uner_all / trainer_state.json
Shuheng Liu
Uploading model
d22837a
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"global_step": 61200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04,
"learning_rate": 2.9754901960784317e-05,
"loss": 0.2061,
"step": 500
},
{
"epoch": 0.08,
"learning_rate": 2.9509803921568626e-05,
"loss": 0.1319,
"step": 1000
},
{
"epoch": 0.12,
"learning_rate": 2.9264705882352942e-05,
"loss": 0.1099,
"step": 1500
},
{
"epoch": 0.16,
"learning_rate": 2.9019607843137255e-05,
"loss": 0.1096,
"step": 2000
},
{
"epoch": 0.2,
"learning_rate": 2.877450980392157e-05,
"loss": 0.1035,
"step": 2500
},
{
"epoch": 0.25,
"learning_rate": 2.8529411764705883e-05,
"loss": 0.1015,
"step": 3000
},
{
"epoch": 0.29,
"learning_rate": 2.8284313725490196e-05,
"loss": 0.0842,
"step": 3500
},
{
"epoch": 0.33,
"learning_rate": 2.8039215686274512e-05,
"loss": 0.0844,
"step": 4000
},
{
"epoch": 0.37,
"learning_rate": 2.7794117647058824e-05,
"loss": 0.0702,
"step": 4500
},
{
"epoch": 0.41,
"learning_rate": 2.7549019607843137e-05,
"loss": 0.0766,
"step": 5000
},
{
"epoch": 0.45,
"learning_rate": 2.730392156862745e-05,
"loss": 0.0811,
"step": 5500
},
{
"epoch": 0.49,
"learning_rate": 2.7058823529411766e-05,
"loss": 0.072,
"step": 6000
},
{
"epoch": 0.53,
"learning_rate": 2.6813725490196082e-05,
"loss": 0.0667,
"step": 6500
},
{
"epoch": 0.57,
"learning_rate": 2.656862745098039e-05,
"loss": 0.0753,
"step": 7000
},
{
"epoch": 0.61,
"learning_rate": 2.6323529411764707e-05,
"loss": 0.0689,
"step": 7500
},
{
"epoch": 0.65,
"learning_rate": 2.607843137254902e-05,
"loss": 0.0614,
"step": 8000
},
{
"epoch": 0.69,
"learning_rate": 2.5833333333333336e-05,
"loss": 0.0643,
"step": 8500
},
{
"epoch": 0.74,
"learning_rate": 2.5588235294117648e-05,
"loss": 0.0687,
"step": 9000
},
{
"epoch": 0.78,
"learning_rate": 2.534313725490196e-05,
"loss": 0.0674,
"step": 9500
},
{
"epoch": 0.82,
"learning_rate": 2.5098039215686277e-05,
"loss": 0.0588,
"step": 10000
},
{
"epoch": 0.86,
"learning_rate": 2.485294117647059e-05,
"loss": 0.0676,
"step": 10500
},
{
"epoch": 0.9,
"learning_rate": 2.4607843137254902e-05,
"loss": 0.0657,
"step": 11000
},
{
"epoch": 0.94,
"learning_rate": 2.4362745098039215e-05,
"loss": 0.0595,
"step": 11500
},
{
"epoch": 0.98,
"learning_rate": 2.411764705882353e-05,
"loss": 0.0641,
"step": 12000
},
{
"epoch": 1.02,
"learning_rate": 2.3872549019607843e-05,
"loss": 0.0573,
"step": 12500
},
{
"epoch": 1.06,
"learning_rate": 2.3627450980392156e-05,
"loss": 0.0446,
"step": 13000
},
{
"epoch": 1.1,
"learning_rate": 2.3382352941176472e-05,
"loss": 0.0403,
"step": 13500
},
{
"epoch": 1.14,
"learning_rate": 2.3137254901960785e-05,
"loss": 0.0389,
"step": 14000
},
{
"epoch": 1.18,
"learning_rate": 2.2892156862745097e-05,
"loss": 0.0438,
"step": 14500
},
{
"epoch": 1.23,
"learning_rate": 2.2647058823529413e-05,
"loss": 0.0439,
"step": 15000
},
{
"epoch": 1.27,
"learning_rate": 2.2401960784313726e-05,
"loss": 0.0495,
"step": 15500
},
{
"epoch": 1.31,
"learning_rate": 2.2156862745098042e-05,
"loss": 0.047,
"step": 16000
},
{
"epoch": 1.35,
"learning_rate": 2.191176470588235e-05,
"loss": 0.0501,
"step": 16500
},
{
"epoch": 1.39,
"learning_rate": 2.1666666666666667e-05,
"loss": 0.0517,
"step": 17000
},
{
"epoch": 1.43,
"learning_rate": 2.1421568627450983e-05,
"loss": 0.0452,
"step": 17500
},
{
"epoch": 1.47,
"learning_rate": 2.1176470588235296e-05,
"loss": 0.0459,
"step": 18000
},
{
"epoch": 1.51,
"learning_rate": 2.0931372549019608e-05,
"loss": 0.0451,
"step": 18500
},
{
"epoch": 1.55,
"learning_rate": 2.068627450980392e-05,
"loss": 0.0418,
"step": 19000
},
{
"epoch": 1.59,
"learning_rate": 2.0441176470588237e-05,
"loss": 0.0446,
"step": 19500
},
{
"epoch": 1.63,
"learning_rate": 2.019607843137255e-05,
"loss": 0.0478,
"step": 20000
},
{
"epoch": 1.67,
"learning_rate": 1.9950980392156862e-05,
"loss": 0.0387,
"step": 20500
},
{
"epoch": 1.72,
"learning_rate": 1.9705882352941178e-05,
"loss": 0.04,
"step": 21000
},
{
"epoch": 1.76,
"learning_rate": 1.946078431372549e-05,
"loss": 0.048,
"step": 21500
},
{
"epoch": 1.8,
"learning_rate": 1.9215686274509803e-05,
"loss": 0.0382,
"step": 22000
},
{
"epoch": 1.84,
"learning_rate": 1.8970588235294116e-05,
"loss": 0.0402,
"step": 22500
},
{
"epoch": 1.88,
"learning_rate": 1.8725490196078432e-05,
"loss": 0.0409,
"step": 23000
},
{
"epoch": 1.92,
"learning_rate": 1.8480392156862748e-05,
"loss": 0.0403,
"step": 23500
},
{
"epoch": 1.96,
"learning_rate": 1.8235294117647057e-05,
"loss": 0.0577,
"step": 24000
},
{
"epoch": 2.0,
"learning_rate": 1.7990196078431373e-05,
"loss": 0.0434,
"step": 24500
},
{
"epoch": 2.04,
"learning_rate": 1.7745098039215686e-05,
"loss": 0.0304,
"step": 25000
},
{
"epoch": 2.08,
"learning_rate": 1.7500000000000002e-05,
"loss": 0.0227,
"step": 25500
},
{
"epoch": 2.12,
"learning_rate": 1.7254901960784314e-05,
"loss": 0.0307,
"step": 26000
},
{
"epoch": 2.17,
"learning_rate": 1.7009803921568627e-05,
"loss": 0.0266,
"step": 26500
},
{
"epoch": 2.21,
"learning_rate": 1.6764705882352943e-05,
"loss": 0.0319,
"step": 27000
},
{
"epoch": 2.25,
"learning_rate": 1.6519607843137256e-05,
"loss": 0.0324,
"step": 27500
},
{
"epoch": 2.29,
"learning_rate": 1.627450980392157e-05,
"loss": 0.0256,
"step": 28000
},
{
"epoch": 2.33,
"learning_rate": 1.602941176470588e-05,
"loss": 0.0292,
"step": 28500
},
{
"epoch": 2.37,
"learning_rate": 1.5784313725490197e-05,
"loss": 0.0284,
"step": 29000
},
{
"epoch": 2.41,
"learning_rate": 1.5539215686274513e-05,
"loss": 0.0307,
"step": 29500
},
{
"epoch": 2.45,
"learning_rate": 1.5294117647058822e-05,
"loss": 0.0333,
"step": 30000
},
{
"epoch": 2.49,
"learning_rate": 1.5049019607843138e-05,
"loss": 0.0316,
"step": 30500
},
{
"epoch": 2.53,
"learning_rate": 1.4803921568627453e-05,
"loss": 0.0298,
"step": 31000
},
{
"epoch": 2.57,
"learning_rate": 1.4558823529411765e-05,
"loss": 0.0255,
"step": 31500
},
{
"epoch": 2.61,
"learning_rate": 1.431372549019608e-05,
"loss": 0.0274,
"step": 32000
},
{
"epoch": 2.66,
"learning_rate": 1.4068627450980392e-05,
"loss": 0.0268,
"step": 32500
},
{
"epoch": 2.7,
"learning_rate": 1.3823529411764705e-05,
"loss": 0.0263,
"step": 33000
},
{
"epoch": 2.74,
"learning_rate": 1.357843137254902e-05,
"loss": 0.0208,
"step": 33500
},
{
"epoch": 2.78,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.0272,
"step": 34000
},
{
"epoch": 2.82,
"learning_rate": 1.3088235294117648e-05,
"loss": 0.0245,
"step": 34500
},
{
"epoch": 2.86,
"learning_rate": 1.284313725490196e-05,
"loss": 0.0245,
"step": 35000
},
{
"epoch": 2.9,
"learning_rate": 1.2598039215686275e-05,
"loss": 0.0239,
"step": 35500
},
{
"epoch": 2.94,
"learning_rate": 1.2352941176470587e-05,
"loss": 0.0271,
"step": 36000
},
{
"epoch": 2.98,
"learning_rate": 1.2107843137254903e-05,
"loss": 0.0226,
"step": 36500
},
{
"epoch": 3.02,
"learning_rate": 1.1862745098039216e-05,
"loss": 0.0216,
"step": 37000
},
{
"epoch": 3.06,
"learning_rate": 1.161764705882353e-05,
"loss": 0.0157,
"step": 37500
},
{
"epoch": 3.1,
"learning_rate": 1.1372549019607843e-05,
"loss": 0.0137,
"step": 38000
},
{
"epoch": 3.15,
"learning_rate": 1.1127450980392157e-05,
"loss": 0.0122,
"step": 38500
},
{
"epoch": 3.19,
"learning_rate": 1.0882352941176471e-05,
"loss": 0.0153,
"step": 39000
},
{
"epoch": 3.23,
"learning_rate": 1.0637254901960786e-05,
"loss": 0.018,
"step": 39500
},
{
"epoch": 3.27,
"learning_rate": 1.0392156862745098e-05,
"loss": 0.018,
"step": 40000
},
{
"epoch": 3.31,
"learning_rate": 1.0147058823529413e-05,
"loss": 0.0169,
"step": 40500
},
{
"epoch": 3.35,
"learning_rate": 9.901960784313725e-06,
"loss": 0.0138,
"step": 41000
},
{
"epoch": 3.39,
"learning_rate": 9.65686274509804e-06,
"loss": 0.0171,
"step": 41500
},
{
"epoch": 3.43,
"learning_rate": 9.411764705882354e-06,
"loss": 0.0139,
"step": 42000
},
{
"epoch": 3.47,
"learning_rate": 9.166666666666668e-06,
"loss": 0.0123,
"step": 42500
},
{
"epoch": 3.51,
"learning_rate": 8.92156862745098e-06,
"loss": 0.0172,
"step": 43000
},
{
"epoch": 3.55,
"learning_rate": 8.676470588235295e-06,
"loss": 0.0168,
"step": 43500
},
{
"epoch": 3.59,
"learning_rate": 8.431372549019608e-06,
"loss": 0.0146,
"step": 44000
},
{
"epoch": 3.64,
"learning_rate": 8.18627450980392e-06,
"loss": 0.0155,
"step": 44500
},
{
"epoch": 3.68,
"learning_rate": 7.941176470588236e-06,
"loss": 0.0148,
"step": 45000
},
{
"epoch": 3.72,
"learning_rate": 7.696078431372549e-06,
"loss": 0.0187,
"step": 45500
},
{
"epoch": 3.76,
"learning_rate": 7.450980392156863e-06,
"loss": 0.0124,
"step": 46000
},
{
"epoch": 3.8,
"learning_rate": 7.205882352941177e-06,
"loss": 0.0119,
"step": 46500
},
{
"epoch": 3.84,
"learning_rate": 6.960784313725491e-06,
"loss": 0.0125,
"step": 47000
},
{
"epoch": 3.88,
"learning_rate": 6.7156862745098045e-06,
"loss": 0.0157,
"step": 47500
},
{
"epoch": 3.92,
"learning_rate": 6.470588235294118e-06,
"loss": 0.0149,
"step": 48000
},
{
"epoch": 3.96,
"learning_rate": 6.225490196078432e-06,
"loss": 0.0179,
"step": 48500
},
{
"epoch": 4.0,
"learning_rate": 5.980392156862746e-06,
"loss": 0.0142,
"step": 49000
},
{
"epoch": 4.04,
"learning_rate": 5.735294117647058e-06,
"loss": 0.0111,
"step": 49500
},
{
"epoch": 4.08,
"learning_rate": 5.490196078431373e-06,
"loss": 0.0056,
"step": 50000
},
{
"epoch": 4.13,
"learning_rate": 5.245098039215686e-06,
"loss": 0.0051,
"step": 50500
},
{
"epoch": 4.17,
"learning_rate": 4.9999999999999996e-06,
"loss": 0.0101,
"step": 51000
},
{
"epoch": 4.21,
"learning_rate": 4.754901960784314e-06,
"loss": 0.0069,
"step": 51500
},
{
"epoch": 4.25,
"learning_rate": 4.509803921568627e-06,
"loss": 0.0069,
"step": 52000
},
{
"epoch": 4.29,
"learning_rate": 4.264705882352941e-06,
"loss": 0.0091,
"step": 52500
},
{
"epoch": 4.33,
"learning_rate": 4.019607843137255e-06,
"loss": 0.0068,
"step": 53000
},
{
"epoch": 4.37,
"learning_rate": 3.7745098039215686e-06,
"loss": 0.0079,
"step": 53500
},
{
"epoch": 4.41,
"learning_rate": 3.5294117647058825e-06,
"loss": 0.0139,
"step": 54000
},
{
"epoch": 4.45,
"learning_rate": 3.2843137254901964e-06,
"loss": 0.0051,
"step": 54500
},
{
"epoch": 4.49,
"learning_rate": 3.03921568627451e-06,
"loss": 0.0104,
"step": 55000
},
{
"epoch": 4.53,
"learning_rate": 2.7941176470588237e-06,
"loss": 0.0068,
"step": 55500
},
{
"epoch": 4.58,
"learning_rate": 2.5490196078431376e-06,
"loss": 0.0102,
"step": 56000
},
{
"epoch": 4.62,
"learning_rate": 2.303921568627451e-06,
"loss": 0.0107,
"step": 56500
},
{
"epoch": 4.66,
"learning_rate": 2.058823529411765e-06,
"loss": 0.0093,
"step": 57000
},
{
"epoch": 4.7,
"learning_rate": 1.8137254901960784e-06,
"loss": 0.0059,
"step": 57500
},
{
"epoch": 4.74,
"learning_rate": 1.5686274509803923e-06,
"loss": 0.0077,
"step": 58000
},
{
"epoch": 4.78,
"learning_rate": 1.323529411764706e-06,
"loss": 0.0074,
"step": 58500
},
{
"epoch": 4.82,
"learning_rate": 1.0784313725490197e-06,
"loss": 0.0076,
"step": 59000
},
{
"epoch": 4.86,
"learning_rate": 8.333333333333333e-07,
"loss": 0.0062,
"step": 59500
},
{
"epoch": 4.9,
"learning_rate": 5.882352941176471e-07,
"loss": 0.0073,
"step": 60000
},
{
"epoch": 4.94,
"learning_rate": 3.431372549019608e-07,
"loss": 0.0088,
"step": 60500
},
{
"epoch": 4.98,
"learning_rate": 9.803921568627452e-08,
"loss": 0.0053,
"step": 61000
},
{
"epoch": 5.0,
"step": 61200,
"total_flos": 2.401553971865549e+16,
"train_loss": 0.0358083400544193,
"train_runtime": 10226.935,
"train_samples_per_second": 23.937,
"train_steps_per_second": 5.984
}
],
"max_steps": 61200,
"num_train_epochs": 5,
"total_flos": 2.401553971865549e+16,
"trial_name": null,
"trial_params": null
}