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@analyticsindiamagazine
Created December 3, 2019 09:24
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self.args = {
"output_dir": "outputs/",
"cache_dir": "cache_dir/",
"fp16": True,
"fp16_opt_level": "O1",
"max_seq_length": 128,
"train_batch_size": 8,
"gradient_accumulation_steps": 1,
"eval_batch_size": 8,
"num_train_epochs": 1,
"weight_decay": 0,
"learning_rate": 4e-5,
"adam_epsilon": 1e-8,
"warmup_ratio": 0.06,
"warmup_steps": 0,
"max_grad_norm": 1.0,
"logging_steps": 50,
"save_steps": 2000,
"overwrite_output_dir": False,
"reprocess_input_data": False,
"evaluate_during_training": False,
"process_count": cpu_count() - 2 if cpu_count() > 2 else 1,
"n_gpu": 1,
}
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