Spaces:
Sleeping
Sleeping
| {"epoch": 1, "timestamp": 1763125596, "train_loss": 0.9174403849102202, "val_loss": 0.0, "val_acc": 71.30952380952381, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.71874999999999, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 2, "timestamp": 1763125651, "train_loss": 0.8012998600800832, "val_loss": 0.0, "val_acc": 87.85714285714286, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.71875, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 3, "timestamp": 1763125706, "train_loss": 0.8469637472147479, "val_loss": 0.0, "val_acc": 88.80952380952381, "lr": 0.0003, "activation_rate": 0.09494047619047619, "energy_savings": 89.67946428571433, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 4, "timestamp": 1763125762, "train_loss": 0.654873288346923, "val_loss": 0.0, "val_acc": 95.71428571428571, "lr": 0.0003, "activation_rate": 0.1431547619047619, "energy_savings": 88.46651785714292, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 5, "timestamp": 1763125817, "train_loss": 0.7883973313882985, "val_loss": 0.0, "val_acc": 96.78571428571429, "lr": 0.0003, "activation_rate": 0.11875, "energy_savings": 88.22196428571435, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 6, "timestamp": 1763125872, "train_loss": 0.7271203561712897, "val_loss": 0.0, "val_acc": 97.14285714285714, "lr": 0.0003, "activation_rate": 0.10297619047619047, "energy_savings": 88.31919642857147, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 7, "timestamp": 1763125928, "train_loss": 0.642260551384756, "val_loss": 0.0, "val_acc": 97.5, "lr": 0.0003, "activation_rate": 0.10208333333333333, "energy_savings": 88.40127551020413, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 8, "timestamp": 1763125982, "train_loss": 0.7056983132415808, "val_loss": 0.0, "val_acc": 97.38095238095238, "lr": 0.0003, "activation_rate": 0.09553571428571428, "energy_savings": 88.54386160714292, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 9, "timestamp": 1763126036, "train_loss": 0.7338450955445296, "val_loss": 0.0, "val_acc": 97.73809523809524, "lr": 0.0003, "activation_rate": 0.09523809523809523, "energy_savings": 88.65803571428576, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 10, "timestamp": 1763126091, "train_loss": 0.7793450627501443, "val_loss": 0.0, "val_acc": 98.0952380952381, "lr": 0.0003, "activation_rate": 0.09523809523809523, "energy_savings": 88.74937500000006, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 11, "timestamp": 1763126146, "train_loss": 0.7962586376932814, "val_loss": 0.0, "val_acc": 97.61904761904762, "lr": 0.0003, "activation_rate": 0.09494047619047619, "energy_savings": 88.82678571428578, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 12, "timestamp": 1763126201, "train_loss": 0.7232531044499151, "val_loss": 0.0, "val_acc": 97.26190476190476, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 88.90111607142865, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 13, "timestamp": 1763126256, "train_loss": 0.5635798100958271, "val_loss": 0.0, "val_acc": 95.35714285714286, "lr": 0.0003, "activation_rate": 0.09404761904761905, "energy_savings": 88.9617445054946, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 14, "timestamp": 1763126310, "train_loss": 0.5749440229824991, "val_loss": 0.0, "val_acc": 96.78571428571429, "lr": 0.0003, "activation_rate": 0.09404761904761905, "energy_savings": 89.01371173469396, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 15, "timestamp": 1763126365, "train_loss": 0.529647873938371, "val_loss": 0.0, "val_acc": 96.78571428571429, "lr": 0.0003, "activation_rate": 0.09404761904761905, "energy_savings": 89.05875000000009, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 16, "timestamp": 1763126419, "train_loss": 0.45809119255071995, "val_loss": 0.0, "val_acc": 98.0952380952381, "lr": 0.0003, "activation_rate": 0.09404761904761905, "energy_savings": 89.09815848214294, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 17, "timestamp": 1763126473, "train_loss": 0.4002539626167466, "val_loss": 0.0, "val_acc": 97.61904761904762, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.13466386554629, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 18, "timestamp": 1763126528, "train_loss": 0.4210277788884317, "val_loss": 0.0, "val_acc": 97.73809523809524, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.16711309523818, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 19, "timestamp": 1763126583, "train_loss": 0.3885453085400513, "val_loss": 0.0, "val_acc": 97.85714285714286, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.19614661654145, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 20, "timestamp": 1763126637, "train_loss": 0.6010262658187587, "val_loss": 0.0, "val_acc": 98.21428571428571, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.22227678571437, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 21, "timestamp": 1763126692, "train_loss": 0.4053994377675865, "val_loss": 0.0, "val_acc": 97.38095238095238, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.24591836734703, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 22, "timestamp": 1763126746, "train_loss": 0.3970173492828118, "val_loss": 0.0, "val_acc": 98.33333333333333, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.26741071428582, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 23, "timestamp": 1763126800, "train_loss": 0.35263710501686935, "val_loss": 0.0, "val_acc": 97.97619047619048, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.28703416149074, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 24, "timestamp": 1763126854, "train_loss": 0.363438001081037, "val_loss": 0.0, "val_acc": 98.21428571428571, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.30502232142851, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 25, "timestamp": 1763126908, "train_loss": 0.5061474294520331, "val_loss": 0.0, "val_acc": 95.5952380952381, "lr": 0.0003, "activation_rate": 0.09404761904761905, "energy_savings": 89.32039285714269, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 26, "timestamp": 1763126963, "train_loss": 0.44013130536539913, "val_loss": 0.0, "val_acc": 98.57142857142857, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.33571428571403, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 27, "timestamp": 1763127018, "train_loss": 0.3616862392777372, "val_loss": 0.0, "val_acc": 97.02380952380952, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.34990079365043, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 28, "timestamp": 1763127072, "train_loss": 0.45136256727453744, "val_loss": 0.0, "val_acc": 98.92857142857143, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.3630739795914, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 29, "timestamp": 1763127127, "train_loss": 0.4971562888445554, "val_loss": 0.0, "val_acc": 84.76190476190476, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.37533866995022, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 30, "timestamp": 1763127182, "train_loss": 0.3267709210959202, "val_loss": 0.0, "val_acc": 98.57142857142857, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.38678571428512, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 31, "timestamp": 1763127236, "train_loss": 0.32132466026385026, "val_loss": 0.0, "val_acc": 98.33333333333333, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.39749423963067, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 32, "timestamp": 1763127290, "train_loss": 0.31886346835443485, "val_loss": 0.0, "val_acc": 96.9047619047619, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.40753348214213, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 33, "timestamp": 1763127344, "train_loss": 0.3858661305146857, "val_loss": 0.0, "val_acc": 96.42857142857143, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.41696428571349, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 34, "timestamp": 1763127399, "train_loss": 0.3607366241671289, "val_loss": 0.0, "val_acc": 99.16666666666667, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.4258403361336, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 35, "timestamp": 1763127454, "train_loss": 0.28207567157417845, "val_loss": 0.0, "val_acc": 97.5, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.43420918367258, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 36, "timestamp": 1763127509, "train_loss": 0.26581086033173573, "val_loss": 0.0, "val_acc": 99.16666666666667, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.44211309523715, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 37, "timestamp": 1763127564, "train_loss": 0.3291050962218183, "val_loss": 0.0, "val_acc": 98.80952380952381, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.44958976833877, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 38, "timestamp": 1763127618, "train_loss": 0.24259638231416744, "val_loss": 0.0, "val_acc": 97.5, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.45667293232978, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 39, "timestamp": 1763127673, "train_loss": 0.30308870009852584, "val_loss": 0.0, "val_acc": 98.92857142857143, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.46339285714177, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 40, "timestamp": 1763127726, "train_loss": 0.29212313106557036, "val_loss": 0.0, "val_acc": 98.92857142857143, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.46977678571317, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 41, "timestamp": 1763127781, "train_loss": 0.24896012381917293, "val_loss": 0.0, "val_acc": 99.28571428571429, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.47584930313472, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 42, "timestamp": 1763127835, "train_loss": 0.22024139689538205, "val_loss": 0.0, "val_acc": 97.73809523809524, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.48163265306003, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 43, "timestamp": 1763127890, "train_loss": 0.2134400456126088, "val_loss": 0.0, "val_acc": 99.28571428571429, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.48714700996554, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 44, "timestamp": 1763127945, "train_loss": 0.3039541052901077, "val_loss": 0.0, "val_acc": 98.45238095238095, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.49241071428445, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 45, "timestamp": 1763128000, "train_loss": 0.25223047395156983, "val_loss": 0.0, "val_acc": 98.33333333333333, "lr": 0.0003, "activation_rate": 0.09404761904761905, "energy_savings": 89.49678571428441, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 46, "timestamp": 1763128054, "train_loss": 0.31821824416691696, "val_loss": 0.0, "val_acc": 99.28571428571429, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.50161102484338, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 47, "timestamp": 1763128109, "train_loss": 0.18446585381925562, "val_loss": 0.0, "val_acc": 99.28571428571429, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.50623100303814, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 48, "timestamp": 1763128162, "train_loss": 0.35330376675935, "val_loss": 0.0, "val_acc": 96.54761904761905, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.51065848214147, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 49, "timestamp": 1763128217, "train_loss": 0.17741978314328055, "val_loss": 0.0, "val_acc": 98.45238095238095, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.514905247812, "samples_processed": 3360, "total_samples": 3360} | |
| {"epoch": 50, "timestamp": 1763128272, "train_loss": 0.3081307946311766, "val_loss": 0.0, "val_acc": 98.0952380952381, "lr": 0.0003, "activation_rate": 0.09375, "energy_savings": 89.51898214285569, "samples_processed": 3360, "total_samples": 3360} | |