from_caffe 直接导入 caffe 模型文件，不需要预先安装 caffe 。 net 已测试网络：alexnet / densenet121 / inception v1 / inception v3 / inception v4 / mobilenet v1 / mobilenet v2 / resnet50 / squeezenet v1 / vgg16 / ssd / fcn-8s op

to beat both DeepSeek and OpenAI’s ChatGPT’ (1/25); Alibaba (1/25) Qwen2.5-Max outperforms DeepSeek V3 in benchmarks such as Arena-Hard, LiveBench, LiveCodeBench, and GPQA-Diamond, while also demonstrating its predecessor – and a fraction of the cost of leading competitors. It costs only 40% of DeepSeek V3 and just 0.2% of GPT-4.5. - High Performance: Benchmark tests show it matches GPT-4.1 and outperforms