2_training/hamiltonian/train_ref.log

Loading train config from: /home/apolyukhin/Development/epc_ml/example/diamond/2_training/hamiltonian/train.ini

------- DeepH-E3 model training begins -------
Output will be stored under: /home/apolyukhin/Development/epc_ml/example/diamond/2_training/hamiltonian/results_ref/2026-03-04_08-41-39_diamond_e3
Using random seed: 42
Data type during training: torch.float32
Saved DeepH-E3 source code to output dir

------- Preparation of training data -------
Graph data file: HGraph-diamond_qe_e3-rFromDFT-edge=Aij.pkl
Use existing graph data file
Finish loading the processed 50 structures (spinful: False, the number of atomic types: 1), cost 0.12 seconds

Automatically generated target and net_out_irreps. 
Details saved to: /home/apolyukhin/Development/epc_ml/example/diamond/2_training/hamiltonian/results_ref/2026-03-04_08-41-39_diamond_e3/targets.txt

Setting mask for dataset...
Finished setting mask for dataset, cost 0.38 seconds

------- Data loader for training -------
size of train set: 30
size of val set: 10
size of test set: 10
Batch size: 1

------- Build model -------
Building model...
Finished building model, cost 4.88 seconds.
The model you built has 627981 parameters.
Output constructer associated to net.

===== DeepH-E3 model structure: =====
using spherical harmonics: 1x0e+1x1o+1x2e+1x3o+1x4e
=== layer 0 ===
node update: (64x0e -> 64x0e+32x1o+16x2e+8x3o+8x4e)
edge update: (64x0e -> 64x0e+32x1o+16x2e+8x3o+8x4e)
=== layer 1 ===
node update: (64x0e+32x1o+16x2e+8x3o+8x4e -> 64x0e+32x1o+16x2e+8x3o+8x4e)
edge update: (64x0e+32x1o+16x2e+8x3o+8x4e -> 64x0e+32x1o+16x2e+8x3o+8x4e)
=== layer 2 ===
node update: (64x0e+32x1o+16x2e+8x3o+8x4e -> 64x0e+32x1o+16x2e+8x3o+8x4e)
edge update: (64x0e+32x1o+16x2e+8x3o+8x4e -> 9x0e+12x1o+5x1e+4x2o+9x2e+4x3o+1x3e+1x4e)
=== output ===
output node: (1x0e)
output edge: (1x0e+1x0e+1x1o+1x1o+1x2e+1x0e+1x0e+1x1o+1x1o+1x2e+1x1o+1x1o+1x0e+1x1e+1x2e+1x0e+1x1e+1x2e+1x1o+1x2o+1x3o+1x1o+1x1o+1x0e+1x1e+1x2e+1x0e+1x1e+1x2e+1x1o+1x2o+1x3o+1x2e+1x2e+1x1o+1x2o+1x3o+1x1o+1x2o+1x3o+1x0e+1x1e+1x2e+1x3e+1x4e)

------- Preparation for training -------
Using optimizer Adam with initial lr=0.002, betas=(0.9, 0.999)
Loss type: MSE over all matrix elements
Tensorboard recorder initialized
Using pytorch scheduler ReduceLROnPlateau
Starting new training process

------- Begin training -------
====================
Epoch #0      | Time: 00d 00h 00m  | LR: 2.00e-03  | Epoch time:  27.58  | Train loss: 2.77e-01  | Val loss: 1.95e-01
Target 006 has maximum loss 2.12e+00; Target 010 has minimum loss 1.05e-02
Target 000: 7.49e-02 	|Target 001: 8.78e-02 	|Target 002: 5.74e-02 	|Target 003: 4.68e-02 	|Target 004: 3.76e-02
Target 005: 2.13e-01 	|Target 006: 2.12e+00 	|Target 007: 2.11e-02 	|Target 008: 1.48e-01 	|Target 009: 8.31e-02
Target 010: 1.05e-02 	|Target 011: 3.43e-02 	|Target 012: 1.03e-01 	|Target 013: 9.25e-02 	|Target 014: 5.12e-02
Target 015: 2.34e-02 	|Target 016: 9.77e-02 	|Target 017: 7.95e-02 	|Target 018: 3.69e-01 	|Target 019: 9.29e-02
Target 020: 4.53e-02 	|Target 021: 1.33e-01 	|Target 022: 8.98e-02 	|Target 023: 3.70e-02 	|Target 024: 7.09e-01

====================
Epoch #1      | Time: 00d 00h 00m  | LR: 2.00e-03  | Epoch time:  15.84  | Train loss: 1.13e-01  | Val loss: 5.73e-02
Target 018 has maximum loss 4.02e-01; Target 011 has minimum loss 4.79e-03
Target 000: 2.31e-01 	|Target 001: 8.63e-02 	|Target 002: 6.08e-03 	|Target 003: 1.29e-02 	|Target 004: 1.05e-01
Target 005: 1.62e-01 	|Target 006: 2.27e-01 	|Target 007: 8.61e-03 	|Target 008: 6.60e-02 	|Target 009: 5.16e-02
Target 010: 4.84e-03 	|Target 011: 4.79e-03 	|Target 012: 2.76e-02 	|Target 013: 3.01e-02 	|Target 014: 1.52e-02
Target 015: 4.71e-02 	|Target 016: 5.20e-02 	|Target 017: 1.96e-02 	|Target 018: 4.02e-01 	|Target 019: 1.91e-02
Target 020: 5.94e-02 	|Target 021: 2.65e-02 	|Target 022: 3.58e-02 	|Target 023: 1.68e-02 	|Target 024: 6.21e-02

====================
Epoch #2      | Time: 00d 00h 01m  | LR: 2.00e-03  | Epoch time:  15.98  | Train loss: 3.96e-02  | Val loss: 2.37e-02
Target 018 has maximum loss 2.11e-01; Target 007 has minimum loss 1.54e-03
Target 000: 7.90e-02 	|Target 001: 1.43e-02 	|Target 002: 2.26e-03 	|Target 003: 2.41e-03 	|Target 004: 1.03e-02
Target 005: 1.02e-01 	|Target 006: 5.92e-02 	|Target 007: 1.54e-03 	|Target 008: 9.03e-03 	|Target 009: 4.61e-02
Target 010: 2.35e-03 	|Target 011: 3.28e-03 	|Target 012: 2.10e-02 	|Target 013: 2.86e-02 	|Target 014: 1.03e-02
Target 015: 2.61e-02 	|Target 016: 2.27e-02 	|Target 017: 1.25e-02 	|Target 018: 2.11e-01 	|Target 019: 6.10e-03
Target 020: 7.86e-03 	|Target 021: 1.27e-02 	|Target 022: 1.06e-02 	|Target 023: 7.38e-03 	|Target 024: 7.57e-03

====================
Epoch #3      | Time: 00d 00h 01m  | LR: 2.00e-03  | Epoch time:  16.05  | Train loss: 1.67e-02  | Val loss: 8.96e-03
Target 005 has maximum loss 5.45e-02; Target 007 has minimum loss 9.62e-04
Target 000: 5.23e-02 	|Target 001: 5.74e-03 	|Target 002: 1.68e-03 	|Target 003: 1.16e-03 	|Target 004: 2.20e-03
Target 005: 5.45e-02 	|Target 006: 3.37e-02 	|Target 007: 9.62e-04 	|Target 008: 3.11e-03 	|Target 009: 1.23e-02
Target 010: 1.20e-03 	|Target 011: 1.41e-03 	|Target 012: 1.09e-02 	|Target 013: 1.54e-02 	|Target 014: 4.05e-03
Target 015: 1.14e-02 	|Target 016: 8.32e-03 	|Target 017: 7.87e-03 	|Target 018: 5.06e-02 	|Target 019: 1.91e-03
Target 020: 4.32e-03 	|Target 021: 4.98e-03 	|Target 022: 6.24e-03 	|Target 023: 7.50e-03 	|Target 024: 4.08e-03

====================
Epoch #4      | Time: 00d 00h 01m  | LR: 2.00e-03  | Epoch time:  16.15  | Train loss: 6.23e-03  | Val loss: 2.87e-03
Target 006 has maximum loss 2.37e-02; Target 007 has minimum loss 6.19e-04
Target 000: 1.34e-02 	|Target 001: 2.22e-03 	|Target 002: 1.13e-03 	|Target 003: 9.02e-04 	|Target 004: 1.57e-03
Target 005: 1.13e-02 	|Target 006: 2.37e-02 	|Target 007: 6.19e-04 	|Target 008: 1.53e-03 	|Target 009: 9.68e-03
Target 010: 7.03e-04 	|Target 011: 6.80e-04 	|Target 012: 3.98e-03 	|Target 013: 4.78e-03 	|Target 014: 2.13e-03
Target 015: 5.61e-03 	|Target 016: 3.40e-03 	|Target 017: 2.33e-03 	|Target 018: 4.93e-03 	|Target 019: 9.45e-04
Target 020: 3.39e-03 	|Target 021: 5.23e-03 	|Target 022: 1.92e-03 	|Target 023: 1.15e-03 	|Target 024: 2.22e-03

====================
Epoch #5      | Time: 00d 00h 01m  | LR: 2.00e-03  | Epoch time:  16.09  | Train loss: 3.04e-03  | Val loss: 1.82e-03
Target 006 has maximum loss 1.66e-02; Target 007 has minimum loss 5.19e-04
Target 000: 8.68e-03 	|Target 001: 1.47e-03 	|Target 002: 8.24e-04 	|Target 003: 6.11e-04 	|Target 004: 1.02e-03
Target 005: 4.90e-03 	|Target 006: 1.66e-02 	|Target 007: 5.19e-04 	|Target 008: 1.16e-03 	|Target 009: 8.47e-03
Target 010: 6.70e-04 	|Target 011: 5.61e-04 	|Target 012: 2.67e-03 	|Target 013: 3.40e-03 	|Target 014: 1.02e-03
Target 015: 2.31e-03 	|Target 016: 1.81e-03 	|Target 017: 1.28e-03 	|Target 018: 1.98e-03 	|Target 019: 7.19e-04
Target 020: 3.31e-03 	|Target 021: 4.38e-03 	|Target 022: 9.82e-04 	|Target 023: 7.36e-04 	|Target 024: 1.13e-03

====================
Epoch #6      | Time: 00d 00h 02m  | LR: 2.00e-03  | Epoch time:  16.10  | Train loss: 2.27e-03  | Val loss: 1.40e-03
Target 006 has maximum loss 9.32e-03; Target 022 has minimum loss 4.86e-04
Target 000: 6.25e-03 	|Target 001: 9.60e-04 	|Target 002: 5.46e-04 	|Target 003: 6.04e-04 	|Target 004: 7.15e-04
Target 005: 4.41e-03 	|Target 006: 9.32e-03 	|Target 007: 6.42e-04 	|Target 008: 1.11e-03 	|Target 009: 7.26e-03
Target 010: 6.31e-04 	|Target 011: 5.17e-04 	|Target 012: 2.07e-03 	|Target 013: 2.62e-03 	|Target 014: 6.03e-04
Target 015: 1.15e-03 	|Target 016: 9.52e-04 	|Target 017: 1.07e-03 	|Target 018: 1.57e-03 	|Target 019: 5.15e-04
Target 020: 3.84e-03 	|Target 021: 3.51e-03 	|Target 022: 4.86e-04 	|Target 023: 6.07e-04 	|Target 024: 8.79e-04

====================
Epoch #7      | Time: 00d 00h 02m  | LR: 2.00e-03  | Epoch time:  16.02  | Train loss: 1.88e-03  | Val loss: 1.15e-03
Target 006 has maximum loss 7.08e-03; Target 007 has minimum loss 3.13e-04
Target 000: 5.35e-03 	|Target 001: 7.97e-04 	|Target 002: 3.89e-04 	|Target 003: 3.76e-04 	|Target 004: 5.59e-04
Target 005: 4.49e-03 	|Target 006: 7.08e-03 	|Target 007: 3.13e-04 	|Target 008: 7.20e-04 	|Target 009: 5.61e-03
Target 010: 3.57e-04 	|Target 011: 3.81e-04 	|Target 012: 1.69e-03 	|Target 013: 2.30e-03 	|Target 014: 4.18e-04
Target 015: 7.17e-04 	|Target 016: 6.89e-04 	|Target 017: 9.44e-04 	|Target 018: 1.30e-03 	|Target 019: 4.57e-04
Target 020: 4.23e-03 	|Target 021: 2.98e-03 	|Target 022: 3.49e-04 	|Target 023: 4.75e-04 	|Target 024: 6.78e-04

====================
Epoch #8      | Time: 00d 00h 02m  | LR: 2.00e-03  | Epoch time:  16.20  | Train loss: 1.62e-03  | Val loss: 9.83e-04
Target 000 has maximum loss 5.24e-03; Target 007 has minimum loss 2.53e-04
Target 000: 5.24e-03 	|Target 001: 6.60e-04 	|Target 002: 3.09e-04 	|Target 003: 3.26e-04 	|Target 004: 4.40e-04
Target 005: 4.71e-03 	|Target 006: 5.09e-03 	|Target 007: 2.53e-04 	|Target 008: 6.78e-04 	|Target 009: 4.54e-03
Target 010: 3.54e-04 	|Target 011: 3.34e-04 	|Target 012: 1.40e-03 	|Target 013: 1.73e-03 	|Target 014: 2.91e-04
Target 015: 6.03e-04 	|Target 016: 5.64e-04 	|Target 017: 8.89e-04 	|Target 018: 1.11e-03 	|Target 019: 3.97e-04
Target 020: 4.21e-03 	|Target 021: 2.43e-03 	|Target 022: 2.83e-04 	|Target 023: 4.39e-04 	|Target 024: 5.87e-04

====================
Epoch #9      | Time: 00d 00h 02m  | LR: 2.00e-03  | Epoch time:  15.61  | Train loss: 1.45e-03  | Val loss: 9.37e-04
Target 006 has maximum loss 5.42e-03; Target 022 has minimum loss 2.79e-04
Target 000: 3.67e-03 	|Target 001: 7.36e-04 	|Target 002: 3.05e-04 	|Target 003: 3.67e-04 	|Target 004: 3.93e-04
Target 005: 3.12e-03 	|Target 006: 5.42e-03 	|Target 007: 5.03e-04 	|Target 008: 5.67e-04 	|Target 009: 4.48e-03
Target 010: 2.91e-04 	|Target 011: 3.44e-04 	|Target 012: 1.38e-03 	|Target 013: 1.78e-03 	|Target 014: 2.92e-04
Target 015: 5.61e-04 	|Target 016: 4.68e-04 	|Target 017: 7.16e-04 	|Target 018: 1.06e-03 	|Target 019: 4.45e-04
Target 020: 3.74e-03 	|Target 021: 2.27e-03 	|Target 022: 2.79e-04 	|Target 023: 4.95e-04 	|Target 024: 5.44e-04

====================
Epoch #10     | Time: 00d 00h 03m  | LR: 2.00e-03  | Epoch time:  15.55  | Train loss: 1.28e-03  | Val loss: 7.46e-04
Target 020 has maximum loss 3.86e-03; Target 010 has minimum loss 2.08e-04
Target 000: 3.67e-03 	|Target 001: 6.23e-04 	|Target 002: 2.40e-04 	|Target 003: 2.45e-04 	|Target 004: 3.39e-04
Target 005: 2.95e-03 	|Target 006: 3.35e-03 	|Target 007: 2.79e-04 	|Target 008: 4.63e-04 	|Target 009: 2.95e-03
Target 010: 2.08e-04 	|Target 011: 2.96e-04 	|Target 012: 1.17e-03 	|Target 013: 1.33e-03 	|Target 014: 2.18e-04
Target 015: 4.35e-04 	|Target 016: 3.78e-04 	|Target 017: 6.70e-04 	|Target 018: 8.04e-04 	|Target 019: 3.44e-04
Target 020: 3.86e-03 	|Target 021: 1.69e-03 	|Target 022: 2.21e-04 	|Target 023: 3.48e-04 	|Target 024: 4.35e-04

====================
Epoch #11     | Time: 00d 00h 03m  | LR: 2.00e-03  | Epoch time:  15.79  | Train loss: 1.11e-03  | Val loss: 6.62e-04
Target 020 has maximum loss 3.52e-03; Target 002 has minimum loss 1.88e-04
Target 000: 2.36e-03 	|Target 001: 7.23e-04 	|Target 002: 1.88e-04 	|Target 003: 2.06e-04 	|Target 004: 3.30e-04
Target 005: 2.66e-03 	|Target 006: 2.78e-03 	|Target 007: 2.22e-04 	|Target 008: 4.37e-04 	|Target 009: 2.46e-03
Target 010: 1.98e-04 	|Target 011: 2.32e-04 	|Target 012: 9.23e-04 	|Target 013: 1.17e-03 	|Target 014: 1.98e-04
Target 015: 3.94e-04 	|Target 016: 3.49e-04 	|Target 017: 6.87e-04 	|Target 018: 7.26e-04 	|Target 019: 3.31e-04
Target 020: 3.52e-03 	|Target 021: 1.38e-03 	|Target 022: 1.93e-04 	|Target 023: 3.26e-04 	|Target 024: 4.39e-04

====================
Epoch #12     | Time: 00d 00h 03m  | LR: 2.00e-03  | Epoch time:  15.56  | Train loss: 1.02e-03  | Val loss: 5.67e-04
Target 020 has maximum loss 3.32e-03; Target 007 has minimum loss 1.59e-04
Target 000: 2.36e-03 	|Target 001: 5.29e-04 	|Target 002: 1.79e-04 	|Target 003: 1.89e-04 	|Target 004: 3.09e-04
Target 005: 2.15e-03 	|Target 006: 2.27e-03 	|Target 007: 1.59e-04 	|Target 008: 3.41e-04 	|Target 009: 1.91e-03
Target 010: 1.80e-04 	|Target 011: 2.20e-04 	|Target 012: 9.30e-04 	|Target 013: 9.61e-04 	|Target 014: 1.69e-04
Target 015: 3.45e-04 	|Target 016: 3.07e-04 	|Target 017: 5.68e-04 	|Target 018: 6.00e-04 	|Target 019: 2.95e-04
Target 020: 3.32e-03 	|Target 021: 1.04e-03 	|Target 022: 1.71e-04 	|Target 023: 2.83e-04 	|Target 024: 3.47e-04

====================
Epoch #13     | Time: 00d 00h 03m  | LR: 2.00e-03  | Epoch time:  15.68  | Train loss: 9.16e-04  | Val loss: 5.47e-04
Target 020 has maximum loss 3.25e-03; Target 022 has minimum loss 1.75e-04
Target 000: 1.88e-03 	|Target 001: 1.03e-03 	|Target 002: 2.39e-04 	|Target 003: 2.38e-04 	|Target 004: 2.58e-04
Target 005: 2.43e-03 	|Target 006: 1.95e-03 	|Target 007: 2.77e-04 	|Target 008: 3.06e-04 	|Target 009: 1.30e-03
Target 010: 1.83e-04 	|Target 011: 2.24e-04 	|Target 012: 7.94e-04 	|Target 013: 8.09e-04 	|Target 014: 1.82e-04
Target 015: 3.23e-04 	|Target 016: 3.04e-04 	|Target 017: 5.41e-04 	|Target 018: 5.89e-04 	|Target 019: 3.28e-04
Target 020: 3.25e-03 	|Target 021: 8.92e-04 	|Target 022: 1.75e-04 	|Target 023: 3.12e-04 	|Target 024: 4.34e-04

====================
Epoch #14     | Time: 00d 00h 04m  | LR: 2.00e-03  | Epoch time:  15.61  | Train loss: 8.68e-04  | Val loss: 4.80e-04
Target 020 has maximum loss 2.65e-03; Target 002 has minimum loss 1.36e-04
Target 000: 1.99e-03 	|Target 001: 1.30e-03 	|Target 002: 1.36e-04 	|Target 003: 1.80e-04 	|Target 004: 2.56e-04
Target 005: 1.81e-03 	|Target 006: 1.99e-03 	|Target 007: 2.18e-04 	|Target 008: 2.89e-04 	|Target 009: 1.25e-03
Target 010: 1.64e-04 	|Target 011: 1.96e-04 	|Target 012: 7.30e-04 	|Target 013: 7.18e-04 	|Target 014: 1.58e-04
Target 015: 3.05e-04 	|Target 016: 2.96e-04 	|Target 017: 4.60e-04 	|Target 018: 4.86e-04 	|Target 019: 2.93e-04
Target 020: 2.65e-03 	|Target 021: 7.90e-04 	|Target 022: 1.55e-04 	|Target 023: 2.73e-04 	|Target 024: 3.68e-04

====================
Epoch #15     | Time: 00d 00h 04m  | LR: 2.00e-03  | Epoch time:  15.66  | Train loss: 7.98e-04  | Val loss: 4.01e-04
Target 020 has maximum loss 2.42e-03; Target 014 has minimum loss 1.27e-04
Target 000: 1.58e-03 	|Target 001: 4.37e-04 	|Target 002: 1.40e-04 	|Target 003: 2.32e-04 	|Target 004: 2.13e-04
Target 005: 1.70e-03 	|Target 006: 1.22e-03 	|Target 007: 1.74e-04 	|Target 008: 2.38e-04 	|Target 009: 8.70e-04
Target 010: 1.81e-04 	|Target 011: 1.74e-04 	|Target 012: 7.16e-04 	|Target 013: 5.91e-04 	|Target 014: 1.27e-04
Target 015: 2.90e-04 	|Target 016: 2.63e-04 	|Target 017: 3.95e-04 	|Target 018: 4.59e-04 	|Target 019: 2.51e-04
Target 020: 2.42e-03 	|Target 021: 5.73e-04 	|Target 022: 1.31e-04 	|Target 023: 2.09e-04 	|Target 024: 2.88e-04

====================
Epoch #16     | Time: 00d 00h 04m  | LR: 2.00e-03  | Epoch time:  15.76  | Train loss: 6.88e-04  | Val loss: 3.64e-04
Target 020 has maximum loss 2.31e-03; Target 007 has minimum loss 1.17e-04
Target 000: 1.41e-03 	|Target 001: 4.50e-04 	|Target 002: 1.76e-04 	|Target 003: 1.40e-04 	|Target 004: 1.86e-04
Target 005: 1.49e-03 	|Target 006: 6.81e-04 	|Target 007: 1.17e-04 	|Target 008: 2.20e-04 	|Target 009: 6.45e-04
Target 010: 1.23e-04 	|Target 011: 1.69e-04 	|Target 012: 6.12e-04 	|Target 013: 4.42e-04 	|Target 014: 1.29e-04
Target 015: 2.66e-04 	|Target 016: 2.32e-04 	|Target 017: 3.82e-04 	|Target 018: 4.39e-04 	|Target 019: 2.37e-04
Target 020: 2.31e-03 	|Target 021: 5.09e-04 	|Target 022: 1.34e-04 	|Target 023: 1.99e-04 	|Target 024: 2.99e-04

====================
Epoch #17     | Time: 00d 00h 05m  | LR: 2.00e-03  | Epoch time:  15.66  | Train loss: 6.56e-04  | Val loss: 3.25e-04
Target 020 has maximum loss 1.91e-03; Target 007 has minimum loss 1.08e-04
Target 000: 1.16e-03 	|Target 001: 3.30e-04 	|Target 002: 1.24e-04 	|Target 003: 1.15e-04 	|Target 004: 1.79e-04
Target 005: 1.41e-03 	|Target 006: 8.88e-04 	|Target 007: 1.08e-04 	|Target 008: 1.89e-04 	|Target 009: 5.72e-04
Target 010: 1.12e-04 	|Target 011: 1.62e-04 	|Target 012: 5.74e-04 	|Target 013: 4.43e-04 	|Target 014: 1.17e-04
Target 015: 2.57e-04 	|Target 016: 2.14e-04 	|Target 017: 3.70e-04 	|Target 018: 3.77e-04 	|Target 019: 2.16e-04
Target 020: 1.91e-03 	|Target 021: 3.81e-04 	|Target 022: 1.18e-04 	|Target 023: 1.89e-04 	|Target 024: 2.63e-04

====================
Epoch #18     | Time: 00d 00h 05m  | LR: 2.00e-03  | Epoch time:  15.85  | Train loss: 6.13e-04  | Val loss: 3.29e-04
Target 020 has maximum loss 1.82e-03; Target 002 has minimum loss 1.04e-04
Target 000: 1.26e-03 	|Target 001: 6.43e-04 	|Target 002: 1.04e-04 	|Target 003: 2.33e-04 	|Target 004: 1.72e-04
Target 005: 1.06e-03 	|Target 006: 1.17e-03 	|Target 007: 1.64e-04 	|Target 008: 2.01e-04 	|Target 009: 4.24e-04
Target 010: 1.76e-04 	|Target 011: 1.55e-04 	|Target 012: 5.48e-04 	|Target 013: 4.80e-04 	|Target 014: 1.17e-04
Target 015: 2.85e-04 	|Target 016: 2.29e-04 	|Target 017: 3.08e-04 	|Target 018: 3.75e-04 	|Target 019: 2.25e-04
Target 020: 1.82e-03 	|Target 021: 3.36e-04 	|Target 022: 1.18e-04 	|Target 023: 1.98e-04 	|Target 024: 3.11e-04

====================
Epoch #19     | Time: 00d 00h 05m  | LR: 2.00e-03  | Epoch time:  15.78  | Train loss: 6.04e-04  | Val loss: 3.11e-04
Target 020 has maximum loss 1.67e-03; Target 007 has minimum loss 1.02e-04
Target 000: 1.14e-03 	|Target 001: 5.19e-04 	|Target 002: 1.05e-04 	|Target 003: 1.36e-04 	|Target 004: 1.51e-04
Target 005: 1.04e-03 	|Target 006: 6.84e-04 	|Target 007: 1.02e-04 	|Target 008: 1.76e-04 	|Target 009: 4.50e-04
Target 010: 1.16e-04 	|Target 011: 1.47e-04 	|Target 012: 4.84e-04 	|Target 013: 3.76e-04 	|Target 014: 1.11e-04
Target 015: 2.52e-04 	|Target 016: 2.28e-04 	|Target 017: 3.15e-04 	|Target 018: 4.24e-04 	|Target 019: 2.06e-04
Target 020: 1.67e-03 	|Target 021: 3.19e-04 	|Target 022: 1.08e-04 	|Target 023: 2.18e-04 	|Target 024: 3.38e-04

====================
Epoch #20     | Time: 00d 00h 05m  | LR: 2.00e-03  | Epoch time:  15.98  | Train loss: 5.51e-04  | Val loss: 3.02e-04
Target 020 has maximum loss 1.31e-03; Target 002 has minimum loss 9.61e-05
Target 000: 1.05e-03 	|Target 001: 4.76e-04 	|Target 002: 9.61e-05 	|Target 003: 1.24e-04 	|Target 004: 1.39e-04
Target 005: 1.20e-03 	|Target 006: 9.48e-04 	|Target 007: 1.60e-04 	|Target 008: 1.82e-04 	|Target 009: 4.32e-04
Target 010: 1.20e-04 	|Target 011: 1.50e-04 	|Target 012: 4.58e-04 	|Target 013: 3.58e-04 	|Target 014: 1.15e-04
Target 015: 2.36e-04 	|Target 016: 2.04e-04 	|Target 017: 2.91e-04 	|Target 018: 3.48e-04 	|Target 019: 2.27e-04
Target 020: 1.31e-03 	|Target 021: 3.03e-04 	|Target 022: 1.11e-04 	|Target 023: 2.26e-04 	|Target 024: 3.75e-04

====================
Epoch #21     | Time: 00d 00h 06m  | LR: 2.00e-03  | Epoch time:  15.84  | Train loss: 4.93e-04  | Val loss: 2.45e-04
Target 020 has maximum loss 1.19e-03; Target 010 has minimum loss 8.04e-05
Target 000: 7.82e-04 	|Target 001: 4.14e-04 	|Target 002: 9.25e-05 	|Target 003: 1.11e-04 	|Target 004: 1.55e-04
Target 005: 9.42e-04 	|Target 006: 1.06e-03 	|Target 007: 8.89e-05 	|Target 008: 1.50e-04 	|Target 009: 3.97e-04
Target 010: 8.04e-05 	|Target 011: 1.36e-04 	|Target 012: 4.36e-04 	|Target 013: 3.48e-04 	|Target 014: 9.87e-05
Target 015: 2.14e-04 	|Target 016: 1.68e-04 	|Target 017: 2.69e-04 	|Target 018: 2.86e-04 	|Target 019: 1.80e-04
Target 020: 1.19e-03 	|Target 021: 2.76e-04 	|Target 022: 1.03e-04 	|Target 023: 1.60e-04 	|Target 024: 1.89e-04

====================
Epoch #22     | Time: 00d 00h 06m  | LR: 2.00e-03  | Epoch time:  15.88  | Train loss: 4.55e-04  | Val loss: 2.14e-04
Target 020 has maximum loss 1.13e-03; Target 007 has minimum loss 7.28e-05
Target 000: 8.70e-04 	|Target 001: 2.02e-04 	|Target 002: 8.35e-05 	|Target 003: 1.07e-04 	|Target 004: 1.27e-04
Target 005: 9.84e-04 	|Target 006: 4.34e-04 	|Target 007: 7.28e-05 	|Target 008: 1.54e-04 	|Target 009: 2.46e-04
Target 010: 8.05e-05 	|Target 011: 1.38e-04 	|Target 012: 3.96e-04 	|Target 013: 2.80e-04 	|Target 014: 8.22e-05
Target 015: 2.08e-04 	|Target 016: 1.54e-04 	|Target 017: 2.42e-04 	|Target 018: 2.57e-04 	|Target 019: 1.60e-04
Target 020: 1.13e-03 	|Target 021: 2.21e-04 	|Target 022: 8.91e-05 	|Target 023: 1.44e-04 	|Target 024: 1.77e-04

====================
Epoch #23     | Time: 00d 00h 06m  | LR: 2.00e-03  | Epoch time:  16.06  | Train loss: 4.41e-04  | Val loss: 2.20e-04
Target 020 has maximum loss 1.03e-03; Target 014 has minimum loss 8.41e-05
Target 000: 8.80e-04 	|Target 001: 2.73e-04 	|Target 002: 9.81e-05 	|Target 003: 2.56e-04 	|Target 004: 1.17e-04
Target 005: 7.55e-04 	|Target 006: 5.39e-04 	|Target 007: 1.13e-04 	|Target 008: 1.32e-04 	|Target 009: 2.68e-04
Target 010: 9.49e-05 	|Target 011: 1.42e-04 	|Target 012: 3.96e-04 	|Target 013: 2.77e-04 	|Target 014: 8.41e-05
Target 015: 2.21e-04 	|Target 016: 1.64e-04 	|Target 017: 2.51e-04 	|Target 018: 2.68e-04 	|Target 019: 1.52e-04
Target 020: 1.03e-03 	|Target 021: 2.22e-04 	|Target 022: 9.39e-05 	|Target 023: 1.51e-04 	|Target 024: 1.96e-04

====================
Epoch #24     | Time: 00d 00h 06m  | LR: 2.00e-03  | Epoch time:  15.91  | Train loss: 4.23e-04  | Val loss: 2.10e-04
Target 020 has maximum loss 9.87e-04; Target 014 has minimum loss 7.96e-05
Target 000: 8.08e-04 	|Target 001: 2.43e-04 	|Target 002: 8.61e-05 	|Target 003: 1.80e-04 	|Target 004: 1.15e-04
Target 005: 9.78e-04 	|Target 006: 6.02e-04 	|Target 007: 9.23e-05 	|Target 008: 1.19e-04 	|Target 009: 2.23e-04
Target 010: 1.01e-04 	|Target 011: 1.31e-04 	|Target 012: 3.59e-04 	|Target 013: 2.83e-04 	|Target 014: 7.96e-05
Target 015: 2.22e-04 	|Target 016: 1.50e-04 	|Target 017: 2.20e-04 	|Target 018: 2.67e-04 	|Target 019: 1.63e-04
Target 020: 9.87e-04 	|Target 021: 1.85e-04 	|Target 022: 8.76e-05 	|Target 023: 1.39e-04 	|Target 024: 1.94e-04

====================
Epoch #25     | Time: 00d 00h 07m  | LR: 2.00e-03  | Epoch time:  15.94  | Train loss: 4.15e-04  | Val loss: 2.30e-04
Target 005 has maximum loss 1.07e-03; Target 007 has minimum loss 5.86e-05
Target 000: 6.92e-04 	|Target 001: 5.31e-04 	|Target 002: 9.70e-05 	|Target 003: 1.64e-04 	|Target 004: 1.04e-04
Target 005: 1.07e-03 	|Target 006: 4.55e-04 	|Target 007: 5.86e-05 	|Target 008: 1.41e-04 	|Target 009: 4.07e-04
Target 010: 7.45e-05 	|Target 011: 1.39e-04 	|Target 012: 3.78e-04 	|Target 013: 2.56e-04 	|Target 014: 7.85e-05
Target 015: 1.94e-04 	|Target 016: 1.73e-04 	|Target 017: 2.29e-04 	|Target 018: 2.67e-04 	|Target 019: 1.70e-04
Target 020: 9.32e-04 	|Target 021: 3.17e-04 	|Target 022: 8.14e-05 	|Target 023: 1.78e-04 	|Target 024: 2.57e-04

====================
Epoch #26     | Time: 00d 00h 07m  | LR: 2.00e-03  | Epoch time:  16.00  | Train loss: 4.14e-04  | Val loss: 2.32e-04
Target 005 has maximum loss 1.05e-03; Target 007 has minimum loss 6.94e-05
Target 000: 8.25e-04 	|Target 001: 8.13e-04 	|Target 002: 8.22e-05 	|Target 003: 3.22e-04 	|Target 004: 1.20e-04
Target 005: 1.05e-03 	|Target 006: 4.32e-04 	|Target 007: 6.94e-05 	|Target 008: 1.80e-04 	|Target 009: 2.69e-04
Target 010: 1.62e-04 	|Target 011: 1.76e-04 	|Target 012: 3.34e-04 	|Target 013: 2.39e-04 	|Target 014: 8.29e-05
Target 015: 1.90e-04 	|Target 016: 1.85e-04 	|Target 017: 2.74e-04 	|Target 018: 2.97e-04 	|Target 019: 2.06e-04
Target 020: 8.48e-04 	|Target 021: 2.34e-04 	|Target 022: 8.40e-05 	|Target 023: 1.84e-04 	|Target 024: 2.42e-04

====================
Epoch #27     | Time: 00d 00h 07m  | LR: 2.00e-03  | Epoch time:  16.09  | Train loss: 3.85e-04  | Val loss: 1.87e-04
Target 005 has maximum loss 7.47e-04; Target 007 has minimum loss 6.53e-05
Target 000: 7.46e-04 	|Target 001: 3.15e-04 	|Target 002: 8.07e-05 	|Target 003: 9.33e-05 	|Target 004: 1.15e-04
Target 005: 7.47e-04 	|Target 006: 4.32e-04 	|Target 007: 6.53e-05 	|Target 008: 1.45e-04 	|Target 009: 3.15e-04
Target 010: 7.25e-05 	|Target 011: 1.23e-04 	|Target 012: 2.75e-04 	|Target 013: 2.23e-04 	|Target 014: 8.04e-05
Target 015: 1.83e-04 	|Target 016: 1.76e-04 	|Target 017: 2.07e-04 	|Target 018: 2.42e-04 	|Target 019: 1.60e-04
Target 020: 7.31e-04 	|Target 021: 1.96e-04 	|Target 022: 8.98e-05 	|Target 023: 1.48e-04 	|Target 024: 1.63e-04

====================
Epoch #28     | Time: 00d 00h 08m  | LR: 2.00e-03  | Epoch time:  16.02  | Train loss: 3.53e-04  | Val loss: 1.63e-04
Target 020 has maximum loss 7.09e-04; Target 014 has minimum loss 6.48e-05
Target 000: 5.21e-04 	|Target 001: 2.91e-04 	|Target 002: 1.03e-04 	|Target 003: 1.21e-04 	|Target 004: 9.26e-05
Target 005: 5.51e-04 	|Target 006: 5.40e-04 	|Target 007: 7.02e-05 	|Target 008: 1.12e-04 	|Target 009: 1.74e-04
Target 010: 8.57e-05 	|Target 011: 1.17e-04 	|Target 012: 2.54e-04 	|Target 013: 1.96e-04 	|Target 014: 6.48e-05
Target 015: 1.69e-04 	|Target 016: 1.25e-04 	|Target 017: 1.62e-04 	|Target 018: 1.85e-04 	|Target 019: 1.33e-04
Target 020: 7.09e-04 	|Target 021: 1.71e-04 	|Target 022: 7.73e-05 	|Target 023: 1.17e-04 	|Target 024: 1.64e-04

====================
Epoch #29     | Time: 00d 00h 08m  | LR: 2.00e-03  | Epoch time:  16.17  | Train loss: 3.31e-04  | Val loss: 1.55e-04
Target 000 has maximum loss 7.29e-04; Target 007 has minimum loss 5.06e-05
Target 000: 7.29e-04 	|Target 001: 4.11e-04 	|Target 002: 9.79e-05 	|Target 003: 1.03e-04 	|Target 004: 8.50e-05
Target 005: 6.71e-04 	|Target 006: 3.58e-04 	|Target 007: 5.06e-05 	|Target 008: 9.91e-05 	|Target 009: 1.67e-04
Target 010: 6.86e-05 	|Target 011: 1.14e-04 	|Target 012: 2.53e-04 	|Target 013: 1.71e-04 	|Target 014: 6.70e-05
Target 015: 1.81e-04 	|Target 016: 1.33e-04 	|Target 017: 1.73e-04 	|Target 018: 1.83e-04 	|Target 019: 1.28e-04
Target 020: 6.33e-04 	|Target 021: 1.36e-04 	|Target 022: 7.19e-05 	|Target 023: 1.15e-04 	|Target 024: 1.45e-04

====================
Epoch #30     | Time: 00d 00h 08m  | LR: 2.00e-03  | Epoch time:  15.96  | Train loss: 3.39e-04  | Val loss: 1.61e-04
Target 005 has maximum loss 7.68e-04; Target 007 has minimum loss 5.22e-05
Target 000: 5.17e-04 	|Target 001: 3.68e-04 	|Target 002: 9.65e-05 	|Target 003: 1.33e-04 	|Target 004: 8.75e-05
Target 005: 7.68e-04 	|Target 006: 3.44e-04 	|Target 007: 5.22e-05 	|Target 008: 1.12e-04 	|Target 009: 1.51e-04
Target 010: 7.49e-05 	|Target 011: 1.01e-04 	|Target 012: 2.32e-04 	|Target 013: 1.78e-04 	|Target 014: 6.80e-05
Target 015: 1.56e-04 	|Target 016: 1.11e-04 	|Target 017: 1.55e-04 	|Target 018: 1.98e-04 	|Target 019: 1.50e-04
Target 020: 5.81e-04 	|Target 021: 1.52e-04 	|Target 022: 7.27e-05 	|Target 023: 1.20e-04 	|Target 024: 1.90e-04

====================
Epoch #31     | Time: 00d 00h 08m  | LR: 2.00e-03  | Epoch time:  15.99  | Train loss: 3.23e-04  | Val loss: 1.56e-04
Target 005 has maximum loss 6.10e-04; Target 014 has minimum loss 6.93e-05
Target 000: 5.37e-04 	|Target 001: 2.14e-04 	|Target 002: 1.31e-04 	|Target 003: 1.47e-04 	|Target 004: 9.12e-05
Target 005: 6.10e-04 	|Target 006: 2.78e-04 	|Target 007: 8.44e-05 	|Target 008: 1.01e-04 	|Target 009: 1.41e-04
Target 010: 8.38e-05 	|Target 011: 1.23e-04 	|Target 012: 2.18e-04 	|Target 013: 1.59e-04 	|Target 014: 6.93e-05
Target 015: 1.69e-04 	|Target 016: 1.62e-04 	|Target 017: 1.61e-04 	|Target 018: 2.25e-04 	|Target 019: 1.37e-04
Target 020: 5.50e-04 	|Target 021: 1.21e-04 	|Target 022: 7.26e-05 	|Target 023: 1.24e-04 	|Target 024: 1.71e-04

====================
Epoch #32     | Time: 00d 00h 09m  | LR: 2.00e-03  | Epoch time:  16.16  | Train loss: 3.13e-04  | Val loss: 1.33e-04
Target 000 has maximum loss 6.12e-04; Target 007 has minimum loss 4.48e-05
Target 000: 6.12e-04 	|Target 001: 2.31e-04 	|Target 002: 1.00e-04 	|Target 003: 9.42e-05 	|Target 004: 7.88e-05
Target 005: 3.81e-04 	|Target 006: 3.31e-04 	|Target 007: 4.48e-05 	|Target 008: 1.17e-04 	|Target 009: 1.43e-04
Target 010: 6.62e-05 	|Target 011: 1.01e-04 	|Target 012: 1.84e-04 	|Target 013: 1.32e-04 	|Target 014: 5.84e-05
Target 015: 1.43e-04 	|Target 016: 1.14e-04 	|Target 017: 1.35e-04 	|Target 018: 1.63e-04 	|Target 019: 1.24e-04
Target 020: 4.95e-04 	|Target 021: 1.33e-04 	|Target 022: 6.39e-05 	|Target 023: 1.07e-04 	|Target 024: 1.42e-04

====================
Epoch #33     | Time: 00d 00h 09m  | LR: 2.00e-03  | Epoch time:  16.05  | Train loss: 3.05e-04  | Val loss: 1.81e-04
Target 001 has maximum loss 7.04e-04; Target 010 has minimum loss 5.02e-05
Target 000: 4.30e-04 	|Target 001: 7.04e-04 	|Target 002: 1.13e-04 	|Target 003: 9.21e-05 	|Target 004: 8.35e-05
Target 005: 5.59e-04 	|Target 006: 6.05e-04 	|Target 007: 6.27e-05 	|Target 008: 1.20e-04 	|Target 009: 2.24e-04
Target 010: 5.02e-05 	|Target 011: 1.14e-04 	|Target 012: 2.43e-04 	|Target 013: 1.76e-04 	|Target 014: 7.71e-05
Target 015: 1.59e-04 	|Target 016: 1.04e-04 	|Target 017: 1.50e-04 	|Target 018: 2.27e-04 	|Target 019: 1.62e-04
Target 020: 4.73e-04 	|Target 021: 2.18e-04 	|Target 022: 6.79e-05 	|Target 023: 1.49e-04 	|Target 024: 2.73e-04

====================
Epoch #34     | Time: 00d 00h 09m  | LR: 2.00e-03  | Epoch time:  16.18  | Train loss: 3.00e-04  | Val loss: 1.49e-04
Target 000 has maximum loss 5.12e-04; Target 007 has minimum loss 5.50e-05
Target 000: 5.12e-04 	|Target 001: 3.35e-04 	|Target 002: 7.60e-05 	|Target 003: 1.20e-04 	|Target 004: 7.35e-05
Target 005: 4.41e-04 	|Target 006: 3.83e-04 	|Target 007: 5.50e-05 	|Target 008: 1.42e-04 	|Target 009: 2.09e-04
Target 010: 1.02e-04 	|Target 011: 1.03e-04 	|Target 012: 1.71e-04 	|Target 013: 1.17e-04 	|Target 014: 5.88e-05
Target 015: 1.55e-04 	|Target 016: 1.18e-04 	|Target 017: 1.22e-04 	|Target 018: 1.81e-04 	|Target 019: 1.38e-04
Target 020: 4.63e-04 	|Target 021: 1.58e-04 	|Target 022: 6.12e-05 	|Target 023: 1.26e-04 	|Target 024: 2.09e-04

====================
Epoch #35     | Time: 00d 00h 09m  | LR: 2.00e-03  | Epoch time:  16.22  | Train loss: 2.97e-04  | Val loss: 1.35e-04
Target 006 has maximum loss 4.88e-04; Target 007 has minimum loss 4.81e-05
Target 000: 3.95e-04 	|Target 001: 3.76e-04 	|Target 002: 7.45e-05 	|Target 003: 8.06e-05 	|Target 004: 7.02e-05
Target 005: 3.82e-04 	|Target 006: 4.88e-04 	|Target 007: 4.81e-05 	|Target 008: 1.09e-04 	|Target 009: 1.41e-04
Target 010: 5.36e-05 	|Target 011: 9.30e-05 	|Target 012: 1.52e-04 	|Target 013: 1.21e-04 	|Target 014: 5.22e-05
Target 015: 1.35e-04 	|Target 016: 1.08e-04 	|Target 017: 1.21e-04 	|Target 018: 1.83e-04 	|Target 019: 1.30e-04
Target 020: 4.27e-04 	|Target 021: 1.21e-04 	|Target 022: 6.03e-05 	|Target 023: 1.15e-04 	|Target 024: 1.87e-04

====================
Epoch #36     | Time: 00d 00h 10m  | LR: 2.00e-03  | Epoch time:  16.15  | Train loss: 2.78e-04  | Val loss: 1.50e-04
Target 000 has maximum loss 5.70e-04; Target 010 has minimum loss 4.11e-05
Target 000: 5.70e-04 	|Target 001: 3.55e-04 	|Target 002: 8.21e-05 	|Target 003: 6.30e-05 	|Target 004: 7.88e-05
Target 005: 2.74e-04 	|Target 006: 5.40e-04 	|Target 007: 6.09e-05 	|Target 008: 9.73e-05 	|Target 009: 1.90e-04
Target 010: 4.11e-05 	|Target 011: 9.49e-05 	|Target 012: 1.44e-04 	|Target 013: 1.31e-04 	|Target 014: 6.05e-05
Target 015: 1.22e-04 	|Target 016: 1.06e-04 	|Target 017: 1.06e-04 	|Target 018: 2.00e-04 	|Target 019: 1.40e-04
Target 020: 4.00e-04 	|Target 021: 1.72e-04 	|Target 022: 6.32e-05 	|Target 023: 1.06e-04 	|Target 024: 2.64e-04

====================
Epoch #37     | Time: 00d 00h 10m  | LR: 2.00e-03  | Epoch time:  15.34  | Train loss: 2.77e-04  | Val loss: 1.13e-04
Target 005 has maximum loss 4.40e-04; Target 007 has minimum loss 3.42e-05
Target 000: 3.78e-04 	|Target 001: 2.28e-04 	|Target 002: 7.87e-05 	|Target 003: 9.81e-05 	|Target 004: 6.21e-05
Target 005: 4.40e-04 	|Target 006: 2.07e-04 	|Target 007: 3.42e-05 	|Target 008: 7.09e-05 	|Target 009: 1.41e-04
Target 010: 4.89e-05 	|Target 011: 8.30e-05 	|Target 012: 1.24e-04 	|Target 013: 8.75e-05 	|Target 014: 4.99e-05
Target 015: 1.17e-04 	|Target 016: 8.49e-05 	|Target 017: 1.07e-04 	|Target 018: 1.68e-04 	|Target 019: 9.86e-05
Target 020: 3.78e-04 	|Target 021: 1.40e-04 	|Target 022: 5.58e-05 	|Target 023: 9.24e-05 	|Target 024: 1.46e-04

====================
Epoch #38     | Time: 00d 00h 10m  | LR: 2.00e-03  | Epoch time:  15.70  | Train loss: 2.48e-04  | Val loss: 1.12e-04
Target 006 has maximum loss 5.53e-04; Target 010 has minimum loss 4.11e-05
Target 000: 3.86e-04 	|Target 001: 3.51e-04 	|Target 002: 7.57e-05 	|Target 003: 5.94e-05 	|Target 004: 6.30e-05
Target 005: 2.45e-04 	|Target 006: 5.53e-04 	|Target 007: 4.12e-05 	|Target 008: 8.73e-05 	|Target 009: 1.05e-04
Target 010: 4.11e-05 	|Target 011: 7.41e-05 	|Target 012: 1.36e-04 	|Target 013: 1.14e-04 	|Target 014: 4.37e-05
Target 015: 1.08e-04 	|Target 016: 8.63e-05 	|Target 017: 8.47e-05 	|Target 018: 1.55e-04 	|Target 019: 1.11e-04
Target 020: 3.52e-04 	|Target 021: 1.05e-04 	|Target 022: 4.92e-05 	|Target 023: 8.42e-05 	|Target 024: 1.54e-04

====================
Epoch #39     | Time: 00d 00h 11m  | LR: 2.00e-03  | Epoch time:  15.77  | Train loss: 2.43e-04  | Val loss: 1.16e-04
Target 000 has maximum loss 5.15e-04; Target 010 has minimum loss 4.64e-05
Target 000: 5.15e-04 	|Target 001: 1.98e-04 	|Target 002: 1.05e-04 	|Target 003: 8.80e-05 	|Target 004: 6.46e-05
Target 005: 2.70e-04 	|Target 006: 2.67e-04 	|Target 007: 9.47e-05 	|Target 008: 1.01e-04 	|Target 009: 1.30e-04
Target 010: 4.64e-05 	|Target 011: 8.48e-05 	|Target 012: 1.46e-04 	|Target 013: 1.02e-04 	|Target 014: 5.59e-05
Target 015: 1.38e-04 	|Target 016: 1.10e-04 	|Target 017: 9.19e-05 	|Target 018: 1.62e-04 	|Target 019: 1.09e-04
Target 020: 3.53e-04 	|Target 021: 1.22e-04 	|Target 022: 5.60e-05 	|Target 023: 1.18e-04 	|Target 024: 1.27e-04

====================
Epoch #40     | Time: 00d 00h 11m  | LR: 2.00e-03  | Epoch time:  15.51  | Train loss: 2.58e-04  | Val loss: 1.13e-04
Target 000 has maximum loss 5.85e-04; Target 010 has minimum loss 4.40e-05
Target 000: 5.85e-04 	|Target 001: 5.03e-04 	|Target 002: 7.39e-05 	|Target 003: 9.78e-05 	|Target 004: 6.54e-05
Target 005: 2.33e-04 	|Target 006: 4.46e-04 	|Target 007: 9.30e-05 	|Target 008: 1.02e-04 	|Target 009: 1.71e-04
Target 010: 4.40e-05 	|Target 011: 7.56e-05 	|Target 012: 1.30e-04 	|Target 013: 9.54e-05 	|Target 014: 4.83e-05
Target 015: 1.04e-04 	|Target 016: 8.58e-05 	|Target 017: 8.78e-05 	|Target 018: 1.47e-04 	|Target 019: 1.12e-04
Target 020: 3.16e-04 	|Target 021: 1.14e-04 	|Target 022: 5.45e-05 	|Target 023: 1.05e-04 	|Target 024: 1.24e-04

====================
Epoch #41     | Time: 00d 00h 11m  | LR: 2.00e-03  | Epoch time:  15.82  | Train loss: 3.46e-04  | Val loss: 2.93e-04
Target 001 has maximum loss 1.34e-03; Target 010 has minimum loss 5.67e-05
Target 000: 4.36e-04 	|Target 001: 1.34e-03 	|Target 002: 8.39e-05 	|Target 003: 1.40e-04 	|Target 004: 7.03e-05
Target 005: 4.90e-04 	|Target 006: 3.75e-04 	|Target 007: 1.47e-04 	|Target 008: 1.24e-04 	|Target 009: 4.72e-04
Target 010: 5.67e-05 	|Target 011: 1.81e-04 	|Target 012: 2.06e-04 	|Target 013: 1.82e-04 	|Target 014: 1.35e-04
Target 015: 1.19e-04 	|Target 016: 1.33e-04 	|Target 017: 2.43e-04 	|Target 018: 2.63e-04 	|Target 019: 3.27e-04
Target 020: 3.43e-04 	|Target 021: 4.16e-04 	|Target 022: 1.01e-04 	|Target 023: 3.57e-04 	|Target 024: 6.24e-04

====================
Epoch #42     | Time: 00d 00h 11m  | LR: 2.00e-03  | Epoch time:  15.52  | Train loss: 5.21e-04  | Val loss: 3.24e-04
Target 001 has maximum loss 1.24e-03; Target 011 has minimum loss 1.03e-04
Target 000: 4.19e-04 	|Target 001: 1.24e-03 	|Target 002: 2.20e-04 	|Target 003: 2.37e-04 	|Target 004: 1.26e-04
Target 005: 3.82e-04 	|Target 006: 8.54e-04 	|Target 007: 1.38e-04 	|Target 008: 2.31e-04 	|Target 009: 3.27e-04
Target 010: 1.80e-04 	|Target 011: 1.03e-04 	|Target 012: 2.37e-04 	|Target 013: 1.96e-04 	|Target 014: 1.87e-04
Target 015: 1.35e-04 	|Target 016: 1.45e-04 	|Target 017: 1.24e-04 	|Target 018: 5.04e-04 	|Target 019: 2.92e-04
Target 020: 3.79e-04 	|Target 021: 4.10e-04 	|Target 022: 1.67e-04 	|Target 023: 2.59e-04 	|Target 024: 7.34e-04

====================
Epoch #43     | Time: 00d 00h 12m  | LR: 2.00e-03  | Epoch time:  15.54  | Train loss: 7.04e-04  | Val loss: 3.11e-04
Target 005 has maximum loss 1.94e-03; Target 022 has minimum loss 6.83e-05
Target 000: 4.81e-04 	|Target 001: 1.88e-03 	|Target 002: 9.80e-05 	|Target 003: 2.02e-04 	|Target 004: 1.02e-04
Target 005: 1.94e-03 	|Target 006: 4.20e-04 	|Target 007: 9.02e-05 	|Target 008: 1.48e-04 	|Target 009: 3.16e-04
Target 010: 8.46e-05 	|Target 011: 1.05e-04 	|Target 012: 4.06e-04 	|Target 013: 2.18e-04 	|Target 014: 1.09e-04
Target 015: 1.06e-04 	|Target 016: 1.27e-04 	|Target 017: 1.95e-04 	|Target 018: 5.54e-04 	|Target 019: 1.79e-04
Target 020: 3.99e-04 	|Target 021: 1.41e-04 	|Target 022: 6.83e-05 	|Target 023: 2.43e-04 	|Target 024: 7.54e-04

====================
Epoch #44     | Time: 00d 00h 12m  | LR: 2.00e-03  | Epoch time:  15.63  | Train loss: 3.86e-04  | Val loss: 2.47e-04
Target 000 has maximum loss 5.35e-04; Target 004 has minimum loss 9.77e-05
Target 000: 5.35e-04 	|Target 001: 4.46e-04 	|Target 002: 2.05e-04 	|Target 003: 2.09e-04 	|Target 004: 9.77e-05
Target 005: 3.48e-04 	|Target 006: 4.44e-04 	|Target 007: 1.07e-04 	|Target 008: 1.52e-04 	|Target 009: 3.33e-04
Target 010: 1.72e-04 	|Target 011: 1.09e-04 	|Target 012: 1.36e-04 	|Target 013: 1.63e-04 	|Target 014: 1.59e-04
Target 015: 1.10e-04 	|Target 016: 1.40e-04 	|Target 017: 1.71e-04 	|Target 018: 3.97e-04 	|Target 019: 2.07e-04
Target 020: 2.94e-04 	|Target 021: 3.82e-04 	|Target 022: 1.00e-04 	|Target 023: 2.46e-04 	|Target 024: 4.95e-04

====================
Epoch #45     | Time: 00d 00h 12m  | LR: 2.00e-03  | Epoch time:  15.43  | Train loss: 2.32e-04  | Val loss: 8.68e-05
Target 005 has maximum loss 4.20e-04; Target 010 has minimum loss 2.65e-05
Target 000: 3.45e-04 	|Target 001: 1.39e-04 	|Target 002: 6.64e-05 	|Target 003: 5.14e-05 	|Target 004: 5.55e-05
Target 005: 4.20e-04 	|Target 006: 2.30e-04 	|Target 007: 5.45e-05 	|Target 008: 7.04e-05 	|Target 009: 1.22e-04
Target 010: 2.65e-05 	|Target 011: 5.82e-05 	|Target 012: 1.19e-04 	|Target 013: 7.03e-05 	|Target 014: 3.87e-05
Target 015: 8.02e-05 	|Target 016: 7.42e-05 	|Target 017: 6.62e-05 	|Target 018: 1.43e-04 	|Target 019: 8.15e-05
Target 020: 2.67e-04 	|Target 021: 9.49e-05 	|Target 022: 4.16e-05 	|Target 023: 8.09e-05 	|Target 024: 8.69e-05

====================
Epoch #46     | Time: 00d 00h 12m  | LR: 2.00e-03  | Epoch time:  16.34  | Train loss: 1.96e-04  | Val loss: 8.29e-05
Target 005 has maximum loss 3.88e-04; Target 007 has minimum loss 2.79e-05
Target 000: 3.39e-04 	|Target 001: 1.72e-04 	|Target 002: 6.69e-05 	|Target 003: 5.26e-05 	|Target 004: 5.68e-05
Target 005: 3.88e-04 	|Target 006: 2.84e-04 	|Target 007: 2.79e-05 	|Target 008: 5.76e-05 	|Target 009: 9.57e-05
Target 010: 2.89e-05 	|Target 011: 5.43e-05 	|Target 012: 9.99e-05 	|Target 013: 7.19e-05 	|Target 014: 3.62e-05
Target 015: 7.67e-05 	|Target 016: 6.58e-05 	|Target 017: 9.91e-05 	|Target 018: 1.18e-04 	|Target 019: 8.02e-05
Target 020: 2.50e-04 	|Target 021: 9.29e-05 	|Target 022: 4.21e-05 	|Target 023: 7.44e-05 	|Target 024: 8.26e-05

====================
Epoch #47     | Time: 00d 00h 13m  | LR: 2.00e-03  | Epoch time:  16.27  | Train loss: 1.92e-04  | Val loss: 7.99e-05
Target 000 has maximum loss 4.24e-04; Target 007 has minimum loss 2.67e-05
Target 000: 4.24e-04 	|Target 001: 1.86e-04 	|Target 002: 5.80e-05 	|Target 003: 5.80e-05 	|Target 004: 5.34e-05
Target 005: 1.49e-04 	|Target 006: 1.80e-04 	|Target 007: 2.67e-05 	|Target 008: 6.79e-05 	|Target 009: 8.96e-05
Target 010: 3.26e-05 	|Target 011: 5.20e-05 	|Target 012: 9.09e-05 	|Target 013: 8.72e-05 	|Target 014: 3.68e-05
Target 015: 7.94e-05 	|Target 016: 6.76e-05 	|Target 017: 8.22e-05 	|Target 018: 1.13e-04 	|Target 019: 8.79e-05
Target 020: 2.30e-04 	|Target 021: 8.42e-05 	|Target 022: 3.96e-05 	|Target 023: 7.48e-05 	|Target 024: 8.03e-05

====================
Epoch #48     | Time: 00d 00h 13m  | LR: 2.00e-03  | Epoch time:  16.12  | Train loss: 2.01e-04  | Val loss: 8.35e-05
Target 000 has maximum loss 3.67e-04; Target 010 has minimum loss 3.21e-05
Target 000: 3.67e-04 	|Target 001: 2.28e-04 	|Target 002: 6.49e-05 	|Target 003: 5.68e-05 	|Target 004: 6.45e-05
Target 005: 2.80e-04 	|Target 006: 2.18e-04 	|Target 007: 3.74e-05 	|Target 008: 6.48e-05 	|Target 009: 9.32e-05
Target 010: 3.21e-05 	|Target 011: 5.20e-05 	|Target 012: 8.70e-05 	|Target 013: 7.08e-05 	|Target 014: 3.88e-05
Target 015: 6.94e-05 	|Target 016: 6.66e-05 	|Target 017: 6.95e-05 	|Target 018: 1.26e-04 	|Target 019: 8.08e-05
Target 020: 2.24e-04 	|Target 021: 9.68e-05 	|Target 022: 3.98e-05 	|Target 023: 8.05e-05 	|Target 024: 1.01e-04

====================
Epoch #49     | Time: 00d 00h 13m  | LR: 2.00e-03  | Epoch time:  16.32  | Train loss: 2.21e-04  | Val loss: 9.28e-05
Target 001 has maximum loss 9.79e-04; Target 007 has minimum loss 3.49e-05
Target 000: 4.33e-04 	|Target 001: 9.79e-04 	|Target 002: 6.79e-05 	|Target 003: 7.78e-05 	|Target 004: 5.88e-05
Target 005: 2.49e-04 	|Target 006: 6.47e-04 	|Target 007: 3.49e-05 	|Target 008: 7.64e-05 	|Target 009: 1.02e-04
Target 010: 5.31e-05 	|Target 011: 5.36e-05 	|Target 012: 1.03e-04 	|Target 013: 9.25e-05 	|Target 014: 3.86e-05
Target 015: 7.71e-05 	|Target 016: 7.38e-05 	|Target 017: 7.10e-05 	|Target 018: 1.16e-04 	|Target 019: 8.34e-05
Target 020: 2.18e-04 	|Target 021: 8.64e-05 	|Target 022: 4.11e-05 	|Target 023: 7.95e-05 	|Target 024: 9.73e-05

====================
Epoch #50     | Time: 00d 00h 14m  | LR: 2.00e-03  | Epoch time:  16.24  | Train loss: 1.94e-04  | Val loss: 7.65e-05
Target 000 has maximum loss 3.81e-04; Target 007 has minimum loss 3.08e-05
Target 000: 3.81e-04 	|Target 001: 1.30e-04 	|Target 002: 5.52e-05 	|Target 003: 6.84e-05 	|Target 004: 6.95e-05
Target 005: 1.72e-04 	|Target 006: 1.79e-04 	|Target 007: 3.08e-05 	|Target 008: 6.18e-05 	|Target 009: 8.57e-05
Target 010: 4.49e-05 	|Target 011: 4.66e-05 	|Target 012: 8.58e-05 	|Target 013: 7.07e-05 	|Target 014: 3.50e-05
Target 015: 7.26e-05 	|Target 016: 7.02e-05 	|Target 017: 6.04e-05 	|Target 018: 1.10e-04 	|Target 019: 8.61e-05
Target 020: 2.01e-04 	|Target 021: 9.58e-05 	|Target 022: 3.96e-05 	|Target 023: 8.14e-05 	|Target 024: 7.51e-05

====================
Epoch #51     | Time: 00d 00h 14m  | LR: 2.00e-03  | Epoch time:  16.16  | Train loss: 1.91e-04  | Val loss: 7.41e-05
Target 000 has maximum loss 3.48e-04; Target 007 has minimum loss 2.81e-05
Target 000: 3.48e-04 	|Target 001: 2.04e-04 	|Target 002: 5.19e-05 	|Target 003: 5.22e-05 	|Target 004: 4.45e-05
Target 005: 2.00e-04 	|Target 006: 1.63e-04 	|Target 007: 2.81e-05 	|Target 008: 6.92e-05 	|Target 009: 9.70e-05
Target 010: 3.45e-05 	|Target 011: 4.67e-05 	|Target 012: 8.53e-05 	|Target 013: 6.47e-05 	|Target 014: 3.76e-05
Target 015: 6.46e-05 	|Target 016: 6.40e-05 	|Target 017: 7.54e-05 	|Target 018: 1.04e-04 	|Target 019: 7.62e-05
Target 020: 1.98e-04 	|Target 021: 8.25e-05 	|Target 022: 3.71e-05 	|Target 023: 8.15e-05 	|Target 024: 7.29e-05

====================
Epoch #52     | Time: 00d 00h 14m  | LR: 2.00e-03  | Epoch time:  15.66  | Train loss: 1.73e-04  | Val loss: 6.41e-05
Target 000 has maximum loss 3.31e-04; Target 010 has minimum loss 2.33e-05
Target 000: 3.31e-04 	|Target 001: 1.48e-04 	|Target 002: 4.40e-05 	|Target 003: 4.05e-05 	|Target 004: 4.99e-05
Target 005: 1.12e-04 	|Target 006: 1.91e-04 	|Target 007: 2.33e-05 	|Target 008: 5.22e-05 	|Target 009: 7.67e-05
Target 010: 2.33e-05 	|Target 011: 4.01e-05 	|Target 012: 7.73e-05 	|Target 013: 6.39e-05 	|Target 014: 3.03e-05
Target 015: 6.10e-05 	|Target 016: 5.32e-05 	|Target 017: 5.83e-05 	|Target 018: 9.27e-05 	|Target 019: 6.81e-05
Target 020: 1.79e-04 	|Target 021: 6.78e-05 	|Target 022: 3.36e-05 	|Target 023: 6.56e-05 	|Target 024: 6.30e-05

====================
Epoch #53     | Time: 00d 00h 14m  | LR: 2.00e-03  | Epoch time:  15.60  | Train loss: 1.60e-04  | Val loss: 6.51e-05
Target 000 has maximum loss 3.04e-04; Target 007 has minimum loss 2.52e-05
Target 000: 3.04e-04 	|Target 001: 1.67e-04 	|Target 002: 4.17e-05 	|Target 003: 4.20e-05 	|Target 004: 5.10e-05
Target 005: 1.35e-04 	|Target 006: 1.98e-04 	|Target 007: 2.52e-05 	|Target 008: 5.65e-05 	|Target 009: 7.77e-05
Target 010: 2.71e-05 	|Target 011: 3.77e-05 	|Target 012: 7.86e-05 	|Target 013: 6.10e-05 	|Target 014: 2.96e-05
Target 015: 6.06e-05 	|Target 016: 5.00e-05 	|Target 017: 5.78e-05 	|Target 018: 8.68e-05 	|Target 019: 6.83e-05
Target 020: 1.69e-04 	|Target 021: 6.89e-05 	|Target 022: 3.26e-05 	|Target 023: 6.61e-05 	|Target 024: 7.33e-05

====================
Epoch #54     | Time: 00d 00h 15m  | LR: 2.00e-03  | Epoch time:  15.59  | Train loss: 1.62e-04  | Val loss: 6.44e-05
Target 000 has maximum loss 4.17e-04; Target 007 has minimum loss 2.11e-05
Target 000: 4.17e-04 	|Target 001: 9.03e-05 	|Target 002: 4.08e-05 	|Target 003: 3.82e-05 	|Target 004: 5.54e-05
Target 005: 1.13e-04 	|Target 006: 1.28e-04 	|Target 007: 2.11e-05 	|Target 008: 5.22e-05 	|Target 009: 7.24e-05
Target 010: 2.12e-05 	|Target 011: 4.18e-05 	|Target 012: 7.66e-05 	|Target 013: 6.64e-05 	|Target 014: 2.98e-05
Target 015: 5.44e-05 	|Target 016: 4.75e-05 	|Target 017: 6.01e-05 	|Target 018: 9.31e-05 	|Target 019: 6.66e-05
Target 020: 1.61e-04 	|Target 021: 6.88e-05 	|Target 022: 3.24e-05 	|Target 023: 6.63e-05 	|Target 024: 7.18e-05

====================
Epoch #55     | Time: 00d 00h 15m  | LR: 2.00e-03  | Epoch time:  15.55  | Train loss: 1.59e-04  | Val loss: 6.19e-05
Target 000 has maximum loss 3.45e-04; Target 007 has minimum loss 2.07e-05
Target 000: 3.45e-04 	|Target 001: 2.79e-04 	|Target 002: 4.23e-05 	|Target 003: 5.60e-05 	|Target 004: 4.53e-05
Target 005: 1.25e-04 	|Target 006: 1.49e-04 	|Target 007: 2.07e-05 	|Target 008: 5.22e-05 	|Target 009: 7.83e-05
Target 010: 2.88e-05 	|Target 011: 3.71e-05 	|Target 012: 7.31e-05 	|Target 013: 6.64e-05 	|Target 014: 2.80e-05
Target 015: 5.38e-05 	|Target 016: 4.77e-05 	|Target 017: 5.67e-05 	|Target 018: 9.02e-05 	|Target 019: 6.50e-05
Target 020: 1.54e-04 	|Target 021: 7.24e-05 	|Target 022: 3.14e-05 	|Target 023: 6.49e-05 	|Target 024: 5.53e-05

====================
Epoch #56     | Time: 00d 00h 15m  | LR: 2.00e-03  | Epoch time:  15.64  | Train loss: 1.71e-04  | Val loss: 1.21e-04
Target 000 has maximum loss 3.22e-04; Target 004 has minimum loss 6.27e-05
Target 000: 3.22e-04 	|Target 001: 1.79e-04 	|Target 002: 1.12e-04 	|Target 003: 1.02e-04 	|Target 004: 6.27e-05
Target 005: 1.64e-04 	|Target 006: 3.08e-04 	|Target 007: 1.02e-04 	|Target 008: 1.83e-04 	|Target 009: 1.28e-04
Target 010: 9.80e-05 	|Target 011: 8.81e-05 	|Target 012: 1.01e-04 	|Target 013: 1.04e-04 	|Target 014: 7.27e-05
Target 015: 8.68e-05 	|Target 016: 1.63e-04 	|Target 017: 1.15e-04 	|Target 018: 1.80e-04 	|Target 019: 1.35e-04
Target 020: 1.70e-04 	|Target 021: 1.22e-04 	|Target 022: 7.02e-05 	|Target 023: 1.43e-04 	|Target 024: 1.36e-04

====================
Epoch #57     | Time: 00d 00h 15m  | LR: 2.00e-03  | Epoch time:  16.31  | Train loss: 1.85e-04  | Val loss: 8.69e-05
Target 006 has maximum loss 4.48e-04; Target 007 has minimum loss 4.85e-05
Target 000: 3.13e-04 	|Target 001: 2.96e-04 	|Target 002: 6.63e-05 	|Target 003: 6.72e-05 	|Target 004: 4.95e-05
Target 005: 1.45e-04 	|Target 006: 4.48e-04 	|Target 007: 4.85e-05 	|Target 008: 8.68e-05 	|Target 009: 9.14e-05
Target 010: 6.61e-05 	|Target 011: 6.70e-05 	|Target 012: 8.63e-05 	|Target 013: 7.38e-05 	|Target 014: 5.01e-05
Target 015: 6.54e-05 	|Target 016: 6.95e-05 	|Target 017: 8.05e-05 	|Target 018: 1.12e-04 	|Target 019: 8.79e-05
Target 020: 1.50e-04 	|Target 021: 7.82e-05 	|Target 022: 5.28e-05 	|Target 023: 8.66e-05 	|Target 024: 1.08e-04

====================
Epoch #58     | Time: 00d 00h 16m  | LR: 2.00e-03  | Epoch time:  16.13  | Train loss: 2.08e-04  | Val loss: 7.61e-05
Target 005 has maximum loss 4.42e-04; Target 010 has minimum loss 3.20e-05
Target 000: 3.81e-04 	|Target 001: 1.93e-04 	|Target 002: 4.09e-05 	|Target 003: 7.00e-05 	|Target 004: 4.42e-05
Target 005: 4.42e-04 	|Target 006: 1.70e-04 	|Target 007: 7.00e-05 	|Target 008: 6.37e-05 	|Target 009: 1.05e-04
Target 010: 3.20e-05 	|Target 011: 4.89e-05 	|Target 012: 8.75e-05 	|Target 013: 6.71e-05 	|Target 014: 3.34e-05
Target 015: 6.72e-05 	|Target 016: 8.35e-05 	|Target 017: 7.66e-05 	|Target 018: 1.09e-04 	|Target 019: 8.68e-05
Target 020: 1.26e-04 	|Target 021: 9.48e-05 	|Target 022: 3.43e-05 	|Target 023: 7.96e-05 	|Target 024: 7.31e-05

====================
Epoch #59     | Time: 00d 00h 16m  | LR: 2.00e-03  | Epoch time:  16.56  | Train loss: 1.59e-04  | Val loss: 7.33e-05
Target 000 has maximum loss 4.84e-04; Target 007 has minimum loss 2.72e-05
Target 000: 4.84e-04 	|Target 001: 2.80e-04 	|Target 002: 3.58e-05 	|Target 003: 7.24e-05 	|Target 004: 4.20e-05
Target 005: 1.56e-04 	|Target 006: 1.61e-04 	|Target 007: 2.72e-05 	|Target 008: 5.67e-05 	|Target 009: 9.55e-05
Target 010: 3.76e-05 	|Target 011: 4.73e-05 	|Target 012: 8.75e-05 	|Target 013: 7.39e-05 	|Target 014: 2.94e-05
Target 015: 5.30e-05 	|Target 016: 5.20e-05 	|Target 017: 5.96e-05 	|Target 018: 1.06e-04 	|Target 019: 7.17e-05
Target 020: 1.20e-04 	|Target 021: 8.89e-05 	|Target 022: 3.24e-05 	|Target 023: 7.85e-05 	|Target 024: 9.20e-05

====================
Epoch #60     | Time: 00d 00h 16m  | LR: 2.00e-03  | Epoch time:  16.23  | Train loss: 1.45e-04  | Val loss: 5.88e-05
Target 006 has maximum loss 3.26e-04; Target 010 has minimum loss 1.63e-05
Target 000: 3.02e-04 	|Target 001: 3.18e-04 	|Target 002: 2.91e-05 	|Target 003: 4.42e-05 	|Target 004: 4.11e-05
Target 005: 1.58e-04 	|Target 006: 3.26e-04 	|Target 007: 1.90e-05 	|Target 008: 4.53e-05 	|Target 009: 7.83e-05
Target 010: 1.63e-05 	|Target 011: 3.27e-05 	|Target 012: 6.91e-05 	|Target 013: 5.64e-05 	|Target 014: 2.43e-05
Target 015: 4.56e-05 	|Target 016: 4.21e-05 	|Target 017: 5.36e-05 	|Target 018: 8.47e-05 	|Target 019: 5.95e-05
Target 020: 1.12e-04 	|Target 021: 6.78e-05 	|Target 022: 2.76e-05 	|Target 023: 6.03e-05 	|Target 024: 6.26e-05

====================
Epoch #61     | Time: 00d 00h 17m  | LR: 2.00e-03  | Epoch time:  16.27  | Train loss: 1.42e-04  | Val loss: 6.09e-05
Target 005 has maximum loss 4.66e-04; Target 010 has minimum loss 1.94e-05
Target 000: 3.36e-04 	|Target 001: 3.51e-04 	|Target 002: 2.86e-05 	|Target 003: 4.00e-05 	|Target 004: 4.68e-05
Target 005: 4.66e-04 	|Target 006: 1.85e-04 	|Target 007: 2.01e-05 	|Target 008: 4.69e-05 	|Target 009: 6.46e-05
Target 010: 1.94e-05 	|Target 011: 3.48e-05 	|Target 012: 6.73e-05 	|Target 013: 5.16e-05 	|Target 014: 2.48e-05
Target 015: 4.28e-05 	|Target 016: 4.28e-05 	|Target 017: 5.90e-05 	|Target 018: 9.95e-05 	|Target 019: 6.15e-05
Target 020: 1.04e-04 	|Target 021: 6.44e-05 	|Target 022: 2.78e-05 	|Target 023: 6.33e-05 	|Target 024: 6.29e-05

====================
Epoch #62     | Time: 00d 00h 17m  | LR: 2.00e-03  | Epoch time:  16.26  | Train loss: 1.53e-04  | Val loss: 7.63e-05
Target 000 has maximum loss 3.97e-04; Target 010 has minimum loss 2.36e-05
Target 000: 3.97e-04 	|Target 001: 3.49e-04 	|Target 002: 3.19e-05 	|Target 003: 5.79e-05 	|Target 004: 3.62e-05
Target 005: 2.07e-04 	|Target 006: 3.24e-04 	|Target 007: 2.57e-05 	|Target 008: 4.94e-05 	|Target 009: 8.29e-05
Target 010: 2.36e-05 	|Target 011: 3.10e-05 	|Target 012: 8.14e-05 	|Target 013: 7.49e-05 	|Target 014: 2.61e-05
Target 015: 4.89e-05 	|Target 016: 5.51e-05 	|Target 017: 6.03e-05 	|Target 018: 1.31e-04 	|Target 019: 7.07e-05
Target 020: 1.02e-04 	|Target 021: 5.34e-05 	|Target 022: 2.84e-05 	|Target 023: 6.66e-05 	|Target 024: 1.30e-04

====================
Epoch #63     | Time: 00d 00h 17m  | LR: 2.00e-03  | Epoch time:  16.16  | Train loss: 2.16e-04  | Val loss: 9.80e-05
Target 001 has maximum loss 1.04e-03; Target 002 has minimum loss 2.93e-05
Target 000: 3.18e-04 	|Target 001: 1.04e-03 	|Target 002: 2.93e-05 	|Target 003: 8.31e-05 	|Target 004: 4.55e-05
Target 005: 2.56e-04 	|Target 006: 3.08e-04 	|Target 007: 6.69e-05 	|Target 008: 6.56e-05 	|Target 009: 1.72e-04
Target 010: 3.85e-05 	|Target 011: 3.46e-05 	|Target 012: 8.29e-05 	|Target 013: 6.84e-05 	|Target 014: 3.44e-05
Target 015: 6.36e-05 	|Target 016: 9.37e-05 	|Target 017: 6.51e-05 	|Target 018: 1.05e-04 	|Target 019: 8.04e-05
Target 020: 9.95e-05 	|Target 021: 1.34e-04 	|Target 022: 3.21e-05 	|Target 023: 1.30e-04 	|Target 024: 1.56e-04

====================
Epoch #64     | Time: 00d 00h 17m  | LR: 2.00e-03  | Epoch time:  15.82  | Train loss: 1.58e-04  | Val loss: 6.75e-05
Target 001 has maximum loss 3.03e-04; Target 014 has minimum loss 2.50e-05
Target 000: 2.86e-04 	|Target 001: 3.03e-04 	|Target 002: 3.49e-05 	|Target 003: 6.43e-05 	|Target 004: 4.05e-05
Target 005: 1.24e-04 	|Target 006: 2.03e-04 	|Target 007: 3.78e-05 	|Target 008: 5.91e-05 	|Target 009: 1.05e-04
Target 010: 3.81e-05 	|Target 011: 4.12e-05 	|Target 012: 8.62e-05 	|Target 013: 5.94e-05 	|Target 014: 2.50e-05
Target 015: 4.89e-05 	|Target 016: 5.86e-05 	|Target 017: 5.32e-05 	|Target 018: 1.00e-04 	|Target 019: 6.88e-05
Target 020: 9.17e-05 	|Target 021: 9.08e-05 	|Target 022: 2.90e-05 	|Target 023: 7.21e-05 	|Target 024: 8.38e-05

====================
Epoch #65     | Time: 00d 00h 18m  | LR: 2.00e-03  | Epoch time:  15.67  | Train loss: 1.55e-04  | Val loss: 5.47e-05
Target 000 has maximum loss 3.87e-04; Target 014 has minimum loss 2.51e-05
Target 000: 3.87e-04 	|Target 001: 1.11e-04 	|Target 002: 3.15e-05 	|Target 003: 4.81e-05 	|Target 004: 3.47e-05
Target 005: 1.33e-04 	|Target 006: 1.55e-04 	|Target 007: 3.30e-05 	|Target 008: 6.09e-05 	|Target 009: 6.05e-05
Target 010: 3.29e-05 	|Target 011: 4.27e-05 	|Target 012: 6.38e-05 	|Target 013: 4.72e-05 	|Target 014: 2.51e-05
Target 015: 4.58e-05 	|Target 016: 5.21e-05 	|Target 017: 5.22e-05 	|Target 018: 7.80e-05 	|Target 019: 6.33e-05
Target 020: 8.60e-05 	|Target 021: 6.15e-05 	|Target 022: 2.65e-05 	|Target 023: 5.96e-05 	|Target 024: 5.68e-05

====================
Epoch #66     | Time: 00d 00h 18m  | LR: 2.00e-03  | Epoch time:  15.93  | Train loss: 1.36e-04  | Val loss: 5.29e-05
Target 000 has maximum loss 2.90e-04; Target 007 has minimum loss 2.12e-05
Target 000: 2.90e-04 	|Target 001: 1.25e-04 	|Target 002: 2.36e-05 	|Target 003: 3.71e-05 	|Target 004: 3.74e-05
Target 005: 9.69e-05 	|Target 006: 1.88e-04 	|Target 007: 2.12e-05 	|Target 008: 4.82e-05 	|Target 009: 5.58e-05
Target 010: 2.52e-05 	|Target 011: 3.26e-05 	|Target 012: 6.40e-05 	|Target 013: 5.11e-05 	|Target 014: 2.42e-05
Target 015: 3.84e-05 	|Target 016: 3.98e-05 	|Target 017: 5.03e-05 	|Target 018: 7.88e-05 	|Target 019: 5.94e-05
Target 020: 7.86e-05 	|Target 021: 5.65e-05 	|Target 022: 2.58e-05 	|Target 023: 6.38e-05 	|Target 024: 6.03e-05

====================
Epoch #67     | Time: 00d 00h 18m  | LR: 2.00e-03  | Epoch time:  15.75  | Train loss: 1.35e-04  | Val loss: 6.03e-05
Target 000 has maximum loss 6.58e-04; Target 007 has minimum loss 2.53e-05
Target 000: 6.58e-04 	|Target 001: 1.60e-04 	|Target 002: 2.95e-05 	|Target 003: 4.41e-05 	|Target 004: 3.55e-05
Target 005: 2.45e-04 	|Target 006: 3.80e-04 	|Target 007: 2.53e-05 	|Target 008: 4.65e-05 	|Target 009: 6.53e-05
Target 010: 2.95e-05 	|Target 011: 3.33e-05 	|Target 012: 6.55e-05 	|Target 013: 5.29e-05 	|Target 014: 2.62e-05
Target 015: 4.01e-05 	|Target 016: 3.86e-05 	|Target 017: 4.87e-05 	|Target 018: 7.73e-05 	|Target 019: 6.14e-05
Target 020: 7.83e-05 	|Target 021: 5.51e-05 	|Target 022: 2.74e-05 	|Target 023: 5.98e-05 	|Target 024: 7.60e-05

====================
Epoch #68     | Time: 00d 00h 18m  | LR: 2.00e-03  | Epoch time:  15.57  | Train loss: 1.33e-04  | Val loss: 5.28e-05
Target 005 has maximum loss 3.54e-04; Target 010 has minimum loss 1.74e-05
Target 000: 2.76e-04 	|Target 001: 2.51e-04 	|Target 002: 2.36e-05 	|Target 003: 3.34e-05 	|Target 004: 2.95e-05
Target 005: 3.54e-04 	|Target 006: 2.25e-04 	|Target 007: 1.97e-05 	|Target 008: 4.61e-05 	|Target 009: 5.84e-05
Target 010: 1.74e-05 	|Target 011: 2.91e-05 	|Target 012: 6.27e-05 	|Target 013: 5.29e-05 	|Target 014: 2.39e-05
Target 015: 4.20e-05 	|Target 016: 4.75e-05 	|Target 017: 5.17e-05 	|Target 018: 7.32e-05 	|Target 019: 5.56e-05
Target 020: 7.47e-05 	|Target 021: 5.06e-05 	|Target 022: 2.42e-05 	|Target 023: 5.87e-05 	|Target 024: 5.48e-05

====================
Epoch #69     | Time: 00d 00h 19m  | LR: 2.00e-03  | Epoch time:  15.64  | Train loss: 1.25e-04  | Val loss: 4.90e-05
Target 000 has maximum loss 2.65e-04; Target 010 has minimum loss 1.74e-05
Target 000: 2.65e-04 	|Target 001: 2.32e-04 	|Target 002: 2.75e-05 	|Target 003: 3.05e-05 	|Target 004: 3.01e-05
Target 005: 1.49e-04 	|Target 006: 2.02e-04 	|Target 007: 1.92e-05 	|Target 008: 3.82e-05 	|Target 009: 5.17e-05
Target 010: 1.74e-05 	|Target 011: 2.61e-05 	|Target 012: 7.19e-05 	|Target 013: 4.31e-05 	|Target 014: 2.16e-05
Target 015: 3.76e-05 	|Target 016: 3.79e-05 	|Target 017: 4.23e-05 	|Target 018: 7.53e-05 	|Target 019: 5.68e-05
Target 020: 7.03e-05 	|Target 021: 4.81e-05 	|Target 022: 2.26e-05 	|Target 023: 5.41e-05 	|Target 024: 5.24e-05

====================
Epoch #70     | Time: 00d 00h 19m  | LR: 2.00e-03  | Epoch time:  15.57  | Train loss: 1.19e-04  | Val loss: 4.75e-05
Target 000 has maximum loss 4.81e-04; Target 010 has minimum loss 1.24e-05
Target 000: 4.81e-04 	|Target 001: 1.73e-04 	|Target 002: 1.98e-05 	|Target 003: 2.40e-05 	|Target 004: 2.78e-05
Target 005: 1.17e-04 	|Target 006: 2.55e-04 	|Target 007: 2.69e-05 	|Target 008: 3.62e-05 	|Target 009: 5.47e-05
Target 010: 1.24e-05 	|Target 011: 2.57e-05 	|Target 012: 6.73e-05 	|Target 013: 4.28e-05 	|Target 014: 1.96e-05
Target 015: 3.49e-05 	|Target 016: 3.30e-05 	|Target 017: 4.43e-05 	|Target 018: 6.70e-05 	|Target 019: 4.99e-05
Target 020: 6.75e-05 	|Target 021: 4.91e-05 	|Target 022: 2.10e-05 	|Target 023: 5.30e-05 	|Target 024: 4.89e-05

====================
Epoch #71     | Time: 00d 00h 19m  | LR: 2.00e-03  | Epoch time:  16.33  | Train loss: 1.22e-04  | Val loss: 6.17e-05
Target 000 has maximum loss 4.17e-04; Target 007 has minimum loss 1.61e-05
Target 000: 4.17e-04 	|Target 001: 1.71e-04 	|Target 002: 3.56e-05 	|Target 003: 4.76e-05 	|Target 004: 3.22e-05
Target 005: 1.44e-04 	|Target 006: 2.49e-04 	|Target 007: 1.61e-05 	|Target 008: 5.34e-05 	|Target 009: 7.37e-05
Target 010: 2.34e-05 	|Target 011: 2.46e-05 	|Target 012: 8.15e-05 	|Target 013: 4.78e-05 	|Target 014: 2.60e-05
Target 015: 3.91e-05 	|Target 016: 4.63e-05 	|Target 017: 5.52e-05 	|Target 018: 1.04e-04 	|Target 019: 6.70e-05
Target 020: 6.60e-05 	|Target 021: 9.03e-05 	|Target 022: 2.56e-05 	|Target 023: 6.58e-05 	|Target 024: 7.63e-05

====================
Epoch #72     | Time: 00d 00h 19m  | LR: 2.00e-03  | Epoch time:  16.15  | Train loss: 1.24e-04  | Val loss: 5.31e-05
Target 000 has maximum loss 3.14e-04; Target 007 has minimum loss 1.77e-05
Target 000: 3.14e-04 	|Target 001: 9.18e-05 	|Target 002: 2.13e-05 	|Target 003: 3.68e-05 	|Target 004: 2.98e-05
Target 005: 2.02e-04 	|Target 006: 1.63e-04 	|Target 007: 1.77e-05 	|Target 008: 5.70e-05 	|Target 009: 5.30e-05
Target 010: 2.03e-05 	|Target 011: 2.88e-05 	|Target 012: 6.49e-05 	|Target 013: 6.23e-05 	|Target 014: 2.33e-05
Target 015: 4.16e-05 	|Target 016: 5.30e-05 	|Target 017: 6.18e-05 	|Target 018: 7.06e-05 	|Target 019: 5.63e-05
Target 020: 6.29e-05 	|Target 021: 5.39e-05 	|Target 022: 2.25e-05 	|Target 023: 6.27e-05 	|Target 024: 6.26e-05

====================
Epoch #73     | Time: 00d 00h 20m  | LR: 2.00e-03  | Epoch time:  16.19  | Train loss: 1.19e-04  | Val loss: 5.59e-05
Target 006 has maximum loss 7.01e-04; Target 010 has minimum loss 1.69e-05
Target 000: 3.41e-04 	|Target 001: 2.74e-04 	|Target 002: 2.31e-05 	|Target 003: 3.93e-05 	|Target 004: 3.05e-05
Target 005: 1.87e-04 	|Target 006: 7.01e-04 	|Target 007: 2.23e-05 	|Target 008: 4.91e-05 	|Target 009: 6.74e-05
Target 010: 1.69e-05 	|Target 011: 2.55e-05 	|Target 012: 6.20e-05 	|Target 013: 4.25e-05 	|Target 014: 2.19e-05
Target 015: 3.71e-05 	|Target 016: 5.61e-05 	|Target 017: 4.77e-05 	|Target 018: 8.18e-05 	|Target 019: 5.57e-05
Target 020: 6.44e-05 	|Target 021: 6.04e-05 	|Target 022: 2.23e-05 	|Target 023: 5.84e-05 	|Target 024: 6.13e-05

====================
Epoch #74     | Time: 00d 00h 20m  | LR: 2.00e-03  | Epoch time:  15.60  | Train loss: 1.83e-04  | Val loss: 8.68e-05
Target 001 has maximum loss 6.44e-04; Target 022 has minimum loss 3.58e-05
Target 000: 3.46e-04 	|Target 001: 6.44e-04 	|Target 002: 4.38e-05 	|Target 003: 8.18e-05 	|Target 004: 3.74e-05
Target 005: 3.60e-04 	|Target 006: 1.67e-04 	|Target 007: 5.55e-05 	|Target 008: 9.91e-05 	|Target 009: 1.48e-04
Target 010: 5.24e-05 	|Target 011: 5.53e-05 	|Target 012: 7.75e-05 	|Target 013: 7.04e-05 	|Target 014: 3.67e-05
Target 015: 7.52e-05 	|Target 016: 6.93e-05 	|Target 017: 6.58e-05 	|Target 018: 1.21e-04 	|Target 019: 9.69e-05
Target 020: 7.02e-05 	|Target 021: 1.35e-04 	|Target 022: 3.58e-05 	|Target 023: 1.02e-04 	|Target 024: 1.01e-04

====================
Epoch #75     | Time: 00d 00h 20m  | LR: 2.00e-03  | Epoch time:  15.64  | Train loss: 1.64e-04  | Val loss: 9.79e-05
Target 000 has maximum loss 5.67e-04; Target 022 has minimum loss 3.23e-05
Target 000: 5.67e-04 	|Target 001: 5.65e-04 	|Target 002: 3.71e-05 	|Target 003: 4.93e-05 	|Target 004: 3.36e-05
Target 005: 1.73e-04 	|Target 006: 2.21e-04 	|Target 007: 7.41e-05 	|Target 008: 9.33e-05 	|Target 009: 2.46e-04
Target 010: 3.43e-05 	|Target 011: 4.85e-05 	|Target 012: 1.09e-04 	|Target 013: 8.00e-05 	|Target 014: 3.53e-05
Target 015: 5.42e-05 	|Target 016: 7.10e-05 	|Target 017: 7.47e-05 	|Target 018: 9.05e-05 	|Target 019: 1.43e-04
Target 020: 1.04e-04 	|Target 021: 1.78e-04 	|Target 022: 3.23e-05 	|Target 023: 1.19e-04 	|Target 024: 1.07e-04

====================
Epoch #76     | Time: 00d 00h 21m  | LR: 2.00e-03  | Epoch time:  15.71  | Train loss: 1.41e-04  | Val loss: 7.62e-05
Target 001 has maximum loss 3.57e-04; Target 007 has minimum loss 2.50e-05
Target 000: 2.74e-04 	|Target 001: 3.57e-04 	|Target 002: 4.05e-05 	|Target 003: 5.60e-05 	|Target 004: 3.04e-05
Target 005: 1.16e-04 	|Target 006: 2.12e-04 	|Target 007: 2.50e-05 	|Target 008: 5.83e-05 	|Target 009: 1.23e-04
Target 010: 4.71e-05 	|Target 011: 2.87e-05 	|Target 012: 6.10e-05 	|Target 013: 5.53e-05 	|Target 014: 2.56e-05
Target 015: 4.07e-05 	|Target 016: 4.68e-05 	|Target 017: 7.56e-05 	|Target 018: 1.77e-04 	|Target 019: 7.49e-05
Target 020: 6.40e-05 	|Target 021: 7.83e-05 	|Target 022: 2.67e-05 	|Target 023: 7.48e-05 	|Target 024: 1.23e-04

====================
Epoch #77     | Time: 00d 00h 21m  | LR: 2.00e-03  | Epoch time:  15.62  | Train loss: 1.70e-04  | Val loss: 7.77e-05
Target 000 has maximum loss 4.24e-04; Target 014 has minimum loss 3.35e-05
Target 000: 4.24e-04 	|Target 001: 2.37e-04 	|Target 002: 4.59e-05 	|Target 003: 8.56e-05 	|Target 004: 3.49e-05
Target 005: 3.53e-04 	|Target 006: 2.30e-04 	|Target 007: 4.78e-05 	|Target 008: 6.20e-05 	|Target 009: 1.39e-04
Target 010: 1.26e-04 	|Target 011: 6.62e-05 	|Target 012: 6.31e-05 	|Target 013: 4.74e-05 	|Target 014: 3.35e-05
Target 015: 3.64e-05 	|Target 016: 5.63e-05 	|Target 017: 5.46e-05 	|Target 018: 7.68e-05 	|Target 019: 7.12e-05
Target 020: 6.06e-05 	|Target 021: 1.17e-04 	|Target 022: 3.38e-05 	|Target 023: 1.05e-04 	|Target 024: 1.09e-04

====================
Epoch #78     | Time: 00d 00h 21m  | LR: 2.00e-03  | Epoch time:  15.82  | Train loss: 1.94e-04  | Val loss: 7.31e-05
Target 005 has maximum loss 4.88e-04; Target 010 has minimum loss 1.30e-05
Target 000: 3.43e-04 	|Target 001: 3.81e-04 	|Target 002: 2.53e-05 	|Target 003: 3.22e-05 	|Target 004: 2.99e-05
Target 005: 4.88e-04 	|Target 006: 1.62e-04 	|Target 007: 3.32e-05 	|Target 008: 6.58e-05 	|Target 009: 7.75e-05
Target 010: 1.30e-05 	|Target 011: 2.68e-05 	|Target 012: 7.00e-05 	|Target 013: 8.11e-05 	|Target 014: 2.86e-05
Target 015: 4.74e-05 	|Target 016: 8.06e-05 	|Target 017: 5.74e-05 	|Target 018: 8.22e-05 	|Target 019: 7.78e-05
Target 020: 5.70e-05 	|Target 021: 7.30e-05 	|Target 022: 2.67e-05 	|Target 023: 6.24e-05 	|Target 024: 1.31e-04

====================
Epoch #79     | Time: 00d 00h 21m  | LR: 2.00e-03  | Epoch time:  15.69  | Train loss: 1.52e-04  | Val loss: 9.21e-05
Target 001 has maximum loss 8.42e-04; Target 002 has minimum loss 1.82e-05
Target 000: 4.06e-04 	|Target 001: 8.42e-04 	|Target 002: 1.82e-05 	|Target 003: 5.39e-05 	|Target 004: 2.83e-05
Target 005: 2.55e-04 	|Target 006: 3.92e-04 	|Target 007: 2.15e-05 	|Target 008: 8.26e-05 	|Target 009: 3.11e-04
Target 010: 2.18e-05 	|Target 011: 2.22e-05 	|Target 012: 9.89e-05 	|Target 013: 7.85e-05 	|Target 014: 2.73e-05
Target 015: 4.92e-05 	|Target 016: 1.07e-04 	|Target 017: 4.94e-05 	|Target 018: 8.95e-05 	|Target 019: 1.16e-04
Target 020: 7.70e-05 	|Target 021: 1.74e-04 	|Target 022: 2.26e-05 	|Target 023: 9.29e-05 	|Target 024: 1.14e-04

====================
Epoch #80     | Time: 00d 00h 22m  | LR: 2.00e-03  | Epoch time:  15.81  | Train loss: 1.33e-04  | Val loss: 5.31e-05
Target 000 has maximum loss 2.57e-04; Target 014 has minimum loss 1.96e-05
Target 000: 2.57e-04 	|Target 001: 2.20e-04 	|Target 002: 2.25e-05 	|Target 003: 3.05e-05 	|Target 004: 2.62e-05
Target 005: 1.63e-04 	|Target 006: 2.56e-04 	|Target 007: 4.05e-05 	|Target 008: 3.90e-05 	|Target 009: 7.76e-05
Target 010: 2.03e-05 	|Target 011: 2.36e-05 	|Target 012: 5.76e-05 	|Target 013: 4.22e-05 	|Target 014: 1.96e-05
Target 015: 3.51e-05 	|Target 016: 4.69e-05 	|Target 017: 4.15e-05 	|Target 018: 7.41e-05 	|Target 019: 5.02e-05
Target 020: 5.47e-05 	|Target 021: 5.17e-05 	|Target 022: 2.19e-05 	|Target 023: 6.78e-05 	|Target 024: 7.71e-05

====================
Epoch #81     | Time: 00d 00h 22m  | LR: 2.00e-03  | Epoch time:  15.69  | Train loss: 1.14e-04  | Val loss: 4.80e-05
Target 000 has maximum loss 2.41e-04; Target 010 has minimum loss 1.29e-05
Target 000: 2.41e-04 	|Target 001: 1.46e-04 	|Target 002: 1.68e-05 	|Target 003: 2.39e-05 	|Target 004: 2.35e-05
Target 005: 1.35e-04 	|Target 006: 1.79e-04 	|Target 007: 1.83e-05 	|Target 008: 4.29e-05 	|Target 009: 5.79e-05
Target 010: 1.29e-05 	|Target 011: 2.16e-05 	|Target 012: 6.49e-05 	|Target 013: 6.05e-05 	|Target 014: 2.02e-05
Target 015: 3.03e-05 	|Target 016: 3.00e-05 	|Target 017: 4.85e-05 	|Target 018: 7.33e-05 	|Target 019: 4.57e-05
Target 020: 4.98e-05 	|Target 021: 4.92e-05 	|Target 022: 1.90e-05 	|Target 023: 5.26e-05 	|Target 024: 6.52e-05

====================
Epoch #82     | Time: 00d 00h 22m  | LR: 2.00e-03  | Epoch time:  15.68  | Train loss: 1.08e-04  | Val loss: 5.61e-05
Target 000 has maximum loss 4.40e-04; Target 010 has minimum loss 1.16e-05
Target 000: 4.40e-04 	|Target 001: 2.37e-04 	|Target 002: 1.56e-05 	|Target 003: 2.49e-05 	|Target 004: 2.33e-05
Target 005: 2.25e-04 	|Target 006: 1.34e-04 	|Target 007: 2.84e-05 	|Target 008: 4.04e-05 	|Target 009: 6.69e-05
Target 010: 1.16e-05 	|Target 011: 3.31e-05 	|Target 012: 7.15e-05 	|Target 013: 5.52e-05 	|Target 014: 2.28e-05
Target 015: 3.06e-05 	|Target 016: 4.48e-05 	|Target 017: 4.71e-05 	|Target 018: 7.26e-05 	|Target 019: 6.90e-05
Target 020: 4.94e-05 	|Target 021: 6.00e-05 	|Target 022: 2.29e-05 	|Target 023: 6.08e-05 	|Target 024: 7.67e-05

====================
Epoch #83     | Time: 00d 00h 22m  | LR: 2.00e-03  | Epoch time:  15.88  | Train loss: 1.06e-04  | Val loss: 5.23e-05
Target 000 has maximum loss 3.62e-04; Target 010 has minimum loss 1.46e-05
Target 000: 3.62e-04 	|Target 001: 1.69e-04 	|Target 002: 1.67e-05 	|Target 003: 2.31e-05 	|Target 004: 2.33e-05
Target 005: 1.30e-04 	|Target 006: 1.81e-04 	|Target 007: 3.09e-05 	|Target 008: 3.89e-05 	|Target 009: 6.46e-05
Target 010: 1.46e-05 	|Target 011: 2.27e-05 	|Target 012: 7.25e-05 	|Target 013: 5.16e-05 	|Target 014: 2.07e-05
Target 015: 3.58e-05 	|Target 016: 4.56e-05 	|Target 017: 5.94e-05 	|Target 018: 8.20e-05 	|Target 019: 4.72e-05
Target 020: 4.87e-05 	|Target 021: 6.87e-05 	|Target 022: 1.99e-05 	|Target 023: 4.94e-05 	|Target 024: 7.33e-05

====================
Epoch #84     | Time: 00d 00h 23m  | LR: 2.00e-03  | Epoch time:  15.56  | Train loss: 1.08e-04  | Val loss: 5.59e-05
Target 001 has maximum loss 5.63e-04; Target 014 has minimum loss 1.73e-05
Target 000: 5.46e-04 	|Target 001: 5.63e-04 	|Target 002: 2.12e-05 	|Target 003: 4.91e-05 	|Target 004: 3.38e-05
Target 005: 1.45e-04 	|Target 006: 2.11e-04 	|Target 007: 1.92e-05 	|Target 008: 4.80e-05 	|Target 009: 5.39e-05
Target 010: 3.63e-05 	|Target 011: 2.13e-05 	|Target 012: 1.15e-04 	|Target 013: 4.33e-05 	|Target 014: 1.73e-05
Target 015: 3.34e-05 	|Target 016: 3.82e-05 	|Target 017: 8.12e-05 	|Target 018: 8.53e-05 	|Target 019: 4.81e-05
Target 020: 4.95e-05 	|Target 021: 3.90e-05 	|Target 022: 1.76e-05 	|Target 023: 4.88e-05 	|Target 024: 5.62e-05

====================
Epoch #85     | Time: 00d 00h 23m  | LR: 2.00e-03  | Epoch time:  16.07  | Train loss: 1.53e-04  | Val loss: 9.27e-05
Target 000 has maximum loss 6.29e-04; Target 002 has minimum loss 2.90e-05
Target 000: 6.29e-04 	|Target 001: 5.27e-04 	|Target 002: 2.90e-05 	|Target 003: 1.06e-04 	|Target 004: 8.38e-05
Target 005: 2.59e-04 	|Target 006: 1.96e-04 	|Target 007: 3.40e-05 	|Target 008: 8.27e-05 	|Target 009: 8.59e-05
Target 010: 3.52e-05 	|Target 011: 6.28e-05 	|Target 012: 9.17e-05 	|Target 013: 8.04e-05 	|Target 014: 4.78e-05
Target 015: 6.20e-05 	|Target 016: 8.36e-05 	|Target 017: 7.20e-05 	|Target 018: 1.44e-04 	|Target 019: 9.57e-05
Target 020: 8.10e-05 	|Target 021: 9.03e-05 	|Target 022: 3.94e-05 	|Target 023: 9.99e-05 	|Target 024: 1.25e-04

====================
Epoch #86     | Time: 00d 00h 23m  | LR: 2.00e-03  | Epoch time:  15.70  | Train loss: 1.47e-04  | Val loss: 7.35e-05
Target 000 has maximum loss 4.89e-04; Target 022 has minimum loss 2.77e-05
Target 000: 4.89e-04 	|Target 001: 1.88e-04 	|Target 002: 2.98e-05 	|Target 003: 6.09e-05 	|Target 004: 2.82e-05
Target 005: 4.15e-04 	|Target 006: 4.23e-04 	|Target 007: 5.18e-05 	|Target 008: 6.04e-05 	|Target 009: 1.12e-04
Target 010: 4.50e-05 	|Target 011: 3.86e-05 	|Target 012: 6.03e-05 	|Target 013: 5.51e-05 	|Target 014: 3.37e-05
Target 015: 3.74e-05 	|Target 016: 5.03e-05 	|Target 017: 7.16e-05 	|Target 018: 1.05e-04 	|Target 019: 7.57e-05
Target 020: 5.29e-05 	|Target 021: 8.98e-05 	|Target 022: 2.77e-05 	|Target 023: 7.30e-05 	|Target 024: 1.03e-04

====================
Epoch #87     | Time: 00d 00h 24m  | LR: 2.00e-03  | Epoch time:  15.67  | Train loss: 1.46e-04  | Val loss: 8.98e-05
Target 001 has maximum loss 9.14e-04; Target 002 has minimum loss 2.42e-05
Target 000: 5.66e-04 	|Target 001: 9.14e-04 	|Target 002: 2.42e-05 	|Target 003: 3.26e-05 	|Target 004: 3.29e-05
Target 005: 1.61e-04 	|Target 006: 2.20e-04 	|Target 007: 5.61e-05 	|Target 008: 6.39e-05 	|Target 009: 1.02e-04
Target 010: 6.99e-05 	|Target 011: 4.01e-05 	|Target 012: 9.27e-05 	|Target 013: 9.43e-05 	|Target 014: 4.79e-05
Target 015: 3.19e-05 	|Target 016: 5.67e-05 	|Target 017: 6.16e-05 	|Target 018: 1.18e-04 	|Target 019: 8.63e-05
Target 020: 4.81e-05 	|Target 021: 1.19e-04 	|Target 022: 3.74e-05 	|Target 023: 1.04e-04 	|Target 024: 1.30e-04

====================
Epoch #88     | Time: 00d 00h 24m  | LR: 2.00e-03  | Epoch time:  15.69  | Train loss: 2.82e-04  | Val loss: 2.23e-04
Target 001 has maximum loss 2.28e-03; Target 002 has minimum loss 4.14e-05
Target 000: 3.43e-04 	|Target 001: 2.28e-03 	|Target 002: 4.14e-05 	|Target 003: 3.68e-04 	|Target 004: 6.86e-05
Target 005: 1.05e-04 	|Target 006: 1.03e-03 	|Target 007: 2.29e-04 	|Target 008: 5.71e-05 	|Target 009: 2.98e-04
Target 010: 1.33e-04 	|Target 011: 8.08e-05 	|Target 012: 1.26e-04 	|Target 013: 9.29e-05 	|Target 014: 2.35e-04
Target 015: 6.43e-05 	|Target 016: 2.29e-04 	|Target 017: 1.22e-04 	|Target 018: 2.62e-04 	|Target 019: 1.67e-04
Target 020: 7.54e-05 	|Target 021: 3.67e-04 	|Target 022: 1.09e-04 	|Target 023: 4.46e-04 	|Target 024: 2.62e-04

====================
Epoch #89     | Time: 00d 00h 24m  | LR: 2.00e-03  | Epoch time:  15.65  | Train loss: 2.54e-04  | Val loss: 8.31e-05
Target 005 has maximum loss 3.41e-04; Target 002 has minimum loss 2.49e-05
Target 000: 3.29e-04 	|Target 001: 1.62e-04 	|Target 002: 2.49e-05 	|Target 003: 7.59e-05 	|Target 004: 2.94e-05
Target 005: 3.41e-04 	|Target 006: 3.00e-04 	|Target 007: 3.06e-05 	|Target 008: 5.92e-05 	|Target 009: 1.13e-04
Target 010: 5.18e-05 	|Target 011: 4.07e-05 	|Target 012: 7.54e-05 	|Target 013: 9.48e-05 	|Target 014: 4.02e-05
Target 015: 4.60e-05 	|Target 016: 5.30e-05 	|Target 017: 6.47e-05 	|Target 018: 1.29e-04 	|Target 019: 6.45e-05
Target 020: 5.58e-05 	|Target 021: 7.10e-05 	|Target 022: 2.57e-05 	|Target 023: 1.10e-04 	|Target 024: 1.41e-04

====================
Epoch #90     | Time: 00d 00h 24m  | LR: 2.00e-03  | Epoch time:  15.69  | Train loss: 1.38e-04  | Val loss: 6.71e-05
Target 006 has maximum loss 1.16e-03; Target 002 has minimum loss 1.55e-05
Target 000: 3.09e-04 	|Target 001: 8.46e-04 	|Target 002: 1.55e-05 	|Target 003: 4.90e-05 	|Target 004: 2.22e-05
Target 005: 6.59e-04 	|Target 006: 1.16e-03 	|Target 007: 2.58e-05 	|Target 008: 3.98e-05 	|Target 009: 8.10e-05
Target 010: 2.82e-05 	|Target 011: 2.13e-05 	|Target 012: 6.49e-05 	|Target 013: 5.80e-05 	|Target 014: 1.76e-05
Target 015: 3.71e-05 	|Target 016: 5.03e-05 	|Target 017: 7.31e-05 	|Target 018: 8.62e-05 	|Target 019: 5.44e-05
Target 020: 4.25e-05 	|Target 021: 4.67e-05 	|Target 022: 1.90e-05 	|Target 023: 4.71e-05 	|Target 024: 7.95e-05

====================
Epoch #91     | Time: 00d 00h 25m  | LR: 2.00e-03  | Epoch time:  15.81  | Train loss: 1.11e-04  | Val loss: 5.26e-05
Target 000 has maximum loss 4.37e-04; Target 014 has minimum loss 1.82e-05
Target 000: 4.37e-04 	|Target 001: 2.05e-04 	|Target 002: 1.85e-05 	|Target 003: 2.91e-05 	|Target 004: 2.01e-05
Target 005: 1.11e-04 	|Target 006: 4.08e-04 	|Target 007: 3.49e-05 	|Target 008: 3.60e-05 	|Target 009: 5.45e-05
Target 010: 2.35e-05 	|Target 011: 2.13e-05 	|Target 012: 6.31e-05 	|Target 013: 5.31e-05 	|Target 014: 1.82e-05
Target 015: 2.89e-05 	|Target 016: 3.02e-05 	|Target 017: 5.16e-05 	|Target 018: 7.85e-05 	|Target 019: 4.19e-05
Target 020: 4.30e-05 	|Target 021: 3.56e-05 	|Target 022: 1.88e-05 	|Target 023: 4.29e-05 	|Target 024: 8.99e-05

====================
Epoch #92     | Time: 00d 00h 25m  | LR: 2.00e-03  | Epoch time:  15.70  | Train loss: 1.01e-04  | Val loss: 4.34e-05
Target 000 has maximum loss 5.90e-04; Target 007 has minimum loss 1.29e-05
Target 000: 5.90e-04 	|Target 001: 1.31e-04 	|Target 002: 1.47e-05 	|Target 003: 2.34e-05 	|Target 004: 1.92e-05
Target 005: 1.01e-04 	|Target 006: 1.39e-04 	|Target 007: 1.29e-05 	|Target 008: 4.03e-05 	|Target 009: 4.41e-05
Target 010: 1.48e-05 	|Target 011: 2.08e-05 	|Target 012: 4.87e-05 	|Target 013: 5.29e-05 	|Target 014: 1.49e-05
Target 015: 2.99e-05 	|Target 016: 4.84e-05 	|Target 017: 3.83e-05 	|Target 018: 5.83e-05 	|Target 019: 4.63e-05
Target 020: 3.95e-05 	|Target 021: 3.61e-05 	|Target 022: 1.56e-05 	|Target 023: 4.59e-05 	|Target 024: 5.76e-05

====================
Epoch #93     | Time: 00d 00h 25m  | LR: 2.00e-03  | Epoch time:  15.86  | Train loss: 9.64e-05  | Val loss: 3.69e-05
Target 000 has maximum loss 3.48e-04; Target 002 has minimum loss 1.32e-05
Target 000: 3.48e-04 	|Target 001: 7.50e-05 	|Target 002: 1.32e-05 	|Target 003: 2.87e-05 	|Target 004: 1.85e-05
Target 005: 8.35e-05 	|Target 006: 1.13e-04 	|Target 007: 1.52e-05 	|Target 008: 2.98e-05 	|Target 009: 4.79e-05
Target 010: 1.33e-05 	|Target 011: 1.81e-05 	|Target 012: 4.35e-05 	|Target 013: 3.97e-05 	|Target 014: 1.47e-05
Target 015: 2.73e-05 	|Target 016: 3.36e-05 	|Target 017: 3.58e-05 	|Target 018: 5.75e-05 	|Target 019: 3.89e-05
Target 020: 3.63e-05 	|Target 021: 4.64e-05 	|Target 022: 1.67e-05 	|Target 023: 4.42e-05 	|Target 024: 4.13e-05

====================
Epoch #94     | Time: 00d 00h 25m  | LR: 2.00e-03  | Epoch time:  16.42  | Train loss: 9.02e-05  | Val loss: 3.46e-05
Target 000 has maximum loss 2.05e-04; Target 010 has minimum loss 9.47e-06
Target 000: 2.05e-04 	|Target 001: 1.20e-04 	|Target 002: 1.07e-05 	|Target 003: 1.80e-05 	|Target 004: 1.83e-05
Target 005: 1.70e-04 	|Target 006: 1.09e-04 	|Target 007: 1.07e-05 	|Target 008: 2.55e-05 	|Target 009: 4.20e-05
Target 010: 9.47e-06 	|Target 011: 1.81e-05 	|Target 012: 5.28e-05 	|Target 013: 3.60e-05 	|Target 014: 1.43e-05
Target 015: 2.43e-05 	|Target 016: 3.00e-05 	|Target 017: 3.54e-05 	|Target 018: 5.15e-05 	|Target 019: 3.68e-05
Target 020: 3.49e-05 	|Target 021: 3.35e-05 	|Target 022: 1.44e-05 	|Target 023: 3.82e-05 	|Target 024: 4.11e-05

====================
Epoch #95     | Time: 00d 00h 26m  | LR: 2.00e-03  | Epoch time:  15.75  | Train loss: 9.16e-05  | Val loss: 3.53e-05
Target 000 has maximum loss 2.00e-04; Target 010 has minimum loss 1.14e-05
Target 000: 2.00e-04 	|Target 001: 7.62e-05 	|Target 002: 1.36e-05 	|Target 003: 2.12e-05 	|Target 004: 1.80e-05
Target 005: 1.06e-04 	|Target 006: 1.05e-04 	|Target 007: 1.60e-05 	|Target 008: 3.14e-05 	|Target 009: 4.11e-05
Target 010: 1.14e-05 	|Target 011: 2.64e-05 	|Target 012: 4.65e-05 	|Target 013: 3.34e-05 	|Target 014: 1.59e-05
Target 015: 2.37e-05 	|Target 016: 4.42e-05 	|Target 017: 3.35e-05 	|Target 018: 5.51e-05 	|Target 019: 4.11e-05
Target 020: 3.69e-05 	|Target 021: 3.63e-05 	|Target 022: 1.46e-05 	|Target 023: 4.56e-05 	|Target 024: 3.94e-05

====================
Epoch #96     | Time: 00d 00h 26m  | LR: 2.00e-03  | Epoch time:  16.03  | Train loss: 8.50e-05  | Val loss: 4.26e-05
Target 001 has maximum loss 5.09e-04; Target 002 has minimum loss 1.24e-05
Target 000: 3.86e-04 	|Target 001: 5.09e-04 	|Target 002: 1.24e-05 	|Target 003: 3.54e-05 	|Target 004: 2.24e-05
Target 005: 9.77e-05 	|Target 006: 1.33e-04 	|Target 007: 2.06e-05 	|Target 008: 2.77e-05 	|Target 009: 3.78e-05
Target 010: 1.74e-05 	|Target 011: 1.63e-05 	|Target 012: 6.99e-05 	|Target 013: 3.36e-05 	|Target 014: 1.31e-05
Target 015: 2.36e-05 	|Target 016: 2.84e-05 	|Target 017: 6.89e-05 	|Target 018: 6.04e-05 	|Target 019: 3.73e-05
Target 020: 3.38e-05 	|Target 021: 3.08e-05 	|Target 022: 1.42e-05 	|Target 023: 3.44e-05 	|Target 024: 5.27e-05

====================
Epoch #97     | Time: 00d 00h 26m  | LR: 2.00e-03  | Epoch time:  16.40  | Train loss: 8.71e-05  | Val loss: 3.81e-05
Target 001 has maximum loss 2.39e-04; Target 010 has minimum loss 9.30e-06
Target 000: 1.95e-04 	|Target 001: 2.39e-04 	|Target 002: 1.35e-05 	|Target 003: 1.50e-05 	|Target 004: 1.76e-05
Target 005: 2.39e-04 	|Target 006: 1.92e-04 	|Target 007: 1.18e-05 	|Target 008: 2.76e-05 	|Target 009: 4.08e-05
Target 010: 9.30e-06 	|Target 011: 2.27e-05 	|Target 012: 5.28e-05 	|Target 013: 3.84e-05 	|Target 014: 1.35e-05
Target 015: 2.22e-05 	|Target 016: 3.41e-05 	|Target 017: 4.15e-05 	|Target 018: 5.64e-05 	|Target 019: 3.46e-05
Target 020: 3.61e-05 	|Target 021: 2.91e-05 	|Target 022: 1.39e-05 	|Target 023: 4.00e-05 	|Target 024: 5.06e-05

====================
Epoch #98     | Time: 00d 00h 26m  | LR: 2.00e-03  | Epoch time:  16.43  | Train loss: 8.90e-05  | Val loss: 5.16e-05
Target 000 has maximum loss 3.58e-04; Target 002 has minimum loss 1.18e-05
Target 000: 3.58e-04 	|Target 001: 1.56e-04 	|Target 002: 1.18e-05 	|Target 003: 4.03e-05 	|Target 004: 1.94e-05
Target 005: 9.02e-05 	|Target 006: 2.00e-04 	|Target 007: 1.51e-05 	|Target 008: 3.31e-05 	|Target 009: 9.05e-05
Target 010: 1.28e-05 	|Target 011: 1.93e-05 	|Target 012: 4.31e-05 	|Target 013: 3.95e-05 	|Target 014: 1.55e-05
Target 015: 4.33e-05 	|Target 016: 7.50e-05 	|Target 017: 3.93e-05 	|Target 018: 8.96e-05 	|Target 019: 5.39e-05
Target 020: 3.44e-05 	|Target 021: 7.49e-05 	|Target 022: 1.54e-05 	|Target 023: 7.96e-05 	|Target 024: 6.78e-05

====================
Epoch #99     | Time: 00d 00h 27m  | LR: 2.00e-03  | Epoch time:  16.52  | Train loss: 1.01e-04  | Val loss: 5.64e-05
Target 006 has maximum loss 9.40e-04; Target 007 has minimum loss 1.12e-05
Target 000: 3.13e-04 	|Target 001: 5.05e-04 	|Target 002: 1.26e-05 	|Target 003: 1.15e-04 	|Target 004: 1.84e-05
Target 005: 2.92e-04 	|Target 006: 9.40e-04 	|Target 007: 1.12e-05 	|Target 008: 3.84e-05 	|Target 009: 1.09e-04
Target 010: 2.87e-05 	|Target 011: 1.69e-05 	|Target 012: 4.60e-05 	|Target 013: 4.04e-05 	|Target 014: 1.74e-05
Target 015: 4.22e-05 	|Target 016: 4.88e-05 	|Target 017: 6.01e-05 	|Target 018: 7.53e-05 	|Target 019: 4.87e-05
Target 020: 3.76e-05 	|Target 021: 7.31e-05 	|Target 022: 1.77e-05 	|Target 023: 4.09e-05 	|Target 024: 5.90e-05

====================
Epoch #100    | Time: 00d 00h 27m  | LR: 2.00e-03  | Epoch time:  15.68  | Train loss: 9.20e-05  | Val loss: 4.46e-05
Target 000 has maximum loss 2.37e-04; Target 002 has minimum loss 1.13e-05
Target 000: 2.37e-04 	|Target 001: 1.50e-04 	|Target 002: 1.13e-05 	|Target 003: 2.70e-05 	|Target 004: 1.82e-05
Target 005: 2.10e-04 	|Target 006: 1.04e-04 	|Target 007: 1.28e-05 	|Target 008: 3.52e-05 	|Target 009: 4.81e-05
Target 010: 1.21e-05 	|Target 011: 1.62e-05 	|Target 012: 4.66e-05 	|Target 013: 9.50e-05 	|Target 014: 1.36e-05
Target 015: 2.58e-05 	|Target 016: 2.88e-05 	|Target 017: 5.48e-05 	|Target 018: 6.01e-05 	|Target 019: 3.50e-05
Target 020: 3.08e-05 	|Target 021: 3.49e-05 	|Target 022: 1.36e-05 	|Target 023: 3.45e-05 	|Target 024: 7.65e-05

====================
Epoch #101    | Time: 00d 00h 27m  | LR: 2.00e-03  | Epoch time:  16.41  | Train loss: 8.93e-05  | Val loss: 4.58e-05
Target 000 has maximum loss 2.10e-04; Target 002 has minimum loss 1.48e-05
Target 000: 2.10e-04 	|Target 001: 1.15e-04 	|Target 002: 1.48e-05 	|Target 003: 1.69e-05 	|Target 004: 2.02e-05
Target 005: 1.27e-04 	|Target 006: 1.12e-04 	|Target 007: 2.59e-05 	|Target 008: 3.66e-05 	|Target 009: 7.85e-05
Target 010: 2.03e-05 	|Target 011: 1.78e-05 	|Target 012: 4.22e-05 	|Target 013: 5.20e-05 	|Target 014: 1.86e-05
Target 015: 2.31e-05 	|Target 016: 3.67e-05 	|Target 017: 4.36e-05 	|Target 018: 7.14e-05 	|Target 019: 4.63e-05
Target 020: 3.16e-05 	|Target 021: 5.11e-05 	|Target 022: 1.85e-05 	|Target 023: 4.44e-05 	|Target 024: 7.58e-05

====================
Epoch #102    | Time: 00d 00h 28m  | LR: 2.00e-03  | Epoch time:  16.33  | Train loss: 9.46e-05  | Val loss: 4.84e-05
Target 001 has maximum loss 2.99e-04; Target 007 has minimum loss 1.14e-05
Target 000: 2.05e-04 	|Target 001: 2.99e-04 	|Target 002: 1.54e-05 	|Target 003: 3.39e-05 	|Target 004: 1.96e-05
Target 005: 1.14e-04 	|Target 006: 2.05e-04 	|Target 007: 1.14e-05 	|Target 008: 4.80e-05 	|Target 009: 7.12e-05
Target 010: 1.79e-05 	|Target 011: 1.56e-05 	|Target 012: 7.26e-05 	|Target 013: 4.06e-05 	|Target 014: 1.53e-05
Target 015: 2.10e-05 	|Target 016: 3.50e-05 	|Target 017: 3.60e-05 	|Target 018: 7.03e-05 	|Target 019: 5.71e-05
Target 020: 3.54e-05 	|Target 021: 5.31e-05 	|Target 022: 1.47e-05 	|Target 023: 4.79e-05 	|Target 024: 7.43e-05

====================
Epoch #103    | Time: 00d 00h 28m  | LR: 2.00e-03  | Epoch time:  16.28  | Train loss: 8.49e-05  | Val loss: 3.12e-05
Target 000 has maximum loss 1.59e-04; Target 010 has minimum loss 9.00e-06
Target 000: 1.59e-04 	|Target 001: 1.27e-04 	|Target 002: 1.07e-05 	|Target 003: 1.81e-05 	|Target 004: 1.64e-05
Target 005: 9.68e-05 	|Target 006: 9.55e-05 	|Target 007: 1.89e-05 	|Target 008: 3.23e-05 	|Target 009: 3.52e-05
Target 010: 9.00e-06 	|Target 011: 1.59e-05 	|Target 012: 3.88e-05 	|Target 013: 3.62e-05 	|Target 014: 1.20e-05
Target 015: 2.22e-05 	|Target 016: 3.19e-05 	|Target 017: 3.43e-05 	|Target 018: 5.58e-05 	|Target 019: 3.33e-05
Target 020: 2.97e-05 	|Target 021: 2.65e-05 	|Target 022: 1.25e-05 	|Target 023: 3.18e-05 	|Target 024: 3.76e-05

====================
Epoch #104    | Time: 00d 00h 28m  | LR: 2.00e-03  | Epoch time:  16.34  | Train loss: 8.32e-05  | Val loss: 3.67e-05
Target 001 has maximum loss 4.32e-04; Target 007 has minimum loss 1.18e-05
Target 000: 3.61e-04 	|Target 001: 4.32e-04 	|Target 002: 1.44e-05 	|Target 003: 2.42e-05 	|Target 004: 2.03e-05
Target 005: 8.07e-05 	|Target 006: 1.79e-04 	|Target 007: 1.18e-05 	|Target 008: 2.68e-05 	|Target 009: 4.25e-05
Target 010: 2.04e-05 	|Target 011: 2.64e-05 	|Target 012: 5.17e-05 	|Target 013: 3.59e-05 	|Target 014: 1.44e-05
Target 015: 2.44e-05 	|Target 016: 2.85e-05 	|Target 017: 3.27e-05 	|Target 018: 5.80e-05 	|Target 019: 3.36e-05
Target 020: 2.94e-05 	|Target 021: 3.09e-05 	|Target 022: 1.39e-05 	|Target 023: 3.54e-05 	|Target 024: 3.74e-05

====================
Epoch #105    | Time: 00d 00h 28m  | LR: 2.00e-03  | Epoch time:  16.40  | Train loss: 8.20e-05  | Val loss: 3.76e-05
Target 006 has maximum loss 2.36e-04; Target 007 has minimum loss 1.10e-05
Target 000: 2.07e-04 	|Target 001: 1.33e-04 	|Target 002: 1.13e-05 	|Target 003: 2.28e-05 	|Target 004: 1.77e-05
Target 005: 1.52e-04 	|Target 006: 2.36e-04 	|Target 007: 1.10e-05 	|Target 008: 3.58e-05 	|Target 009: 4.57e-05
Target 010: 1.66e-05 	|Target 011: 2.15e-05 	|Target 012: 4.66e-05 	|Target 013: 4.31e-05 	|Target 014: 1.46e-05
Target 015: 2.11e-05 	|Target 016: 3.51e-05 	|Target 017: 5.26e-05 	|Target 018: 6.79e-05 	|Target 019: 3.99e-05
Target 020: 2.95e-05 	|Target 021: 3.95e-05 	|Target 022: 1.41e-05 	|Target 023: 3.66e-05 	|Target 024: 3.91e-05

====================
Epoch #106    | Time: 00d 00h 29m  | LR: 2.00e-03  | Epoch time:  16.35  | Train loss: 8.18e-05  | Val loss: 4.57e-05
Target 001 has maximum loss 1.46e-04; Target 010 has minimum loss 1.03e-05
Target 000: 1.41e-04 	|Target 001: 1.46e-04 	|Target 002: 1.21e-05 	|Target 003: 3.07e-05 	|Target 004: 2.02e-05
Target 005: 1.02e-04 	|Target 006: 1.11e-04 	|Target 007: 1.71e-05 	|Target 008: 2.67e-05 	|Target 009: 5.90e-05
Target 010: 1.03e-05 	|Target 011: 2.55e-05 	|Target 012: 4.24e-05 	|Target 013: 6.30e-05 	|Target 014: 1.19e-05
Target 015: 2.59e-05 	|Target 016: 2.36e-05 	|Target 017: 7.36e-05 	|Target 018: 5.66e-05 	|Target 019: 3.30e-05
Target 020: 2.89e-05 	|Target 021: 3.82e-05 	|Target 022: 1.42e-05 	|Target 023: 4.03e-05 	|Target 024: 9.49e-05

====================
Epoch #107    | Time: 00d 00h 29m  | LR: 2.00e-03  | Epoch time:  15.49  | Train loss: 7.77e-05  | Val loss: 4.24e-05
Target 006 has maximum loss 3.98e-04; Target 014 has minimum loss 1.18e-05
Target 000: 1.97e-04 	|Target 001: 2.59e-04 	|Target 002: 1.36e-05 	|Target 003: 2.47e-05 	|Target 004: 1.84e-05
Target 005: 9.88e-05 	|Target 006: 3.98e-04 	|Target 007: 1.76e-05 	|Target 008: 3.55e-05 	|Target 009: 5.06e-05
Target 010: 2.20e-05 	|Target 011: 1.58e-05 	|Target 012: 3.65e-05 	|Target 013: 5.03e-05 	|Target 014: 1.18e-05
Target 015: 2.14e-05 	|Target 016: 3.49e-05 	|Target 017: 4.66e-05 	|Target 018: 5.15e-05 	|Target 019: 4.29e-05
Target 020: 2.74e-05 	|Target 021: 3.27e-05 	|Target 022: 1.67e-05 	|Target 023: 3.46e-05 	|Target 024: 7.04e-05

====================
Epoch #108    | Time: 00d 00h 29m  | LR: 2.00e-03  | Epoch time:  15.61  | Train loss: 7.94e-05  | Val loss: 5.16e-05
Target 001 has maximum loss 4.68e-04; Target 022 has minimum loss 1.28e-05
Target 000: 2.37e-04 	|Target 001: 4.68e-04 	|Target 002: 1.31e-05 	|Target 003: 1.99e-05 	|Target 004: 1.79e-05
Target 005: 3.84e-04 	|Target 006: 3.90e-04 	|Target 007: 2.61e-05 	|Target 008: 3.80e-05 	|Target 009: 3.37e-05
Target 010: 1.54e-05 	|Target 011: 1.30e-05 	|Target 012: 4.73e-05 	|Target 013: 6.53e-05 	|Target 014: 1.45e-05
Target 015: 1.88e-05 	|Target 016: 3.01e-05 	|Target 017: 6.11e-05 	|Target 018: 6.37e-05 	|Target 019: 3.71e-05
Target 020: 2.68e-05 	|Target 021: 3.28e-05 	|Target 022: 1.28e-05 	|Target 023: 3.51e-05 	|Target 024: 1.01e-04

====================
Epoch #109    | Time: 00d 00h 30m  | LR: 2.00e-03  | Epoch time:  15.60  | Train loss: 8.17e-05  | Val loss: 3.01e-05
Target 000 has maximum loss 1.41e-04; Target 010 has minimum loss 1.02e-05
Target 000: 1.41e-04 	|Target 001: 1.28e-04 	|Target 002: 1.25e-05 	|Target 003: 2.00e-05 	|Target 004: 1.54e-05
Target 005: 1.09e-04 	|Target 006: 1.39e-04 	|Target 007: 1.11e-05 	|Target 008: 2.74e-05 	|Target 009: 3.44e-05
Target 010: 1.02e-05 	|Target 011: 1.29e-05 	|Target 012: 3.26e-05 	|Target 013: 3.24e-05 	|Target 014: 1.17e-05
Target 015: 2.19e-05 	|Target 016: 2.78e-05 	|Target 017: 3.41e-05 	|Target 018: 4.91e-05 	|Target 019: 3.33e-05
Target 020: 2.64e-05 	|Target 021: 2.95e-05 	|Target 022: 1.19e-05 	|Target 023: 3.17e-05 	|Target 024: 3.76e-05

====================
Epoch #110    | Time: 00d 00h 30m  | LR: 2.00e-03  | Epoch time:  15.78  | Train loss: 8.21e-05  | Val loss: 3.72e-05
Target 006 has maximum loss 1.41e-04; Target 002 has minimum loss 8.79e-06
Target 000: 1.33e-04 	|Target 001: 8.42e-05 	|Target 002: 8.79e-06 	|Target 003: 5.80e-05 	|Target 004: 1.92e-05
Target 005: 1.15e-04 	|Target 006: 1.41e-04 	|Target 007: 1.41e-05 	|Target 008: 4.00e-05 	|Target 009: 3.37e-05
Target 010: 1.89e-05 	|Target 011: 1.35e-05 	|Target 012: 3.15e-05 	|Target 013: 3.59e-05 	|Target 014: 1.79e-05
Target 015: 4.44e-05 	|Target 016: 9.99e-05 	|Target 017: 3.57e-05 	|Target 018: 5.71e-05 	|Target 019: 3.52e-05
Target 020: 2.60e-05 	|Target 021: 3.19e-05 	|Target 022: 1.26e-05 	|Target 023: 5.36e-05 	|Target 024: 4.54e-05

====================
Epoch #111    | Time: 00d 00h 30m  | LR: 2.00e-03  | Epoch time:  15.69  | Train loss: 8.66e-05  | Val loss: 6.28e-05
Target 001 has maximum loss 8.33e-04; Target 022 has minimum loss 2.04e-05
Target 000: 2.43e-04 	|Target 001: 8.33e-04 	|Target 002: 2.11e-05 	|Target 003: 2.19e-05 	|Target 004: 2.23e-05
Target 005: 3.29e-04 	|Target 006: 4.16e-04 	|Target 007: 2.93e-05 	|Target 008: 4.61e-05 	|Target 009: 8.99e-05
Target 010: 2.13e-05 	|Target 011: 2.62e-05 	|Target 012: 6.86e-05 	|Target 013: 5.37e-05 	|Target 014: 2.08e-05
Target 015: 2.52e-05 	|Target 016: 3.67e-05 	|Target 017: 5.14e-05 	|Target 018: 1.10e-04 	|Target 019: 5.14e-05
Target 020: 3.44e-05 	|Target 021: 4.05e-05 	|Target 022: 2.04e-05 	|Target 023: 8.92e-05 	|Target 024: 7.56e-05

====================
Epoch #112    | Time: 00d 00h 30m  | LR: 2.00e-03  | Epoch time:  15.83  | Train loss: 1.28e-04  | Val loss: 6.29e-05
Target 001 has maximum loss 4.94e-04; Target 002 has minimum loss 1.55e-05
Target 000: 4.67e-04 	|Target 001: 4.94e-04 	|Target 002: 1.55e-05 	|Target 003: 3.59e-05 	|Target 004: 2.74e-05
Target 005: 1.10e-04 	|Target 006: 2.29e-04 	|Target 007: 1.57e-05 	|Target 008: 6.64e-05 	|Target 009: 1.08e-04
Target 010: 2.03e-05 	|Target 011: 2.77e-05 	|Target 012: 5.17e-05 	|Target 013: 4.31e-05 	|Target 014: 2.03e-05
Target 015: 4.72e-05 	|Target 016: 1.02e-04 	|Target 017: 4.17e-05 	|Target 018: 8.98e-05 	|Target 019: 5.38e-05
Target 020: 3.80e-05 	|Target 021: 5.85e-05 	|Target 022: 1.99e-05 	|Target 023: 6.84e-05 	|Target 024: 1.08e-04

====================
Epoch #113    | Time: 00d 00h 31m  | LR: 2.00e-03  | Epoch time:  16.30  | Train loss: 1.35e-04  | Val loss: 7.32e-05
Target 000 has maximum loss 4.18e-04; Target 002 has minimum loss 2.47e-05
Target 000: 4.18e-04 	|Target 001: 9.23e-05 	|Target 002: 2.47e-05 	|Target 003: 5.92e-05 	|Target 004: 2.55e-05
Target 005: 2.74e-04 	|Target 006: 3.55e-04 	|Target 007: 3.48e-05 	|Target 008: 8.51e-05 	|Target 009: 1.44e-04
Target 010: 4.92e-05 	|Target 011: 3.90e-05 	|Target 012: 5.43e-05 	|Target 013: 5.19e-05 	|Target 014: 2.73e-05
Target 015: 3.27e-05 	|Target 016: 5.65e-05 	|Target 017: 4.83e-05 	|Target 018: 1.00e-04 	|Target 019: 7.34e-05
Target 020: 3.84e-05 	|Target 021: 1.09e-04 	|Target 022: 2.75e-05 	|Target 023: 6.94e-05 	|Target 024: 1.30e-04

====================
Epoch #114    | Time: 00d 00h 31m  | LR: 2.00e-03  | Epoch time:  15.69  | Train loss: 1.17e-04  | Val loss: 9.81e-05
Target 001 has maximum loss 8.42e-04; Target 011 has minimum loss 1.77e-05
Target 000: 4.85e-04 	|Target 001: 8.42e-04 	|Target 002: 2.87e-05 	|Target 003: 7.44e-05 	|Target 004: 2.67e-05
Target 005: 5.09e-04 	|Target 006: 6.97e-04 	|Target 007: 3.38e-05 	|Target 008: 8.82e-05 	|Target 009: 1.03e-04
Target 010: 3.89e-05 	|Target 011: 1.77e-05 	|Target 012: 6.55e-05 	|Target 013: 9.63e-05 	|Target 014: 2.34e-05
Target 015: 4.94e-05 	|Target 016: 2.07e-04 	|Target 017: 5.64e-05 	|Target 018: 1.33e-04 	|Target 019: 8.64e-05
Target 020: 3.35e-05 	|Target 021: 1.19e-04 	|Target 022: 2.51e-05 	|Target 023: 1.41e-04 	|Target 024: 1.49e-04

====================
Epoch #115    | Time: 00d 00h 31m  | LR: 2.00e-03  | Epoch time:  15.83  | Train loss: 1.22e-04  | Val loss: 4.60e-05
Target 001 has maximum loss 4.36e-04; Target 002 has minimum loss 1.21e-05
Target 000: 3.55e-04 	|Target 001: 4.36e-04 	|Target 002: 1.21e-05 	|Target 003: 7.48e-05 	|Target 004: 1.47e-05
Target 005: 1.89e-04 	|Target 006: 9.71e-05 	|Target 007: 1.36e-05 	|Target 008: 2.75e-05 	|Target 009: 4.43e-05
Target 010: 3.07e-05 	|Target 011: 1.62e-05 	|Target 012: 6.18e-05 	|Target 013: 4.35e-05 	|Target 014: 1.96e-05
Target 015: 3.03e-05 	|Target 016: 3.57e-05 	|Target 017: 5.16e-05 	|Target 018: 7.08e-05 	|Target 019: 4.90e-05
Target 020: 2.68e-05 	|Target 021: 3.79e-05 	|Target 022: 1.54e-05 	|Target 023: 3.96e-05 	|Target 024: 5.83e-05

====================
Epoch #116    | Time: 00d 00h 31m  | LR: 2.00e-03  | Epoch time:  16.33  | Train loss: 1.07e-04  | Val loss: 5.69e-05
Target 006 has maximum loss 2.17e-04; Target 007 has minimum loss 1.45e-05
Target 000: 1.80e-04 	|Target 001: 1.27e-04 	|Target 002: 3.13e-05 	|Target 003: 3.87e-05 	|Target 004: 3.38e-05
Target 005: 1.91e-04 	|Target 006: 2.17e-04 	|Target 007: 1.45e-05 	|Target 008: 3.91e-05 	|Target 009: 1.10e-04
Target 010: 3.45e-05 	|Target 011: 5.41e-05 	|Target 012: 5.91e-05 	|Target 013: 5.54e-05 	|Target 014: 1.70e-05
Target 015: 5.00e-05 	|Target 016: 5.21e-05 	|Target 017: 5.67e-05 	|Target 018: 8.05e-05 	|Target 019: 6.00e-05
Target 020: 3.26e-05 	|Target 021: 4.66e-05 	|Target 022: 1.58e-05 	|Target 023: 1.00e-04 	|Target 024: 6.76e-05

====================
Epoch #117    | Time: 00d 00h 32m  | LR: 2.00e-03  | Epoch time:  16.34  | Train loss: 9.81e-05  | Val loss: 9.46e-05
Target 001 has maximum loss 7.73e-04; Target 010 has minimum loss 2.28e-05
Target 000: 7.02e-04 	|Target 001: 7.73e-04 	|Target 002: 3.24e-05 	|Target 003: 8.76e-05 	|Target 004: 3.54e-05
Target 005: 5.08e-04 	|Target 006: 5.44e-04 	|Target 007: 1.01e-04 	|Target 008: 5.80e-05 	|Target 009: 8.44e-05
Target 010: 2.28e-05 	|Target 011: 3.08e-05 	|Target 012: 8.91e-05 	|Target 013: 1.14e-04 	|Target 014: 3.91e-05
Target 015: 4.20e-05 	|Target 016: 6.15e-05 	|Target 017: 5.56e-05 	|Target 018: 1.92e-04 	|Target 019: 1.13e-04
Target 020: 3.43e-05 	|Target 021: 5.54e-05 	|Target 022: 2.97e-05 	|Target 023: 8.06e-05 	|Target 024: 1.25e-04

====================
Epoch #118    | Time: 00d 00h 32m  | LR: 2.00e-03  | Epoch time:  15.79  | Train loss: 1.80e-04  | Val loss: 7.30e-05
Target 001 has maximum loss 5.95e-04; Target 004 has minimum loss 1.89e-05
Target 000: 3.02e-04 	|Target 001: 5.95e-04 	|Target 002: 3.40e-05 	|Target 003: 2.50e-05 	|Target 004: 1.89e-05
Target 005: 3.24e-04 	|Target 006: 1.15e-04 	|Target 007: 2.96e-05 	|Target 008: 6.85e-05 	|Target 009: 8.29e-05
Target 010: 3.06e-05 	|Target 011: 2.55e-05 	|Target 012: 6.47e-05 	|Target 013: 7.19e-05 	|Target 014: 1.92e-05
Target 015: 3.37e-05 	|Target 016: 2.34e-05 	|Target 017: 4.37e-05 	|Target 018: 1.09e-04 	|Target 019: 7.28e-05
Target 020: 3.53e-05 	|Target 021: 8.45e-05 	|Target 022: 1.93e-05 	|Target 023: 1.15e-04 	|Target 024: 1.23e-04

====================
Epoch #119    | Time: 00d 00h 32m  | LR: 2.00e-03  | Epoch time:  15.85  | Train loss: 1.08e-04  | Val loss: 6.21e-05
Target 001 has maximum loss 6.21e-04; Target 010 has minimum loss 1.22e-05
Target 000: 2.83e-04 	|Target 001: 6.21e-04 	|Target 002: 2.43e-05 	|Target 003: 8.01e-05 	|Target 004: 1.78e-05
Target 005: 3.50e-04 	|Target 006: 2.41e-04 	|Target 007: 2.42e-05 	|Target 008: 4.07e-05 	|Target 009: 5.84e-05
Target 010: 1.22e-05 	|Target 011: 2.17e-05 	|Target 012: 5.97e-05 	|Target 013: 5.64e-05 	|Target 014: 1.61e-05
Target 015: 4.54e-05 	|Target 016: 9.43e-05 	|Target 017: 1.15e-04 	|Target 018: 7.75e-05 	|Target 019: 4.05e-05
Target 020: 2.60e-05 	|Target 021: 4.34e-05 	|Target 022: 1.52e-05 	|Target 023: 4.07e-05 	|Target 024: 1.11e-04

====================
Epoch #120    | Time: 00d 00h 32m  | LR: 2.00e-03  | Epoch time:  15.67  | Train loss: 9.53e-05  | Val loss: 3.56e-05
Target 005 has maximum loss 3.05e-04; Target 002 has minimum loss 1.16e-05
Target 000: 1.68e-04 	|Target 001: 1.93e-04 	|Target 002: 1.16e-05 	|Target 003: 2.23e-05 	|Target 004: 1.59e-05
Target 005: 3.05e-04 	|Target 006: 1.51e-04 	|Target 007: 1.57e-05 	|Target 008: 3.29e-05 	|Target 009: 5.41e-05
Target 010: 1.31e-05 	|Target 011: 1.36e-05 	|Target 012: 3.33e-05 	|Target 013: 3.44e-05 	|Target 014: 1.36e-05
Target 015: 1.89e-05 	|Target 016: 3.37e-05 	|Target 017: 3.50e-05 	|Target 018: 5.63e-05 	|Target 019: 3.50e-05
Target 020: 2.29e-05 	|Target 021: 4.77e-05 	|Target 022: 1.24e-05 	|Target 023: 3.39e-05 	|Target 024: 4.61e-05

====================
Epoch #121    | Time: 00d 00h 33m  | LR: 2.00e-03  | Epoch time:  15.56  | Train loss: 1.06e-04  | Val loss: 9.44e-05
Target 005 has maximum loss 3.23e-04; Target 002 has minimum loss 1.76e-05
Target 000: 3.02e-04 	|Target 001: 3.05e-04 	|Target 002: 1.76e-05 	|Target 003: 4.50e-05 	|Target 004: 2.90e-05
Target 005: 3.23e-04 	|Target 006: 1.64e-04 	|Target 007: 3.34e-05 	|Target 008: 8.56e-05 	|Target 009: 2.11e-04
Target 010: 4.66e-05 	|Target 011: 2.23e-05 	|Target 012: 4.81e-05 	|Target 013: 5.51e-05 	|Target 014: 2.76e-05
Target 015: 3.49e-05 	|Target 016: 9.05e-05 	|Target 017: 3.90e-05 	|Target 018: 1.19e-04 	|Target 019: 1.02e-04
Target 020: 3.96e-05 	|Target 021: 1.89e-04 	|Target 022: 3.11e-05 	|Target 023: 1.50e-04 	|Target 024: 1.75e-04

====================
Epoch #122    | Time: 00d 00h 33m  | LR: 2.00e-03  | Epoch time:  15.78  | Train loss: 1.03e-04  | Val loss: 6.06e-05
Target 000 has maximum loss 1.08e-03; Target 010 has minimum loss 1.39e-05
Target 000: 1.08e-03 	|Target 001: 7.87e-04 	|Target 002: 2.62e-05 	|Target 003: 3.02e-05 	|Target 004: 3.18e-05
Target 005: 1.77e-04 	|Target 006: 1.23e-04 	|Target 007: 1.57e-05 	|Target 008: 2.92e-05 	|Target 009: 9.75e-05
Target 010: 1.39e-05 	|Target 011: 3.18e-05 	|Target 012: 3.42e-05 	|Target 013: 7.64e-05 	|Target 014: 3.65e-05
Target 015: 2.29e-05 	|Target 016: 4.96e-05 	|Target 017: 3.45e-05 	|Target 018: 7.48e-05 	|Target 019: 4.87e-05
Target 020: 2.52e-05 	|Target 021: 6.94e-05 	|Target 022: 1.79e-05 	|Target 023: 4.82e-05 	|Target 024: 8.20e-05

====================
Epoch #123    | Time: 00d 00h 33m  | LR: 2.00e-03  | Epoch time:  15.53  | Train loss: 9.70e-05  | Val loss: 4.44e-05
Target 001 has maximum loss 2.22e-04; Target 022 has minimum loss 1.38e-05
Target 000: 1.83e-04 	|Target 001: 2.22e-04 	|Target 002: 2.29e-05 	|Target 003: 3.05e-05 	|Target 004: 1.65e-05
Target 005: 1.37e-04 	|Target 006: 1.32e-04 	|Target 007: 1.48e-05 	|Target 008: 2.56e-05 	|Target 009: 5.92e-05
Target 010: 1.73e-05 	|Target 011: 1.60e-05 	|Target 012: 3.29e-05 	|Target 013: 4.31e-05 	|Target 014: 1.44e-05
Target 015: 2.44e-05 	|Target 016: 3.74e-05 	|Target 017: 6.16e-05 	|Target 018: 8.31e-05 	|Target 019: 4.23e-05
Target 020: 2.26e-05 	|Target 021: 4.02e-05 	|Target 022: 1.38e-05 	|Target 023: 4.46e-05 	|Target 024: 7.39e-05

====================
Epoch #124    | Time: 00d 00h 34m  | LR: 2.00e-03  | Epoch time:  15.84  | Train loss: 7.93e-05  | Val loss: 3.26e-05
Target 000 has maximum loss 2.44e-04; Target 010 has minimum loss 7.10e-06
Target 000: 2.44e-04 	|Target 001: 1.34e-04 	|Target 002: 1.33e-05 	|Target 003: 1.41e-05 	|Target 004: 1.49e-05
Target 005: 1.38e-04 	|Target 006: 1.07e-04 	|Target 007: 1.18e-05 	|Target 008: 3.27e-05 	|Target 009: 4.38e-05
Target 010: 7.10e-06 	|Target 011: 1.93e-05 	|Target 012: 2.54e-05 	|Target 013: 3.23e-05 	|Target 014: 1.31e-05
Target 015: 2.20e-05 	|Target 016: 3.74e-05 	|Target 017: 2.67e-05 	|Target 018: 4.93e-05 	|Target 019: 3.10e-05
Target 020: 2.08e-05 	|Target 021: 3.35e-05 	|Target 022: 1.32e-05 	|Target 023: 4.88e-05 	|Target 024: 4.19e-05

====================
Epoch #125    | Time: 00d 00h 34m  | LR: 2.00e-03  | Epoch time:  15.81  | Train loss: 7.50e-05  | Val loss: 3.87e-05
Target 005 has maximum loss 6.98e-04; Target 002 has minimum loss 7.80e-06
Target 000: 3.45e-04 	|Target 001: 5.37e-04 	|Target 002: 7.80e-06 	|Target 003: 1.98e-05 	|Target 004: 1.50e-05
Target 005: 6.98e-04 	|Target 006: 1.11e-04 	|Target 007: 1.41e-05 	|Target 008: 2.40e-05 	|Target 009: 3.17e-05
Target 010: 8.21e-06 	|Target 011: 1.15e-05 	|Target 012: 4.27e-05 	|Target 013: 3.75e-05 	|Target 014: 1.14e-05
Target 015: 1.75e-05 	|Target 016: 2.57e-05 	|Target 017: 4.77e-05 	|Target 018: 4.85e-05 	|Target 019: 2.91e-05
Target 020: 2.05e-05 	|Target 021: 2.59e-05 	|Target 022: 1.10e-05 	|Target 023: 3.87e-05 	|Target 024: 4.22e-05

====================
Epoch #126    | Time: 00d 00h 34m  | LR: 2.00e-03  | Epoch time:  15.75  | Train loss: 7.27e-05  | Val loss: 3.54e-05
Target 005 has maximum loss 4.09e-04; Target 002 has minimum loss 8.30e-06
Target 000: 9.51e-05 	|Target 001: 1.32e-04 	|Target 002: 8.30e-06 	|Target 003: 4.30e-05 	|Target 004: 1.91e-05
Target 005: 4.09e-04 	|Target 006: 9.80e-05 	|Target 007: 1.33e-05 	|Target 008: 2.15e-05 	|Target 009: 4.93e-05
Target 010: 1.22e-05 	|Target 011: 1.17e-05 	|Target 012: 2.97e-05 	|Target 013: 3.10e-05 	|Target 014: 9.83e-06
Target 015: 2.60e-05 	|Target 016: 3.46e-05 	|Target 017: 4.50e-05 	|Target 018: 4.45e-05 	|Target 019: 3.05e-05
Target 020: 2.46e-05 	|Target 021: 3.88e-05 	|Target 022: 1.05e-05 	|Target 023: 4.90e-05 	|Target 024: 4.95e-05

====================
Epoch #127    | Time: 00d 00h 34m  | LR: 2.00e-03  | Epoch time:  16.41  | Train loss: 7.04e-05  | Val loss: 3.91e-05
Target 005 has maximum loss 5.75e-04; Target 002 has minimum loss 9.85e-06
Target 000: 1.10e-04 	|Target 001: 1.07e-04 	|Target 002: 9.85e-06 	|Target 003: 2.36e-05 	|Target 004: 1.31e-05
Target 005: 5.75e-04 	|Target 006: 1.89e-04 	|Target 007: 1.05e-05 	|Target 008: 2.32e-05 	|Target 009: 3.73e-05
Target 010: 1.81e-05 	|Target 011: 1.13e-05 	|Target 012: 5.24e-05 	|Target 013: 4.33e-05 	|Target 014: 1.09e-05
Target 015: 2.15e-05 	|Target 016: 2.85e-05 	|Target 017: 2.96e-05 	|Target 018: 7.22e-05 	|Target 019: 3.20e-05
Target 020: 2.00e-05 	|Target 021: 3.00e-05 	|Target 022: 1.06e-05 	|Target 023: 3.15e-05 	|Target 024: 6.52e-05

====================
Epoch #128    | Time: 00d 00h 35m  | LR: 2.00e-03  | Epoch time:  16.22  | Train loss: 7.44e-05  | Val loss: 3.37e-05
Target 005 has maximum loss 3.72e-04; Target 010 has minimum loss 6.66e-06
Target 000: 1.06e-04 	|Target 001: 2.00e-04 	|Target 002: 1.01e-05 	|Target 003: 1.74e-05 	|Target 004: 1.30e-05
Target 005: 3.72e-04 	|Target 006: 1.05e-04 	|Target 007: 1.13e-05 	|Target 008: 2.32e-05 	|Target 009: 4.35e-05
Target 010: 6.66e-06 	|Target 011: 1.77e-05 	|Target 012: 5.03e-05 	|Target 013: 3.18e-05 	|Target 014: 1.14e-05
Target 015: 1.66e-05 	|Target 016: 2.40e-05 	|Target 017: 3.90e-05 	|Target 018: 6.17e-05 	|Target 019: 2.99e-05
Target 020: 2.14e-05 	|Target 021: 3.53e-05 	|Target 022: 1.14e-05 	|Target 023: 3.01e-05 	|Target 024: 4.34e-05