.08e-06 1981 fov-steps/s eta 0h20m
[750320] phase C T=8 real=0.20 loss=0.3862 lr=1.07e-06 1985 fov-steps/s eta 0h20m
[750340] phase C T=8 real=0.20 loss=0.3839 lr=1.06e-06 1983 fov-steps/s eta 0h20m
[750360] phase C T=8 real=0.20 loss=0.3840 lr=1.05e-06 1854 fov-steps/s eta 0h20m
[750380] phase C T=8 real=0.20 loss=0.3833 lr=1.05e-06 1953 fov-steps/s eta 0h20m
[750400] phase C T=8 real=0.20 loss=0.3830 lr=1.04e-06 1982 fov-steps/s eta 0h20m
[750420] phase C T=8 real=0.20 loss=0.3846 lr=1.03e-06 1980 fov-steps/s eta 0h19m
[750440] phase C T=8 real=0.20 loss=0.3882 lr=1.02e-06 1981 fov-steps/s eta 0h19m
[750460] phase C T=8 real=0.20 loss=0.3870 lr=1.01e-06 1945 fov-steps/s eta 0h19m
[750480] phase C T=8 real=0.20 loss=0.3858 lr=1.00e-06 1877 fov-steps/s eta 0h19m
[750500] phase C T=8 real=0.20 loss=0.3871 lr=9.93e-07 1980 fov-steps/s eta 0h19m
[750520] phase C T=8 real=0.20 loss=0.3909 lr=9.84e-07 1980 fov-steps/s eta 0h19m
[750540] phase C T=8 real=0.20 loss=0.3819 lr=9.75e-07 1979 fov-steps/s eta 0h19m
[750560] phase C T=8 real=0.20 loss=0.3889 lr=9.67e-07 1981 fov-steps/s eta 0h19m
[750580] phase C T=8 real=0.20 loss=0.3880 lr=9.58e-07 1844 fov-steps/s eta 0h19m
[750600] phase C T=8 real=0.20 loss=0.3811 lr=9.49e-07 1980 fov-steps/s eta 0h19m
[750620] phase C T=8 real=0.20 loss=0.3883 lr=9.41e-07 1979 fov-steps/s eta 0h19m
[750640] phase C T=8 real=0.20 loss=0.3840 lr=9.32e-07 1978 fov-steps/s eta 0h18m
[750660] phase C T=8 real=0.20 loss=0.3882 lr=9.24e-07 1976 fov-steps/s eta 0h18m
[750680] phase C T=8 real=0.20 loss=0.3742 lr=9.15e-07 1858 fov-steps/s eta 0h19m
[750700] phase C T=8 real=0.20 loss=0.3799 lr=9.07e-07 1982 fov-steps/s eta 0h18m
[750720] phase C T=8 real=0.20 loss=0.3864 lr=8.99e-07 1980 fov-steps/s eta 0h18m
[750740] phase C T=8 real=0.20 loss=0.3809 lr=8.90e-07 1976 fov-steps/s eta 0h18m
[750760] phase C T=8 real=0.20 loss=0.3781 lr=8.82e-07 1970 fov-steps/s eta 0h18m
[750780] phase C T=8 real=0.20 loss=0.3803 lr=8.74e-07 1928 fov-steps/s eta 0h18m
[750800] phase C T=8 real=0.20 loss=0.3816 lr=8.65e-07 1889 fov-steps/s eta 0h18m
[750820] phase C T=8 real=0.20 loss=0.3844 lr=8.57e-07 1978 fov-steps/s eta 0h18m
[750840] phase C T=8 real=0.20 loss=0.3900 lr=8.49e-07 1979 fov-steps/s eta 0h18m
[750860] phase C T=8 real=0.20 loss=0.3814 lr=8.41e-07 1976 fov-steps/s eta 0h17m
[750880] phase C T=8 real=0.20 loss=0.3879 lr=8.33e-07 1976 fov-steps/s eta 0h17m
[750900] phase C T=8 real=0.20 loss=0.3734 lr=8.25e-07 1862 fov-steps/s eta 0h18m
[750920] phase C T=8 real=0.20 loss=0.3839 lr=8.17e-07 1973 fov-steps/s eta 0h17m
[750940] phase C T=8 real=0.20 loss=0.3824 lr=8.09e-07 1979 fov-steps/s eta 0h17m
[750960] phase C T=8 real=0.20 loss=0.3777 lr=8.01e-07 1979 fov-steps/s eta 0h17m
[750980] phase C T=8 real=0.20 loss=0.3963 lr=7.93e-07 1976 fov-steps/s eta 0h17m
[751000] phase C T=8 real=0.20 loss=0.3784 lr=7.85e-07 1841 fov-steps/s eta 0h17m
[751020] phase C T=8 real=0.20 loss=0.3868 lr=7.78e-07 1978 fov-steps/s eta 0h17m
[751040] phase C T=8 real=0.20 loss=0.3867 lr=7.70e-07 1980 fov-steps/s eta 0h17m
[751060] phase C T=8 real=0.20 loss=0.3838 lr=7.62e-07 1979 fov-steps/s eta 0h17m
[751080] phase C T=8 real=0.20 loss=0.3806 lr=7.54e-07 1978 fov-steps/s eta 0h17m
[751100] phase C T=8 real=0.20 loss=0.3807 lr=7.47e-07 1920 fov-steps/s eta 0h17m
[751120] phase C T=8 real=0.20 loss=0.3864 lr=7.39e-07 1903 fov-steps/s eta 0h17m
[751140] phase C T=8 real=0.20 loss=0.3937 lr=7.32e-07 1961 fov-steps/s eta 0h16m
[751160] phase C T=8 real=0.20 loss=0.3732 lr=7.24e-07 1974 fov-steps/s eta 0h16m
[751180] phase C T=8 real=0.20 loss=0.3789 lr=7.17e-07 1976 fov-steps/s eta 0h16m
[751200] phase C T=8 real=0.20 loss=0.3904 lr=7.09e-07 1976 fov-steps/s eta 0h16m
[751220] phase C T=8 real=0.20 loss=0.3807 lr=7.02e-07 1823 fov-steps/s eta 0h16m
[751240] phase C T=8 real=0.20 loss=0.3812 lr=6.94e-07 1975 fov-steps/s eta 0h16m
[751260] phase C T=8 real=0.20 loss=0.3828 lr=6.87e-07 1980 fov-steps/s eta 0h16m
[751280] phase C T=8 real=0.20 loss=0.3758 lr=6.80e-07 1978 fov-steps/s eta 0h16m
[751300] phase C T=8 real=0.20 loss=0.3788 lr=6.73e-07 1976 fov-steps/s eta 0h16m
[751320] phase C T=8 real=0.20 loss=0.3911 lr=6.65e-07 1843 fov-steps/s eta 0h16m
[751340] phase C T=8 real=0.20 loss=0.3816 lr=6.58e-07 1983 fov-steps/s eta 0h16m
[751360] phase C T=8 real=0.20 loss=0.3854 lr=6.51e-07 1979 fov-steps/s eta 0h15m
[751380] phase C T=8 real=0.20 loss=0.3846 lr=6.44e-07 1981 fov-steps/s eta 0h15m
[751400] phase C T=8 real=0.20 loss=0.3852 lr=6.37e-07 1980 fov-steps/s eta 0h15m
[751420] phase C T=8 real=0.20 loss=0.3893 lr=6.30e-07 1905 fov-steps/s eta 0h15m
[751440] phase C T=8 real=0.20 loss=0.3763 lr=6.23e-07 1919 fov-steps/s eta 0h15m
[751460] phase C T=8 real=0.20 loss=0.3785 lr=6.16e-07 1981 fov-steps/s eta 0h15m
[751480] phase C T=8 real=0.20 loss=0.3816 lr=6.09e-07 1979 fov-steps/s eta 0h15m
[751500] phase C T=8 real=0.20 loss=0.3844 lr=6.02e-07 1979 fov-steps/s eta 0h15m
[751520] phase C T=8 real=0.20 loss=0.3770 lr=5.95e-07 1980 fov-steps/s eta 0h15m
[751540] phase C T=8 real=0.20 loss=0.3889 lr=5.88e-07 1856 fov-steps/s eta 0h15m
[751560] phase C T=8 real=0.20 loss=0.3824 lr=5.82e-07 1982 fov-steps/s eta 0h15m
[751580] phase C T=8 real=0.20 loss=0.3788 lr=5.75e-07 1982 fov-steps/s eta 0h14m
[751600] phase C T=8 real=0.20 loss=0.3770 lr=5.68e-07 1980 fov-steps/s eta 0h14m
[751620] phase C T=8 real=0.20 loss=0.3899 lr=5.62e-07 1976 fov-steps/s eta 0h14m
[751640] phase C T=8 real=0.20 loss=0.3816 lr=5.55e-07 1869 fov-steps/s eta 0h14m
[751660] phase C T=8 real=0.20 loss=0.3733 lr=5.48e-07 1978 fov-steps/s eta 0h14m
[751680] phase C T=8 real=0.20 loss=0.3751 lr=5.42e-07 1978 fov-steps/s eta 0h14m
[751700] phase C T=8 real=0.20 loss=0.3787 lr=5.35e-07 1977 fov-steps/s eta 0h14m
[751720] phase C T=8 real=0.20 loss=0.3836 lr=5.29e-07 1972 fov-steps/s eta 0h14m
[751740] phase C T=8 real=0.20 loss=0.3815 lr=5.23e-07 1917 fov-steps/s eta 0h14m
[751760] phase C T=8 real=0.20 loss=0.3818 lr=5.16e-07 1916 fov-steps/s eta 0h14m
[751780] phase C T=8 real=0.20 loss=0.3824 lr=5.10e-07 1979 fov-steps/s eta 0h14m
[751800] phase C T=8 real=0.20 loss=0.3822 lr=5.04e-07 1969 fov-steps/s eta 0h13m
[751820] phase C T=8 real=0.20 loss=0.3893 lr=4.97e-07 1980 fov-steps/s eta 0h13m
[751840] phase C T=8 real=0.20 loss=0.3904 lr=4.91e-07 1978 fov-steps/s eta 0h13m
[751860] phase C T=8 real=0.20 loss=0.3830 lr=4.85e-07 1859 fov-steps/s eta 0h13m
[751880] phase C T=8 real=0.20 loss=0.3735 lr=4.79e-07 1981 fov-steps/s eta 0h13m
[751900] phase C T=8 real=0.20 loss=0.3868 lr=4.73e-07 1978 fov-steps/s eta 0h13m
[751920] phase C T=8 real=0.20 loss=0.3887 lr=4.67e-07 1976 fov-steps/s eta 0h13m
[751940] phase C T=8 real=0.20 loss=0.3890 lr=4.61e-07 1980 fov-steps/s eta 0h13m
[751960] phase C T=8 real=0.20 loss=0.3861 lr=4.55e-07 1855 fov-steps/s eta 0h13m
[751980] phase C T=8 real=0.20 loss=0.3797 lr=4.49e-07 1983 fov-steps/s eta 0h13m
[752000] phase C T=8 real=0.20 loss=0.3857 lr=4.43e-07 1979 fov-steps/s eta 0h13m
[752020] phase C T=8 real=0.20 loss=0.3711 lr=4.37e-07 1979 fov-steps/s eta 0h12m
[752040] phase C T=8 real=0.20 loss=0.3804 lr=4.31e-07 1980 fov-steps/s eta 0h12m
[752060] phase C T=8 real=0.20 loss=0.3722 lr=4.25e-07 1953 fov-steps/s eta 0h12m
[752080] phase C T=8 real=0.20 loss=0.3817 lr=4.20e-07 1887 fov-steps/s eta 0h12m
[752100] phase C T=8 real=0.20 loss=0.3793 lr=4.14e-07 1974 fov-steps/s eta 0h12m
[752120] phase C T=8 real=0.20 loss=0.3854 lr=4.08e-07 1976 fov-steps/s eta 0h12m
[752140] phase C T=8 real=0.20 loss=0.3814 lr=4.03e-07 1978 fov-steps/s eta 0h12m
[752160] phase C T=8 real=0.20 loss=0.3855 lr=3.97e-07 1976 fov-steps/s eta 0h12m
[752180] phase C T=8 real=0.20 loss=0.3790 lr=3.91e-07 1861 fov-steps/s eta 0h12m
[752200] phase C T=8 real=0.20 loss=0.3852 lr=3.86e-07 1977 fov-steps/s eta 0h12m
[752220] phase C T=8 real=0.20 loss=0.3879 lr=3.80e-07 1975 fov-steps/s eta 0h12m
[752240] phase C T=8 real=0.20 loss=0.3814 lr=3.75e-07 1979 fov-steps/s eta 0h11m
[752260] phase C T=8 real=0.20 loss=0.3879 lr=3.70e-07 1981 fov-steps/s eta 0h11m
[752280] phase C T=8 real=0.20 loss=0.3818 lr=3.64e-07 1869 fov-steps/s eta 0h11m
[752300] phase C T=8 real=0.20 loss=0.3775 lr=3.59e-07 1981 fov-steps/s eta 0h11m
[752320] phase C T=8 real=0.20 loss=0.3847 lr=3.54e-07 1982 fov-steps/s eta 0h11m
[752340] phase C T=8 real=0.20 loss=0.3842 lr=3.48e-07 1981 fov-steps/s eta 0h11m
[752360] phase C T=8 real=0.20 loss=0.3862 lr=3.43e-07 1979 fov-steps/s eta 0h11m
[752380] phase C T=8 real=0.20 loss=0.3829 lr=3.38e-07 1906 fov-steps/s eta 0h11m
[752400] phase C T=8 real=0.20 loss=0.3791 lr=3.33e-07 1938 fov-steps/s eta 0h11m
[752420] phase C T=8 real=0.20 loss=0.3842 lr=3.28e-07 1981 fov-steps/s eta 0h11m
[752440] phase C T=8 real=0.20 loss=0.3819 lr=3.23e-07 1980 fov-steps/s eta 0h11m
[752460] phase C T=8 real=0.20 loss=0.3916 lr=3.18e-07 1965 fov-steps/s eta 0h11m
[752480] phase C T=8 real=0.20 loss=0.3883 lr=3.13e-07 1979 fov-steps/s eta 0h10m
[752500] phase C T=8 real=0.20 loss=0.3767 lr=3.08e-07 1860 fov-steps/s eta 0h11m
[752520] phase C T=8 real=0.20 loss=0.3792 lr=3.03e-07 1981 fov-steps/s eta 0h10m
[752540] phase C T=8 real=0.20 loss=0.3857 lr=2.98e-07 1980 fov-steps/s eta 0h10m
[752560] phase C T=8 real=0.20 loss=0.3793 lr=2.93e-07 1980 fov-steps/s eta 0h10m
[752580] phase C T=8 real=0.20 loss=0.3829 lr=2.88e-07 1979 fov-steps/s eta 0h10m
[752600] phase C T=8 real=0.20 loss=0.3886 lr=2.84e-07 1858 fov-steps/s eta 0h10m
[752620] phase C T=8 real=0.20 loss=0.3805 lr=2.79e-07 1982 fov-steps/s eta 0h10m
[752640] phase C T=8 real=0.20 loss=0.3939 lr=2.74e-07 1978 fov-steps/s eta 0h10m
[752660] phase C T=8 real=0.20 loss=0.3802 lr=2.70e-07 1980 fov-steps/s eta 0h10m
[752680] phase C T=8 real=0.20 loss=0.3847 lr=2.65e-07 1979 fov-steps/s eta 0h10m
[752700] phase C T=8 real=0.20 loss=0.3824 lr=2.61e-07 1928 fov-steps/s eta 0h10m
[752720] phase C T=8 real=0.20 loss=0.3848 lr=2.56e-07 1907 fov-steps/s eta 0h10m
[752740] phase C T=8 real=0.20 loss=0.3829 lr=2.52e-07 1978 fov-steps/s eta 0h09m
[752760] phase C T=8 real=0.20 loss=0.3819 lr=2.47e-07 1981 fov-steps/s eta 0h09m
[752780] phase C T=8 real=0.20 loss=0.3806 lr=2.43e-07 1981 fov-steps/s eta 0h09m
[752800] phase C T=8 real=0.20 loss=0.3848 lr=2.38e-07 1981 fov-steps/s eta 0h09m
[752820] phase C T=8 real=0.20 loss=0.3786 lr=2.34e-07 1864 fov-steps/s eta 0h09m
[752840] phase C T=8 real=0.20 loss=0.3870 lr=2.30e-07 1971 fov-steps/s eta 0h09m
[752860] phase C T=8 real=0.20 loss=0.3845 lr=2.26e-07 1980 fov-steps/s eta 0h09m
[752880] phase C T=8 real=0.20 loss=0.3868 lr=2.21e-07 1980 fov-steps/s eta 0h09m
[752900] phase C T=8 real=0.20 loss=0.3926 lr=2.17e-07 1979 fov-steps/s eta 0h09m
[752920] phase C T=8 real=0.20 loss=0.3901 lr=2.13e-07 1863 fov-steps/s eta 0h09m
[752940] phase C T=8 real=0.20 loss=0.3798 lr=2.09e-07 1987 fov-steps/s eta 0h09m
[752960] phase C T=8 real=0.20 loss=0.3809 lr=2.05e-07 1982 fov-steps/s eta 0h08m
[752980] phase C T=8 real=0.20 loss=0.3862 lr=2.01e-07 1983 fov-steps/s eta 0h08m
[753000] phase C T=8 real=0.20 loss=0.3801 lr=1.97e-07 1982 fov-steps/s eta 0h08m
[753020] phase C T=8 real=0.20 loss=0.3828 lr=1.93e-07 1934 fov-steps/s eta 0h08m
[753040] phase C T=8 real=0.20 loss=0.3793 lr=1.89e-07 1879 fov-steps/s eta 0h08m
[753060] phase C T=8 real=0.20 loss=0.3814 lr=1.85e-07 1975 fov-steps/s eta 0h08m
[753080] phase C T=8 real=0.20 loss=0.3858 lr=1.82e-07 1976 fov-steps/s eta 0h08m
[753100] phase C T=8 real=0.20 loss=0.3852 lr=1.78e-07 1983 fov-steps/s eta 0h08m
[753120] phase C T=8 real=0.20 loss=0.3825 lr=1.74e-07 1956 fov-steps/s eta 0h08m
[753140] phase C T=8 real=0.20 loss=0.3923 lr=1.71e-07 1821 fov-steps/s eta 0h08m
[753160] phase C T=8 real=0.20 loss=0.3816 lr=1.67e-07 1981 fov-steps/s eta 0h08m
[753180] phase C T=8 real=0.20 loss=0.3808 lr=1.63e-07 1983 fov-steps/s eta 0h07m
[753200] phase C T=8 real=0.20 loss=0.3798 lr=1.60e-07 1983 fov-steps/s eta 0h07m
[753220] phase C T=8 real=0.20 loss=0.3821 lr=1.56e-07 1984 fov-steps/s eta 0h07m
[753240] phase C T=8 real=0.20 loss=0.3795 lr=1.53e-07 1862 fov-steps/s eta 0h07m
[753260] phase C T=8 real=0.20 loss=0.3955 lr=1.49e-07 1986 fov-steps/s eta 0h07m
[753280] phase C T=8 real=0.20 loss=0.3907 lr=1.46e-07 1983 fov-steps/s eta 0h07m
[753300] phase C T=8 real=0.20 loss=0.3843 lr=1.42e-07 1982 fov-steps/s eta 0h07m
[753320] phase C T=8 real=0.20 loss=0.3858 lr=1.39e-07 1982 fov-steps/s eta 0h07m
[753340] phase C T=8 real=0.20 loss=0.3859 lr=1.36e-07 1928 fov-steps/s eta 0h07m
[753360] phase C T=8 real=0.20 loss=0.3778 lr=1.33e-07 1901 fov-steps/s eta 0h07m
[753380] phase C T=8 real=0.20 loss=0.3856 lr=1.29e-07 1983 fov-steps/s eta 0h07m
[753400] phase C T=8 real=0.20 loss=0.3773 lr=1.26e-07 1982 fov-steps/s eta 0h06m
[753420] phase C T=8 real=0.20 loss=0.3845 lr=1.23e-07 1980 fov-steps/s eta 0h06m
[753440] phase C T=8 real=0.20 loss=0.3880 lr=1.20e-07 1983 fov-steps/s eta 0h06m
[753460] phase C T=8 real=0.20 loss=0.3811 lr=1.17e-07 1855 fov-steps/s eta 0h06m
[753480] phase C T=8 real=0.20 loss=0.3844 lr=1.14e-07 1980 fov-steps/s eta 0h06m
[753500] phase C T=8 real=0.20 loss=0.3813 lr=1.11e-07 1978 fov-steps/s eta 0h06m
[753520] phase C T=8 real=0.20 loss=0.3735 lr=1.08e-07 1981 fov-steps/s eta 0h06m
[753540] phase C T=8 real=0.20 loss=0.3844 lr=1.05e-07 1983 fov-steps/s eta 0h06m
[753560] phase C T=8 real=0.20 loss=0.3817 lr=1.02e-07 1791 fov-steps/s eta 0h06m
[753580] phase C T=8 real=0.20 loss=0.3852 lr=9.94e-08 1987 fov-steps/s eta 0h06m
[753600] phase C T=8 real=0.20 loss=0.3803 lr=9.67e-08 1982 fov-steps/s eta 0h06m
[753620] phase C T=8 real=0.20 loss=0.3891 lr=9.39e-08 1983 fov-steps/s eta 0h06m
[753640] phase C T=8 real=0.20 loss=0.3829 lr=9.12e-08 1982 fov-steps/s eta 0h05m
[753660] phase C T=8 real=0.20 loss=0.3918 lr=8.86e-08 1924 fov-steps/s eta 0h05m
[753680] phase C T=8 real=0.20 loss=0.3919 lr=8.59e-08 1928 fov-steps/s eta 0h05m
[753700] phase C T=8 real=0.20 loss=0.3807 lr=8.34e-08 1982 fov-steps/s eta 0h05m
[753720] phase C T=8 real=0.20 loss=0.3851 lr=8.08e-08 1981 fov-steps/s eta 0h05m
[753740] phase C T=8 real=0.20 loss=0.3818 lr=7.83e-08 1983 fov-steps/s eta 0h05m
[753760] phase C T=8 real=0.20 loss=0.3814 lr=7.58e-08 1983 fov-steps/s eta 0h05m
[753780] phase C T=8 real=0.20 loss=0.3819 lr=7.34e-08 1830 fov-steps/s eta 0h05m
[753800] phase C T=8 real=0.20 loss=0.3833 lr=7.10e-08 1981 fov-steps/s eta 0h05m
[753820] phase C T=8 real=0.20 loss=0.3811 lr=6.87e-08 1981 fov-steps/s eta 0h05m
[753840] phase C T=8 real=0.20 loss=0.3923 lr=6.64e-08 1983 fov-steps/s eta 0h05m
[753860] phase C T=8 real=0.20 loss=0.3806 lr=6.41e-08 1983 fov-steps/s eta 0h04m
[753880] phase C T=8 real=0.20 loss=0.3848 lr=6.19e-08 1857 fov-steps/s eta 0h04m
[753900] phase C T=8 real=0.20 loss=0.3846 lr=5.97e-08 1980 fov-steps/s eta 0h04m
[753920] phase C T=8 real=0.20 loss=0.3875 lr=5.75e-08 1984 fov-steps/s eta 0h04m
[753940] phase C T=8 real=0.20 loss=0.3829 lr=5.54e-08 1982 fov-steps/s eta 0h04m
[753960] phase C T=8 real=0.20 loss=0.3836 lr=5.34e-08 1983 fov-steps/s eta 0h04m
[753980] phase C T=8 real=0.20 loss=0.3793 lr=5.13e-08 1916 fov-steps/s eta 0h04m
[754000] phase C T=8 real=0.20 loss=0.3832 lr=4.93e-08 1908 fov-steps/s eta 0h04m
[754020] phase C T=8 real=0.20 loss=0.3840 lr=4.74e-08 1981 fov-steps/s eta 0h04m
[754040] phase C T=8 real=0.20 loss=0.3836 lr=4.55e-08 1982 fov-steps/s eta 0h04m
[754060] phase C T=8 real=0.20 loss=0.3862 lr=4.36e-08 1977 fov-steps/s eta 0h04m
[754080] phase C T=8 real=0.20 loss=0.3906 lr=4.18e-08 1984 fov-steps/s eta 0h03m
[754100] phase C T=8 real=0.20 loss=0.3814 lr=4.00e-08 1855 fov-steps/s eta 0h03m
[754120] phase C T=8 real=0.20 loss=0.3891 lr=3.82e-08 1985 fov-steps/s eta 0h03m
[754140] phase C T=8 real=0.20 loss=0.3795 lr=3.65e-08 1985 fov-steps/s eta 0h03m
[754160] phase C T=8 real=0.20 loss=0.3838 lr=3.48e-08 1981 fov-steps/s eta 0h03m
[754180] phase C T=8 real=0.20 loss=0.3858 lr=3.32e-08 1980 fov-steps/s eta 0h03m
[754200] phase C T=8 real=0.20 loss=0.3764 lr=3.16e-08 1843 fov-steps/s eta 0h03m
[754220] phase C T=8 real=0.20 loss=0.3867 lr=3.00e-08 1982 fov-steps/s eta 0h03m
[754240] phase C T=8 real=0.20 loss=0.3829 lr=2.85e-08 1983 fov-steps/s eta 0h03m
[754260] phase C T=8 real=0.20 loss=0.3846 lr=2.70e-08 1983 fov-steps/s eta 0h03m
[754280] phase C T=8 real=0.20 loss=0.3836 lr=2.56e-08 1982 fov-steps/s eta 0h03m
[754300] phase C T=8 real=0.20 loss=0.3866 lr=2.42e-08 1924 fov-steps/s eta 0h03m
[754320] phase C T=8 real=0.20 loss=0.3819 lr=2.28e-08 1920 fov-steps/s eta 0h02m
[754340] phase C T=8 real=0.20 loss=0.3780 lr=2.15e-08 1982 fov-steps/s eta 0h02m
[754360] phase C T=8 real=0.20 loss=0.3795 lr=2.02e-08 1981 fov-steps/s eta 0h02m
[754380] phase C T=8 real=0.20 loss=0.3878 lr=1.90e-08 1983 fov-steps/s eta 0h02m
[754400] phase C T=8 real=0.20 loss=0.3852 lr=1.78e-08 1980 fov-steps/s eta 0h02m
[754420] phase C T=8 real=0.20 loss=0.3794 lr=1.66e-08 1859 fov-steps/s eta 0h02m
[754440] phase C T=8 real=0.20 loss=0.3871 lr=1.55e-08 1961 fov-steps/s eta 0h02m
[754460] phase C T=8 real=0.20 loss=0.3787 lr=1.44e-08 1981 fov-steps/s eta 0h02m
[754480] phase C T=8 real=0.20 loss=0.3848 lr=1.33e-08 1983 fov-steps/s eta 0h02m
[754500] phase C T=8 real=0.20 loss=0.3789 lr=1.23e-08 1982 fov-steps/s eta 0h02m
[754520] phase C T=8 real=0.20 loss=0.3877 lr=1.14e-08 1847 fov-steps/s eta 0h02m
[754540] phase C T=8 real=0.20 loss=0.3896 lr=1.04e-08 1984 fov-steps/s eta 0h02m
[754560] phase C T=8 real=0.20 loss=0.3894 lr=9.55e-09 1982 fov-steps/s eta 0h01m
[754580] phase C T=8 real=0.20 loss=0.3821 lr=8.70e-09 1986 fov-steps/s eta 0h01m
[754600] phase C T=8 real=0.20 loss=0.3830 lr=7.90e-09 1984 fov-steps/s eta 0h01m
[754620] phase C T=8 real=0.20 loss=0.3896 lr=7.13e-09 1896 fov-steps/s eta 0h01m
[754640] phase C T=8 real=0.20 loss=0.3845 lr=6.40e-09 1933 fov-steps/s eta 0h01m
[754660] phase C T=8 real=0.20 loss=0.3920 lr=5.70e-09 1981 fov-steps/s eta 0h01m
[754680] phase C T=8 real=0.20 loss=0.3861 lr=5.05e-09 1984 fov-steps/s eta 0h01m
[754700] phase C T=8 real=0.20 loss=0.3839 lr=4.44e-09 1983 fov-steps/s eta 0h01m
[754720] phase C T=8 real=0.20 loss=0.3796 lr=3.87e-09 1983 fov-steps/s eta 0h01m
[754740] phase C T=8 real=0.20 loss=0.3810 lr=3.34e-09 1842 fov-steps/s eta 0h01m
[754760] phase C T=8 real=0.20 loss=0.3818 lr=2.84e-09 1984 fov-steps/s eta 0h01m
[754780] phase C T=8 real=0.20 loss=0.3879 lr=2.39e-09 1980 fov-steps/s eta 0h00m
[754800] phase C T=8 real=0.20 loss=0.3896 lr=1.97e-09 1974 fov-steps/s eta 0h00m
[754820] phase C T=8 real=0.20 loss=0.3883 lr=1.60e-09 1981 fov-steps/s eta 0h00m
[754840] phase C T=8 real=0.20 loss=0.3735 lr=1.26e-09 1860 fov-steps/s eta 0h00m
[754860] phase C T=8 real=0.20 loss=0.3837 lr=9.67e-10 1979 fov-steps/s eta 0h00m
[754880] phase C T=8 real=0.20 loss=0.3857 lr=7.11e-10 1978 fov-steps/s eta 0h00m
[754900] phase C T=8 real=0.20 loss=0.3775 lr=4.93e-10 1974 fov-steps/s eta 0h00m
[754920] phase C T=8 real=0.20 loss=0.3811 lr=3.16e-10 1978 fov-steps/s eta 0h00m
[754940] phase C T=8 real=0.20 loss=0.3823 lr=1.78e-10 1897 fov-steps/s eta 0h00m
[754960] phase C T=8 real=0.20 loss=0.3846 lr=7.90e-11 1924 fov-steps/s eta 0h00m
[754980] phase C T=8 real=0.20 loss=0.3775 lr=1.97e-11 1978 fov-steps/s eta 0h00m
[754999] phase C T=8 real=0.20 loss=0.3819 lr=4.93e-14 2087 fov-steps/s eta 0h00m
[ckpt] /root/surf/ffn_run6/ckpt_last.pt
[done] 755000 steps, final loss 0.3819