{ "best_metric": 0.9475982532751092, "best_model_checkpoint": "videomae-base-finetuned-good-gesturePhaseV10/checkpoint-630", "epoch": 4.193650793650794, "eval_steps": 500, "global_step": 630, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.015873015873015872, "grad_norm": 10.510711669921875, "learning_rate": 7.936507936507936e-06, "loss": 1.5865, "step": 10 }, { "epoch": 0.031746031746031744, "grad_norm": 5.081316947937012, "learning_rate": 1.5873015873015872e-05, "loss": 1.19, "step": 20 }, { "epoch": 0.047619047619047616, "grad_norm": 4.605384349822998, "learning_rate": 2.380952380952381e-05, "loss": 0.9454, "step": 30 }, { "epoch": 0.06349206349206349, "grad_norm": 6.820161819458008, "learning_rate": 3.1746031746031745e-05, "loss": 0.905, "step": 40 }, { "epoch": 0.07936507936507936, "grad_norm": 3.678572654724121, "learning_rate": 3.968253968253968e-05, "loss": 0.9165, "step": 50 }, { "epoch": 0.09523809523809523, "grad_norm": 6.76840353012085, "learning_rate": 4.761904761904762e-05, "loss": 1.061, "step": 60 }, { "epoch": 0.1111111111111111, "grad_norm": 3.580310344696045, "learning_rate": 4.938271604938271e-05, "loss": 0.835, "step": 70 }, { "epoch": 0.12698412698412698, "grad_norm": 6.999443054199219, "learning_rate": 4.850088183421517e-05, "loss": 0.9638, "step": 80 }, { "epoch": 0.14285714285714285, "grad_norm": 3.5926501750946045, "learning_rate": 4.761904761904762e-05, "loss": 0.9482, "step": 90 }, { "epoch": 0.15873015873015872, "grad_norm": 3.4658665657043457, "learning_rate": 4.673721340388007e-05, "loss": 0.852, "step": 100 }, { "epoch": 0.1746031746031746, "grad_norm": 5.933653354644775, "learning_rate": 4.585537918871252e-05, "loss": 0.9297, "step": 110 }, { "epoch": 0.19047619047619047, "grad_norm": 3.1261682510375977, "learning_rate": 4.4973544973544974e-05, "loss": 1.1344, "step": 120 }, { "epoch": 0.2015873015873016, "eval_accuracy": 0.6899563318777293, "eval_accuracy_hold": 0.0, "eval_accuracy_preparation": 1.0, "eval_accuracy_recovery": 0.0, "eval_accuracy_stroke": 0.0, "eval_accuracy_unknown": 0.0, "eval_loss": 1.0020831823349, "eval_runtime": 21.4274, "eval_samples_per_second": 10.687, "eval_steps_per_second": 1.353, "step": 127 }, { "epoch": 1.0047619047619047, "grad_norm": 1.5987485647201538, "learning_rate": 4.409171075837743e-05, "loss": 0.9775, "step": 130 }, { "epoch": 1.0206349206349206, "grad_norm": 6.478776931762695, "learning_rate": 4.3209876543209875e-05, "loss": 0.9226, "step": 140 }, { "epoch": 1.0365079365079366, "grad_norm": 2.5407347679138184, "learning_rate": 4.232804232804233e-05, "loss": 0.9558, "step": 150 }, { "epoch": 1.0523809523809524, "grad_norm": 2.95082426071167, "learning_rate": 4.144620811287478e-05, "loss": 0.8218, "step": 160 }, { "epoch": 1.0682539682539682, "grad_norm": 8.649039268493652, "learning_rate": 4.056437389770723e-05, "loss": 0.9146, "step": 170 }, { "epoch": 1.084126984126984, "grad_norm": 5.632199764251709, "learning_rate": 3.968253968253968e-05, "loss": 0.7657, "step": 180 }, { "epoch": 1.1, "grad_norm": 3.284162998199463, "learning_rate": 3.8800705467372136e-05, "loss": 0.979, "step": 190 }, { "epoch": 1.115873015873016, "grad_norm": 3.5784647464752197, "learning_rate": 3.791887125220458e-05, "loss": 0.74, "step": 200 }, { "epoch": 1.1317460317460317, "grad_norm": 9.924901008605957, "learning_rate": 3.7037037037037037e-05, "loss": 0.8304, "step": 210 }, { "epoch": 1.1476190476190475, "grad_norm": 7.721616744995117, "learning_rate": 3.615520282186949e-05, "loss": 0.7795, "step": 220 }, { "epoch": 1.1634920634920636, "grad_norm": 6.16989278793335, "learning_rate": 3.527336860670194e-05, "loss": 0.6725, "step": 230 }, { "epoch": 1.1793650793650794, "grad_norm": 5.634149074554443, "learning_rate": 3.439153439153439e-05, "loss": 0.5051, "step": 240 }, { "epoch": 1.1952380952380952, "grad_norm": 10.187247276306152, "learning_rate": 3.3509700176366844e-05, "loss": 0.5961, "step": 250 }, { "epoch": 1.2015873015873015, "eval_accuracy": 0.7947598253275109, "eval_accuracy_hold": 0.2692307692307692, "eval_accuracy_preparation": 0.9873417721518988, "eval_accuracy_recovery": 0.058823529411764705, "eval_accuracy_stroke": 0.0, "eval_accuracy_unknown": 0.8181818181818182, "eval_loss": 0.6022052764892578, "eval_runtime": 18.9231, "eval_samples_per_second": 12.102, "eval_steps_per_second": 1.533, "step": 254 }, { "epoch": 2.0095238095238095, "grad_norm": 2.109996795654297, "learning_rate": 3.262786596119929e-05, "loss": 0.4873, "step": 260 }, { "epoch": 2.0253968253968253, "grad_norm": 13.33204460144043, "learning_rate": 3.1746031746031745e-05, "loss": 0.5243, "step": 270 }, { "epoch": 2.041269841269841, "grad_norm": 6.260931491851807, "learning_rate": 3.08641975308642e-05, "loss": 0.4785, "step": 280 }, { "epoch": 2.057142857142857, "grad_norm": 26.649112701416016, "learning_rate": 2.998236331569665e-05, "loss": 0.4677, "step": 290 }, { "epoch": 2.073015873015873, "grad_norm": 7.0665283203125, "learning_rate": 2.91005291005291e-05, "loss": 0.3441, "step": 300 }, { "epoch": 2.088888888888889, "grad_norm": 9.628989219665527, "learning_rate": 2.8218694885361552e-05, "loss": 0.7396, "step": 310 }, { "epoch": 2.104761904761905, "grad_norm": 1.708268165588379, "learning_rate": 2.7336860670194003e-05, "loss": 0.5972, "step": 320 }, { "epoch": 2.1206349206349207, "grad_norm": 8.236438751220703, "learning_rate": 2.6455026455026456e-05, "loss": 0.4421, "step": 330 }, { "epoch": 2.1365079365079365, "grad_norm": 3.947949171066284, "learning_rate": 2.5573192239858906e-05, "loss": 0.3602, "step": 340 }, { "epoch": 2.1523809523809523, "grad_norm": 4.807738304138184, "learning_rate": 2.4691358024691357e-05, "loss": 0.3214, "step": 350 }, { "epoch": 2.168253968253968, "grad_norm": 9.600074768066406, "learning_rate": 2.380952380952381e-05, "loss": 0.4783, "step": 360 }, { "epoch": 2.1841269841269844, "grad_norm": 19.80223846435547, "learning_rate": 2.292768959435626e-05, "loss": 0.2683, "step": 370 }, { "epoch": 2.2, "grad_norm": 0.9186673164367676, "learning_rate": 2.2045855379188714e-05, "loss": 0.3453, "step": 380 }, { "epoch": 2.2015873015873018, "eval_accuracy": 0.8777292576419214, "eval_accuracy_hold": 0.8076923076923077, "eval_accuracy_preparation": 0.9746835443037974, "eval_accuracy_recovery": 0.4117647058823529, "eval_accuracy_stroke": 0.0, "eval_accuracy_unknown": 0.8636363636363636, "eval_loss": 0.3925057649612427, "eval_runtime": 17.6116, "eval_samples_per_second": 13.003, "eval_steps_per_second": 1.647, "step": 381 }, { "epoch": 3.0142857142857142, "grad_norm": 11.65360164642334, "learning_rate": 2.1164021164021164e-05, "loss": 0.3585, "step": 390 }, { "epoch": 3.03015873015873, "grad_norm": 4.8670454025268555, "learning_rate": 2.0282186948853614e-05, "loss": 0.4365, "step": 400 }, { "epoch": 3.046031746031746, "grad_norm": 7.012415409088135, "learning_rate": 1.9400352733686068e-05, "loss": 0.183, "step": 410 }, { "epoch": 3.0619047619047617, "grad_norm": 0.5204718112945557, "learning_rate": 1.8518518518518518e-05, "loss": 0.3634, "step": 420 }, { "epoch": 3.077777777777778, "grad_norm": 13.590949058532715, "learning_rate": 1.763668430335097e-05, "loss": 0.1989, "step": 430 }, { "epoch": 3.0936507936507938, "grad_norm": 7.4863691329956055, "learning_rate": 1.6754850088183422e-05, "loss": 0.1979, "step": 440 }, { "epoch": 3.1095238095238096, "grad_norm": 4.570287704467773, "learning_rate": 1.5873015873015872e-05, "loss": 0.3445, "step": 450 }, { "epoch": 3.1253968253968254, "grad_norm": 2.023911952972412, "learning_rate": 1.4991181657848324e-05, "loss": 0.1738, "step": 460 }, { "epoch": 3.141269841269841, "grad_norm": 0.15230882167816162, "learning_rate": 1.4109347442680776e-05, "loss": 0.1889, "step": 470 }, { "epoch": 3.157142857142857, "grad_norm": 0.4252125322818756, "learning_rate": 1.3227513227513228e-05, "loss": 0.1824, "step": 480 }, { "epoch": 3.173015873015873, "grad_norm": 23.363100051879883, "learning_rate": 1.2345679012345678e-05, "loss": 0.2642, "step": 490 }, { "epoch": 3.188888888888889, "grad_norm": 2.36000394821167, "learning_rate": 1.146384479717813e-05, "loss": 0.1551, "step": 500 }, { "epoch": 3.2015873015873018, "eval_accuracy": 0.9432314410480349, "eval_accuracy_hold": 0.9615384615384616, "eval_accuracy_preparation": 0.9936708860759493, "eval_accuracy_recovery": 0.7058823529411765, "eval_accuracy_stroke": 0.16666666666666666, "eval_accuracy_unknown": 0.9545454545454546, "eval_loss": 0.2178172767162323, "eval_runtime": 17.2686, "eval_samples_per_second": 13.261, "eval_steps_per_second": 1.679, "step": 508 }, { "epoch": 4.003174603174603, "grad_norm": 0.14277657866477966, "learning_rate": 1.0582010582010582e-05, "loss": 0.1695, "step": 510 }, { "epoch": 4.019047619047619, "grad_norm": 0.6571791768074036, "learning_rate": 9.700176366843034e-06, "loss": 0.0663, "step": 520 }, { "epoch": 4.034920634920635, "grad_norm": 40.71855926513672, "learning_rate": 8.818342151675484e-06, "loss": 0.2735, "step": 530 }, { "epoch": 4.050793650793651, "grad_norm": 12.299385070800781, "learning_rate": 7.936507936507936e-06, "loss": 0.0465, "step": 540 }, { "epoch": 4.066666666666666, "grad_norm": 0.19348235428333282, "learning_rate": 7.054673721340388e-06, "loss": 0.0676, "step": 550 }, { "epoch": 4.082539682539682, "grad_norm": 0.1367979794740677, "learning_rate": 6.172839506172839e-06, "loss": 0.0643, "step": 560 }, { "epoch": 4.098412698412698, "grad_norm": 10.41691780090332, "learning_rate": 5.291005291005291e-06, "loss": 0.0992, "step": 570 }, { "epoch": 4.114285714285714, "grad_norm": 21.60604476928711, "learning_rate": 4.409171075837742e-06, "loss": 0.2483, "step": 580 }, { "epoch": 4.130158730158731, "grad_norm": 0.17013657093048096, "learning_rate": 3.527336860670194e-06, "loss": 0.0683, "step": 590 }, { "epoch": 4.146031746031746, "grad_norm": 0.12723946571350098, "learning_rate": 2.6455026455026455e-06, "loss": 0.0116, "step": 600 }, { "epoch": 4.161904761904762, "grad_norm": 0.1051618903875351, "learning_rate": 1.763668430335097e-06, "loss": 0.1836, "step": 610 }, { "epoch": 4.177777777777778, "grad_norm": 8.298240661621094, "learning_rate": 8.818342151675485e-07, "loss": 0.0978, "step": 620 }, { "epoch": 4.193650793650794, "grad_norm": 0.7603585124015808, "learning_rate": 0.0, "loss": 0.1213, "step": 630 }, { "epoch": 4.193650793650794, "eval_accuracy": 0.9475982532751092, "eval_accuracy_hold": 0.9615384615384616, "eval_accuracy_preparation": 1.0, "eval_accuracy_recovery": 0.7058823529411765, "eval_accuracy_stroke": 0.6666666666666666, "eval_accuracy_unknown": 0.8181818181818182, "eval_loss": 0.2031552791595459, "eval_runtime": 17.2621, "eval_samples_per_second": 13.266, "eval_steps_per_second": 1.68, "step": 630 }, { "epoch": 4.193650793650794, "step": 630, "total_flos": 6.275349161424323e+18, "train_loss": 0.5261434914100738, "train_runtime": 1007.5783, "train_samples_per_second": 5.002, "train_steps_per_second": 0.625 }, { "epoch": 4.193650793650794, "eval_accuracy": 0.9253112033195021, "eval_accuracy_hold": 1.0, "eval_accuracy_preparation": 1.0, "eval_accuracy_recovery": 0.7894736842105263, "eval_accuracy_stroke": 0.42857142857142855, "eval_accuracy_unknown": 0.6428571428571429, "eval_loss": 0.31221458315849304, "eval_runtime": 24.503, "eval_samples_per_second": 9.836, "eval_steps_per_second": 1.265, "step": 630 }, { "epoch": 4.193650793650794, "eval_accuracy": 0.9253112033195021, "eval_accuracy_hold": 1.0, "eval_accuracy_preparation": 1.0, "eval_accuracy_recovery": 0.7894736842105263, "eval_accuracy_stroke": 0.42857142857142855, "eval_accuracy_unknown": 0.6428571428571429, "eval_loss": 0.31221458315849304, "eval_runtime": 17.9771, "eval_samples_per_second": 13.406, "eval_steps_per_second": 1.724, "step": 630 } ], "logging_steps": 10, "max_steps": 630, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 6.275349161424323e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }