{"id":23805,"date":"2025-07-09T15:16:00","date_gmt":"2025-07-09T07:16:00","guid":{"rendered":"https:\/\/cn.hostease.com\/blog\/?p=23805"},"modified":"2025-07-02T15:43:43","modified_gmt":"2025-07-02T07:43:43","slug":"best-open-source-ai-frameworks-on-overseas-gpu-server","status":"publish","type":"post","link":"https:\/\/cn.hostease.com\/blog\/server\/gpu-server\/best-open-source-ai-frameworks-on-overseas-gpu-server\/","title":{"rendered":"\u6d77\u5916GPU\u670d\u52a1\u5668\u90e8\u7f72\u5f00\u6e90AI\u6846\u67b6\u7684\u5b9e\u7528\u6307\u5357\uff1aPyTorch\u3001TensorFlow\u3001JAX\u7b49\u4e00\u7ad9\u89e3\u6790"},"content":{"rendered":"\n<p>\u4f60\u6709\u6ca1\u6709\u9047\u5230\u8fd9\u6837\u7684\u95ee\u9898\uff1f\u6a21\u578b\u8bad\u7ec3\u901f\u5ea6\u6162\uff0c\u6570\u636e\u540c\u6b65\u7f13\u6162\uff0c\u6216\u8005\u56e0\u4e3a\u5408\u89c4\u548c\u5185\u5bb9\u5ba1\u67e5\u8981\u6c42\u4e0d\u5f97\u4e0d\u8003\u8651\u6d77\u5916\u670d\u52a1\u5668\u3002\u5176\u5b9e\uff0c\u8d8a\u6765\u8d8a\u591a\u7684AI\u5f00\u53d1\u8005\u548c\u72ec\u7acb\u7ad9\u5356\u5bb6\u9009\u62e9\u79df\u7528\u6d77\u5916<a 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class=\"wp-block-heading\">\u4e3b\u6d41\u5f00\u6e90AI\u6846\u67b6\u9002\u5408\u5728\u6d77\u5916GPU\u670d\u52a1\u5668\u90e8\u7f72\u5417\uff1f<\/h2>\n\n\n\n<p>\u76ee\u524dAI\u9886\u57df\u6700\u70ed\u95e8\u7684\u51e0\u5927\u5f00\u6e90\u6846\u67b6\uff0c\u5728Hostease\u7684\u6d77\u5916GPU\u670d\u52a1\u5668\u90fd\u5f97\u5230\u4e86\u5e7f\u6cdb\u9a8c\u8bc1\u3002\u65e0\u8bba\u4f60\u662f\u505a\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u667a\u80fd\u63a8\u7406\uff0c\u8fd8\u662f\u6279\u91cf\u6e32\u67d3\u3001AIGC\u56fe\u7247\u751f\u4ea7\uff0c\u90fd\u80fd\u627e\u5230\u5408\u9002\u7684\u5de5\u5177\u3002\u4e0b\u9762\u8fd9\u5f20\u8868\u683c\u53ef\u4ee5\u5e2e\u4f60\u4e00\u76ee\u4e86\u7136\u5730\u5bf9\u6bd4\u5e38\u7528\u6846\u67b6\u4e0e<a href=\"https:\/\/cn.hostease.com\/gpu-servers.html\">\u670d\u52a1\u5668\u914d\u7f6e<\/a>\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6846\u67b6<\/th><th>\u5efa\u8baeCUDA\u7248\u672c<\/th><th>\u663e\u5b58\u7ba1\u7406\u4f18\u52bf<\/th><th>\u591aGPU\u5e76\u884c\u6a21\u5f0f<\/th><th>\u5178\u578b\u5e94\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>PyTorch 2.3<\/td><td>11.8\/12.1<\/td><td>torch.compile\u3001\u663e\u5b58\u5360\u7528\u4f4e<\/td><td>DDP\u3001FSDP<\/td><td>LLM\u8bad\u7ec3\u3001\u63a8\u7406<\/td><\/tr><tr><td>TensorFlow 2.16<\/td><td>11.8+<\/td><td>XLA\u6df7\u5408\u7cbe\u5ea6\u3001\u81ea\u52a8\u56fe\u4f18\u5316<\/td><td>MirroredStrategy<\/td><td>CV\/\u8bed\u97f3\u7b49\u573a\u666f<\/td><\/tr><tr><td>JAX 0.4.x<\/td><td>11.8\/12.2<\/td><td>bfloat16\u77e9\u9635\u4f18\u5316<\/td><td>pmap\u3001pjit<\/td><td>\u7b97\u6cd5\u521b\u65b0\u3001\u79d1\u7814<\/td><\/tr><tr><td>ONNX Runtime 1.20<\/td><td>11.8+<\/td><td>INT8\/FP8\u91cf\u5316\uff0c\u9ad8\u6548\u63a8\u7406<\/td><td>TensorRT EP<\/td><td>\u6279\u91cf\u5728\u7ebf\u63a8\u7406<\/td><\/tr><tr><td>DeepSpeed 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