80 KiB
80 KiB
| 1 | summary | config | name | |
|---|---|---|---|---|
| 2 | 0 | {'test/epoch_acc': 0.7333333333333334, 'test/precision': 0.8285714285714286, 'test/epoch_loss': 0.5664619127909343, 'train/epoch_acc': 0.8230958230958231, '_step': 2059, 'epoch': 9, '_timestamp': 1680692970.2016854, 'test/f1-score': 0.7073170731707318, 'train/batch_loss': 0.33577921986579895, 'train/epoch_loss': 0.4241055610431793, '_wandb': {'runtime': 363}, '_runtime': 367.13677954673767, 'test/recall': 0.6170212765957447} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.0003} | fiery-sweep-26 |
| 3 | 1 | {'epoch': 9, '_wandb': {'runtime': 338}, '_runtime': 341.8420207500458, 'test/precision': 0.6851851851851852, 'train/epoch_acc': 0.7125307125307125, 'train/epoch_loss': 0.649790015355375, '_step': 1039, 'test/recall': 0.8222222222222222, 'test/f1-score': 0.7474747474747475, 'test/epoch_acc': 0.7222222222222222, 'test/epoch_loss': 0.6454579922888014, 'train/batch_loss': 0.7014500498771667, '_timestamp': 1680692589.503975} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.0003} | radiant-sweep-25 |
| 4 | 2 | {'test/recall': 0.7837837837837838, 'test/precision': 0.935483870967742, 'test/epoch_loss': 0.34812947780333664, 'train/epoch_loss': 0.01614290558709019, '_step': 1039, 'epoch': 9, '_timestamp': 1680692234.39516, 'test/epoch_acc': 0.888888888888889, 'train/epoch_acc': 0.9987714987714988, 'train/batch_loss': 0.01956617273390293, '_wandb': {'runtime': 333}, '_runtime': 336.8275649547577, 'test/f1-score': 0.8529411764705881} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.003} | blooming-sweep-24 |
| 5 | 3 | {'_wandb': {'runtime': 327}, '_runtime': 331.57809829711914, '_timestamp': 1680691883.3877182, 'test/precision': 0.7608695652173914, 'test/epoch_loss': 0.5553177932898203, 'train/batch_loss': 0.5222326517105103, 'train/epoch_loss': 0.5324229019572753, 'epoch': 9, 'test/recall': 0.8333333333333334, 'test/f1-score': 0.7954545454545455, 'test/epoch_acc': 0.8, 'train/epoch_acc': 0.8353808353808354, '_step': 529} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.0003} | visionary-sweep-23 |
| 6 | 4 | {'train/epoch_loss': 0.7508098256090057, 'epoch': 1, '_timestamp': 1680691538.7247725, 'test/recall': 0.8846153846153846, 'test/epoch_acc': 0.5777777777777778, 'train/epoch_acc': 0.5577395577395577, 'train/batch_loss': 0.5083656311035156, '_step': 410, '_wandb': {'runtime': 70}, '_runtime': 71.64615154266357, 'test/f1-score': 0.7076923076923076, 'test/precision': 0.5897435897435898, 'test/epoch_loss': 1.5602711306677923} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.01} | ancient-sweep-22 |
| 7 | 5 | {'_step': 529, 'epoch': 9, '_wandb': {'runtime': 328}, '_timestamp': 1680691453.5148375, 'test/precision': 0.6885245901639344, 'train/epoch_loss': 0.49390909720111537, '_runtime': 331.44886469841003, 'test/recall': 0.9545454545454546, 'test/f1-score': 0.8, 'test/epoch_acc': 0.7666666666666667, 'test/epoch_loss': 0.4844042791260613, 'train/epoch_acc': 0.769041769041769, 'train/batch_loss': 0.4559023082256317} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 16, 'learning_rate': 0.003} | fresh-sweep-22 |
| 8 | 6 | {'test/epoch_acc': 0.9222222222222224, 'test/epoch_loss': 0.26263883135527266, 'train/epoch_acc': 0.9975429975429976, 'epoch': 9, '_wandb': {'runtime': 355}, '_timestamp': 1680691110.042932, 'test/recall': 0.8867924528301887, 'test/f1-score': 0.9306930693069309, '_step': 2059, '_runtime': 358.66950702667236, 'test/precision': 0.9791666666666666, 'train/batch_loss': 0.0031523401848971844, 'train/epoch_loss': 0.018423480946079804} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.01} | pleasant-sweep-21 |
| 9 | 7 | {'train/epoch_loss': 0.0014873178028192654, 'epoch': 9, '_runtime': 332.6156196594238, 'test/recall': 0.9148936170212766, 'test/f1-score': 0.8865979381443299, 'test/epoch_acc': 0.8777777777777778, 'test/epoch_loss': 0.3669874522421095, 'train/batch_loss': 0.003317732596769929, '_step': 279, '_wandb': {'runtime': 329}, '_timestamp': 1680690741.3215847, 'test/precision': 0.86, 'train/epoch_acc': 1} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 32, 'learning_rate': 0.01} | fragrant-sweep-20 |
| 10 | 8 | {'epoch': 9, 'test/recall': 0.82, 'test/precision': 0.7592592592592593, 'test/epoch_loss': 0.5786970999505785, 'train/epoch_acc': 0.8206388206388207, 'train/batch_loss': 0.58731609582901, '_step': 149, '_runtime': 342.05230498313904, '_timestamp': 1680690397.165603, 'test/f1-score': 0.7884615384615384, 'test/epoch_acc': 0.7555555555555555, 'train/epoch_loss': 0.5623220165765842, '_wandb': {'runtime': 338}} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 64, 'learning_rate': 0.001} | treasured-sweep-19 |
| 11 | 9 | {'_timestamp': 1680690042.488695, 'test/f1-score': 0.7865168539325843, 'test/precision': 0.8536585365853658, 'train/batch_loss': 0.5736206769943237, 'epoch': 9, '_wandb': {'runtime': 357}, '_runtime': 360.5366156101227, 'test/epoch_loss': 0.6037532766660054, 'train/epoch_acc': 0.7788697788697788, 'train/epoch_loss': 0.5984062318134074, '_step': 2059, 'test/recall': 0.7291666666666666, 'test/epoch_acc': 0.788888888888889} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 4, 'learning_rate': 0.0001} | desert-sweep-18 |
| 12 | 10 | {'_timestamp': 1680689670.8310964, 'test/f1-score': 0.8333333333333334, 'test/epoch_loss': 0.3740654948684904, 'train/epoch_acc': 0.8697788697788698, '_step': 2059, 'epoch': 9, 'test/recall': 0.7446808510638298, 'test/epoch_acc': 0.8444444444444444, 'test/precision': 0.945945945945946, 'train/batch_loss': 0.5778521299362183, 'train/epoch_loss': 0.3086323318522451, '_wandb': {'runtime': 362}, '_runtime': 365.3367943763733} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.003} | celestial-sweep-17 |
| 13 | 11 | {'test/recall': 0.9285714285714286, 'test/f1-score': 0.9176470588235294, 'test/precision': 0.9069767441860463, 'train/epoch_acc': 1, 'epoch': 9, '_wandb': {'runtime': 337}, '_runtime': 340.39124369621277, '_timestamp': 1680689237.7951498, 'train/epoch_loss': 0.0053219743558098115, '_step': 149, 'test/epoch_acc': 0.9222222222222224, 'test/epoch_loss': 0.18080708616309696, 'train/batch_loss': 0.004256190732121468} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 64, 'learning_rate': 0.01} | cosmic-sweep-15 |
| 14 | 12 | {'_timestamp': 1680688886.363035, 'test/recall': 0.8222222222222222, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.925, 'train/epoch_loss': 0.09628425111664636, 'test/epoch_loss': 0.23811448697621623, 'train/epoch_acc': 0.968058968058968, 'train/batch_loss': 0.21692615747451785, '_step': 2059, 'epoch': 9, '_wandb': {'runtime': 356}, '_runtime': 359.0396990776062, 'test/f1-score': 0.8705882352941177} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.001} | stilted-sweep-14 |
| 15 | 13 | {'_step': 149, 'test/f1-score': 0.9278350515463918, 'test/epoch_loss': 0.16714997291564945, 'train/epoch_acc': 1, 'test/epoch_acc': 0.9222222222222224, 'test/precision': 0.9574468085106383, 'train/batch_loss': 0.007201554253697395, 'epoch': 9, '_wandb': {'runtime': 333}, '_runtime': 336.5640392303467, '_timestamp': 1680688517.0028613, 'test/recall': 0.9, 'train/epoch_loss': 0.007631345846546077} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.01} | frosty-sweep-13 |
| 16 | 14 | {'test/epoch_acc': 0.8777777777777778, 'test/epoch_loss': 0.32556109494633145, 'train/epoch_loss': 0.17368088453934877, '_runtime': 331.98337984085083, '_timestamp': 1680688162.2054858, 'test/recall': 0.8181818181818182, 'test/f1-score': 0.8674698795180724, 'test/precision': 0.9230769230769232, 'train/epoch_acc': 0.9496314496314496, 'train/batch_loss': 0.27152174711227417, '_step': 529, 'epoch': 9, '_wandb': {'runtime': 328}} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.001} | young-sweep-12 |
| 17 | 15 | {'_wandb': {'runtime': 332}, 'test/f1-score': 0.7311827956989247, 'train/epoch_loss': 0.5277571982775039, '_step': 1039, 'epoch': 9, 'test/recall': 0.8292682926829268, 'test/epoch_acc': 0.7222222222222222, 'test/precision': 0.6538461538461539, 'test/epoch_loss': 0.5193446947468652, 'train/epoch_acc': 0.7469287469287469, 'train/batch_loss': 0.3307788372039795, '_runtime': 335.6552822589874, '_timestamp': 1680687816.5057352} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.1} | sandy-sweep-11 |
| 18 | 16 | {'test/epoch_acc': 0.8555555555555556, 'test/precision': 0.8085106382978723, 'test/epoch_loss': 0.4616309046745301, '_wandb': {'runtime': 334}, '_runtime': 336.80703043937683, '_timestamp': 1680687470.9289024, 'test/recall': 0.9047619047619048, 'train/batch_loss': 0.0030224076472222805, 'train/epoch_loss': 0.003708146820279612, '_step': 149, 'epoch': 9, 'test/f1-score': 0.853932584269663, 'train/epoch_acc': 1} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.1} | laced-sweep-10 |
| 19 | 17 | {'_runtime': 265.48077392578125, 'test/recall': 0.08888888888888889, 'test/epoch_acc': 0.45555555555555555, 'train/epoch_loss': 9.16968992828444, '_wandb': {'runtime': 265}, 'epoch': 7, '_timestamp': 1680687113.1220188, 'test/f1-score': 0.14035087719298245, 'test/precision': 0.3333333333333333, 'test/epoch_loss': 11610.708938450283, 'train/epoch_acc': 0.5331695331695332, 'train/batch_loss': 9.74098777770996, '_step': 422} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.1} | jumping-sweep-9 |
| 20 | 18 | {'test/precision': 0.8913043478260869, 'train/epoch_acc': 0.8955773955773956, 'train/epoch_loss': 0.3055295220024756, '_wandb': {'runtime': 327}, '_timestamp': 1680686834.80723, 'test/f1-score': 0.845360824742268, 'test/epoch_acc': 0.8333333333333334, 'test/epoch_loss': 0.3831123087141249, 'train/batch_loss': 0.34334877133369446, '_step': 529, 'epoch': 9, '_runtime': 330.36346793174744, 'test/recall': 0.803921568627451} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 16, 'learning_rate': 0.0003} | dutiful-sweep-8 |
| 21 | 19 | {'epoch': 2, '_runtime': 99.40804982185364, '_timestamp': 1680686491.634724, 'test/epoch_acc': 0.45555555555555555, 'test/precision': 0.45555555555555555, 'test/epoch_loss': 6.554853016439314e+29, 'train/batch_loss': 'NaN', '_step': 157, '_wandb': {'runtime': 99}, 'test/recall': 1, 'test/f1-score': 0.6259541984732825, 'train/epoch_acc': 0.484029484029484, 'train/epoch_loss': 'NaN'} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.1} | olive-sweep-7 |
| 22 | 20 | {'_wandb': {'runtime': 334}, '_runtime': 337.17863941192627, 'test/recall': 0.8888888888888888, 'test/f1-score': 0.8695652173913044, 'test/epoch_acc': 0.8666666666666667, 'test/precision': 0.851063829787234, 'test/epoch_loss': 0.35141510632303025, 'train/epoch_acc': 0.9103194103194104, 'train/batch_loss': 0.3707323968410492, '_step': 279, 'epoch': 9, '_timestamp': 1680686383.3591404, 'train/epoch_loss': 0.3219767680771521} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 32, 'learning_rate': 0.001} | good-sweep-6 |
| 23 | 21 | {'test/recall': 0.6938775510204082, 'test/f1-score': 0.6601941747572815, 'test/epoch_acc': 0.6111111111111112, 'train/epoch_acc': 0.5196560196560196, '_wandb': {'runtime': 342}, '_runtime': 344.80718994140625, '_timestamp': 1680686028.304971, 'test/precision': 0.6296296296296297, 'test/epoch_loss': 0.6818753732575311, 'train/batch_loss': 0.7027227878570557, 'train/epoch_loss': 0.6907664721955246, '_step': 149, 'epoch': 9} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 64, 'learning_rate': 0.0003} | summer-sweep-5 |
| 24 | 22 | {'epoch': 9, '_timestamp': 1680685671.7387648, 'test/epoch_acc': 0.9222222222222224, 'test/epoch_loss': 0.22382020586066775, 'train/epoch_acc': 0.9864864864864864, '_step': 529, '_runtime': 333.9663326740265, 'test/recall': 0.8717948717948718, 'test/f1-score': 0.9066666666666668, 'test/precision': 0.9444444444444444, 'train/batch_loss': 0.15035715699195862, 'train/epoch_loss': 0.10497688309859292, '_wandb': {'runtime': 331}} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 16, 'learning_rate': 0.001} | firm-sweep-4 |
| 25 | 23 | {'_step': 149, '_runtime': 335.79468297958374, 'test/recall': 0.925, 'test/f1-score': 0.6379310344827587, 'test/precision': 0.4868421052631579, 'test/epoch_loss': 0.6597137530644734, 'train/batch_loss': 0.652446985244751, 'epoch': 9, '_wandb': {'runtime': 333}, '_timestamp': 1680685319.453976, 'test/epoch_acc': 0.5333333333333333, 'train/epoch_acc': 0.5909090909090909, 'train/epoch_loss': 0.6564877619028677} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 64, 'learning_rate': 0.0001} | genial-sweep-3 |
| 26 | 24 | {'_step': 529, 'test/recall': 0.9736842105263158, 'test/f1-score': 0.7628865979381443, 'test/precision': 0.6271186440677966, 'test/epoch_loss': 0.5467572536733415, 'train/epoch_acc': 0.7899262899262899, 'epoch': 9, '_wandb': {'runtime': 329}, '_runtime': 331.50625491142273, '_timestamp': 1680684975.004809, 'test/epoch_acc': 0.7444444444444445, 'train/batch_loss': 0.5583129525184631, 'train/epoch_loss': 0.4703364581675143} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 16, 'learning_rate': 0.1} | fine-sweep-2 |
| 27 | 25 | {'_timestamp': 1680684633.811369, 'test/f1-score': 0.896551724137931, 'test/epoch_acc': 0.9, 'test/epoch_loss': 0.30911533037821454, '_step': 529, 'epoch': 9, '_wandb': {'runtime': 447}, '_runtime': 450.5545320510864, 'train/epoch_acc': 0.9987714987714988, 'train/batch_loss': 0.005764181260019541, 'test/recall': 0.8863636363636364, 'test/precision': 0.9069767441860463, 'train/epoch_loss': 0.007131033717467008} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 16, 'learning_rate': 0.01} | visionary-sweep-1 |
| 28 | 26 | {'_step': 239, 'epoch': 1, '_timestamp': 1680629962.8990817, 'train/epoch_acc': 0.8931203931203932, 'train/batch_loss': 0.08615076541900635, '_wandb': {'runtime': 83}, '_runtime': 83.58446168899536, 'test/recall': 0.9047619047619048, 'test/f1-score': 0.8735632183908046, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.8444444444444444, 'test/epoch_loss': 0.29840316110187104, 'train/epoch_loss': 0.2428556958016658} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.1} | stoic-sweep-14 |
| 29 | 27 | {'_timestamp': 1680629872.8401277, 'test/recall': 0.975, 'test/f1-score': 0.951219512195122, 'test/epoch_loss': 0.20102048052681817, 'train/epoch_acc': 0.9803439803439804, '_step': 149, '_wandb': {'runtime': 347}, '_runtime': 348.9410927295685, 'train/batch_loss': 0.10338585078716278, 'train/epoch_loss': 0.1163152276517718, 'epoch': 9, 'test/epoch_acc': 0.9555555555555556, 'test/precision': 0.9285714285714286} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 64, 'learning_rate': 0.01} | rich-sweep-13 |
| 30 | 28 | {'_timestamp': 1680629513.1781075, 'test/epoch_loss': 3.395405118153546e+20, 'train/batch_loss': 82027960, 'train/epoch_loss': 60563307.6520902, 'epoch': 3, '_wandb': {'runtime': 135}, '_runtime': 132.22715950012207, 'test/recall': 0.9111111111111112, 'test/f1-score': 0.6721311475409836, 'test/epoch_acc': 0.5555555555555556, 'test/precision': 0.5324675324675324, 'train/epoch_acc': 0.5282555282555282, '_step': 210} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 16, 'learning_rate': 0.003} | smooth-sweep-12 |
| 31 | 29 | {'test/recall': 0.8888888888888888, 'test/f1-score': 0.6597938144329897, 'test/precision': 0.5245901639344263, 'test/epoch_loss': 0.6240786300765143, '_step': 279, '_runtime': 327.2181556224823, '_timestamp': 1680629374.0562296, 'test/epoch_acc': 0.6333333333333333, 'train/epoch_acc': 0.7469287469287469, 'train/batch_loss': 0.5836847424507141, 'train/epoch_loss': 0.6072891213970044, 'epoch': 9, '_wandb': {'runtime': 326}} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 32, 'learning_rate': 0.0003} | resilient-sweep-11 |
| 32 | 30 | {'_wandb': {'runtime': 330}, '_timestamp': 1680629038.456323, 'test/epoch_loss': 0.2657569663392173, 'train/epoch_loss': 0.12745249926751018, '_step': 529, '_runtime': 332.23273372650146, 'test/recall': 0.8269230769230769, 'test/f1-score': 0.8958333333333334, 'test/epoch_acc': 0.888888888888889, 'test/precision': 0.9772727272727272, 'train/epoch_acc': 0.9717444717444718, 'train/batch_loss': 0.13025684654712677, 'epoch': 9} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.001} | serene-sweep-10 |
| 33 | 31 | {'test/f1-score': 0.9, 'test/epoch_acc': 0.9111111111111112, 'test/precision': 0.972972972972973, 'test/epoch_loss': 0.23338710864384968, 'train/epoch_acc': 0.9275184275184276, 'train/batch_loss': 0.11391787976026536, 'epoch': 9, '_wandb': {'runtime': 334}, 'train/epoch_loss': 0.2116023584907412, '_timestamp': 1680628699.1189623, 'test/recall': 0.8372093023255814, '_step': 1039, '_runtime': 335.94198656082153} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 8, 'learning_rate': 0.0003} | cool-sweep-9 |
| 34 | 32 | {'_timestamp': 1680628351.790065, 'test/recall': 0.8863636363636364, 'test/epoch_acc': 0.7777777777777778, 'train/epoch_acc': 0.7702702702702703, 'train/epoch_loss': 0.6034659886828805, 'epoch': 9, '_wandb': {'runtime': 326}, '_runtime': 327.29265093803406, 'test/epoch_loss': 0.5824494547314114, 'train/batch_loss': 0.5777762532234192, '_step': 529, 'test/f1-score': 0.7959183673469388, 'test/precision': 0.7222222222222222} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.0001} | lilac-sweep-8 |
| 35 | 33 | {'epoch': 9, '_runtime': 337.11313247680664, 'test/f1-score': 0.717391304347826, 'test/epoch_acc': 0.7111111111111111, 'test/epoch_loss': 0.6369305915302701, 'train/batch_loss': 0.5935282111167908, '_step': 149, '_timestamp': 1680628016.5942774, 'test/recall': 0.8048780487804879, 'test/precision': 0.6470588235294118, 'train/epoch_acc': 0.7199017199017199, 'train/epoch_loss': 0.618001790392311, '_wandb': {'runtime': 335}} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 64, 'learning_rate': 0.001} | warm-sweep-7 |
| 36 | 34 | {'_step': 2059, 'epoch': 9, '_wandb': {'runtime': 354}, '_runtime': 355.7423675060272, '_timestamp': 1680627667.6215644, 'test/epoch_acc': 0.6333333333333333, 'test/epoch_loss': 0.6619265423880683, 'train/epoch_acc': 0.6498771498771498, 'test/recall': 0.8, 'test/f1-score': 0.6857142857142857, 'test/precision': 0.6, 'train/batch_loss': 0.6662057638168335, 'train/epoch_loss': 0.6663250732773353} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.0001} | giddy-sweep-6 |
| 37 | 35 | {'test/recall': 0.8163265306122449, 'test/f1-score': 0.7766990291262137, 'test/precision': 0.7407407407407407, 'test/epoch_loss': 0.6307997491624621, 'train/epoch_acc': 0.7125307125307125, 'train/batch_loss': 0.6531811356544495, '_wandb': {'runtime': 343}, '_runtime': 344.59358406066895, '_timestamp': 1680627305.434523, 'test/epoch_acc': 0.7444444444444445, 'train/epoch_loss': 0.6398702088093582, '_step': 149, 'epoch': 9} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 64, 'learning_rate': 0.0001} | stellar-sweep-5 |
| 38 | 36 | {'test/precision': 0.9705882352941176, 'test/epoch_loss': 0.1906787835785912, 'train/epoch_acc': 0.9975429975429976, '_step': 1039, 'epoch': 9, '_wandb': {'runtime': 334}, 'test/f1-score': 0.9041095890410958, 'train/batch_loss': 0.0006497434806078672, 'train/epoch_loss': 0.02095988139033052, '_runtime': 335.76391553878784, '_timestamp': 1680626951.0603056, 'test/recall': 0.8461538461538461, 'test/epoch_acc': 0.9222222222222224} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.003} | olive-sweep-4 |
| 39 | 37 | {'epoch': 9, '_runtime': 333.64992809295654, '_timestamp': 1680626608.419389, 'train/epoch_loss': 0.11751884335528429, 'train/epoch_acc': 0.984029484029484, '_step': 149, '_wandb': {'runtime': 332}, 'test/recall': 0.925, 'test/f1-score': 0.8705882352941177, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.8222222222222222, 'test/epoch_loss': 0.27919367684258356, 'train/batch_loss': 0.12675245106220245} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.003} | dazzling-sweep-3 |
| 40 | 38 | {'test/precision': 0.5306122448979592, '_wandb': {'runtime': 336}, '_timestamp': 1680626264.5954974, 'test/recall': 0.6842105263157895, 'test/epoch_acc': 0.6111111111111112, 'test/epoch_loss': 0.6708752089076572, 'train/epoch_acc': 0.6547911547911548, 'train/batch_loss': 0.5270536541938782, 'train/epoch_loss': 0.6389284106085868, '_step': 1039, 'epoch': 9, '_runtime': 337.19885444641113, 'test/f1-score': 0.5977011494252874} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.01} | kind-sweep-2 |
| 41 | 39 | {'train/epoch_loss': 0.3516608065117782, 'epoch': 9, 'test/epoch_acc': 0.8555555555555556, 'test/precision': 0.8444444444444444, 'train/epoch_acc': 0.8746928746928747, 'train/batch_loss': 0.3848239779472351, 'test/f1-score': 0.853932584269663, 'test/epoch_loss': 0.38614972366227046, '_step': 529, '_wandb': {'runtime': 337}, '_runtime': 337.9836483001709, '_timestamp': 1680625919.9645753, 'test/recall': 0.8636363636363636} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 16, 'learning_rate': 0.003} | morning-sweep-1 |
| 42 | 40 | {'train/epoch_loss': 0.02368298517580857, 'epoch': 9, 'test/recall': 0.8653846153846154, 'test/f1-score': 0.9, 'test/precision': 0.9375, 'test/epoch_acc': 0.888888888888889, 'test/epoch_loss': 0.25786760796585845, 'train/epoch_acc': 0.9975429975429976, 'train/batch_loss': 0.05631007254123688, '_step': 2059, '_wandb': {'runtime': 346}, '_runtime': 347.9354045391083, '_timestamp': 1680624250.2654595} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 4, 'learning_rate': 0.1} | valiant-sweep-23 |
| 43 | 41 | {'train/batch_loss': 0.5639374256134033, '_timestamp': 1680623895.362503, 'test/recall': 0.8936170212765957, 'test/f1-score': 0.8571428571428571, 'test/epoch_acc': 0.8444444444444444, 'test/precision': 0.8235294117647058, 'test/epoch_loss': 0.490613665845659, 'train/epoch_acc': 0.8243243243243243, '_step': 1039, 'epoch': 9, '_wandb': {'runtime': 327}, '_runtime': 329.4802031517029, 'train/epoch_loss': 0.48581602795996887} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.0003} | earnest-sweep-22 |
| 44 | 42 | {'_timestamp': 1680623556.4586525, 'test/recall': 0.9148936170212766, 'test/f1-score': 0.9052631578947368, 'test/epoch_acc': 0.9, 'test/precision': 0.8958333333333334, 'test/epoch_loss': 0.2318242397573259, 'train/epoch_acc': 0.995085995085995, 'epoch': 9, '_wandb': {'runtime': 326}, '_runtime': 328.0050995349884, 'train/batch_loss': 0.06110217794775963, 'train/epoch_loss': 0.05107141801451289, '_step': 149} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 64, 'learning_rate': 0.003} | genial-sweep-21 |
| 45 | 43 | {'_runtime': 327.10622239112854, '_timestamp': 1680623221.0825984, 'test/recall': 0.8723404255319149, 'test/epoch_acc': 0.7444444444444445, 'test/epoch_loss': 0.5943129923608568, 'train/epoch_acc': 0.7911547911547911, '_step': 149, '_wandb': {'runtime': 325}, 'train/epoch_loss': 0.5714027147914034, 'test/precision': 0.7068965517241379, 'train/batch_loss': 0.6166229844093323, 'epoch': 9, 'test/f1-score': 0.780952380952381} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 64, 'learning_rate': 0.001} | lemon-sweep-20 |
| 46 | 44 | {'_runtime': 331.60892701148987, 'test/recall': 0.7021276595744681, 'test/epoch_acc': 0.6, 'test/precision': 0.6, 'test/epoch_loss': 0.6746161646313138, 'train/batch_loss': 0.7205827236175537, '_step': 1039, '_wandb': {'runtime': 330}, '_timestamp': 1680622885.059607, 'test/f1-score': 0.6470588235294118, 'train/epoch_acc': 0.6277641277641277, 'train/epoch_loss': 0.6722187732302879, 'epoch': 9} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.0001} | ancient-sweep-19 |
| 47 | 45 | {'_wandb': {'runtime': 347}, '_runtime': 348.9979507923126, '_timestamp': 1680622545.2735748, 'test/f1-score': 0.898876404494382, 'test/epoch_acc': 0.9, 'test/epoch_loss': 0.24883262103216516, '_step': 2059, 'epoch': 9, 'train/epoch_acc': 0.9877149877149876, 'train/epoch_loss': 0.0466749508011656, 'train/batch_loss': 0.015468262135982512, 'test/recall': 0.8695652173913043, 'test/precision': 0.9302325581395348} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.01} | smart-sweep-18 |
| 48 | 46 | {'test/precision': 0.945945945945946, 'epoch': 9, '_wandb': {'runtime': 328}, '_runtime': 329.3028633594513, '_timestamp': 1680622188.8210304, 'test/recall': 0.8536585365853658, 'test/f1-score': 0.8974358974358975, '_step': 1039, 'test/epoch_acc': 0.9111111111111112, 'test/epoch_loss': 0.2015038196825319, 'train/epoch_acc': 0.9815724815724816, 'train/batch_loss': 0.007225348148494959, 'train/epoch_loss': 0.07856258183731457} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.003} | sleek-sweep-17 |
| 49 | 47 | {'_step': 279, 'epoch': 9, '_wandb': {'runtime': 321}, '_timestamp': 1680621849.979658, 'train/epoch_acc': 0.828009828009828, 'train/batch_loss': 0.6047794222831726, 'train/epoch_loss': 0.5808350268101516, '_runtime': 323.3842430114746, 'test/recall': 0.8301886792452831, 'test/f1-score': 0.8543689320388349, 'test/epoch_acc': 0.8333333333333334, 'test/precision': 0.88, 'test/epoch_loss': 0.5843977000978258} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 32, 'learning_rate': 0.0001} | winter-sweep-16 |
| 50 | 48 | {'test/recall': 0.85, 'train/batch_loss': 0.001602485659532249, 'epoch': 9, '_wandb': {'runtime': 346}, '_timestamp': 1680621511.323635, 'test/f1-score': 0.85, 'test/epoch_acc': 0.8666666666666667, 'test/precision': 0.85, 'test/epoch_loss': 0.5281610590923164, 'train/epoch_acc': 0.995085995085995, '_step': 2059, '_runtime': 347.8050694465637, 'train/epoch_loss': 0.029015880939893934} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.1} | rare-sweep-15 |
| 51 | 49 | {'_step': 2059, 'epoch': 9, '_wandb': {'runtime': 346}, '_runtime': 347.7671456336975, 'test/epoch_acc': 0.9222222222222224, 'test/precision': 0.9487179487179488, 'train/epoch_loss': 0.04606454834343147, '_timestamp': 1680621147.5604067, 'test/recall': 0.8809523809523809, 'test/f1-score': 0.9135802469135802, 'test/epoch_loss': 0.22225395898438163, 'train/epoch_acc': 0.9864864864864864, 'train/batch_loss': 0.010366588830947876} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.001} | stoic-sweep-14 |
| 52 | 50 | {'train/epoch_acc': 0.6523341523341524, 'train/batch_loss': 0.6023905277252197, '_wandb': {'runtime': 351}, '_timestamp': 1680620790.920825, 'test/recall': 0.675, 'test/f1-score': 0.6585365853658537, 'test/precision': 0.6428571428571429, 'test/epoch_loss': 0.661226307021247, 'train/epoch_loss': 0.6673213337211703, '_step': 2059, 'epoch': 9, '_runtime': 352.6435329914093, 'test/epoch_acc': 0.6888888888888889} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.0001} | glorious-sweep-13 |
| 53 | 51 | {'epoch': 9, '_wandb': {'runtime': 329}, 'test/recall': 0.9574468085106383, 'test/f1-score': 0.9782608695652174, 'test/precision': 1, 'train/batch_loss': 0.004083937965333462, 'train/epoch_loss': 0.0071195896911716286, '_step': 149, '_runtime': 330.7649688720703, '_timestamp': 1680620431.024078, 'test/epoch_acc': 0.977777777777778, 'test/epoch_loss': 0.1352142873737547, 'train/epoch_acc': 1} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.01} | chocolate-sweep-12 |
| 54 | 52 | {'train/epoch_loss': 0.5577488642652731, '_step': 149, '_wandb': {'runtime': 328}, 'test/recall': 0.926829268292683, 'test/f1-score': 0.8636363636363636, 'test/precision': 0.8085106382978723, 'train/epoch_acc': 0.800982800982801, 'train/batch_loss': 0.5299303531646729, 'epoch': 9, '_runtime': 329.12984681129456, '_timestamp': 1680620092.0697718, 'test/epoch_acc': 0.8666666666666667, 'test/epoch_loss': 0.5375637359089321} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.0003} | glowing-sweep-11 |
| 55 | 53 | {'train/epoch_acc': 0.8611793611793611, '_step': 279, 'epoch': 9, '_wandb': {'runtime': 322}, '_timestamp': 1680619755.0191748, 'test/f1-score': 0.7659574468085105, 'train/batch_loss': 0.5281365513801575, 'train/epoch_loss': 0.46212616409072127, '_runtime': 324.3058567047119, 'test/recall': 0.7659574468085106, 'test/epoch_acc': 0.7555555555555555, 'test/precision': 0.7659574468085106, 'test/epoch_loss': 0.5337554746203952} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 32, 'learning_rate': 0.003} | different-sweep-10 |
| 56 | 54 | {'test/epoch_loss': 0.5470490535100301, 'train/batch_loss': 0.6183260083198547, '_step': 279, 'epoch': 9, '_runtime': 327.0705659389496, '_timestamp': 1680619423.656795, 'test/recall': 0.9523809523809524, 'test/precision': 0.7843137254901961, '_wandb': {'runtime': 325}, 'test/f1-score': 0.8602150537634408, 'test/epoch_acc': 0.8555555555555556, 'train/epoch_acc': 0.8058968058968059, 'train/epoch_loss': 0.5580001385557564} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 32, 'learning_rate': 0.003} | lilac-sweep-9 |
| 57 | 55 | {'test/f1-score': 0.7956989247311828, 'test/precision': 0.8409090909090909, 'train/batch_loss': 0.6300776600837708, '_step': 529, 'epoch': 9, '_runtime': 328.68579959869385, '_timestamp': 1680619089.5332966, 'test/recall': 0.7551020408163265, 'train/epoch_loss': 0.46969629490990605, '_wandb': {'runtime': 327}, 'test/epoch_acc': 0.788888888888889, 'test/epoch_loss': 0.46168507006433274, 'train/epoch_acc': 0.773955773955774} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.1} | crimson-sweep-8 |
| 58 | 56 | {'test/recall': 0.8181818181818182, 'test/epoch_loss': 0.44089303129391433, 'train/epoch_acc': 0.9938574938574938, 'train/epoch_loss': 0.02176519967463292, 'test/epoch_acc': 0.8555555555555556, 'test/precision': 0.9375, '_step': 2059, 'epoch': 9, '_wandb': {'runtime': 349}, '_runtime': 350.2308712005615, '_timestamp': 1680618753.2361271, 'test/f1-score': 0.8737864077669902, 'train/batch_loss': 0.011611333116889} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.003} | still-sweep-7 |
| 59 | 57 | {'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.85, 'test/epoch_loss': 0.24035142682841976, 'train/epoch_acc': 0.9938574938574938, 'epoch': 9, '_wandb': {'runtime': 333}, 'test/recall': 0.8717948717948718, 'test/f1-score': 0.8607594936708861, 'train/epoch_loss': 0.02099113287724536, '_step': 1039, '_runtime': 334.69481587409973, '_timestamp': 1680618396.0194488, 'train/batch_loss': 0.030084805563092232} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.01} | charmed-sweep-6 |
| 60 | 58 | {'epoch': 9, '_wandb': {'runtime': 335}, '_timestamp': 1680618051.044084, 'train/epoch_acc': 0.9963144963144964, 'train/epoch_loss': 0.010693324584853135, '_step': 1039, 'test/recall': 0.8780487804878049, 'test/f1-score': 0.8674698795180722, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.8571428571428571, 'test/epoch_loss': 0.5385394818252988, 'train/batch_loss': 0.001848929445259273, '_runtime': 336.1621870994568} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 8, 'learning_rate': 0.0003} | restful-sweep-5 |
| 61 | 59 | {'train/epoch_acc': 1, 'train/batch_loss': 0.004928763955831528, 'train/epoch_loss': 0.004462716538065481, '_step': 149, '_runtime': 334.4848310947418, 'test/f1-score': 0.8409090909090909, 'test/epoch_acc': 0.8444444444444444, 'test/precision': 0.8409090909090909, 'epoch': 9, '_wandb': {'runtime': 333}, '_timestamp': 1680617708.075962, 'test/recall': 0.8409090909090909, 'test/epoch_loss': 0.6238909363746643} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.1} | proud-sweep-4 |
| 62 | 60 | {'epoch': 9, '_runtime': 338.4922821521759, '_timestamp': 1680617365.2791553, 'test/recall': 0.75, 'test/f1-score': 0.4778761061946903, 'test/precision': 0.35064935064935066, 'test/epoch_loss': 0.7233364171451993, 'train/epoch_acc': 0.5626535626535626, 'train/batch_loss': 0.6750851273536682, 'train/epoch_loss': 0.6796711432845938, '_step': 149, '_wandb': {'runtime': 337}, 'test/epoch_acc': 0.34444444444444444} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 64, 'learning_rate': 0.0001} | visionary-sweep-3 |
| 63 | 61 | {'test/recall': 1, 'test/f1-score': 0.59375, 'test/epoch_loss': 109.22879723442924, 'train/epoch_acc': 0.5147420147420148, '_step': 110, 'epoch': 3, '_runtime': 129.48883533477783, '_timestamp': 1680617007.4126654, 'train/batch_loss': 1.2695436477661133, 'train/epoch_loss': 3.225923076601521, '_wandb': {'runtime': 132}, 'test/epoch_acc': 0.4222222222222222, 'test/precision': 0.4222222222222222} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 32, 'learning_rate': 0.1} | splendid-sweep-2 |
| 64 | 62 | {'train/epoch_loss': 0.5949591096554693, '_step': 1039, 'epoch': 9, 'test/recall': 0.8636363636363636, 'test/f1-score': 0.8172043010752688, 'test/precision': 0.7755102040816326, 'test/epoch_loss': 0.6018742865986294, '_wandb': {'runtime': 372}, '_runtime': 373.84231185913086, '_timestamp': 1680616870.0621138, 'test/epoch_acc': 0.8111111111111111, 'train/epoch_acc': 0.7727272727272727, 'train/batch_loss': 0.563504695892334} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.0001} | snowy-sweep-1 |
| 65 | 63 | {'_timestamp': 1678798635.5359335, 'test/recall': 0.5813953488372093, 'test/epoch_acc': 0.6333333333333333, 'test/precision': 0.625, 'train/epoch_loss': 0.684732110699506, '_step': 529, '_runtime': 333.6077947616577, 'test/f1-score': 0.6024096385542168, 'test/epoch_loss': 0.6787986318270366, 'train/epoch_acc': 0.5552825552825553, 'train/batch_loss': 0.7118003964424133, 'epoch': 9, '_wandb': {'runtime': 327}} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.0001} | comic-sweep-38 |
| 66 | 64 | {'test/epoch_loss': 0.5120628664890925, 'train/epoch_acc': 1, '_wandb': {'runtime': 337}, '_runtime': 342.7867271900177, '_timestamp': 1678798288.876002, 'test/recall': 1, 'test/f1-score': 0.888888888888889, 'test/precision': 0.8, 'train/epoch_loss': 0.001254009526264133, '_step': 149, 'epoch': 9, 'test/epoch_acc': 0.888888888888889, 'train/batch_loss': 0.0015535189304500818} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.1} | magic-sweep-37 |
| 67 | 65 | {'test/f1-score': 0.6190476190476191, 'test/epoch_loss': 0.6593369828330146, 'train/batch_loss': 0.6705241203308105, 'train/epoch_loss': 0.659313001562395, 'epoch': 9, '_runtime': 338.4290623664856, '_timestamp': 1678797929.8979273, 'test/recall': 0.6341463414634146, 'test/epoch_acc': 0.6444444444444445, 'test/precision': 0.6046511627906976, 'train/epoch_acc': 0.6572481572481572, '_step': 279, '_wandb': {'runtime': 332}} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 32, 'learning_rate': 0.0003} | azure-sweep-36 |
| 68 | 66 | {'test/epoch_acc': 0.9, 'test/epoch_loss': 0.5167779392666287, '_step': 1039, '_wandb': {'runtime': 343}, '_timestamp': 1678797575.4461255, 'test/recall': 0.8703703703703703, 'test/f1-score': 0.912621359223301, 'test/precision': 0.9591836734693876, 'train/epoch_acc': 0.7911547911547911, 'train/batch_loss': 0.5475739240646362, 'epoch': 9, '_runtime': 349.1018385887146, 'train/epoch_loss': 0.542006236622316} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.001} | easy-sweep-35 |
| 69 | 67 | {'test/epoch_loss': 0.27850865055532065, 'train/batch_loss': 4.9947026127483696e-05, 'train/epoch_loss': 0.012833298822080874, '_timestamp': 1678797212.2311337, 'test/recall': 0.8611111111111112, '_wandb': {'runtime': 362}, '_runtime': 367.9372293949127, 'test/f1-score': 0.8611111111111112, 'test/epoch_acc': 0.888888888888889, 'test/precision': 0.8611111111111112, 'train/epoch_acc': 0.9987714987714988, '_step': 2059, 'epoch': 9} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.003} | usual-sweep-34 |
| 70 | 68 | {'_step': 529, '_runtime': 335.99687933921814, 'test/f1-score': 0.903846153846154, 'test/epoch_acc': 0.888888888888889, 'test/precision': 0.8392857142857143, 'test/epoch_loss': 0.6554473309053315, 'epoch': 9, '_wandb': {'runtime': 330}, '_timestamp': 1678796827.8409674, 'test/recall': 0.9791666666666666, 'train/epoch_acc': 0.9742014742014742, 'train/batch_loss': 0.17918632924556732, 'train/epoch_loss': 0.07036763163974523} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 16, 'learning_rate': 0.0003} | polar-sweep-33 |
| 71 | 69 | {'epoch': 9, '_runtime': 336.63737440109253, 'test/f1-score': 0.7356321839080459, 'test/epoch_acc': 0.7444444444444445, 'test/precision': 0.64, 'test/epoch_loss': 0.5271965821584066, 'train/epoch_acc': 0.8660933660933661, 'train/epoch_loss': 0.47513497564072105, '_step': 149, '_wandb': {'runtime': 330}, '_timestamp': 1678796468.9253614, 'test/recall': 0.8648648648648649, 'train/batch_loss': 0.4695126414299011} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 64, 'learning_rate': 0.001} | still-sweep-32 |
| 72 | 70 | {'train/batch_loss': 0.711412787437439, 'train/epoch_loss': 0.09577267487700432, '_step': 2059, 'epoch': 9, '_wandb': {'runtime': 372}, '_timestamp': 1678796117.3062005, 'test/f1-score': 0.868421052631579, 'test/epoch_acc': 0.888888888888889, '_runtime': 378.4032835960388, 'test/recall': 0.8048780487804879, 'test/precision': 0.9428571428571428, 'test/epoch_loss': 0.2378266812198692, 'train/epoch_acc': 0.9705159705159704} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.001} | misty-sweep-31 |
| 73 | 71 | {'_step': 529, 'epoch': 9, '_wandb': {'runtime': 333}, '_runtime': 336.8808288574219, '_timestamp': 1678795725.918603, 'test/recall': 0.8260869565217391, 'test/f1-score': 0.8636363636363636, 'test/epoch_acc': 0.8666666666666667, 'train/epoch_acc': 0.9926289926289926, 'test/precision': 0.9047619047619048, 'test/epoch_loss': 0.27924135790930854, 'train/batch_loss': 0.04936826974153519, 'train/epoch_loss': 0.05967479737370254} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 16, 'learning_rate': 0.001} | flowing-sweep-30 |
| 74 | 72 | {'_step': 279, 'epoch': 9, '_wandb': {'runtime': 336}, '_runtime': 339.73244285583496, 'test/f1-score': 0.898876404494382, 'test/epoch_acc': 0.9, 'test/precision': 0.9523809523809524, 'test/epoch_loss': 0.37525106337335373, 'train/epoch_loss': 0.3784469199122024, '_timestamp': 1678795319.518895, 'test/recall': 0.851063829787234, 'train/epoch_acc': 0.8722358722358722, 'train/batch_loss': 0.4592914581298828} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 32, 'learning_rate': 0.001} | deep-sweep-28 |
| 75 | 73 | {'_timestamp': 1678794965.2675128, 'test/f1-score': 0.6849315068493151, 'test/epoch_acc': 0.7444444444444445, 'test/precision': 0.7575757575757576, 'test/epoch_loss': 0.5484810524516636, 'epoch': 9, '_wandb': {'runtime': 377}, '_runtime': 381.0768678188324, 'train/epoch_acc': 0.7899262899262899, 'train/batch_loss': 0.6763702630996704, 'train/epoch_loss': 0.5319552311733255, '_step': 2059, 'test/recall': 0.625} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.0001} | glorious-sweep-27 |
| 76 | 74 | {'_step': 529, 'epoch': 9, '_wandb': {'runtime': 334}, '_runtime': 338.11463618278503, '_timestamp': 1678794572.9156363, 'test/recall': 0.813953488372093, 'test/epoch_acc': 0.7555555555555555, 'test/epoch_loss': 0.5729872869120703, 'train/epoch_acc': 0.8968058968058967, 'train/batch_loss': 0.4391788542270661, 'test/f1-score': 0.7608695652173914, 'test/precision': 0.7142857142857143, 'train/epoch_loss': 0.2699748155379471} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.1} | stoic-sweep-26 |
| 77 | 75 | {'test/epoch_loss': 0.3083995895563728, '_step': 2059, '_wandb': {'runtime': 377}, '_timestamp': 1678794222.848524, 'test/recall': 0.8863636363636364, 'test/f1-score': 0.8666666666666666, 'test/precision': 0.8478260869565217, 'epoch': 9, '_runtime': 380.8983037471771, 'test/epoch_acc': 0.8666666666666667, 'train/epoch_acc': 0.9877149877149876, 'train/batch_loss': 0.025906365364789963, 'train/epoch_loss': 0.04955068614813831} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.01} | vibrant-sweep-25 |
| 78 | 76 | {'test/f1-score': 0.8867924528301887, 'test/precision': 0.8545454545454545, 'test/epoch_loss': 0.7976957665549385, '_step': 149, 'epoch': 9, '_wandb': {'runtime': 340}, '_timestamp': 1678793829.5489533, 'test/recall': 0.9215686274509804, 'train/epoch_acc': 1, '_runtime': 343.4739582538605, 'test/epoch_acc': 0.8666666666666667, 'train/batch_loss': 0.0010389955714344978, 'train/epoch_loss': 0.002287556243378495} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.1} | valiant-sweep-24 |
| 79 | 77 | {'test/f1-score': 0.8571428571428571, 'test/precision': 0.8666666666666667, 'test/epoch_loss': 0.4112878143787384, 'train/batch_loss': 0.3762533664703369, 'train/epoch_loss': 0.3862068348493272, 'epoch': 9, '_runtime': 344.0598545074463, 'test/recall': 0.8478260869565217, 'test/epoch_acc': 0.8555555555555556, 'train/epoch_acc': 0.8857493857493858, '_step': 149, '_wandb': {'runtime': 340}, '_timestamp': 1678793464.5180786} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.001} | polished-sweep-23 |
| 80 | 78 | {'_timestamp': 1678793108.7606344, 'test/recall': 0.8837209302325582, 'test/epoch_loss': 0.6097042110231188, 'train/epoch_acc': 0.6756756756756757, 'train/batch_loss': 0.7007869482040405, 'epoch': 9, '_wandb': {'runtime': 336}, '_runtime': 339.41979336738586, 'test/f1-score': 0.7102803738317758, 'test/epoch_acc': 0.6555555555555556, 'test/precision': 0.59375, 'train/epoch_loss': 0.6115244123215171, '_step': 529} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.01} | clear-sweep-22 |
| 81 | 79 | {'test/precision': 0.9393939393939394, 'train/epoch_loss': 0.07462231436439994, 'epoch': 9, '_runtime': 381.0477261543274, 'test/epoch_acc': 0.9, 'test/recall': 0.8157894736842105, 'test/f1-score': 0.8732394366197183, 'test/epoch_loss': 0.23743902287549443, 'train/epoch_acc': 0.9815724815724816, 'train/batch_loss': 0.5061427354812622, '_step': 2059, '_wandb': {'runtime': 377}, '_timestamp': 1678792758.596286} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.01} | sage-sweep-21 |
| 82 | 80 | {'_wandb': {'runtime': 331}, '_timestamp': 1678792364.5292609, 'test/f1-score': 0.8505747126436782, 'test/precision': 0.902439024390244, 'train/epoch_acc': 0.9791154791154792, 'train/batch_loss': 0.24579545855522156, 'train/epoch_loss': 0.12095561367287976, '_step': 529, 'epoch': 9, '_runtime': 335.3731348514557, 'test/recall': 0.8043478260869565, 'test/epoch_acc': 0.8555555555555556, 'test/epoch_loss': 0.28035063776705} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 16, 'learning_rate': 0.001} | olive-sweep-20 |
| 83 | 81 | {'_wandb': {'runtime': 337}, 'test/recall': 0.9111111111111112, 'test/f1-score': 0.931818181818182, 'test/epoch_acc': 0.9333333333333332, 'test/precision': 0.9534883720930232, 'test/epoch_loss': 0.17397157057291932, 'epoch': 9, '_runtime': 340.5063774585724, '_timestamp': 1678792015.2579195, 'train/epoch_acc': 0.995085995085995, 'train/batch_loss': 0.0077079650945961475, 'train/epoch_loss': 0.018187719287696302, '_step': 1039} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.003} | autumn-sweep-19 |
| 84 | 82 | {'epoch': 9, '_wandb': {'runtime': 344}, 'test/recall': 0.8205128205128205, 'train/epoch_loss': 0.4784781006542412, 'test/epoch_loss': 0.4940012666914198, 'train/epoch_acc': 0.8218673218673218, '_step': 1039, '_runtime': 347.40152740478516, '_timestamp': 1678791661.9692383, 'test/f1-score': 0.7804878048780488, 'test/epoch_acc': 0.8, 'test/precision': 0.7441860465116279, 'train/batch_loss': 0.4317986071109772} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 8, 'learning_rate': 0.0001} | crisp-sweep-18 |
| 85 | 83 | {'_runtime': 337.956387758255, 'test/recall': 0.9090909090909092, 'test/f1-score': 0.9090909090909092, 'test/precision': 0.9090909090909092, 'test/epoch_loss': 0.19624250796106127, '_step': 279, '_wandb': {'runtime': 335}, '_timestamp': 1678791236.6172178, 'test/epoch_acc': 0.9111111111111112, 'train/epoch_acc': 0.9828009828009828, 'train/batch_loss': 0.15555259585380554, 'train/epoch_loss': 0.08830470366618558, 'epoch': 9} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 32, 'learning_rate': 0.003} | deep-sweep-16 |
| 86 | 84 | {'_step': 279, '_timestamp': 1678790886.952144, 'test/f1-score': 0.7818181818181819, 'test/precision': 0.7049180327868853, 'test/epoch_loss': 0.6228035251299541, 'train/epoch_acc': 0.7493857493857494, 'train/batch_loss': 0.6377201080322266, 'epoch': 9, '_wandb': {'runtime': 331}, '_runtime': 334.2993712425232, 'test/recall': 0.8775510204081632, 'test/epoch_acc': 0.7333333333333334, 'train/epoch_loss': 0.6127705679478751} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 32, 'learning_rate': 0.0003} | confused-sweep-15 |
| 87 | 85 | {'train/epoch_loss': 0.3545121966840594, '_step': 529, 'epoch': 9, '_runtime': 345.0617377758026, '_timestamp': 1678790542.286384, 'test/f1-score': 0.7809523809523811, 'train/epoch_acc': 0.8415233415233415, 'train/batch_loss': 0.1340156048536301, '_wandb': {'runtime': 342}, 'test/recall': 0.8541666666666666, 'test/epoch_acc': 0.7444444444444445, 'test/precision': 0.7192982456140351, 'test/epoch_loss': 0.6144241677390204} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 16, 'learning_rate': 0.1} | ancient-sweep-14 |
| 88 | 86 | {'_step': 529, '_timestamp': 1678790183.7024884, 'test/f1-score': 0.7422680412371134, 'train/batch_loss': 0.6280461549758911, 'test/precision': 0.7058823529411765, 'test/epoch_loss': 0.6392196734746297, 'train/epoch_acc': 0.7457002457002457, 'epoch': 9, '_wandb': {'runtime': 344}, '_runtime': 346.86587953567505, 'test/recall': 0.782608695652174, 'test/epoch_acc': 0.7222222222222222, 'train/epoch_loss': 0.6374555861334836} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 16, 'learning_rate': 0.0003} | revived-sweep-13 |
| 89 | 87 | {'_wandb': {'runtime': 348}, '_runtime': 350.9660577774048, 'test/recall': 0.9111111111111112, 'train/epoch_acc': 0.9987714987714988, 'epoch': 9, '_timestamp': 1678789826.0085878, 'test/f1-score': 0.9010989010989012, 'test/epoch_acc': 0.9, 'test/precision': 0.8913043478260869, 'test/epoch_loss': 0.24115624560250176, 'train/batch_loss': 0.04231283441185951, 'train/epoch_loss': 0.02119528235872196, '_step': 149} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 64, 'learning_rate': 0.0003} | swift-sweep-12 |
| 90 | 88 | {'test/recall': 0.8333333333333334, 'test/epoch_loss': 0.5769641452365452, 'train/batch_loss': 0.6127220392227173, 'train/epoch_loss': 0.5840219159676929, 'epoch': 9, '_wandb': {'runtime': 393}, '_timestamp': 1678789464.8040044, 'test/f1-score': 0.7894736842105262, 'test/epoch_acc': 0.8222222222222223, 'test/precision': 0.75, 'train/epoch_acc': 0.757985257985258, '_step': 2059, '_runtime': 397.1281135082245} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.0001} | rosy-sweep-11 |
| 91 | 89 | {'epoch': 9, 'test/recall': 0.8076923076923077, 'test/f1-score': 0.8842105263157894, 'test/epoch_loss': 0.2696530275874668, 'train/epoch_acc': 0.9938574938574938, 'train/batch_loss': 0.11590295284986496, '_step': 149, '_wandb': {'runtime': 352}, '_runtime': 355.46944642066956, '_timestamp': 1678789057.5684297, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.9767441860465116, 'train/epoch_loss': 0.06967324825777176} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 64, 'learning_rate': 0.003} | deft-sweep-10 |
| 92 | 90 | {'_step': 279, '_wandb': {'runtime': 340}, '_runtime': 342.3234579563141, '_timestamp': 1678788683.006292, 'test/recall': 0.9069767441860463, 'test/f1-score': 0.7959183673469388, 'test/epoch_acc': 0.7777777777777778, 'test/precision': 0.7090909090909091, 'test/epoch_loss': 0.6248881856600443, 'train/epoch_acc': 0.7014742014742015, 'train/batch_loss': 0.5820533037185669, 'train/epoch_loss': 0.6400203514450599, 'epoch': 9} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 32, 'learning_rate': 0.0001} | atomic-sweep-9 |
| 93 | 91 | {'_step': 1039, '_wandb': {'runtime': 351}, 'test/epoch_acc': 0.6555555555555556, 'test/precision': 0.6140350877192983, 'test/epoch_loss': 0.6175267219543457, 'train/epoch_acc': 0.7432432432432432, 'epoch': 9, '_runtime': 353.4816448688507, '_timestamp': 1678788328.1196988, 'test/recall': 0.7954545454545454, 'test/f1-score': 0.693069306930693, 'train/batch_loss': 0.3377891480922699, 'train/epoch_loss': 0.5329857344855841} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 8, 'learning_rate': 0.1} | cosmic-sweep-8 |
| 94 | 92 | {'epoch': 9, '_wandb': {'runtime': 390}, '_runtime': 392.4064960479736, '_timestamp': 1678787961.3400052, 'test/f1-score': 0.6999999999999998, 'test/precision': 0.5932203389830508, 'train/epoch_loss': 0.5631518808058498, '_step': 2059, 'test/recall': 0.8536585365853658, 'test/epoch_acc': 0.6666666666666667, 'test/epoch_loss': 0.6419186863634322, 'train/epoch_acc': 0.7186732186732187, 'train/batch_loss': 0.17200787365436554} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.01} | lunar-sweep-7 |
| 95 | 93 | {'train/epoch_acc': 0.9975429975429976, 'train/epoch_loss': 0.03237721893286529, 'epoch': 9, '_wandb': {'runtime': 343}, '_runtime': 345.9260220527649, 'test/f1-score': 0.8988764044943819, 'test/epoch_acc': 0.9, 'train/batch_loss': 0.04353119805455208, '_step': 529, '_timestamp': 1678787557.992564, 'test/recall': 0.8888888888888888, 'test/precision': 0.9090909090909092, 'test/epoch_loss': 0.24278527200222016} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.01} | zany-sweep-6 |
| 96 | 94 | {'_step': 529, '_runtime': 346.5414688587189, 'test/f1-score': 0.9130434782608696, 'train/epoch_acc': 0.9336609336609336, 'test/epoch_loss': 0.32114719019995797, 'train/batch_loss': 0.21811823546886444, 'epoch': 9, '_wandb': {'runtime': 344}, '_timestamp': 1678787192.9954038, 'test/recall': 0.8571428571428571, 'test/epoch_acc': 0.9111111111111112, 'test/precision': 0.9767441860465116, 'train/epoch_loss': 0.2347587838000103} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.001} | absurd-sweep-5 |
| 97 | 95 | {'_timestamp': 1678786835.7254088, 'test/f1-score': 0.8799999999999999, 'test/epoch_loss': 0.22436124781767527, 'train/epoch_loss': 0.02646600444977348, 'epoch': 9, '_wandb': {'runtime': 344}, '_runtime': 345.9469966888428, 'test/precision': 0.9166666666666666, 'train/epoch_acc': 1, 'train/batch_loss': 0.06225413456559181, '_step': 279, 'test/recall': 0.8461538461538461, 'test/epoch_acc': 0.9} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 32, 'learning_rate': 0.003} | radiant-sweep-4 |
| 98 | 96 | {'_wandb': {'runtime': 353}, '_runtime': 355.012455701828, 'test/recall': 0.875, 'test/f1-score': 0.8045977011494252, 'test/epoch_acc': 0.8111111111111111, 'test/precision': 0.7446808510638298, '_step': 1039, 'epoch': 9, 'train/epoch_loss': 0.45506354690476775, 'train/epoch_acc': 0.8341523341523341, 'train/batch_loss': 0.5456343293190002, '_timestamp': 1678786479.0865147, 'test/epoch_loss': 0.4459853092829386} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.0003} | sandy-sweep-3 |
| 99 | 97 | {'_wandb': {'runtime': 342}, '_timestamp': 1678786112.108075, 'test/recall': 0.7894736842105263, 'test/precision': 0.9090909090909092, 'test/epoch_loss': 0.31915653232071134, 'train/batch_loss': 0.026765840128064156, 'train/epoch_loss': 0.045762457081668206, '_step': 529, 'epoch': 9, '_runtime': 344.01046657562256, 'test/f1-score': 0.8450704225352113, 'test/epoch_acc': 0.8777777777777778, 'train/epoch_acc': 0.9926289926289926} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.01} | pretty-sweep-2 |
| 100 | 98 | {'train/batch_loss': 0.7150550484657288, 'train/epoch_loss': 0.7011552195291262, '_step': 149, '_wandb': {'runtime': 357}, '_runtime': 359.66486382484436, '_timestamp': 1678785758.376562, 'test/f1-score': 0.379746835443038, 'test/precision': 0.42857142857142855, 'epoch': 9, 'test/recall': 0.3409090909090909, 'test/epoch_acc': 0.45555555555555555, 'test/epoch_loss': 0.7006691349877252, 'train/epoch_acc': 0.4815724815724816} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.0003} | rose-sweep-1 |
| 101 | 99 | {'train/epoch_loss': 0.023103852647056927, '_step': 74, 'test/recall': 0.9090909090909092, 'test/f1-score': 0.8791208791208791, 'train/batch_loss': 0.0016211483161896467, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.851063829787234, 'test/epoch_loss': 0.5091631063156657, 'train/epoch_acc': 0.995085995085995, 'epoch': 4, '_wandb': {'runtime': 181}, '_runtime': 180.05384421348572, '_timestamp': 1678785370.5563953} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 64, 'learning_rate': 0.1} | cosmic-sweep-2 |
| 102 | 100 | {'test/f1-score': 0.9166666666666666, 'test/precision': 0.9166666666666666, 'train/epoch_acc': 0.9828009828009828, 'train/batch_loss': 0.0724378228187561, 'train/epoch_loss': 0.11044558714297244, '_step': 279, '_runtime': 347.11417746543884, 'test/recall': 0.9166666666666666, 'test/epoch_acc': 0.9111111111111112, 'test/epoch_loss': 0.2461573594146305, 'epoch': 9, '_wandb': {'runtime': 344}, '_timestamp': 1678743707.9633043} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 32, 'learning_rate': 0.003} | ethereal-sweep-14 |
| 103 | 101 | {'_step': 149, 'epoch': 9, '_wandb': {'runtime': 346}, 'test/recall': 0.9130434782608696, 'test/precision': 0.9545454545454546, 'train/batch_loss': 0.05796322599053383, 'train/epoch_loss': 0.043383844352398226, '_runtime': 349.69085454940796, '_timestamp': 1678743349.8008895, 'test/f1-score': 0.9333333333333332, 'test/epoch_acc': 0.9333333333333332, 'test/epoch_loss': 0.16449517243438297, 'train/epoch_acc': 1} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 64, 'learning_rate': 0.003} | northern-sweep-13 |
| 104 | 102 | {'_runtime': 560.5539684295654, '_timestamp': 1678743376.8770983, 'test/recall': 0.85, 'test/f1-score': 0.7816091954022989, 'train/epoch_acc': 0.8255528255528255, 'train/epoch_loss': 0.40511614706651, '_wandb': {'runtime': 559}, 'epoch': 9, 'test/epoch_acc': 0.788888888888889, 'test/precision': 0.723404255319149, 'test/epoch_loss': 0.5102662573258082, 'train/batch_loss': 0.42048144340515137, '_step': 2059} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.001} | faithful-sweep-12 |
| 105 | 103 | {'_timestamp': 1678742986.9751594, 'test/recall': 0.7777777777777778, 'test/epoch_loss': 0.3378064884079827, 'epoch': 9, '_runtime': 358.3485324382782, 'test/f1-score': 0.8536585365853658, 'test/epoch_acc': 0.8666666666666667, 'test/precision': 0.945945945945946, 'train/epoch_acc': 0.8955773955773956, 'train/batch_loss': 0.5923706889152527, 'train/epoch_loss': 0.27216847456936755, '_step': 1039, '_wandb': {'runtime': 355}} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.0003} | zany-sweep-12 |
| 106 | 104 | {'test/epoch_acc': 0.7444444444444445, 'test/precision': 0.6226415094339622, '_step': 1039, 'epoch': 9, '_wandb': {'runtime': 358}, '_timestamp': 1678742619.1453717, 'test/recall': 0.9166666666666666, 'test/f1-score': 0.7415730337078651, 'train/epoch_loss': 0.613342459283824, '_runtime': 362.78373169898987, 'test/epoch_loss': 0.615033131175571, 'train/epoch_acc': 0.7481572481572482, 'train/batch_loss': 0.6421169638633728} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.0001} | ruby-sweep-11 |
| 107 | 105 | {'_wandb': {'runtime': 531}, 'test/epoch_acc': 0.8666666666666667, 'test/precision': 0.9545454545454546, 'train/batch_loss': 0.07699991017580032, '_step': 2059, '_runtime': 531.6082515716553, '_timestamp': 1678742643.2100165, 'test/recall': 0.8076923076923077, 'test/f1-score': 0.875, 'test/epoch_loss': 0.3795760815549228, 'train/epoch_acc': 0.9656019656019657, 'train/epoch_loss': 0.09796744051757808, 'epoch': 9} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 4, 'learning_rate': 0.001} | fallen-sweep-10 |
| 108 | 106 | {'test/f1-score': 0.875, 'test/precision': 0.9545454545454546, 'test/epoch_loss': 0.2956610471010208, 'train/batch_loss': 0.1150113120675087, '_step': 1039, 'epoch': 9, '_timestamp': 1678742242.6362762, 'test/recall': 0.8076923076923077, 'train/epoch_loss': 0.24495647845821825, '_wandb': {'runtime': 359}, '_runtime': 361.6978232860565, 'test/epoch_acc': 0.8666666666666667, 'train/epoch_acc': 0.9103194103194104} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 7, 'batch_size': 8, 'learning_rate': 0.003} | rare-sweep-10 |
| 109 | 107 | {'_runtime': 471.6707801818848, 'test/precision': 0.9714285714285714, '_wandb': {'runtime': 471}, '_timestamp': 1678742103.7627492, 'test/recall': 0.7906976744186046, 'test/f1-score': 0.8717948717948717, 'test/epoch_acc': 0.888888888888889, 'test/epoch_loss': 0.26282389760017394, '_step': 1039, 'epoch': 9, 'train/epoch_loss': 0.310643073711407, 'train/epoch_acc': 0.8869778869778869, 'train/batch_loss': 0.14859537780284882} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.003} | major-sweep-9 |
| 110 | 108 | {'test/epoch_acc': 0.6333333333333333, 'test/precision': 0.6, 'train/epoch_acc': 0.5921375921375921, 'train/batch_loss': 0.6228023767471313, '_step': 279, '_runtime': 344.49258494377136, 'test/f1-score': 0.6451612903225806, 'test/recall': 0.6976744186046512, 'test/epoch_loss': 0.6676742302046882, 'train/epoch_loss': 0.6766868150204932, 'epoch': 9, '_wandb': {'runtime': 341}, '_timestamp': 1678741869.828495} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 32, 'learning_rate': 0.0001} | spring-sweep-9 |
| 111 | 109 | {'test/epoch_loss': 0.16872049139605627, 'train/epoch_acc': 0.9987714987714988, '_step': 1039, 'epoch': 9, '_wandb': {'runtime': 451}, '_runtime': 452.4322986602783, 'test/f1-score': 0.9213483146067416, 'test/precision': 0.9111111111111112, 'train/epoch_loss': 0.02303326028314504, '_timestamp': 1678741623.0662856, 'test/recall': 0.9318181818181818, 'test/epoch_acc': 0.9222222222222224, 'train/batch_loss': 0.0022799931466579437} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.003} | elated-sweep-8 |
| 112 | 110 | {'_step': 149, '_runtime': 345.3405177593231, 'test/f1-score': 0.9534883720930232, 'test/precision': 0.9761904761904762, 'test/epoch_loss': 0.2148759490913815, 'train/epoch_acc': 0.9606879606879608, 'epoch': 9, '_wandb': {'runtime': 342}, '_timestamp': 1678741511.9070578, 'test/recall': 0.9318181818181818, 'test/epoch_acc': 0.9555555555555556, 'train/batch_loss': 0.11643347889184952, 'train/epoch_loss': 0.1359616077759049} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.003} | hardy-sweep-8 |
| 113 | 111 | {'epoch': 9, '_wandb': {'runtime': 342}, '_runtime': 345.1732180118561, '_timestamp': 1678741156.130327, 'test/recall': 0.8048780487804879, 'test/epoch_acc': 0.888888888888889, 'train/epoch_acc': 1, '_step': 279, 'train/epoch_loss': 0.008645273717600824, 'test/precision': 0.9428571428571428, 'test/epoch_loss': 0.2181672462158733, 'train/batch_loss': 0.042314428836107254, 'test/f1-score': 0.868421052631579} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 32, 'learning_rate': 0.1} | sweepy-sweep-7 |
| 114 | 112 | {'_step': 1039, 'test/f1-score': 0.7222222222222222, 'test/epoch_acc': 0.7777777777777778, 'test/precision': 0.8387096774193549, 'test/epoch_loss': 0.4768455002042982, 'train/epoch_acc': 0.8292383292383292, 'train/epoch_loss': 0.45283343838825274, 'epoch': 9, '_wandb': {'runtime': 453}, '_runtime': 454.0593776702881, '_timestamp': 1678741159.4683807, 'test/recall': 0.6341463414634146, 'train/batch_loss': 0.3791900873184204} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 8, 'learning_rate': 0.0001} | glorious-sweep-7 |
| 115 | 113 | {'test/epoch_loss': 0.1931780371401045, 'epoch': 9, '_wandb': {'runtime': 346}, 'test/f1-score': 0.9333333333333332, 'test/precision': 0.9333333333333332, 'test/epoch_acc': 0.9333333333333332, 'train/epoch_acc': 1, 'train/batch_loss': 0.001889266073703766, 'train/epoch_loss': 0.0030514685945077376, '_step': 149, '_runtime': 348.53755164146423, '_timestamp': 1678740798.1400597, 'test/recall': 0.9333333333333332} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 64, 'learning_rate': 0.01} | rural-sweep-6 |
| 116 | 114 | {'epoch': 9, 'test/recall': 0.8666666666666667, 'test/f1-score': 0.896551724137931, 'test/epoch_acc': 0.9, 'train/batch_loss': 0.1385842263698578, '_step': 2059, '_runtime': 560.7404127120972, '_timestamp': 1678740696.0305526, 'test/precision': 0.9285714285714286, 'test/epoch_loss': 0.22745563416845269, 'train/epoch_acc': 0.984029484029484, 'train/epoch_loss': 0.07075482415817952, '_wandb': {'runtime': 560}} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.01} | smart-sweep-6 |
| 117 | 115 | {'_runtime': 345.5716743469238, '_timestamp': 1678740438.4959724, 'test/recall': 0.7755102040816326, 'test/f1-score': 0.8172043010752688, 'train/epoch_acc': 0.7616707616707616, 'train/epoch_loss': 0.5191410552225183, 'epoch': 9, '_wandb': {'runtime': 342}, 'test/precision': 0.8636363636363636, 'test/epoch_loss': 0.507676590151257, 'train/batch_loss': 0.44296249747276306, '_step': 529, 'test/epoch_acc': 0.8111111111111111} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 16, 'learning_rate': 0.1} | giddy-sweep-5 |
| 118 | 116 | {'_step': 529, 'epoch': 9, '_runtime': 345.28623247146606, 'test/f1-score': 0.6842105263157895, 'train/epoch_acc': 0.8538083538083537, 'train/batch_loss': 0.4066888689994812, 'train/epoch_loss': 0.32492415251837314, '_wandb': {'runtime': 342}, '_timestamp': 1678740073.5443084, 'test/recall': 0.6666666666666666, 'test/epoch_acc': 0.7333333333333334, 'test/precision': 0.7027027027027027, 'test/epoch_loss': 0.6657861550649007} | {'eps': 1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.1} | lilac-sweep-4 |
| 119 | 117 | {'_step': 1039, 'epoch': 9, '_wandb': {'runtime': 454}, '_runtime': 454.98564982414246, 'test/epoch_acc': 0.888888888888889, 'test/epoch_loss': 0.2600655794143677, 'train/batch_loss': 0.01167443674057722, '_timestamp': 1678740126.212114, 'test/recall': 0.8367346938775511, 'test/f1-score': 0.8913043478260869, 'test/precision': 0.9534883720930232, 'train/epoch_acc': 0.9803439803439804, 'train/epoch_loss': 0.08152788232426166} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.001} | hearty-sweep-5 |
| 120 | 118 | {'train/epoch_acc': 0.8144963144963144, 'epoch': 9, '_wandb': {'runtime': 354}, '_timestamp': 1678739717.8250418, 'test/epoch_acc': 0.788888888888889, 'test/epoch_loss': 0.4899995631641812, 'train/batch_loss': 0.6180618405342102, 'train/epoch_loss': 0.5079173609724209, '_step': 1039, '_runtime': 356.9382667541504, 'test/recall': 0.875, 'test/f1-score': 0.7865168539325842, 'test/precision': 0.7142857142857143} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.0001} | silvery-sweep-3 |
| 121 | 119 | {'_wandb': {'runtime': 453}, 'test/precision': 0.9142857142857144, 'train/epoch_acc': 0.8968058968058967, 'train/batch_loss': 0.2711101472377777, 'test/epoch_loss': 0.3028925802972582, '_step': 1039, 'epoch': 9, '_runtime': 454.2519624233246, '_timestamp': 1678739662.5458224, 'test/recall': 0.8205128205128205, 'test/f1-score': 0.8648648648648648, 'test/epoch_acc': 0.888888888888889, 'train/epoch_loss': 0.28549219298128414} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.99, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 8, 'learning_rate': 0.0003} | dulcet-sweep-4 |
| 122 | 120 | {'train/epoch_loss': 0.6479796424544707, '_step': 529, '_runtime': 343.88807487487793, 'test/f1-score': 0.6451612903225806, 'test/epoch_acc': 0.6333333333333333, 'test/precision': 0.5454545454545454, 'test/epoch_loss': 0.6651701913939582, 'train/epoch_acc': 0.6928746928746928, 'train/batch_loss': 0.6685948967933655, 'epoch': 9, '_wandb': {'runtime': 341}, '_timestamp': 1678739351.1315958, 'test/recall': 0.7894736842105263} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.999, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.001} | glamorous-sweep-2 |
| 123 | 121 | {'_runtime': 469.65283608436584, 'epoch': 9, '_wandb': {'runtime': 469}, 'test/recall': 0.875, 'test/f1-score': 0.7608695652173914, 'test/epoch_acc': 0.7555555555555555, 'test/precision': 0.6730769230769231, 'test/epoch_loss': 0.6144020875295003, 'train/epoch_acc': 0.7542997542997543, '_step': 1039, '_timestamp': 1678739200.083605, 'train/batch_loss': 0.6510805487632751, 'train/epoch_loss': 0.6267796501480684} | {'eps': 0.1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.0001} | hopeful-sweep-3 |
| 124 | 122 | {'test/precision': 0.8409090909090909, 'train/epoch_acc': 0.9975429975429976, 'train/batch_loss': 0.0980801358819008, '_step': 279, '_wandb': {'runtime': 353}, '_runtime': 357.5890119075775, 'test/f1-score': 0.8409090909090909, 'test/epoch_acc': 0.8444444444444444, 'train/epoch_loss': 0.03763626415181805, 'epoch': 9, '_timestamp': 1678738994.027642, 'test/recall': 0.8409090909090909, 'test/epoch_loss': 0.3028163850307465} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 5, 'batch_size': 32, 'learning_rate': 0.003} | lunar-sweep-1 |
| 125 | 123 | {'test/f1-score': 0.7157894736842105, 'test/epoch_loss': 0.5541173484590318, '_timestamp': 1678738720.9443874, 'test/recall': 0.8947368421052632, 'test/epoch_acc': 0.7000000000000001, 'test/precision': 0.5964912280701754, '_step': 2059, 'epoch': 9, '_wandb': {'runtime': 529}, '_runtime': 529.6096863746643, 'train/epoch_acc': 0.6658476658476659, 'train/batch_loss': 0.7896618843078613, 'train/epoch_loss': 0.618659178367118} | {'eps': 1e-08, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.9, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 4, 'learning_rate': 0.1} | stoic-sweep-2 |
| 126 | 124 | {'train/epoch_loss': 0.016353931551580648, 'epoch': 9, '_wandb': {'runtime': 353}, '_runtime': 355.4184715747833, '_timestamp': 1678738469.1834886, 'test/recall': 0.6578947368421053, 'train/epoch_acc': 0.995085995085995, 'train/batch_loss': 0.0014543599681928754, '_step': 529, 'test/f1-score': 0.7575757575757577, 'test/epoch_acc': 0.8222222222222223, 'test/precision': 0.8928571428571429, 'test/epoch_loss': 0.4269479903909895} | {'eps': 1e-08, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 16, 'learning_rate': 0.0001} | dark-sweep-2 |
| 127 | 125 | {'_wandb': {'runtime': 381}, '_timestamp': 1678738101.018471, 'test/f1-score': 0.8470588235294119, 'test/epoch_acc': 0.8555555555555556, 'test/epoch_loss': 0.40116495291392007, 'epoch': 9, '_runtime': 384.5172441005707, 'test/recall': 0.8181818181818182, 'test/precision': 0.8780487804878049, 'train/epoch_acc': 0.8673218673218673, 'train/batch_loss': 0.31195682287216187, 'train/epoch_loss': 0.3623260387038716, '_step': 1039} | {'eps': 0.1, 'gamma': 0.5, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.0003} | trim-sweep-1 |
| 128 | 126 | {'epoch': 9, '_runtime': 560.7235152721405, 'test/f1-score': 0.8602150537634408, 'test/precision': 0.8163265306122449, 'train/epoch_acc': 0.7567567567567567, 'train/batch_loss': 0.6653294563293457, '_step': 2059, '_wandb': {'runtime': 560}, '_timestamp': 1678738182.1088202, 'test/recall': 0.9090909090909092, 'test/epoch_acc': 0.8555555555555556, 'test/epoch_loss': 0.6165981186760796, 'train/epoch_loss': 0.6107166709712448} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.9, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 2, 'batch_size': 4, 'learning_rate': 0.001} | sparkling-sweep-1 |
| 129 | 127 | {'_step': 555, 'epoch': 1, '_timestamp': 1678737059.0375042, 'test/recall': 0.6818181818181818, 'test/epoch_acc': 0.6555555555555556, 'test/precision': 0.6382978723404256, '_wandb': {'runtime': 118}, '_runtime': 122.13349413871764, 'test/f1-score': 0.6593406593406593, 'test/epoch_loss': 0.6796493821673923, 'train/epoch_acc': 0.5515970515970516, 'train/batch_loss': 0.6759337782859802, 'train/epoch_loss': 0.6851893525744539} | {'eps': 1, 'gamma': 0.1, 'epochs': 10, 'beta_one': 0.99, 'beta_two': 0.5, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.0003} | serene-sweep-1 |
| 130 | 128 | {'_wandb': {'runtime': 455}, 'train/epoch_acc': 0.9914004914004914, 'test/precision': 0.9361702127659576, 'test/batch_loss': 0.1311825066804886, 'train/epoch_loss': 0.032788554922144414, '_runtime': 456.3002746105194, '_timestamp': 1678734250.8076646, 'test/f1-score': 0.8888888888888888, 'train/batch_loss': 0.003167948452755809, '_step': 1159, 'test/recall': 0.8461538461538461, 'test/epoch_loss': 0.45068282733360926, 'epoch': 9, 'test/epoch_acc': 0.8777777777777778} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.003} | super-sweep-10 |
| 131 | 129 | {'_wandb': {'runtime': 563}, '_runtime': 564.230875492096, 'test/f1-score': 0.7173913043478259, 'test/batch_loss': 0.9658783674240112, 'train/epoch_loss': 0.5984233345387902, '_step': 2289, 'test/precision': 0.673469387755102, 'test/recall': 0.7674418604651163, 'train/epoch_acc': 0.687960687960688, 'train/batch_loss': 0.3260266184806824, 'epoch': 9, 'test/epoch_acc': 0.7111111111111111, 'test/epoch_loss': 0.5302444166607327, '_timestamp': 1678733784.6976814} | {'gamma': 0.1, 'epochs': 10, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.01} | distinctive-sweep-9 |
| 132 | 130 | {'_step': 2289, 'test/f1-score': 0.9268292682926828, '_timestamp': 1678733210.1129615, 'test/epoch_acc': 0.9333333333333332, 'test/epoch_loss': 0.17092165086004468, 'epoch': 9, 'train/batch_loss': 0.007875862531363964, 'train/epoch_loss': 0.1743801347293527, 'test/precision': 1, 'test/batch_loss': 0.1419784128665924, 'train/epoch_acc': 0.9496314496314496, '_wandb': {'runtime': 527}, '_runtime': 527.6160025596619, 'test/recall': 0.8636363636363636} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.0003} | winter-sweep-8 |
| 133 | 131 | {'test/f1-score': 0.9066666666666668, '_runtime': 453.52900218963623, 'test/recall': 0.8292682926829268, 'test/precision': 1, 'test/batch_loss': 0.27116066217422485, '_step': 1159, '_wandb': {'runtime': 452}, 'test/epoch_loss': 0.21558621691332924, 'train/epoch_loss': 0.07730489082323246, 'epoch': 9, '_timestamp': 1678732673.1225052, 'test/epoch_acc': 0.9222222222222224, 'train/epoch_acc': 0.9791154791154792, 'train/batch_loss': 0.04383014515042305} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.001} | stilted-sweep-7 |
| 134 | 132 | {'_timestamp': 1678732212.5530572, 'test/f1-score': 0.7010309278350516, 'test/epoch_acc': 0.6777777777777778, 'epoch': 9, 'test/batch_loss': 0.4716488718986511, 'train/batch_loss': 0.48304444551467896, '_step': 2289, '_wandb': {'runtime': 561}, '_runtime': 561.7993631362915, 'test/precision': 0.6538461538461539, 'test/recall': 0.7555555555555555, 'test/epoch_loss': 0.6190193812052409, 'train/epoch_acc': 0.7272727272727273, 'train/epoch_loss': 0.5549268187263967} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'adam', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.01} | summer-sweep-6 |
| 135 | 133 | {'test/epoch_acc': 0.8222222222222223, 'test/batch_loss': 0.5068956017494202, 'train/epoch_loss': 0.5186349417126442, '_step': 1159, '_wandb': {'runtime': 453}, 'test/f1-score': 0.813953488372093, 'test/epoch_loss': 0.4936415394147237, 'train/batch_loss': 0.4434223175048828, 'test/recall': 0.7142857142857143, 'test/precision': 0.945945945945946, 'train/epoch_acc': 0.8218673218673218, 'epoch': 9, '_runtime': 454.3645238876343, '_timestamp': 1678731639.156168} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.0001} | different-sweep-5 |
| 136 | 134 | {'_wandb': {'runtime': 453}, '_runtime': 454.26038885116577, 'test/batch_loss': 0.5159374475479126, 'test/epoch_loss': 0.5482642173767089, '_step': 1159, 'epoch': 9, 'train/batch_loss': 0.5655931830406189, '_timestamp': 1678731176.111379, 'test/f1-score': 0.8354430379746836, 'test/epoch_acc': 0.8555555555555556, 'test/precision': 0.825, 'train/epoch_acc': 0.812039312039312, 'train/epoch_loss': 0.5429200196149016, 'test/recall': 0.8461538461538461} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 2, 'batch_size': 8, 'learning_rate': 0.0001} | wise-sweep-4 |
| 137 | 135 | {'test/batch_loss': 1.7588363885879517, 'train/batch_loss': 0.00470334617421031, 'train/epoch_loss': 0.02060394324720534, '_step': 2289, 'epoch': 9, 'test/f1-score': 0.8493150684931509, 'train/epoch_acc': 0.9963144963144964, '_runtime': 528.9760706424713, 'test/epoch_acc': 0.8777777777777778, 'test/precision': 0.9393939393939394, 'test/epoch_loss': 0.24194780117250048, '_wandb': {'runtime': 528}, '_timestamp': 1678730714.7711067, 'test/recall': 0.775} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 4, 'learning_rate': 0.003} | misty-sweep-3 |
| 138 | 136 | {'test/batch_loss': 0.455120325088501, 'train/batch_loss': 0.5347514748573303, 'test/precision': 0.8387096774193549, 'train/epoch_acc': 0.8329238329238329, '_runtime': 455.41485929489136, 'test/recall': 0.6842105263157895, 'test/epoch_acc': 0.8111111111111111, 'test/f1-score': 0.7536231884057972, 'train/epoch_loss': 0.42904984072326735, 'epoch': 9, '_wandb': {'runtime': 454}, '_timestamp': 1678730177.1362092, '_step': 1159, 'test/epoch_loss': 0.4792341656155056} | {'gamma': 0.1, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 3, 'batch_size': 8, 'learning_rate': 0.0003} | unique-sweep-2 |
| 139 | 137 | {'epoch': 9, '_wandb': {'runtime': 527}, 'test/recall': 0.8636363636363636, 'test/batch_loss': 2.5320074558258057, 'train/epoch_acc': 0.9901719901719902, 'train/batch_loss': 0.005740344058722258, 'train/epoch_loss': 0.024021292951151657, '_step': 2289, 'test/epoch_acc': 0.888888888888889, 'test/precision': 0.9047619047619048, 'test/epoch_loss': 0.5442472649919283, '_runtime': 528.4356484413147, '_timestamp': 1678729705.2001765, 'test/f1-score': 0.8837209302325582} | {'gamma': 0.5, 'epochs': 10, 'optimizer': 'sgd', 'step_size': 7, 'batch_size': 4, 'learning_rate': 0.003} | polar-sweep-1 |