{
  "best_metric": 82.41013261020537,
  "best_model_checkpoint": "/scratch/mrahma45/pixel/finetuned_models/mbert/mbert-base-finetuned-parsing-ud-Arabic-PADT/checkpoint-3000",
  "epoch": 28.94736842105263,
  "global_step": 5500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.53,
      "learning_rate": 7.76e-05,
      "loss": 3.3094,
      "step": 100
    },
    {
      "epoch": 1.05,
      "learning_rate": 7.947919463087248e-05,
      "loss": 1.0202,
      "step": 200
    },
    {
      "epoch": 1.58,
      "learning_rate": 7.894228187919463e-05,
      "loss": 0.7642,
      "step": 300
    },
    {
      "epoch": 2.11,
      "learning_rate": 7.840536912751678e-05,
      "loss": 0.697,
      "step": 400
    },
    {
      "epoch": 2.63,
      "learning_rate": 7.786845637583893e-05,
      "loss": 0.5389,
      "step": 500
    },
    {
      "epoch": 2.63,
      "eval_las": 81.76527001554284,
      "eval_loss": 0.8606711626052856,
      "eval_runtime": 7.3104,
      "eval_samples_per_second": 124.343,
      "eval_steps_per_second": 15.594,
      "eval_uas": 86.67614669797281,
      "step": 500
    },
    {
      "epoch": 3.16,
      "learning_rate": 7.733154362416108e-05,
      "loss": 0.5056,
      "step": 600
    },
    {
      "epoch": 3.68,
      "learning_rate": 7.679463087248322e-05,
      "loss": 0.408,
      "step": 700
    },
    {
      "epoch": 4.21,
      "learning_rate": 7.625771812080537e-05,
      "loss": 0.3727,
      "step": 800
    },
    {
      "epoch": 4.74,
      "learning_rate": 7.572080536912752e-05,
      "loss": 0.312,
      "step": 900
    },
    {
      "epoch": 5.26,
      "learning_rate": 7.518389261744967e-05,
      "loss": 0.2764,
      "step": 1000
    },
    {
      "epoch": 5.26,
      "eval_las": 81.93723337411951,
      "eval_loss": 1.1254280805587769,
      "eval_runtime": 7.2968,
      "eval_samples_per_second": 124.575,
      "eval_steps_per_second": 15.623,
      "eval_uas": 87.01676642746122,
      "step": 1000
    },
    {
      "epoch": 5.79,
      "learning_rate": 7.464697986577182e-05,
      "loss": 0.2391,
      "step": 1100
    },
    {
      "epoch": 6.32,
      "learning_rate": 7.411006711409397e-05,
      "loss": 0.2091,
      "step": 1200
    },
    {
      "epoch": 6.84,
      "learning_rate": 7.357315436241611e-05,
      "loss": 0.1907,
      "step": 1300
    },
    {
      "epoch": 7.37,
      "learning_rate": 7.303624161073826e-05,
      "loss": 0.1597,
      "step": 1400
    },
    {
      "epoch": 7.89,
      "learning_rate": 7.249932885906041e-05,
      "loss": 0.1574,
      "step": 1500
    },
    {
      "epoch": 7.89,
      "eval_las": 81.97691722609875,
      "eval_loss": 1.3033808469772339,
      "eval_runtime": 7.3011,
      "eval_samples_per_second": 124.502,
      "eval_steps_per_second": 15.614,
      "eval_uas": 86.96385462482225,
      "step": 1500
    },
    {
      "epoch": 8.42,
      "learning_rate": 7.196241610738256e-05,
      "loss": 0.132,
      "step": 1600
    },
    {
      "epoch": 8.95,
      "learning_rate": 7.142550335570471e-05,
      "loss": 0.1349,
      "step": 1700
    },
    {
      "epoch": 9.47,
      "learning_rate": 7.088859060402686e-05,
      "loss": 0.1038,
      "step": 1800
    },
    {
      "epoch": 10.0,
      "learning_rate": 7.0351677852349e-05,
      "loss": 0.117,
      "step": 1900
    },
    {
      "epoch": 10.53,
      "learning_rate": 6.981476510067114e-05,
      "loss": 0.0903,
      "step": 2000
    },
    {
      "epoch": 10.53,
      "eval_las": 82.0099871027481,
      "eval_loss": 1.4602577686309814,
      "eval_runtime": 7.3008,
      "eval_samples_per_second": 124.507,
      "eval_steps_per_second": 15.615,
      "eval_uas": 87.14573894639372,
      "step": 2000
    },
    {
      "epoch": 11.05,
      "learning_rate": 6.927785234899329e-05,
      "loss": 0.1005,
      "step": 2100
    },
    {
      "epoch": 11.58,
      "learning_rate": 6.874093959731543e-05,
      "loss": 0.0844,
      "step": 2200
    },
    {
      "epoch": 12.11,
      "learning_rate": 6.820402684563758e-05,
      "loss": 0.0867,
      "step": 2300
    },
    {
      "epoch": 12.63,
      "learning_rate": 6.766711409395973e-05,
      "loss": 0.0742,
      "step": 2400
    },
    {
      "epoch": 13.16,
      "learning_rate": 6.713020134228188e-05,
      "loss": 0.0739,
      "step": 2500
    },
    {
      "epoch": 13.16,
      "eval_las": 81.9537683124442,
      "eval_loss": 1.6436030864715576,
      "eval_runtime": 7.3127,
      "eval_samples_per_second": 124.304,
      "eval_steps_per_second": 15.589,
      "eval_uas": 87.02668739045603,
      "step": 2500
    },
    {
      "epoch": 13.68,
      "learning_rate": 6.659328859060403e-05,
      "loss": 0.0676,
      "step": 2600
    },
    {
      "epoch": 14.21,
      "learning_rate": 6.605637583892618e-05,
      "loss": 0.0669,
      "step": 2700
    },
    {
      "epoch": 14.74,
      "learning_rate": 6.551946308724832e-05,
      "loss": 0.0645,
      "step": 2800
    },
    {
      "epoch": 15.26,
      "learning_rate": 6.498255033557047e-05,
      "loss": 0.0588,
      "step": 2900
    },
    {
      "epoch": 15.79,
      "learning_rate": 6.444563758389262e-05,
      "loss": 0.0564,
      "step": 3000
    },
    {
      "epoch": 15.79,
      "eval_las": 82.41013261020537,
      "eval_loss": 1.7569572925567627,
      "eval_runtime": 7.2931,
      "eval_samples_per_second": 124.639,
      "eval_steps_per_second": 15.631,
      "eval_uas": 87.33754423096002,
      "step": 3000
    },
    {
      "epoch": 16.32,
      "learning_rate": 6.390872483221477e-05,
      "loss": 0.0517,
      "step": 3100
    },
    {
      "epoch": 16.84,
      "learning_rate": 6.337181208053692e-05,
      "loss": 0.0542,
      "step": 3200
    },
    {
      "epoch": 17.37,
      "learning_rate": 6.283489932885907e-05,
      "loss": 0.0473,
      "step": 3300
    },
    {
      "epoch": 17.89,
      "learning_rate": 6.229798657718121e-05,
      "loss": 0.0494,
      "step": 3400
    },
    {
      "epoch": 18.42,
      "learning_rate": 6.176107382550336e-05,
      "loss": 0.0452,
      "step": 3500
    },
    {
      "epoch": 18.42,
      "eval_las": 81.9537683124442,
      "eval_loss": 1.7844057083129883,
      "eval_runtime": 7.3028,
      "eval_samples_per_second": 124.473,
      "eval_steps_per_second": 15.61,
      "eval_uas": 86.84149608121962,
      "step": 3500
    },
    {
      "epoch": 18.95,
      "learning_rate": 6.122416107382551e-05,
      "loss": 0.0473,
      "step": 3600
    },
    {
      "epoch": 19.47,
      "learning_rate": 6.068724832214766e-05,
      "loss": 0.0402,
      "step": 3700
    },
    {
      "epoch": 20.0,
      "learning_rate": 6.015033557046981e-05,
      "loss": 0.0426,
      "step": 3800
    },
    {
      "epoch": 20.53,
      "learning_rate": 5.9613422818791955e-05,
      "loss": 0.0375,
      "step": 3900
    },
    {
      "epoch": 21.05,
      "learning_rate": 5.90765100671141e-05,
      "loss": 0.0402,
      "step": 4000
    },
    {
      "epoch": 21.05,
      "eval_las": 82.2844670789378,
      "eval_loss": 1.867564082145691,
      "eval_runtime": 7.2792,
      "eval_samples_per_second": 124.877,
      "eval_steps_per_second": 15.661,
      "eval_uas": 87.14573894639372,
      "step": 4000
    },
    {
      "epoch": 21.58,
      "learning_rate": 5.853959731543625e-05,
      "loss": 0.037,
      "step": 4100
    },
    {
      "epoch": 22.11,
      "learning_rate": 5.80026845637584e-05,
      "loss": 0.0369,
      "step": 4200
    },
    {
      "epoch": 22.63,
      "learning_rate": 5.7465771812080534e-05,
      "loss": 0.0348,
      "step": 4300
    },
    {
      "epoch": 23.16,
      "learning_rate": 5.692885906040268e-05,
      "loss": 0.0359,
      "step": 4400
    },
    {
      "epoch": 23.68,
      "learning_rate": 5.639194630872483e-05,
      "loss": 0.0329,
      "step": 4500
    },
    {
      "epoch": 23.68,
      "eval_las": 82.05297794239227,
      "eval_loss": 1.9352997541427612,
      "eval_runtime": 7.2823,
      "eval_samples_per_second": 124.824,
      "eval_steps_per_second": 15.654,
      "eval_uas": 87.08952015608982,
      "step": 4500
    },
    {
      "epoch": 24.21,
      "learning_rate": 5.5855033557046986e-05,
      "loss": 0.0311,
      "step": 4600
    },
    {
      "epoch": 24.74,
      "learning_rate": 5.532348993288591e-05,
      "loss": 0.0309,
      "step": 4700
    },
    {
      "epoch": 25.26,
      "learning_rate": 5.478657718120806e-05,
      "loss": 0.0302,
      "step": 4800
    },
    {
      "epoch": 25.79,
      "learning_rate": 5.424966442953021e-05,
      "loss": 0.0281,
      "step": 4900
    },
    {
      "epoch": 26.32,
      "learning_rate": 5.371275167785236e-05,
      "loss": 0.0286,
      "step": 5000
    },
    {
      "epoch": 26.32,
      "eval_las": 82.0463639670624,
      "eval_loss": 1.9560511112213135,
      "eval_runtime": 7.3048,
      "eval_samples_per_second": 124.438,
      "eval_steps_per_second": 15.606,
      "eval_uas": 87.08952015608982,
      "step": 5000
    },
    {
      "epoch": 26.84,
      "learning_rate": 5.31758389261745e-05,
      "loss": 0.027,
      "step": 5100
    },
    {
      "epoch": 27.37,
      "learning_rate": 5.263892617449665e-05,
      "loss": 0.0265,
      "step": 5200
    },
    {
      "epoch": 27.89,
      "learning_rate": 5.2102013422818795e-05,
      "loss": 0.0268,
      "step": 5300
    },
    {
      "epoch": 28.42,
      "learning_rate": 5.1565100671140944e-05,
      "loss": 0.0251,
      "step": 5400
    },
    {
      "epoch": 28.95,
      "learning_rate": 5.102818791946309e-05,
      "loss": 0.0245,
      "step": 5500
    },
    {
      "epoch": 28.95,
      "eval_las": 82.21832732563908,
      "eval_loss": 2.1567718982696533,
      "eval_runtime": 7.2888,
      "eval_samples_per_second": 124.712,
      "eval_steps_per_second": 15.64,
      "eval_uas": 87.03660835345084,
      "step": 5500
    },
    {
      "epoch": 28.95,
      "step": 5500,
      "total_flos": 2.936455296878592e+16,
      "train_loss": 0.20698133672367441,
      "train_runtime": 3488.4911,
      "train_samples_per_second": 137.595,
      "train_steps_per_second": 4.3
    }
  ],
  "max_steps": 15000,
  "num_train_epochs": 79,
  "total_flos": 2.936455296878592e+16,
  "trial_name": null,
  "trial_params": null
}