Run overview

gogo

Training progress and playing strength across generations.

Stopped

Last run update: · 15 blocks × 192 filters

Latest generation43
Games played101,338
Training positions12,048,468
Latest measured Elo915

Learning curves

Each point represents a generation. New measurements appear as training and evaluation finish.

Training lossTraining loss00.8551.712.563.4212243policypolicy, generation 1: 3.42policy, generation 2: 3.42policy, generation 3: 3.42policy, generation 4: 3.23policy, generation 5: 3.15policy, generation 6: 3.08policy, generation 7: 3.04policy, generation 8: 3.01policy, generation 9: 2.98policy, generation 10: 2.96policy, generation 11: 2.93policy, generation 12: 2.92policy, generation 13: 2.91policy, generation 14: 2.89policy, generation 15: 2.88policy, generation 16: 2.87policy, generation 17: 2.86policy, generation 18: 2.84policy, generation 19: 2.83policy, generation 20: 2.83policy, generation 21: 2.82policy, generation 22: 2.81policy, generation 23: 2.8policy, generation 24: 2.79policy, generation 25: 2.78policy, generation 26: 2.78policy, generation 27: 2.77policy, generation 28: 2.76policy, generation 29: 2.75policy, generation 30: 2.71policy, generation 31: 2.68policy, generation 32: 2.65policy, generation 33: 2.64policy, generation 34: 2.63policy, generation 35: 2.62policy, generation 36: 2.61policy, generation 37: 2.6policy, generation 38: 2.6policy, generation 39: 2.59policy, generation 40: 2.58policy, generation 41: 2.57policy, generation 42: 2.56policy, generation 43: 2.55valuevalue, generation 1: 0.82value, generation 2: 0.672value, generation 3: 0.665value, generation 4: 0.603value, generation 5: 0.59value, generation 6: 0.602value, generation 7: 0.603value, generation 8: 0.608value, generation 9: 0.614value, generation 10: 0.615value, generation 11: 0.618value, generation 12: 0.617value, generation 13: 0.619value, generation 14: 0.617value, generation 15: 0.621value, generation 16: 0.622value, generation 17: 0.62value, generation 18: 0.622value, generation 19: 0.627value, generation 20: 0.624value, generation 21: 0.623value, generation 22: 0.623value, generation 23: 0.627value, generation 24: 0.626value, generation 25: 0.629value, generation 26: 0.624value, generation 27: 0.626value, generation 28: 0.628value, generation 29: 0.627value, generation 30: 0.637value, generation 31: 0.641value, generation 32: 0.646value, generation 33: 0.645value, generation 34: 0.648value, generation 35: 0.639value, generation 36: 0.641value, generation 37: 0.634value, generation 38: 0.634value, generation 39: 0.632value, generation 40: 0.63value, generation 41: 0.629value, generation 42: 0.629value, generation 43: 0.625
Playing strength (Elo)Playing strength (Elo)022945868791502040ratingrating, generation 0: 0rating, generation 4: 516rating, generation 5: 522rating, generation 9: 454rating, generation 10: 545rating, generation 14: 624rating, generation 15: 635rating, generation 19: 594rating, generation 20: 716rating, generation 24: 512rating, generation 25: 571rating, generation 29: 649rating, generation 30: 684rating, generation 34: 791rating, generation 35: 806rating, generation 39: 825rating, generation 40: 915
How self-play games endHow self-play games end0%25%50%75%100%02142matemate, generation 0: 50%mate, generation 1: 51%mate, generation 2: 51%mate, generation 3: 46%mate, generation 4: 52%mate, generation 5: 67%mate, generation 6: 66%mate, generation 7: 75%mate, generation 8: 76%mate, generation 9: 80%mate, generation 10: 78%mate, generation 11: 76%mate, generation 12: 79%mate, generation 13: 81%mate, generation 14: 82%mate, generation 15: 81%mate, generation 16: 81%mate, generation 17: 79%mate, generation 18: 83%mate, generation 19: 80%mate, generation 20: 85%mate, generation 21: 87%mate, generation 22: 88%mate, generation 23: 84%mate, generation 24: 84%mate, generation 25: 91%mate, generation 26: 87%mate, generation 27: 88%mate, generation 28: 90%mate, generation 29: 91%mate, generation 30: 92%mate, generation 31: 89%mate, generation 32: 89%mate, generation 33: 89%mate, generation 34: 91%mate, generation 35: 90%mate, generation 36: 90%mate, generation 37: 91%mate, generation 38: 92%mate, generation 39: 91%mate, generation 40: 92%mate, generation 41: 89%mate, generation 42: 90%stalematestalemate, generation 0: 0%stalemate, generation 1: 0%stalemate, generation 2: 0%stalemate, generation 3: 0%stalemate, generation 4: 0%stalemate, generation 5: 0%stalemate, generation 6: 0%stalemate, generation 7: 0%stalemate, generation 8: 0%stalemate, generation 9: 0%stalemate, generation 10: 0%stalemate, generation 11: 0%stalemate, generation 12: 1%stalemate, generation 13: 0%stalemate, generation 14: 0%stalemate, generation 15: 1%stalemate, generation 16: 1%stalemate, generation 17: 1%stalemate, generation 18: 1%stalemate, generation 19: 1%stalemate, generation 20: 1%stalemate, generation 21: 1%stalemate, generation 22: 1%stalemate, generation 23: 1%stalemate, generation 24: 2%stalemate, generation 25: 1%stalemate, generation 26: 1%stalemate, generation 27: 1%stalemate, generation 28: 1%stalemate, generation 29: 1%stalemate, generation 30: 1%stalemate, generation 31: 1%stalemate, generation 32: 1%stalemate, generation 33: 1%stalemate, generation 34: 1%stalemate, generation 35: 1%stalemate, generation 36: 1%stalemate, generation 37: 1%stalemate, generation 38: 1%stalemate, generation 39: 1%stalemate, generation 40: 1%stalemate, generation 41: 2%stalemate, generation 42: 1%material drawmaterial draw, generation 0: 0%material draw, generation 1: 0%material draw, generation 2: 0%material draw, generation 3: 11%material draw, generation 4: 14%material draw, generation 5: 9%material draw, generation 6: 12%material draw, generation 7: 10%material draw, generation 8: 10%material draw, generation 9: 9%material draw, generation 10: 8%material draw, generation 11: 9%material draw, generation 12: 8%material draw, generation 13: 6%material draw, generation 14: 8%material draw, generation 15: 6%material draw, generation 16: 8%material draw, generation 17: 7%material draw, generation 18: 7%material draw, generation 19: 8%material draw, generation 20: 6%material draw, generation 21: 5%material draw, generation 22: 4%material draw, generation 23: 5%material draw, generation 24: 5%material draw, generation 25: 4%material draw, generation 26: 7%material draw, generation 27: 4%material draw, generation 28: 4%material draw, generation 29: 4%material draw, generation 30: 4%material draw, generation 31: 5%material draw, generation 32: 5%material draw, generation 33: 5%material draw, generation 34: 4%material draw, generation 35: 4%material draw, generation 36: 4%material draw, generation 37: 3%material draw, generation 38: 4%material draw, generation 39: 4%material draw, generation 40: 4%material draw, generation 41: 4%material draw, generation 42: 5%50-move draw50-move draw, generation 0: 0%50-move draw, generation 1: 0%50-move draw, generation 2: 0%50-move draw, generation 3: 16%50-move draw, generation 4: 6%50-move draw, generation 5: 8%50-move draw, generation 6: 6%50-move draw, generation 7: 5%50-move draw, generation 8: 10%50-move draw, generation 9: 7%50-move draw, generation 10: 7%50-move draw, generation 11: 6%50-move draw, generation 12: 4%50-move draw, generation 13: 5%50-move draw, generation 14: 4%50-move draw, generation 15: 6%50-move draw, generation 16: 5%50-move draw, generation 17: 1%50-move draw, generation 18: 4%50-move draw, generation 19: 2%50-move draw, generation 20: 3%50-move draw, generation 21: 2%50-move draw, generation 22: 3%50-move draw, generation 23: 1%50-move draw, generation 24: 3%50-move draw, generation 25: 1%50-move draw, generation 26: 1%50-move draw, generation 27: 2%50-move draw, generation 28: 1%50-move draw, generation 29: 0%50-move draw, generation 30: 1%50-move draw, generation 31: 1%50-move draw, generation 32: 1%50-move draw, generation 33: 1%50-move draw, generation 34: 1%50-move draw, generation 35: 1%50-move draw, generation 36: 0%50-move draw, generation 37: 0%50-move draw, generation 38: 0%50-move draw, generation 39: 0%50-move draw, generation 40: 0%50-move draw, generation 41: 0%50-move draw, generation 42: 1%repetitionrepetition, generation 0: 49%repetition, generation 1: 49%repetition, generation 2: 49%repetition, generation 3: 26%repetition, generation 4: 28%repetition, generation 5: 17%repetition, generation 6: 15%repetition, generation 7: 10%repetition, generation 8: 4%repetition, generation 9: 4%repetition, generation 10: 7%repetition, generation 11: 8%repetition, generation 12: 9%repetition, generation 13: 7%repetition, generation 14: 5%repetition, generation 15: 6%repetition, generation 16: 5%repetition, generation 17: 12%repetition, generation 18: 5%repetition, generation 19: 10%repetition, generation 20: 5%repetition, generation 21: 5%repetition, generation 22: 4%repetition, generation 23: 8%repetition, generation 24: 6%repetition, generation 25: 3%repetition, generation 26: 4%repetition, generation 27: 5%repetition, generation 28: 3%repetition, generation 29: 4%repetition, generation 30: 3%repetition, generation 31: 4%repetition, generation 32: 4%repetition, generation 33: 4%repetition, generation 34: 4%repetition, generation 35: 3%repetition, generation 36: 5%repetition, generation 37: 5%repetition, generation 38: 3%repetition, generation 39: 3%repetition, generation 40: 2%repetition, generation 41: 5%repetition, generation 42: 3%cut offcut off, generation 0: 0%cut off, generation 1: 0%cut off, generation 2: 0%cut off, generation 3: 0%cut off, generation 4: 0%cut off, generation 5: 0%cut off, generation 6: 0%cut off, generation 7: 0%cut off, generation 8: 0%cut off, generation 9: 0%cut off, generation 10: 0%cut off, generation 11: 0%cut off, generation 12: 0%cut off, generation 13: 0%cut off, generation 14: 0%cut off, generation 15: 0%cut off, generation 16: 0%cut off, generation 17: 0%cut off, generation 18: 0%cut off, generation 19: 0%cut off, generation 20: 0%cut off, generation 21: 0%cut off, generation 22: 0%cut off, generation 23: 0%cut off, generation 24: 0%cut off, generation 25: 0%cut off, generation 26: 0%cut off, generation 27: 0%cut off, generation 28: 0%cut off, generation 29: 0%cut off, generation 30: 0%cut off, generation 31: 0%cut off, generation 32: 0%cut off, generation 33: 0%cut off, generation 34: 0%cut off, generation 35: 0%cut off, generation 36: 0%cut off, generation 37: 0%cut off, generation 38: 0%cut off, generation 39: 0%cut off, generation 40: 0%cut off, generation 41: 0%cut off, generation 42: 0%
Self-play game length (plies)Self-play game length (plies)040.180.112016002142mean pliesmean plies, generation 0: 127mean plies, generation 1: 123mean plies, generation 2: 126mean plies, generation 3: 160mean plies, generation 4: 149mean plies, generation 5: 148mean plies, generation 6: 133mean plies, generation 7: 119mean plies, generation 8: 126mean plies, generation 9: 126mean plies, generation 10: 122mean plies, generation 11: 119mean plies, generation 12: 115mean plies, generation 13: 112mean plies, generation 14: 114mean plies, generation 15: 117mean plies, generation 16: 118mean plies, generation 17: 112mean plies, generation 18: 114mean plies, generation 19: 116mean plies, generation 20: 112mean plies, generation 21: 107mean plies, generation 22: 110mean plies, generation 23: 112mean plies, generation 24: 116mean plies, generation 25: 109mean plies, generation 26: 119mean plies, generation 27: 112mean plies, generation 28: 110mean plies, generation 29: 112mean plies, generation 30: 111mean plies, generation 31: 110mean plies, generation 32: 116mean plies, generation 33: 110mean plies, generation 34: 117mean plies, generation 35: 108mean plies, generation 36: 118mean plies, generation 37: 112mean plies, generation 38: 112mean plies, generation 39: 121mean plies, generation 40: 113mean plies, generation 41: 119mean plies, generation 42: 115
Self-play throughputSelf-play throughput09.99e+052e+063e+063.99e+0602142games / hourgames / hour, generation 0: 4.35e+03games / hour, generation 1: 2.17e+06games / hour, generation 2: 2.21e+06games / hour, generation 3: 8.06e+03games / hour, generation 4: 2.52e+06games / hour, generation 5: 2.65e+04games / hour, generation 6: 9.91e+03games / hour, generation 7: 1.12e+04games / hour, generation 8: 1.08e+04games / hour, generation 9: 1.07e+04games / hour, generation 10: 5.07e+04games / hour, generation 11: 1.18e+04games / hour, generation 12: 1.2e+04games / hour, generation 13: 1.25e+04games / hour, generation 14: 1.22e+04games / hour, generation 15: 4.21e+04games / hour, generation 16: 1.24e+04games / hour, generation 17: 1.31e+04games / hour, generation 18: 1.25e+04games / hour, generation 19: 1.27e+04games / hour, generation 20: 3.74e+04games / hour, generation 21: 1.35e+04games / hour, generation 22: 1.31e+04games / hour, generation 23: 1.31e+04games / hour, generation 24: 1.24e+04games / hour, generation 25: 5.65e+04games / hour, generation 26: 1.29e+04games / hour, generation 27: 1.34e+04games / hour, generation 28: 1.37e+04games / hour, generation 29: 1.35e+04games / hour, generation 30: 3.78e+06games / hour, generation 31: 1.64e+04games / hour, generation 32: 1.33e+04games / hour, generation 33: 1.42e+04games / hour, generation 34: 1.27e+04games / hour, generation 35: 3.93e+06games / hour, generation 36: 1.55e+04games / hour, generation 37: 1.43e+04games / hour, generation 38: 1.41e+04games / hour, generation 39: 1.32e+04games / hour, generation 40: 3.99e+06games / hour, generation 41: 1.69e+04games / hour, generation 42: 1.35e+04
Training positions per secondTraining positions per second020641361982512243positions / spositions / s, generation 1: 809positions / s, generation 2: 812positions / s, generation 3: 812positions / s, generation 4: 812positions / s, generation 5: 820positions / s, generation 6: 821positions / s, generation 7: 824positions / s, generation 8: 825positions / s, generation 9: 825positions / s, generation 10: 825positions / s, generation 11: 820positions / s, generation 12: 823positions / s, generation 13: 824positions / s, generation 14: 824positions / s, generation 15: 825positions / s, generation 16: 820positions / s, generation 17: 824positions / s, generation 18: 824positions / s, generation 19: 825positions / s, generation 20: 825positions / s, generation 21: 820positions / s, generation 22: 824positions / s, generation 23: 825positions / s, generation 24: 825positions / s, generation 25: 825positions / s, generation 26: 819positions / s, generation 27: 824positions / s, generation 28: 825positions / s, generation 29: 825positions / s, generation 30: 825positions / s, generation 31: 816positions / s, generation 32: 824positions / s, generation 33: 825positions / s, generation 34: 825positions / s, generation 35: 825positions / s, generation 36: 817positions / s, generation 37: 824positions / s, generation 38: 824positions / s, generation 39: 825positions / s, generation 40: 825positions / s, generation 41: 816positions / s, generation 42: 823positions / s, generation 43: 824
Policy agreement and value accuracyPolicy agreement and value accuracy0%25%50%75%100%12243policy top 1policy top 1, generation 1: 4%policy top 1, generation 2: 4%policy top 1, generation 3: 4%policy top 1, generation 4: 8%policy top 1, generation 5: 11%policy top 1, generation 6: 13%policy top 1, generation 7: 15%policy top 1, generation 8: 17%policy top 1, generation 9: 18%policy top 1, generation 10: 19%policy top 1, generation 11: 20%policy top 1, generation 12: 21%policy top 1, generation 13: 21%policy top 1, generation 14: 22%policy top 1, generation 15: 23%policy top 1, generation 16: 23%policy top 1, generation 17: 24%policy top 1, generation 18: 24%policy top 1, generation 19: 25%policy top 1, generation 20: 25%policy top 1, generation 21: 26%policy top 1, generation 22: 26%policy top 1, generation 23: 26%policy top 1, generation 24: 27%policy top 1, generation 25: 27%policy top 1, generation 26: 27%policy top 1, generation 27: 28%policy top 1, generation 28: 28%policy top 1, generation 29: 28%policy top 1, generation 30: 30%policy top 1, generation 31: 31%policy top 1, generation 32: 33%policy top 1, generation 33: 33%policy top 1, generation 34: 34%policy top 1, generation 35: 34%policy top 1, generation 36: 34%policy top 1, generation 37: 35%policy top 1, generation 38: 35%policy top 1, generation 39: 36%policy top 1, generation 40: 36%policy top 1, generation 41: 37%policy top 1, generation 42: 37%policy top 1, generation 43: 37%value signvalue sign, generation 1: 71%value sign, generation 2: 79%value sign, generation 3: 80%value sign, generation 4: 82%value sign, generation 5: 82%value sign, generation 6: 83%value sign, generation 7: 83%value sign, generation 8: 83%value sign, generation 9: 83%value sign, generation 10: 83%value sign, generation 11: 83%value sign, generation 12: 83%value sign, generation 13: 83%value sign, generation 14: 83%value sign, generation 15: 83%value sign, generation 16: 83%value sign, generation 17: 83%value sign, generation 18: 83%value sign, generation 19: 83%value sign, generation 20: 83%value sign, generation 21: 83%value sign, generation 22: 83%value sign, generation 23: 82%value sign, generation 24: 82%value sign, generation 25: 82%value sign, generation 26: 83%value sign, generation 27: 82%value sign, generation 28: 82%value sign, generation 29: 82%value sign, generation 30: 82%value sign, generation 31: 82%value sign, generation 32: 82%value sign, generation 33: 82%value sign, generation 34: 81%value sign, generation 35: 81%value sign, generation 36: 81%value sign, generation 37: 81%value sign, generation 38: 81%value sign, generation 39: 81%value sign, generation 40: 81%value sign, generation 41: 81%value sign, generation 42: 81%value sign, generation 43: 81%

Position-exam results have not been published for this run.

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