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72 | 72 | "source": [
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73 | 73 | "from transformers import TensorFlowBenchmark, TensorFlowBenchmarkArguments\n",
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74 | 74 | "\n",
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75 |
| - "args = TensorFlowBenchmarkArguments(models=[\"bert-base-uncased\"], batch_sizes=[8], sequence_lengths=[8, 32, 128, 512])\n", |
| 75 | + "args = TensorFlowBenchmarkArguments(\n", |
| 76 | + " models=[\"bert-base-uncased\"], batch_sizes=[8], sequence_lengths=[8, 32, 128, 512]\n", |
| 77 | + ")\n", |
76 | 78 | "benchmark = TensorFlowBenchmark(args)"
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77 | 79 | ]
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78 | 80 | },
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322 | 324 | "source": [
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323 | 325 | "from transformers import PyTorchBenchmark, PyTorchBenchmarkArguments, BertConfig\n",
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324 | 326 | "\n",
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325 |
| - "args = PyTorchBenchmarkArguments(models=[\"bert-base\", \"bert-384-hid\", \"bert-6-lay\"], batch_sizes=[8], sequence_lengths=[8, 32, 128, 512])\n", |
| 327 | + "args = PyTorchBenchmarkArguments(\n", |
| 328 | + " models=[\"bert-base\", \"bert-384-hid\", \"bert-6-lay\"], batch_sizes=[8], sequence_lengths=[8, 32, 128, 512]\n", |
| 329 | + ")\n", |
326 | 330 | "config_base = BertConfig()\n",
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327 | 331 | "config_384_hid = BertConfig(hidden_size=384)\n",
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328 | 332 | "config_6_lay = BertConfig(num_hidden_layers=6)\n",
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|
408 | 412 | "source": [
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409 | 413 | "from transformers import TensorFlowBenchmark, TensorFlowBenchmarkArguments, BertConfig\n",
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410 | 414 | "\n",
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411 |
| - "args = TensorFlowBenchmarkArguments(models=[\"bert-base\", \"bert-384-hid\", \"bert-6-lay\"], batch_sizes=[8], sequence_lengths=[8, 32, 128, 512])\n", |
| 415 | + "args = TensorFlowBenchmarkArguments(\n", |
| 416 | + " models=[\"bert-base\", \"bert-384-hid\", \"bert-6-lay\"], batch_sizes=[8], sequence_lengths=[8, 32, 128, 512]\n", |
| 417 | + ")\n", |
412 | 418 | "config_base = BertConfig()\n",
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413 | 419 | "config_384_hid = BertConfig(hidden_size=384)\n",
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414 | 420 | "config_6_lay = BertConfig(num_hidden_layers=6)\n",
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