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output.txt
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output.txt
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{'train_runtime': 13494.4585, 'train_samples_per_second': 122.132, 'train_steps_per_second': 15.266, 'train_loss': 0.4119531395028971, 'epoch': 3.0}
17 it/s
{'eval_loss': 0.3925800323486328, 'eval_accuracy': 0.8927047252655029, 'eval_runtime': 19.7676, 'eval_samples_per_second': 497.886, 'eval_steps_per_second': 62.274}
74 it/s
Innoculation Output:
Baseline scores: [(5e-05, 0.30000000000000004, 0.8917902827262878), (5e-05, 0.4, 0.8916277289390564), (5e-05, 0.5, 0.8912213087081909), (5e-05, 0.6000000000000001, 0.8912009716033935), (5e-05, 0.7000000000000001, 0.890408456325531), (5e-05, 0.8, 0.8899613738059997), (5e-05, 0.9, 0.889351761341095), (5e-05, 1.0, 0.8881121754646302), (7e-05, 0.30000000000000004, 0.8910384058952332), (7e-05, 0.4, 0.8907539129257203), (7e-05, 0.5, 0.8898597836494446), (7e-05, 0.6000000000000001, 0.8894330501556397), (7e-05, 0.7000000000000001, 0.887624454498291), (7e-05, 0.8, 0.8859581351280212), (7e-05, 0.9, 0.8845966339111329), (7e-05, 1.0, 0.8825238823890686), (0.0001, 0.30000000000000004, 0.8905100584030151), (0.0001, 0.4, 0.8887421369552613), (0.0001, 0.5, 0.8859581351280212), (0.0001, 0.6000000000000001, 0.8830115914344787), (0.0001, 0.7000000000000001, 0.8807559251785279), (0.0001, 0.8, 0.8767730116844177), (0.0001, 0.9, 0.8731761932373047), (0.0001, 1.0, 0.8706360459327698), (0.0002, 0.30000000000000004, 0.8794147491455078), (0.0002, 0.4, 0.8727697730064392), (0.0002, 0.5, 0.8633204698562622), (0.0002, 0.6000000000000001, 0.8566957831382751), (0.0002, 0.7000000000000001, 0.8494614839553833), (0.0002, 0.8, 0.8440967321395874), (0.0002, 0.9, 0.8332452774047852), (0.0002, 1.0, 0.8442999362945557)]
Innoculation scores: [(5e-05, 0.30000000000000004, 0.4780248701572418), (5e-05, 0.4, 0.48401989340782164), (5e-05, 0.5, 0.4910149216651917), (5e-05, 0.6000000000000001, 0.4920397996902466), (5e-05, 0.7000000000000001, 0.49601989388465884), (5e-05, 0.8, 0.5260099470615387), (5e-05, 0.9, 0.5648557186126709), (5e-05, 1.0, 0.708661687374115), (7e-05, 0.30000000000000004, 0.4840248703956604), (7e-05, 0.4, 0.4920198917388916), (7e-05, 0.5, 0.5030149161815644), (7e-05, 0.6000000000000001, 0.5878557205200196), (7e-05, 0.7000000000000001, 0.6288059830665589), (7e-05, 0.8, 0.7557263851165772), (7e-05, 0.9, 0.8254577040672302), (7e-05, 1.0, 0.8812984943389892), (0.0001, 0.30000000000000004, 0.49303482174873353), (0.0001, 0.4, 0.5129800915718079), (0.0001, 0.5, 0.7406666517257691), (0.0001, 0.6000000000000001, 0.8193979978561401), (0.0001, 0.7000000000000001, 0.8493482589721679), (0.0001, 0.8, 0.8803333401679992), (0.0001, 0.9, 0.9132437825202941), (0.0001, 1.0, 0.9411691546440124), (0.0002, 0.30000000000000004, 0.713616919517517), (0.0002, 0.4, 0.890213942527771), (0.0002, 0.5, 0.8832238793373108), (0.0002, 0.6000000000000001, 0.9132089614868164), (0.0002, 0.7000000000000001, 0.9391592025756836), (0.0002, 0.8, 0.954144275188446), (0.0002, 0.9, 0.9601044654846191), (0.0002, 1.0, 0.9710945367813111)]
Average scores: [(5e-05, 0.30000000000000004, 0.6849075764417648), (5e-05, 0.4, 0.687823811173439), (5e-05, 0.5, 0.6911181151866913), (5e-05, 0.6000000000000001, 0.69162038564682), (5e-05, 0.7000000000000001, 0.6932141751050949), (5e-05, 0.8, 0.7079856604337692), (5e-05, 0.9, 0.7271037399768829), (5e-05, 1.0, 0.7983869314193726), (7e-05, 0.30000000000000004, 0.6875316381454468), (7e-05, 0.4, 0.6913869023323059), (7e-05, 0.5, 0.6964373499155044), (7e-05, 0.6000000000000001, 0.7386443853378296), (7e-05, 0.7000000000000001, 0.7582152187824249), (7e-05, 0.8, 0.8208422601222992), (7e-05, 0.9, 0.8550271689891815), (7e-05, 1.0, 0.8819111883640289), (0.0001, 0.30000000000000004, 0.6917724400758744), (0.0001, 0.4, 0.7008611142635346), (0.0001, 0.5, 0.8133123934268951), (0.0001, 0.6000000000000001, 0.8512047946453094), (0.0001, 0.7000000000000001, 0.865052092075348), (0.0001, 0.8, 0.8785531759262085), (0.0001, 0.9, 0.8932099878787995), (0.0001, 1.0, 0.9059026002883911), (0.0002, 0.30000000000000004, 0.7965158343315124), (0.0002, 0.4, 0.8814918577671051), (0.0002, 0.5, 0.8732721745967865), (0.0002, 0.6000000000000001, 0.8849523723125458), (0.0002, 0.7000000000000001, 0.8943103432655335), (0.0002, 0.8, 0.8991205036640167), (0.0002, 0.9, 0.8966748714447021), (0.0002, 1.0, 0.9076972365379333)]