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对比测试v8分类模型和vit分类模型
a.同样的推断工程
b.同样的转换方式pt-->onnx-->trtexec 转换为engine
c.同样的测试集
结果:
v8cls分类模型
a.原pt模型与engine推断结果相差无几
b.相同工程,在两个不同推断平台测试的两个engine,结果几乎没有任何差距。
vit分类模型
a. 有些类别推断结果相差很大存在20%的差距,但是有些类别差距只有6%左右。
b.相同工程,两个不同推断平台下,两个engine,推断出的结果也存在不小差距。
问题:
请问这是模型特征表达有问题(但是原pt模型分类结果都还挺高),还是推断的数据前处理有问题?有需要的话,可以给您发vit onnx模型文件.
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