{"x_div_y": {"means": {"final_train_loss_mean": 0.005695131762574117, "final_val_loss_mean": 0.006676396820694208, "final_train_acc_mean": 1.0, "final_val_acc_mean": 1.0, "step_val_acc_99_mean": 4400.0}, "stderrs": {"final_train_loss_stderr": 0.0004554267014365185, "final_val_loss_stderr": 0.000595170330594436, "final_train_acc_stderr": 0.0, "final_val_acc_stderr": 0.0, "step_val_acc_99_stderr": 243.2343786617405}, "final_info_dict": {"final_train_loss": [0.007447723299264908, 0.005523391999304295, 0.004114279989153147], "final_val_loss": [0.009054496884346008, 0.006222570780664682, 0.004752122797071934], "final_train_acc": [1.0, 1.0, 1.0], "final_val_acc": [1.0, 1.0, 1.0], "step_val_acc_99": [5370, 3610, 4220]}}, "x_minus_y": {"means": {"final_train_loss_mean": 0.007605783641338348, "final_val_loss_mean": 0.009271160699427128, "final_train_acc_mean": 1.0, "final_val_acc_mean": 1.0, "step_val_acc_99_mean": 4096.666666666667}, "stderrs": {"final_train_loss_stderr": 0.00017125052320872514, "final_val_loss_stderr": 0.0002926509660871273, "final_train_acc_stderr": 0.0, "final_val_acc_stderr": 0.0, "step_val_acc_99_stderr": 156.82812798855653}, "final_info_dict": {"final_train_loss": [0.006900861393660307, 0.008110640570521355, 0.0078058489598333836], "final_val_loss": [0.008306857198476791, 0.0104306535795331, 0.009075971320271492], "final_train_acc": [1.0, 1.0, 1.0], "final_val_acc": [1.0, 1.0, 1.0], "step_val_acc_99": [4650, 4140, 3500]}}, "x_plus_y": {"means": {"final_train_loss_mean": 0.5689462795077512, "final_val_loss_mean": 0.16791313358892998, "final_train_acc_mean": 0.8979166746139526, "final_val_acc_mean": 0.9898274739583334, "step_val_acc_99_mean": 2586.6666666666665}, "stderrs": {"final_train_loss_stderr": 0.2130860458208862, "final_val_loss_stderr": 0.0528825765651676, "final_train_acc_stderr": 0.04089210116008807, "final_val_acc_stderr": 0.00345799391926594, "step_val_acc_99_stderr": 166.6518511933571}, "final_info_dict": {"final_train_loss": [1.4624165296554565, 0.0027974469121545553, 0.2416248619556427], "final_val_loss": [0.3820779323577881, 0.0029193153604865074, 0.11874215304851532], "final_train_acc": [0.725390613079071, 1.0, 0.9683594107627869], "final_val_acc": [0.9755859375, 1.0, 0.993896484375], "step_val_acc_99": [3280, 2360, 2120]}}, "permutation": {"means": {"final_train_loss_mean": 0.04928650769094626, "final_val_loss_mean": 7.863071759541829, "final_train_acc_mean": 0.9940755168596903, "final_val_acc_mean": 0.011881510416666666, "step_val_acc_99_mean": 7500.0}, "stderrs": {"final_train_loss_stderr": 0.017879001511608837, "final_val_loss_stderr": 0.17713712191280354, "final_train_acc_stderr": 0.002792828135692218, "final_val_acc_stderr": 0.001282150856998315, "step_val_acc_99_stderr": 0.0}, "final_info_dict": {"final_train_loss": [0.12509623169898987, 0.009132936596870422, 0.013630354776978493], "final_val_loss": [7.491299629211426, 7.483328819274902, 8.61458683013916], "final_train_acc": [0.982226550579071, 1.0, 1.0], "final_val_acc": [0.015625, 0.013427734375, 0.006591796875], "step_val_acc_99": [7500, 7500, 7500]}}} |