[Gen] Remove commented code
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@ -97,7 +97,6 @@ def decode(input_ids, model, max_length, top_k=1, top_p=0.0, temperature=1.0,
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if cg:
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assert fused_ft_kernel
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run, cg_cache = capture_cg(model, inference_params, batch_size, seqlen_og, max_length)
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# with profile(activities=[ProfilerActivity.CPU, ProfilerActivity.CUDA], record_shapes=True) as prof:
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if timing:
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start = time.time()
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while True:
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@ -117,8 +116,6 @@ def decode(input_ids, model, max_length, top_k=1, top_p=0.0, temperature=1.0,
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break
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if timing:
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print(f'Decoding time: {time.time() - start}')
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# print(prof.key_averages().table(sort_by="cuda_time_total", row_limit=50))
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# prof.export_chrome_trace("gpt2s_generation.json")
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output_cls = GreedySearchDecoderOnlyOutput if top_k == 1 else SampleDecoderOnlyOutput
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return output_cls(
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sequences=torch.cat([input_ids, torch.stack(sequences, dim=1)], dim=1),
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