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epoch
int64
1
40
train_loss
float64
0.74
18.6
ce
float64
0.67
1.48
physics
float64
0.13
0.24
temporal
float64
0
174
sparsity_pen
float64
0.1
0.37
val_accuracy
float64
0.58
0.76
val_f1
float64
0.33
0.63
val_sparsity
float64
0.62
0.9
nan_batches_skipped
int64
0
0
1
15.503392
0.999972
0.230868
144.297057
0.319924
0.702881
0.490351
0.69019
0
2
4.860688
0.81128
0.208696
39.819554
0.305566
0.716044
0.527177
0.701992
0
3
2.963885
0.78165
0.191067
21.195405
0.298543
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0.529039
0.706763
0
4
2.168335
0.762762
0.172085
13.481152
0.288731
0.732432
0.552119
0.714087
0
5
1.743003
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9.409668
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6
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1.347609
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5.657728
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0
8
1.230144
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4.536031
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0
9
1.128449
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10
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0
40
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0
1
15.694143
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0
2
5.068863
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0
3
3.199782
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0
4
2.283698
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0
5
1.849307
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0
6
1.6661
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0
7
1.512036
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0
8
1.335275
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0
9
1.239862
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0
10
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11
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6
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