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ac863a01d6
* add benchmark * merge common func * add total and avg tflops Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
13 lines
419 B
Python
13 lines
419 B
Python
import torch
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# Randomly Generated Data
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def get_data(batch_size, seq_len, vocab_size):
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input_ids = torch.randint(0, vocab_size, (batch_size, seq_len), device=torch.cuda.current_device())
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attention_mask = torch.ones_like(input_ids)
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return input_ids, attention_mask
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def get_tflops(model_numel, batch_size, seq_len, step_time):
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return model_numel * batch_size * seq_len * 8 / 1e12 / (step_time + 1e-12)
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