adamjweintraut's picture
Training in progress, step 6000, checkpoint
02a9754 verified
{
"best_metric": 2.9007203578948975,
"best_model_checkpoint": "/content/drive/MyDrive/W210 Capstone - Lyric Generation with Melody/loaf/models/lyrlen/bart/bart-finetuned-lyrlen-128-special_tokens/checkpoint-2000",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 6000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.33,
"grad_norm": 2.8254361152648926,
"learning_rate": 4.5833333333333334e-05,
"loss": 3.2828,
"step": 500
},
{
"epoch": 0.33,
"eval_loss": 3.0014798641204834,
"eval_runtime": 133.6176,
"eval_samples_per_second": 22.452,
"eval_steps_per_second": 1.407,
"step": 500
},
{
"epoch": 0.67,
"grad_norm": 2.1916661262512207,
"learning_rate": 4.166666666666667e-05,
"loss": 3.0513,
"step": 1000
},
{
"epoch": 0.67,
"eval_loss": 2.9360573291778564,
"eval_runtime": 134.0182,
"eval_samples_per_second": 22.385,
"eval_steps_per_second": 1.403,
"step": 1000
},
{
"epoch": 1.0,
"grad_norm": 2.2003419399261475,
"learning_rate": 3.7500000000000003e-05,
"loss": 2.9573,
"step": 1500
},
{
"epoch": 1.0,
"eval_loss": 2.911083459854126,
"eval_runtime": 135.0831,
"eval_samples_per_second": 22.209,
"eval_steps_per_second": 1.392,
"step": 1500
},
{
"epoch": 1.33,
"grad_norm": 2.2140896320343018,
"learning_rate": 3.3333333333333335e-05,
"loss": 2.8841,
"step": 2000
},
{
"epoch": 1.33,
"eval_loss": 2.9007203578948975,
"eval_runtime": 133.4383,
"eval_samples_per_second": 22.482,
"eval_steps_per_second": 1.409,
"step": 2000
},
{
"epoch": 1.67,
"grad_norm": 2.1458683013916016,
"learning_rate": 2.916666666666667e-05,
"loss": 2.8352,
"step": 2500
},
{
"epoch": 1.67,
"eval_loss": 2.9764463901519775,
"eval_runtime": 128.7719,
"eval_samples_per_second": 23.297,
"eval_steps_per_second": 1.46,
"step": 2500
},
{
"epoch": 2.0,
"grad_norm": 2.3623976707458496,
"learning_rate": 2.5e-05,
"loss": 2.7897,
"step": 3000
},
{
"epoch": 2.0,
"eval_loss": 2.9605724811553955,
"eval_runtime": 129.2199,
"eval_samples_per_second": 23.216,
"eval_steps_per_second": 1.455,
"step": 3000
},
{
"epoch": 2.33,
"grad_norm": 2.2417197227478027,
"learning_rate": 2.0833333333333336e-05,
"loss": 2.7511,
"step": 3500
},
{
"epoch": 2.33,
"eval_loss": 2.9489927291870117,
"eval_runtime": 128.5445,
"eval_samples_per_second": 23.338,
"eval_steps_per_second": 1.463,
"step": 3500
},
{
"epoch": 2.67,
"grad_norm": 1.9677695035934448,
"learning_rate": 1.6666666666666667e-05,
"loss": 2.7284,
"step": 4000
},
{
"epoch": 2.67,
"eval_loss": 2.945847749710083,
"eval_runtime": 129.0136,
"eval_samples_per_second": 23.253,
"eval_steps_per_second": 1.457,
"step": 4000
},
{
"epoch": 3.0,
"grad_norm": 3.6409881114959717,
"learning_rate": 1.25e-05,
"loss": 2.7167,
"step": 4500
},
{
"epoch": 3.0,
"eval_loss": 2.9470016956329346,
"eval_runtime": 129.7931,
"eval_samples_per_second": 23.114,
"eval_steps_per_second": 1.448,
"step": 4500
},
{
"epoch": 3.33,
"grad_norm": 2.425532341003418,
"learning_rate": 8.333333333333334e-06,
"loss": 2.7226,
"step": 5000
},
{
"epoch": 3.33,
"eval_loss": 2.941845178604126,
"eval_runtime": 133.0721,
"eval_samples_per_second": 22.544,
"eval_steps_per_second": 1.413,
"step": 5000
},
{
"epoch": 3.67,
"grad_norm": 1.9772043228149414,
"learning_rate": 4.166666666666667e-06,
"loss": 2.6823,
"step": 5500
},
{
"epoch": 3.67,
"eval_loss": 2.931675672531128,
"eval_runtime": 130.4418,
"eval_samples_per_second": 22.999,
"eval_steps_per_second": 1.441,
"step": 5500
},
{
"epoch": 4.0,
"grad_norm": 2.1570191383361816,
"learning_rate": 0.0,
"loss": 2.6445,
"step": 6000
},
{
"epoch": 4.0,
"eval_loss": 2.9388811588287354,
"eval_runtime": 131.227,
"eval_samples_per_second": 22.861,
"eval_steps_per_second": 1.433,
"step": 6000
}
],
"logging_steps": 500,
"max_steps": 6000,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 2.6005255225344e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}