{ "info": { "author": "Ligeng Zhu", "author_email": "lykensyu+github@gmail.com", "bugtrack_url": null, "classifiers": [ "Programming Language :: Python :: 3" ], "description": "# THOP: PyTorch-OpCounter\n\n## How to install \n\n`pip install thop` (now continously intergrated on [Github actions](https://github.com/features/actions))\n\nOR\n\n`pip install --upgrade git+https://github.com/Lyken17/pytorch-OpCounter.git`\n\n## How to use \n* Basic usage \n ```python\n from torchvision.models import resnet50\n from thop import profile\n model = resnet50()\n input = torch.randn(1, 3, 224, 224)\n macs, params = profile(model, inputs=(input, ))\n ``` \n\n* Define the rule for 3rd party module.\n ```python\n class YourModule(nn.Module):\n # your definition\n def count_your_model(model, x, y):\n # your rule here\n\n input = torch.randn(1, 3, 224, 224)\n macs, params = profile(model, inputs=(input, ), \n custom_ops={YourModule: count_your_model})\n ```\n\n* Improve the output readability\n\n Call `thop.clever_format` to give a better format of the output.\n ```python\n from thop import clever_format\n macs, params = clever_format([flops, params], \"%.3f\")\n ``` \n\n## Results of Recent Models\n\nThe implementation are adapted from `torchvision`. Following results can be obtained using [benchmark/evaluate_famours_models.py](benchmark/evaluate_famous_models.py).\n\n

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