初始化项目,由ModelHub XC社区提供模型
Model: alvanlii/wav2vec2-BERT-cantonese Source: Original Platform
This commit is contained in:
341
trainer_state.json
Normal file
341
trainer_state.json
Normal file
@@ -0,0 +1,341 @@
|
||||
{
|
||||
"best_metric": null,
|
||||
"best_model_checkpoint": null,
|
||||
"epoch": 0.8165192041489382,
|
||||
"eval_steps": 300,
|
||||
"global_step": 6000,
|
||||
"is_hyper_param_search": false,
|
||||
"is_local_process_zero": true,
|
||||
"is_world_process_zero": true,
|
||||
"log_history": [
|
||||
{
|
||||
"epoch": 0.04,
|
||||
"grad_norm": 21.039730072021484,
|
||||
"learning_rate": 7.4e-06,
|
||||
"loss": 2.2676,
|
||||
"step": 300
|
||||
},
|
||||
{
|
||||
"epoch": 0.04,
|
||||
"eval_cer": 0.2868164937892176,
|
||||
"eval_loss": 0.6633031964302063,
|
||||
"eval_runtime": 320.6214,
|
||||
"eval_samples_per_second": 8.05,
|
||||
"eval_steps_per_second": 8.05,
|
||||
"step": 300
|
||||
},
|
||||
{
|
||||
"epoch": 0.08,
|
||||
"grad_norm": 9.525612831115723,
|
||||
"learning_rate": 1.49e-05,
|
||||
"loss": 1.8817,
|
||||
"step": 600
|
||||
},
|
||||
{
|
||||
"epoch": 0.08,
|
||||
"eval_cer": 0.2927711614803432,
|
||||
"eval_loss": 0.6335302591323853,
|
||||
"eval_runtime": 119.6817,
|
||||
"eval_samples_per_second": 21.566,
|
||||
"eval_steps_per_second": 21.566,
|
||||
"step": 600
|
||||
},
|
||||
{
|
||||
"epoch": 0.12,
|
||||
"grad_norm": 7.7516608238220215,
|
||||
"learning_rate": 2.2400000000000002e-05,
|
||||
"loss": 1.7845,
|
||||
"step": 900
|
||||
},
|
||||
{
|
||||
"epoch": 0.12,
|
||||
"eval_cer": 0.2928031758227686,
|
||||
"eval_loss": 0.5966914296150208,
|
||||
"eval_runtime": 123.0968,
|
||||
"eval_samples_per_second": 20.967,
|
||||
"eval_steps_per_second": 20.967,
|
||||
"step": 900
|
||||
},
|
||||
{
|
||||
"epoch": 0.16,
|
||||
"grad_norm": 4.020584583282471,
|
||||
"learning_rate": 2.9875000000000004e-05,
|
||||
"loss": 1.7503,
|
||||
"step": 1200
|
||||
},
|
||||
{
|
||||
"epoch": 0.16,
|
||||
"eval_cer": 0.29213087463183507,
|
||||
"eval_loss": 0.5989494919776917,
|
||||
"eval_runtime": 125.3567,
|
||||
"eval_samples_per_second": 20.589,
|
||||
"eval_steps_per_second": 20.589,
|
||||
"step": 1200
|
||||
},
|
||||
{
|
||||
"epoch": 0.2,
|
||||
"grad_norm": 3.7881321907043457,
|
||||
"learning_rate": 3.737500000000001e-05,
|
||||
"loss": 1.7549,
|
||||
"step": 1500
|
||||
},
|
||||
{
|
||||
"epoch": 0.2,
|
||||
"eval_cer": 0.29901395825329746,
|
||||
"eval_loss": 0.6132485866546631,
|
||||
"eval_runtime": 132.3811,
|
||||
"eval_samples_per_second": 19.497,
|
||||
"eval_steps_per_second": 19.497,
|
||||
"step": 1500
|
||||
},
|
||||
{
|
||||
"epoch": 0.24,
|
||||
"grad_norm": 3.710826873779297,
|
||||
"learning_rate": 4.4875e-05,
|
||||
"loss": 1.7214,
|
||||
"step": 1800
|
||||
},
|
||||
{
|
||||
"epoch": 0.24,
|
||||
"eval_cer": 0.29782942758355746,
|
||||
"eval_loss": 0.6118220686912537,
|
||||
"eval_runtime": 130.5327,
|
||||
"eval_samples_per_second": 19.773,
|
||||
"eval_steps_per_second": 19.773,
|
||||
"step": 1800
|
||||
},
|
||||
{
|
||||
"epoch": 0.29,
|
||||
"grad_norm": 4.127965927124023,
|
||||
"learning_rate": 4.911181750186986e-05,
|
||||
"loss": 1.6742,
|
||||
"step": 2100
|
||||
},
|
||||
{
|
||||
"epoch": 0.29,
|
||||
"eval_cer": 0.2963567678319887,
|
||||
"eval_loss": 0.6121346354484558,
|
||||
"eval_runtime": 131.7081,
|
||||
"eval_samples_per_second": 19.596,
|
||||
"eval_steps_per_second": 19.596,
|
||||
"step": 2100
|
||||
},
|
||||
{
|
||||
"epoch": 0.33,
|
||||
"grad_norm": 2.801788091659546,
|
||||
"learning_rate": 4.630703066566941e-05,
|
||||
"loss": 1.6562,
|
||||
"step": 2400
|
||||
},
|
||||
{
|
||||
"epoch": 0.33,
|
||||
"eval_cer": 0.3039761813292355,
|
||||
"eval_loss": 0.6422853469848633,
|
||||
"eval_runtime": 132.5985,
|
||||
"eval_samples_per_second": 19.465,
|
||||
"eval_steps_per_second": 19.465,
|
||||
"step": 2400
|
||||
},
|
||||
{
|
||||
"epoch": 0.37,
|
||||
"grad_norm": 5.572460174560547,
|
||||
"learning_rate": 4.350224382946896e-05,
|
||||
"loss": 1.6373,
|
||||
"step": 2700
|
||||
},
|
||||
{
|
||||
"epoch": 0.37,
|
||||
"eval_cer": 0.2989499295684467,
|
||||
"eval_loss": 0.639430046081543,
|
||||
"eval_runtime": 133.5523,
|
||||
"eval_samples_per_second": 19.326,
|
||||
"eval_steps_per_second": 19.326,
|
||||
"step": 2700
|
||||
},
|
||||
{
|
||||
"epoch": 0.41,
|
||||
"grad_norm": 4.840504169464111,
|
||||
"learning_rate": 4.069745699326851e-05,
|
||||
"loss": 1.5944,
|
||||
"step": 3000
|
||||
},
|
||||
{
|
||||
"epoch": 0.41,
|
||||
"eval_cer": 0.2967089255986682,
|
||||
"eval_loss": 0.6272587776184082,
|
||||
"eval_runtime": 134.0186,
|
||||
"eval_samples_per_second": 19.259,
|
||||
"eval_steps_per_second": 19.259,
|
||||
"step": 3000
|
||||
},
|
||||
{
|
||||
"epoch": 0.45,
|
||||
"grad_norm": 2.972968816757202,
|
||||
"learning_rate": 3.7892670157068066e-05,
|
||||
"loss": 1.5654,
|
||||
"step": 3300
|
||||
},
|
||||
{
|
||||
"epoch": 0.45,
|
||||
"eval_cer": 0.2903700857984377,
|
||||
"eval_loss": 0.5716381669044495,
|
||||
"eval_runtime": 134.8224,
|
||||
"eval_samples_per_second": 19.144,
|
||||
"eval_steps_per_second": 19.144,
|
||||
"step": 3300
|
||||
},
|
||||
{
|
||||
"epoch": 0.49,
|
||||
"grad_norm": 2.683291435241699,
|
||||
"learning_rate": 3.5087883320867614e-05,
|
||||
"loss": 1.5333,
|
||||
"step": 3600
|
||||
},
|
||||
{
|
||||
"epoch": 0.49,
|
||||
"eval_cer": 0.29011397105903447,
|
||||
"eval_loss": 0.573725163936615,
|
||||
"eval_runtime": 134.5796,
|
||||
"eval_samples_per_second": 19.178,
|
||||
"eval_steps_per_second": 19.178,
|
||||
"step": 3600
|
||||
},
|
||||
{
|
||||
"epoch": 0.53,
|
||||
"grad_norm": 8.39251708984375,
|
||||
"learning_rate": 3.228309648466717e-05,
|
||||
"loss": 1.5252,
|
||||
"step": 3900
|
||||
},
|
||||
{
|
||||
"epoch": 0.53,
|
||||
"eval_cer": 0.29501216545012166,
|
||||
"eval_loss": 0.5687663555145264,
|
||||
"eval_runtime": 135.3645,
|
||||
"eval_samples_per_second": 19.067,
|
||||
"eval_steps_per_second": 19.067,
|
||||
"step": 3900
|
||||
},
|
||||
{
|
||||
"epoch": 0.57,
|
||||
"grad_norm": 2.761993169784546,
|
||||
"learning_rate": 2.9478309648466717e-05,
|
||||
"loss": 1.5017,
|
||||
"step": 4200
|
||||
},
|
||||
{
|
||||
"epoch": 0.57,
|
||||
"eval_cer": 0.2957164809834806,
|
||||
"eval_loss": 0.5565311312675476,
|
||||
"eval_runtime": 135.2285,
|
||||
"eval_samples_per_second": 19.086,
|
||||
"eval_steps_per_second": 19.086,
|
||||
"step": 4200
|
||||
},
|
||||
{
|
||||
"epoch": 0.61,
|
||||
"grad_norm": 23.93025016784668,
|
||||
"learning_rate": 2.667352281226627e-05,
|
||||
"loss": 1.4707,
|
||||
"step": 4500
|
||||
},
|
||||
{
|
||||
"epoch": 0.61,
|
||||
"eval_cer": 0.28828915354078627,
|
||||
"eval_loss": 0.5579658150672913,
|
||||
"eval_runtime": 135.1123,
|
||||
"eval_samples_per_second": 19.103,
|
||||
"eval_steps_per_second": 19.103,
|
||||
"step": 4500
|
||||
},
|
||||
{
|
||||
"epoch": 0.65,
|
||||
"grad_norm": 1.7994115352630615,
|
||||
"learning_rate": 2.386873597606582e-05,
|
||||
"loss": 1.4578,
|
||||
"step": 4800
|
||||
},
|
||||
{
|
||||
"epoch": 0.65,
|
||||
"eval_cer": 0.2855359200922013,
|
||||
"eval_loss": 0.5352594256401062,
|
||||
"eval_runtime": 135.7058,
|
||||
"eval_samples_per_second": 19.019,
|
||||
"eval_steps_per_second": 19.019,
|
||||
"step": 4800
|
||||
},
|
||||
{
|
||||
"epoch": 0.69,
|
||||
"grad_norm": 1.9403347969055176,
|
||||
"learning_rate": 2.1073298429319373e-05,
|
||||
"loss": 1.4236,
|
||||
"step": 5100
|
||||
},
|
||||
{
|
||||
"epoch": 0.69,
|
||||
"eval_cer": 0.28758483800742735,
|
||||
"eval_loss": 0.5495265126228333,
|
||||
"eval_runtime": 136.3492,
|
||||
"eval_samples_per_second": 18.929,
|
||||
"eval_steps_per_second": 18.929,
|
||||
"step": 5100
|
||||
},
|
||||
{
|
||||
"epoch": 0.73,
|
||||
"grad_norm": 3.021031379699707,
|
||||
"learning_rate": 1.8268511593118924e-05,
|
||||
"loss": 1.3954,
|
||||
"step": 5400
|
||||
},
|
||||
{
|
||||
"epoch": 0.73,
|
||||
"eval_cer": 0.2876808810347036,
|
||||
"eval_loss": 0.5390140414237976,
|
||||
"eval_runtime": 138.4653,
|
||||
"eval_samples_per_second": 18.64,
|
||||
"eval_steps_per_second": 18.64,
|
||||
"step": 5400
|
||||
},
|
||||
{
|
||||
"epoch": 0.78,
|
||||
"grad_norm": 9.61117172241211,
|
||||
"learning_rate": 1.5463724756918475e-05,
|
||||
"loss": 1.3947,
|
||||
"step": 5700
|
||||
},
|
||||
{
|
||||
"epoch": 0.78,
|
||||
"eval_cer": 0.28633627865283645,
|
||||
"eval_loss": 0.5187196731567383,
|
||||
"eval_runtime": 136.0715,
|
||||
"eval_samples_per_second": 18.968,
|
||||
"eval_steps_per_second": 18.968,
|
||||
"step": 5700
|
||||
},
|
||||
{
|
||||
"epoch": 0.82,
|
||||
"grad_norm": 2.387241840362549,
|
||||
"learning_rate": 1.2658937920718025e-05,
|
||||
"loss": 1.3678,
|
||||
"step": 6000
|
||||
},
|
||||
{
|
||||
"epoch": 0.82,
|
||||
"eval_cer": 0.27993341016775514,
|
||||
"eval_loss": 0.5071456432342529,
|
||||
"eval_runtime": 136.2594,
|
||||
"eval_samples_per_second": 18.942,
|
||||
"eval_steps_per_second": 18.942,
|
||||
"step": 6000
|
||||
}
|
||||
],
|
||||
"logging_steps": 300,
|
||||
"max_steps": 7348,
|
||||
"num_input_tokens_seen": 0,
|
||||
"num_train_epochs": 1,
|
||||
"save_steps": 600,
|
||||
"total_flos": 1.8710735171848015e+20,
|
||||
"train_batch_size": 1,
|
||||
"trial_name": null,
|
||||
"trial_params": null
|
||||
}
|
||||
Reference in New Issue
Block a user