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Add DDP support to the accelerate command #8

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Add DDP support to the accelerate command #8

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10 changes: 9 additions & 1 deletion code/FineTuning-SDXL.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -142,14 +142,22 @@
"write_basic_config()"
]
},
{
"cell_type": "markdown",
"id": "1611c557",
"metadata": {},
"source": [
"If you have multiple GPU, we can take advantage of Distributed DataParallel (DDP) to speed up the fine-tuning process. You may read further of DDP at https://huggingface.co/docs/transformers/perf_train_gpu_many. "
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "782e0ee5",
"metadata": {},
"outputs": [],
"source": [
"!accelerate launch /workspace/diffusers/examples/dreambooth/train_dreambooth_lora_sdxl.py \\\n",
"!accelerate launch --num_processes=NUMBER_OF_GPUs --multi_gpu /workspace/diffusers/examples/dreambooth/train_dreambooth_lora_sdxl.py \\\n",
" --pretrained_model_name_or_path=stabilityai/stable-diffusion-xl-base-1.0 \\\n",
" --instance_data_dir=/project/data/toy-jensen \\\n",
" --output_dir=/project/models/tuned-toy-jensen \\\n",
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