dalio-handwritten-io-1.3b / trainer_state.json
AlekseyKorshuk's picture
End of training
77278cc
raw
history blame
No virus
11.1 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"global_step": 30,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1,
"learning_rate": 3e-05,
"loss": 2.9219,
"step": 1
},
{
"epoch": 0.1,
"eval_accuracy": 0.05291319857312723,
"eval_loss": 2.6484375,
"eval_runtime": 1.1592,
"eval_samples_per_second": 25.016,
"eval_steps_per_second": 1.725,
"step": 1
},
{
"epoch": 0.2,
"learning_rate": 3e-05,
"loss": 2.6938,
"step": 2
},
{
"epoch": 0.2,
"eval_accuracy": 0.05291319857312723,
"eval_loss": 2.6484375,
"eval_runtime": 1.6595,
"eval_samples_per_second": 17.475,
"eval_steps_per_second": 1.205,
"step": 2
},
{
"epoch": 0.3,
"learning_rate": 2.99178284305241e-05,
"loss": 2.6365,
"step": 3
},
{
"epoch": 0.3,
"eval_accuracy": 0.05601796802748051,
"eval_loss": 2.55078125,
"eval_runtime": 1.2012,
"eval_samples_per_second": 24.142,
"eval_steps_per_second": 1.665,
"step": 3
},
{
"epoch": 0.4,
"learning_rate": 2.9672214011007087e-05,
"loss": 2.5088,
"step": 4
},
{
"epoch": 0.4,
"eval_accuracy": 0.05615008587660193,
"eval_loss": 2.533203125,
"eval_runtime": 0.9032,
"eval_samples_per_second": 32.109,
"eval_steps_per_second": 2.214,
"step": 4
},
{
"epoch": 0.5,
"learning_rate": 2.9265847744427305e-05,
"loss": 2.7307,
"step": 5
},
{
"epoch": 0.5,
"eval_accuracy": 0.05654643942396618,
"eval_loss": 2.517578125,
"eval_runtime": 1.6122,
"eval_samples_per_second": 17.988,
"eval_steps_per_second": 1.241,
"step": 5
},
{
"epoch": 0.6,
"learning_rate": 2.8703181864639013e-05,
"loss": 2.969,
"step": 6
},
{
"epoch": 0.6,
"eval_accuracy": 0.05714096974501255,
"eval_loss": 2.494140625,
"eval_runtime": 1.5031,
"eval_samples_per_second": 19.294,
"eval_steps_per_second": 1.331,
"step": 6
},
{
"epoch": 0.7,
"learning_rate": 2.7990381056766583e-05,
"loss": 2.7283,
"step": 7
},
{
"epoch": 0.7,
"eval_accuracy": 0.056744616197648305,
"eval_loss": 2.48828125,
"eval_runtime": 0.999,
"eval_samples_per_second": 29.03,
"eval_steps_per_second": 2.002,
"step": 7
},
{
"epoch": 0.8,
"learning_rate": 2.7135254915624213e-05,
"loss": 2.6157,
"step": 8
},
{
"epoch": 0.8,
"eval_accuracy": 0.05780155899061963,
"eval_loss": 2.4765625,
"eval_runtime": 0.9999,
"eval_samples_per_second": 29.003,
"eval_steps_per_second": 2.0,
"step": 8
},
{
"epoch": 0.9,
"learning_rate": 2.6147172382160913e-05,
"loss": 2.6406,
"step": 9
},
{
"epoch": 0.9,
"eval_accuracy": 0.0583300303871053,
"eval_loss": 2.458984375,
"eval_runtime": 1.206,
"eval_samples_per_second": 24.046,
"eval_steps_per_second": 1.658,
"step": 9
},
{
"epoch": 1.0,
"learning_rate": 2.5036959095382875e-05,
"loss": 2.5701,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.05872638393446954,
"eval_loss": 2.4375,
"eval_runtime": 1.0035,
"eval_samples_per_second": 28.898,
"eval_steps_per_second": 1.993,
"step": 10
},
{
"epoch": 1.1,
"learning_rate": 2.3816778784387097e-05,
"loss": 2.2017,
"step": 11
},
{
"epoch": 1.1,
"eval_accuracy": 0.05866032500990884,
"eval_loss": 2.423828125,
"eval_runtime": 1.1973,
"eval_samples_per_second": 24.222,
"eval_steps_per_second": 1.67,
"step": 11
},
{
"epoch": 1.2,
"learning_rate": 2.25e-05,
"loss": 2.0039,
"step": 12
},
{
"epoch": 1.2,
"eval_accuracy": 0.05859426608534813,
"eval_loss": 2.421875,
"eval_runtime": 1.009,
"eval_samples_per_second": 28.742,
"eval_steps_per_second": 1.982,
"step": 12
},
{
"epoch": 1.3,
"learning_rate": 2.1101049646137008e-05,
"loss": 1.8981,
"step": 13
},
{
"epoch": 1.3,
"eval_accuracy": 0.058858501783590964,
"eval_loss": 2.416015625,
"eval_runtime": 1.2002,
"eval_samples_per_second": 24.163,
"eval_steps_per_second": 1.666,
"step": 13
},
{
"epoch": 1.4,
"learning_rate": 1.963525491562421e-05,
"loss": 1.7683,
"step": 14
},
{
"epoch": 1.4,
"eval_accuracy": 0.059453032104637336,
"eval_loss": 2.416015625,
"eval_runtime": 1.0984,
"eval_samples_per_second": 26.402,
"eval_steps_per_second": 1.821,
"step": 14
},
{
"epoch": 1.5,
"learning_rate": 1.8118675362266388e-05,
"loss": 1.6746,
"step": 15
},
{
"epoch": 1.5,
"eval_accuracy": 0.059981503501123,
"eval_loss": 2.412109375,
"eval_runtime": 0.8904,
"eval_samples_per_second": 32.57,
"eval_steps_per_second": 2.246,
"step": 15
},
{
"epoch": 1.6,
"learning_rate": 1.6567926949014805e-05,
"loss": 1.8051,
"step": 16
},
{
"epoch": 1.6,
"eval_accuracy": 0.06004756242568371,
"eval_loss": 2.41015625,
"eval_runtime": 1.1118,
"eval_samples_per_second": 26.085,
"eval_steps_per_second": 1.799,
"step": 16
},
{
"epoch": 1.7,
"learning_rate": 1.5e-05,
"loss": 2.0457,
"step": 17
},
{
"epoch": 1.7,
"eval_accuracy": 0.06017968027480513,
"eval_loss": 2.404296875,
"eval_runtime": 1.1017,
"eval_samples_per_second": 26.322,
"eval_steps_per_second": 1.815,
"step": 17
},
{
"epoch": 1.8,
"learning_rate": 1.3432073050985201e-05,
"loss": 1.8257,
"step": 18
},
{
"epoch": 1.8,
"eval_accuracy": 0.060576033822169376,
"eval_loss": 2.400390625,
"eval_runtime": 1.5124,
"eval_samples_per_second": 19.175,
"eval_steps_per_second": 1.322,
"step": 18
},
{
"epoch": 1.9,
"learning_rate": 1.1881324637733613e-05,
"loss": 1.744,
"step": 19
},
{
"epoch": 1.9,
"eval_accuracy": 0.06070815167129079,
"eval_loss": 2.388671875,
"eval_runtime": 0.9026,
"eval_samples_per_second": 32.129,
"eval_steps_per_second": 2.216,
"step": 19
},
{
"epoch": 2.0,
"learning_rate": 1.1881324637733613e-05,
"loss": 1.8232,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.06070815167129079,
"eval_loss": 2.388671875,
"eval_runtime": 1.3479,
"eval_samples_per_second": 21.515,
"eval_steps_per_second": 1.484,
"step": 20
},
{
"epoch": 2.1,
"learning_rate": 1.036474508437579e-05,
"loss": 1.4741,
"step": 21
},
{
"epoch": 2.1,
"eval_accuracy": 0.06097238736953362,
"eval_loss": 2.3828125,
"eval_runtime": 1.1016,
"eval_samples_per_second": 26.326,
"eval_steps_per_second": 1.816,
"step": 21
},
{
"epoch": 2.2,
"learning_rate": 8.898950353863e-06,
"loss": 1.651,
"step": 22
},
{
"epoch": 2.2,
"eval_accuracy": 0.06084026952041221,
"eval_loss": 2.376953125,
"eval_runtime": 1.0964,
"eval_samples_per_second": 26.45,
"eval_steps_per_second": 1.824,
"step": 22
},
{
"epoch": 2.3,
"learning_rate": 7.500000000000004e-06,
"loss": 1.3732,
"step": 23
},
{
"epoch": 2.3,
"eval_accuracy": 0.06097238736953362,
"eval_loss": 2.373046875,
"eval_runtime": 1.1007,
"eval_samples_per_second": 26.348,
"eval_steps_per_second": 1.817,
"step": 23
},
{
"epoch": 2.4,
"learning_rate": 6.1832212156129045e-06,
"loss": 1.3151,
"step": 24
},
{
"epoch": 2.4,
"eval_accuracy": 0.061038446294094335,
"eval_loss": 2.373046875,
"eval_runtime": 1.0081,
"eval_samples_per_second": 28.767,
"eval_steps_per_second": 1.984,
"step": 24
},
{
"epoch": 2.5,
"learning_rate": 4.963040904617131e-06,
"loss": 1.5302,
"step": 25
},
{
"epoch": 2.5,
"eval_accuracy": 0.061038446294094335,
"eval_loss": 2.373046875,
"eval_runtime": 1.2116,
"eval_samples_per_second": 23.936,
"eval_steps_per_second": 1.651,
"step": 25
},
{
"epoch": 2.6,
"learning_rate": 3.852827617839085e-06,
"loss": 1.2539,
"step": 26
},
{
"epoch": 2.6,
"eval_accuracy": 0.06117056414321575,
"eval_loss": 2.375,
"eval_runtime": 1.4027,
"eval_samples_per_second": 20.674,
"eval_steps_per_second": 1.426,
"step": 26
},
{
"epoch": 2.7,
"learning_rate": 2.86474508437579e-06,
"loss": 1.6211,
"step": 27
},
{
"epoch": 2.7,
"eval_accuracy": 0.061236623067776455,
"eval_loss": 2.376953125,
"eval_runtime": 0.9053,
"eval_samples_per_second": 32.035,
"eval_steps_per_second": 2.209,
"step": 27
},
{
"epoch": 2.8,
"learning_rate": 2.0096189432334194e-06,
"loss": 1.6047,
"step": 28
},
{
"epoch": 2.8,
"eval_accuracy": 0.06130268199233716,
"eval_loss": 2.376953125,
"eval_runtime": 1.0962,
"eval_samples_per_second": 26.456,
"eval_steps_per_second": 1.825,
"step": 28
},
{
"epoch": 2.9,
"learning_rate": 1.2968181353609854e-06,
"loss": 1.1953,
"step": 29
},
{
"epoch": 2.9,
"eval_accuracy": 0.06143479984145858,
"eval_loss": 2.37890625,
"eval_runtime": 1.52,
"eval_samples_per_second": 19.079,
"eval_steps_per_second": 1.316,
"step": 29
},
{
"epoch": 3.0,
"learning_rate": 7.341522555726971e-07,
"loss": 1.1621,
"step": 30
},
{
"epoch": 3.0,
"eval_accuracy": 0.06143479984145858,
"eval_loss": 2.37890625,
"eval_runtime": 1.3108,
"eval_samples_per_second": 22.124,
"eval_steps_per_second": 1.526,
"step": 30
},
{
"epoch": 3.0,
"step": 30,
"total_flos": 1466265894912.0,
"train_loss": 1.999542236328125,
"train_runtime": 244.9371,
"train_samples_per_second": 1.911,
"train_steps_per_second": 0.122
}
],
"max_steps": 30,
"num_train_epochs": 3,
"total_flos": 1466265894912.0,
"trial_name": null,
"trial_params": null
}