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39 changes: 39 additions & 0 deletions graph_net/test/extract_vovnet39a.py
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import os

import timm
import torch
from graph_net.torch.extractor import extract

# 强制注入环境变量,防止丢失
os.environ["GRAPH_NET_EXTRACT_WORKSPACE"] = "/home/aistudio/graphnet_workspace"
os.makedirs(os.environ["GRAPH_NET_EXTRACT_WORKSPACE"], exist_ok=True)


def main():
name = "vovnet39a"
device_str = "cpu"
device = torch.device(device_str)
print(f"开始测试模型: {name} on {device_str}")

try:
model = timm.create_model(name, pretrained=False)
except Exception as e:
print(f"[FAIL] 实例化模型失败 - {e}")
return

# VoVNet 标准输入分辨率是 224
input_data = torch.rand(1, 3, 224, 224, device=device)

model = model.to(device).eval()
wrapped = extract(name=name)(model).eval()

try:
with torch.no_grad():
wrapped(input_data)
print(f"[OK] {name} 计算图抽取成功!")
except Exception as e:
print(f"[FAIL] {name} 抽取发生错误 - {e}")


if __name__ == "__main__":
main()
1 change: 1 addition & 0 deletions samples/timm/vovnet39a/graph_hash.txt
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59ec37f6d64ba344a84c2ac69fcb427273851fb0eee47fa4f2a755b30c277913
7 changes: 7 additions & 0 deletions samples/timm/vovnet39a/graph_net.json
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{
"framework": "torch",
"num_devices_required": 1,
"num_nodes_required": 1,
"dynamic": true,
"model_name": "vovnet39a"
}
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2,146 changes: 2,146 additions & 0 deletions samples/timm/vovnet39a/model.py

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