H1K0
2e6e934564
val loss 1.24 → 0.80, val perplexity 3.47 → 2.22. Best epoch 50 (no early stop); convergence epoch 30. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
52 lines
2.1 KiB
CSV
52 lines
2.1 KiB
CSV
epoch,train_loss,val_loss,val_ppl,lr,elapsed_s
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1,1.185128,1.244704,3.47,8.000000e-06,9.9
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2,1.129786,1.168368,3.22,9.994161e-06,9.2
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3,1.074786,1.102074,3.01,9.968238e-06,8.8
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4,1.004364,1.045185,2.84,9.921690e-06,8.5
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5,0.963113,0.995150,2.71,9.854709e-06,9.2
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6,0.903885,0.953348,2.59,9.767574e-06,9.1
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7,0.867560,0.927149,2.53,9.660647e-06,8.1
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8,0.848291,0.911215,2.49,9.534372e-06,9.1
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9,0.817798,0.897135,2.45,9.389272e-06,9.2
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10,0.815333,0.885900,2.43,9.225950e-06,8.2
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11,0.804101,0.876820,2.40,9.045085e-06,9.7
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12,0.791397,0.868702,2.38,8.847427e-06,9.2
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13,0.778087,0.860407,2.36,8.633796e-06,8.5
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14,0.771410,0.853698,2.35,8.405079e-06,10.7
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15,0.768661,0.848427,2.34,8.162227e-06,10.7
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16,0.762623,0.842908,2.32,7.906247e-06,9.4
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17,0.749388,0.837927,2.31,7.638201e-06,8.2
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18,0.745191,0.833950,2.30,7.359203e-06,9.1
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19,0.745993,0.830711,2.29,7.070412e-06,9.2
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20,0.726599,0.827279,2.29,6.773024e-06,9.0
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21,0.722057,0.824505,2.28,6.468277e-06,8.4
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22,0.723956,0.822224,2.28,6.157433e-06,9.2
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23,0.721438,0.819970,2.27,5.841785e-06,9.2
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24,0.717564,0.817087,2.26,5.522642e-06,8.1
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25,0.711637,0.814592,2.26,5.201330e-06,9.2
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26,0.712329,0.812606,2.25,4.879181e-06,9.2
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27,0.705078,0.810716,2.25,4.557534e-06,8.1
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28,0.697062,0.808805,2.25,4.237724e-06,9.2
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29,0.700164,0.807415,2.24,3.921079e-06,10.2
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30,0.695335,0.806321,2.24,3.608913e-06,8.7
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31,0.687925,0.804961,2.24,3.302521e-06,8.9
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32,0.691783,0.803864,2.23,3.003177e-06,9.3
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33,0.690663,0.802969,2.23,2.712123e-06,9.3
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34,0.692106,0.801836,2.23,2.430566e-06,8.1
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35,0.691675,0.801080,2.23,2.159676e-06,9.2
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36,0.678919,0.800619,2.23,1.900578e-06,9.2
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37,0.682140,0.800421,2.23,1.654347e-06,8.2
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38,0.689051,0.800192,2.23,1.422005e-06,9.2
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39,0.686498,0.799934,2.23,1.204517e-06,9.3
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40,0.690576,0.799613,2.22,1.002786e-06,8.2
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41,0.684055,0.799269,2.22,8.176493e-07,9.5
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42,0.685102,0.799062,2.22,6.498753e-07,9.3
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43,0.689241,0.798999,2.22,5.001606e-07,8.6
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44,0.689855,0.798879,2.22,3.691268e-07,8.7
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45,0.679218,0.798795,2.22,2.573178e-07,9.1
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46,0.680892,0.798748,2.22,1.651979e-07,9.1
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47,0.688506,0.798713,2.22,9.314937e-08,8.3
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48,0.684029,0.798699,2.22,4.147145e-08,9.2
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49,0.685409,0.798693,2.22,1.037863e-08,9.2
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50,0.684188,0.798692,2.22,0.000000e+00,8.1
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