Add pytorch_model_0010.pth and related files

pytorch_model_0010.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4eaba510d0b852ac4f6df5b173906c0eebbd500fe24c45be79cb7e825b8964d1
-size 102549342
+oid sha256:391ef626c4433cce00df6ec4abd4904e3d0d2061641d32650562a30665707bb2
+size 94517278

training_metrics_0010.json

@@ -1 +1 @@
-{"0.001": [{"train_loss": 8.472567610307173, "train_accuracy": 7.670454545454546, "clean_val_accuracy": 48.90909090909091, "clean_val_loss": 0.09247279687361283, "adversarial_val_accuracy": 34.18181818181818, "adversarial_val_loss": 0.09314514853737571, "combined_score": 83.0909090909091}, {"train_loss": 8.41651444868608, "train_accuracy": 65.2840909090909, "clean_val_accuracy": 84.54545454545455, "clean_val_loss": 0.07769854458895596, "adversarial_val_accuracy": 63.45454545454545, "adversarial_val_loss": 0.08187138037248091, "combined_score": 148.0}, {"train_loss": 8.350009779496627, "train_accuracy": 81.25, "clean_val_accuracy": 84.54545454545455, "clean_val_loss": 0.05440919962796298, "adversarial_val_accuracy": 63.63636363636363, "adversarial_val_loss": 0.06603528109463778, "combined_score": 148.1818181818182}, {"train_loss": 8.276702360673385, "train_accuracy": 88.4659090909091, "clean_val_accuracy": 88.72727272727273, "clean_val_loss": 0.027251269817352295, "adversarial_val_accuracy": 74.0, "adversarial_val_loss": 0.04513813669031316, "combined_score": 162.72727272727275}, {"train_loss": 8.208387964422053, "train_accuracy": 93.75, "clean_val_accuracy": 88.72727272727273, "clean_val_loss": 0.01226198207248341, "adversarial_val_accuracy": 76.18181818181819, "adversarial_val_loss": 0.02905937671661377, "combined_score": 164.90909090909093}, {"train_loss": 8.153623823686079, "train_accuracy": 93.57954545454545, "clean_val_accuracy": 90.54545454545455, "clean_val_loss": 0.006393875479698181, "adversarial_val_accuracy": 78.18181818181819, "adversarial_val_loss": 0.022171355160799894, "combined_score": 168.72727272727275}, {"train_loss": 8.104748743230646, "train_accuracy": 94.0340909090909, "clean_val_accuracy": 90.54545454545455, "clean_val_loss": 0.00438888975165107, "adversarial_val_accuracy": 76.54545454545455, "adversarial_val_loss": 0.017246185107664628, "combined_score": 167.0909090909091}, {"train_loss": 8.073225402832032, "train_accuracy": 94.82954545454545, "clean_val_accuracy": 90.54545454545455, "clean_val_loss": 0.004249064380472356, "adversarial_val_accuracy": 75.63636363636364, "adversarial_val_loss": 0.016423943367871372, "combined_score": 166.1818181818182}, {"train_loss": 8.059192310680043, "train_accuracy": 94.7159090909091, "clean_val_accuracy": 90.18181818181819, "clean_val_loss": 0.0038472710143436085, "adversarial_val_accuracy": 74.54545454545455, "adversarial_val_loss": 0.014963698495518077, "combined_score": 164.72727272727275}, {"train_loss": 8.045625998757103, "train_accuracy": 94.54545454545455, "clean_val_accuracy": 89.45454545454545, "clean_val_loss": 0.0036128104816783558, "adversarial_val_accuracy": 76.36363636363636, "adversarial_val_loss": 0.01388034549626437, "combined_score": 165.8181818181818}, {"train_loss": 8.031832122802735, "train_accuracy": 93.92045454545455, "clean_val_accuracy": 89.63636363636364, "clean_val_loss": 0.0034574727578596635, "adversarial_val_accuracy": 76.36363636363636, "adversarial_val_loss": 0.015462054772810502, "combined_score": 166.0}, {"train_loss": 8.018244517933239, "train_accuracy": 93.80681818181819, "clean_val_accuracy": 91.0909090909091, "clean_val_loss": 0.002891960171135989, "adversarial_val_accuracy": 75.27272727272727, "adversarial_val_loss": 0.014663795991377397, "combined_score": 166.36363636363637}], "0.004": [], "0.0067": [], "0.0091": [], "0.0113": [], "0.0133": [], "0.0151": [], "0.0167": [], "0.0182": [], "0.0197": [], "0.0212": [], "0.0227": [], "0.0242": [], "0.0257": [], "0.0272": [], "0.0287": [], "0.0302": [], "0.0317": [], "0.0332": [], "0.0347": [], "0.0362": [], "0.0377": [], "0.0392": [], "0.0407": [], "0.0422": [], "0.0437": [], "0.0452": [], "0.0467": [], "0.0482": [], "0.0497": [], "0.0512": [], "0.0527": [], "0.0542": [], "0.0557": [], "0.0572": [], "0.0587": [], "0.0602": [], "0.0617": [], "0.0632": [], "0.0647": [], "0.0662": [], "0.0677": [], "0.0692": [], "0.0707": [], "0.0722": [], "0.0737": [], "0.0752": [], "0.0767": [], "0.0782": [], "0.0797": [], "0.0812": [], "0.0827": [], "0.0842": [], "0.0857": [], "0.0872": [], "0.0887": [], "0.0902": [], "0.0917": [], "0.0932": [], "0.0947": [], "0.0962": [], "0.0977": [], "0.0992": [], "0.1007": [], "0.1022": []}
+{"0.001": [{"train_loss": 20.559782682146345, "train_accuracy": 19.583333333333332, "clean_val_accuracy": 7.983193277310924, "clean_val_loss": 0.0823596962359773, "adversarial_val_accuracy": 5.126050420168068, "adversarial_val_loss": 0.04795749648278501, "combined_score": 13.109243697478991}, {"train_loss": 20.223561314174106, "train_accuracy": 25.148809523809526, "clean_val_accuracy": 12.184873949579831, "clean_val_loss": 0.05299200510778347, "adversarial_val_accuracy": 4.621848739495798, "adversarial_val_loss": 0.04834401687654127, "combined_score": 16.806722689075627}, {"train_loss": 19.88942322503953, "train_accuracy": 34.107142857142854, "clean_val_accuracy": 15.378151260504202, "clean_val_loss": 0.05390339398584446, "adversarial_val_accuracy": 5.126050420168068, "adversarial_val_loss": 0.04721322199877571, "combined_score": 20.50420168067227}, {"train_loss": 19.561735988798596, "train_accuracy": 35.773809523809526, "clean_val_accuracy": 19.327731092436974, "clean_val_loss": 0.043771675454468285, "adversarial_val_accuracy": 7.647058823529412, "adversarial_val_loss": 0.048245146294601825, "combined_score": 26.974789915966387}, {"train_loss": 19.23832580929711, "train_accuracy": 40.625, "clean_val_accuracy": 18.403361344537814, "clean_val_loss": 0.04175497864474769, "adversarial_val_accuracy": 6.1344537815126055, "adversarial_val_loss": 0.04790906465354086, "combined_score": 24.53781512605042}, {"train_loss": 18.919507671537854, "train_accuracy": 44.791666666666664, "clean_val_accuracy": 20.58823529411765, "clean_val_loss": 0.040083636556352886, "adversarial_val_accuracy": 9.327731092436975, "adversarial_val_loss": 0.04384971967264384, "combined_score": 29.915966386554622}, {"train_loss": 18.606907181512742, "train_accuracy": 47.916666666666664, "clean_val_accuracy": 17.983193277310924, "clean_val_loss": 0.046347645350864955, "adversarial_val_accuracy": 13.193277310924369, "adversarial_val_loss": 0.0422263241615616, "combined_score": 31.176470588235293}, {"train_loss": 18.401647822062174, "train_accuracy": 52.529761904761905, "clean_val_accuracy": 23.529411764705884, "clean_val_loss": 0.03709377300839464, "adversarial_val_accuracy": 10.92436974789916, "adversarial_val_loss": 0.04403337570799499, "combined_score": 34.45378151260505}, {"train_loss": 18.30810009184338, "train_accuracy": 55.982142857142854, "clean_val_accuracy": 25.04201680672269, "clean_val_loss": 0.03726926310723569, "adversarial_val_accuracy": 13.025210084033613, "adversarial_val_loss": 0.04103143135038745, "combined_score": 38.0672268907563}, {"train_loss": 18.21634837559291, "train_accuracy": 56.279761904761905, "clean_val_accuracy": 25.714285714285715, "clean_val_loss": 0.03594881857142729, "adversarial_val_accuracy": 16.30252100840336, "adversarial_val_loss": 0.04252371106828962, "combined_score": 42.016806722689076}, {"train_loss": 18.124512390863327, "train_accuracy": 58.898809523809526, "clean_val_accuracy": 24.201680672268907, "clean_val_loss": 0.037418365678867374, "adversarial_val_accuracy": 14.117647058823529, "adversarial_val_loss": 0.03904876027788435, "combined_score": 38.319327731092436}, {"train_loss": 18.033658636183965, "train_accuracy": 60.625, "clean_val_accuracy": 27.983193277310924, "clean_val_loss": 0.035288642434512865, "adversarial_val_accuracy": 15.378151260504202, "adversarial_val_loss": 0.04030245312121736, "combined_score": 43.36134453781513}, {"train_loss": 17.942523829142253, "train_accuracy": 60.714285714285715, "clean_val_accuracy": 24.789915966386555, "clean_val_loss": 0.037011975200236344, "adversarial_val_accuracy": 16.638655462184875, "adversarial_val_loss": 0.041726970271903925, "combined_score": 41.42857142857143}, {"train_loss": 17.85264914376395, "train_accuracy": 60.148809523809526, "clean_val_accuracy": 24.6218487394958, "clean_val_loss": 0.03666892993349989, "adversarial_val_accuracy": 17.22689075630252, "adversarial_val_loss": 0.03822512947210745, "combined_score": 41.84873949579832}, {"train_loss": 17.793840081351146, "train_accuracy": 61.36904761904762, "clean_val_accuracy": 27.81512605042017, "clean_val_loss": 0.0353579643393765, "adversarial_val_accuracy": 16.974789915966387, "adversarial_val_loss": 0.03921050604651956, "combined_score": 44.78991596638656}, {"train_loss": 17.76615388052804, "train_accuracy": 63.095238095238095, "clean_val_accuracy": 27.983193277310924, "clean_val_loss": 0.03470187637986255, "adversarial_val_accuracy": 15.966386554621849, "adversarial_val_loss": 0.039713049535991765, "combined_score": 43.94957983193277}, {"train_loss": 17.739068276541573, "train_accuracy": 63.392857142857146, "clean_val_accuracy": 26.89075630252101, "clean_val_loss": 0.036773243671705744, "adversarial_val_accuracy": 16.722689075630253, "adversarial_val_loss": 0.03802333859836354, "combined_score": 43.61344537815126}, {"train_loss": 17.71225026448568, "train_accuracy": 63.958333333333336, "clean_val_accuracy": 27.22689075630252, "clean_val_loss": 0.03514674310924626, "adversarial_val_accuracy": 15.378151260504202, "adversarial_val_loss": 0.039594773284527436, "combined_score": 42.60504201680672}, {"train_loss": 17.685442152477446, "train_accuracy": 63.92857142857143, "clean_val_accuracy": 27.058823529411764, "clean_val_loss": 0.03679806444825245, "adversarial_val_accuracy": 15.798319327731093, "adversarial_val_loss": 0.0395034303184317, "combined_score": 42.85714285714286}, {"train_loss": 17.658222543625605, "train_accuracy": 64.46428571428571, "clean_val_accuracy": 28.907563025210084, "clean_val_loss": 0.034643986545690966, "adversarial_val_accuracy": 15.630252100840336, "adversarial_val_loss": 0.04113280532740745, "combined_score": 44.53781512605042}, {"train_loss": 17.631569054013205, "train_accuracy": 63.601190476190474, "clean_val_accuracy": 27.478991596638654, "clean_val_loss": 0.035738823493989574, "adversarial_val_accuracy": 14.285714285714286, "adversarial_val_loss": 0.038938856525581426, "combined_score": 41.76470588235294}, {"train_loss": 17.614251745314824, "train_accuracy": 64.07738095238095, "clean_val_accuracy": 25.798319327731093, "clean_val_loss": 0.036499005806546254, "adversarial_val_accuracy": 16.134453781512605, "adversarial_val_loss": 0.04115944990590841, "combined_score": 41.9327731092437}, {"train_loss": 17.605937067667643, "train_accuracy": 65.0297619047619, "clean_val_accuracy": 27.647058823529413, "clean_val_loss": 0.035577582912284786, "adversarial_val_accuracy": 15.378151260504202, "adversarial_val_loss": 0.03947075635445218, "combined_score": 43.02521008403362}, {"train_loss": 17.59791359674363, "train_accuracy": 64.58333333333333, "clean_val_accuracy": 26.134453781512605, "clean_val_loss": 0.03750988355203837, "adversarial_val_accuracy": 16.30252100840336, "adversarial_val_loss": 0.03856530790569401, "combined_score": 42.436974789915965}, {"train_loss": 17.589765403384256, "train_accuracy": 66.39880952380952, "clean_val_accuracy": 26.470588235294116, "clean_val_loss": 0.03516320961864055, "adversarial_val_accuracy": 15.546218487394958, "adversarial_val_loss": 0.039533136071277265, "combined_score": 42.016806722689076}], "0.004": [], "0.0067": [], "0.0091": [], "0.0113": [], "0.0133": [], "0.0151": [], "0.0167": [], "0.0182": [], "0.0197": [], "0.0212": [], "0.0227": [], "0.0242": [], "0.0257": [], "0.0272": [], "0.0287": [], "0.0302": [], "0.0317": [], "0.0332": [], "0.0347": [], "0.0362": [], "0.0377": [], "0.0392": [], "0.0407": [], "0.0422": [], "0.0437": [], "0.0452": [], "0.0467": [], "0.0482": [], "0.0497": [], "0.0512": [], "0.0527": [], "0.0542": [], "0.0557": [], "0.0572": [], "0.0587": [], "0.0602": [], "0.0617": [], "0.0632": [], "0.0647": [], "0.0662": [], "0.0677": [], "0.0692": [], "0.0707": [], "0.0722": [], "0.0737": [], "0.0752": [], "0.0767": [], "0.0782": [], "0.0797": [], "0.0812": [], "0.0827": [], "0.0842": [], "0.0857": [], "0.0872": [], "0.0887": [], "0.0902": [], "0.0917": [], "0.0932": [], "0.0947": [], "0.0962": [], "0.0977": [], "0.0992": [], "0.1007": [], "0.1022": []}