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\"\u56fe\u7247\"<\/p>\n

\n
<\/section>\n

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\n\u9738\u4e3b\u5730\u4f4d\u53ea\u662f\u77ed\u6682\u7684\uff1f<\/section>\n

\u8fd9\u7bc7\u535a\u6587\u7684\u4f5c\u8005 Pete Warden \u9610\u8ff0\u4e86\u82f1\u4f1f\u8fbe\u76ee\u524d\u6240\u5360\u636e\u7684\u4f18\u52bf\uff1a<\/p>\n

    \n
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    \u4e00\u4e9b\u4e8b\u60c5\u6b63\u6084\u7136\u53d1\u751f\u53d8\u5316<\/section>\n

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    \u4f46\u7ecf\u8fc7\u4e00\u5e74\u7684\u5f00\u53d1\uff0c\u82f1\u4f1f\u8fbe\u610f\u8bc6\u5230\u8fd9\u6b3e\u5904\u7406\u5668\u67b6\u6784\u662f\u9519\u8bef\u7684\u7b56\u7565\u3002\u5f53\u65f6\u6280\u672f\u5f88\u5dee\uff0c\u5fae\u8f6f\u5373\u5c06\u53d1\u5e03\u57fa\u4e8e\u9006\u7eb9\u7406\u6620\u5c04\u548c\u4e09\u89d2\u5f62\u7684 Windows 95 3D\u3002\u8bb8\u591a\u516c\u53f8\u5df2\u7ecf\u5728\u5f00\u53d1 3D \u82af\u7247\u6765\u652f\u6301\u8be5\u6807\u51c6\u3002\u5982\u679c\u82f1\u4f1f\u8fbe\u6b63\u5728\u7814\u53d1\u7684\u8fd9\u6b3e\u82af\u7247\u5e94\u7528\u5230\u4e16\u5609\u7684\u6e38\u620f\u673a\u4e0a\uff0c\u90a3\u5b83\u4e0e Windows \u4e0d\u517c\u5bb9\uff0c\u800c\u4e14\u4f1a\u8fdc\u8fdc\u843d\u540e\u3002\u4f46\u5982\u679c\u4e0d\u5b8c\u6210\u5408\u540c\uff0c\u524d\u671f\u6295\u5165\u5168\u90fd\u6253\u4e86\u6c34\u6f02\uff0c\u6ca1\u94b1\u5165\u8d26\u5c31\u4f1a\u7834\u4ea7\u3002\u4e0d\u7ba1\u600e\u6837\uff0c\u82f1\u4f1f\u8fbe\u4f3c\u4e4e\u53ea\u6709\u6b7b\u8def\u4e00\u6761\u3002<\/p>\n

    \u5371\u673a\u4e4b\u9645\uff0c\u9ec4\u4ec1\u52cb\u8054\u7cfb\u4e86\u4e16\u5609\u7684\u9996\u5e2d\u6267\u884c\u5b98\u5165\u5c3b\u6b63\u4e00\u90ce\uff0c\u5e76\u89e3\u91ca\u8bf4\u4e86\u8be5\u9879\u6280\u672f\u662f\u9519\u8bef\u7684\uff0c\u4e16\u5609\u5e94\u8be5\u5bfb\u627e\u53e6\u4e00\u4e2a\u5408\u4f5c\u4f19\u4f34\uff0c\u82f1\u4f1f\u8fbe\u4e0d\u5f97\u4e0d\u7ec8\u6b62\u5408\u540c\u3002\u4f46\u82f1\u4f1f\u8fbe\u9700\u8981\u4ed8\u7ed9\u4e16\u5609\u8fdd\u7ea6\u91d1\uff0c\u4ee5\u82f1\u4f1f\u8fbe\u5f53\u65f6\u7684\u60c5\u51b5\u6ca1\u6709\u4e86\u8fd9\u7b14\u751f\u610f\u518d\u4ed8\u51fa\u9ad8\u989d\u7684\u8fdd\u7ea6\u91d1\u5c31\u76f8\u5f53\u4e8e\u76f4\u63a5\u5ba3\u5e03\u7834\u4ea7\u3002<\/p>\n

    \u6700\u540e\u9ec4\u4ec1\u52cb\u8bf4\u52a8\u4e86\u5165\u5c3b\u6b63\u4e00\u90ce\uff0c\u4e16\u5609\u7684\u7406\u89e3\u548c\u6177\u6168\u8ba9\u82f1\u4f1f\u8fbe\u53c8\u6d3b\u4e86\u516d\u4e2a\u6708\u3002<\/p>\n

    \u5c31\u8fd9\u6837\uff0c\u82f1\u4f1f\u8fbe\u5728\u8d44\u91d1\u5373\u5c06\u8017\u5c3d\u65f6\u5efa\u9020\u4e86 Riva 128\u3002Riva 128 \u9707\u60ca\u4e86\u5e74\u8f7b\u7684 3D \u5e02\u573a\uff0c\u8ba9\u82f1\u4f1f\u8fbe\u540d\u58f0\u5927\u566a\uff0c\u5e76\u62ef\u6551\u4e86\u516c\u53f8\u3002<\/p>\n

    \u00a0CUDA \u7684\u4f20\u5947<\/section>\n

    2007 \u5e74\uff0c\u82f1\u4f1f\u8fbe\u5ba3\u5e03\u4e86 CUDA GPU \u52a0\u901f\u8ba1\u7b97\u3002\u82f1\u4f1f\u8fbe\u7684\u613f\u671b\u662f\u8ba9 CUDA \u6210\u4e3a\u4e00\u79cd\u7f16\u7a0b\u6a21\u578b\uff0c\u4fc3\u8fdb\u4ece\u79d1\u5b66\u8ba1\u7b97\u5230\u7269\u7406\u6a21\u62df\u548c\u56fe\u50cf\u5904\u7406\u7684\u5e94\u7528\u3002\u521b\u5efa\u65b0\u7684\u8ba1\u7b97\u6a21\u578b\u975e\u5e38\u56f0\u96be\uff0c\u800c\u4e14\u5386\u53f2\u4e0a\u5f88\u5c11\u6709\u4eba\u8fd9\u6837\u505a\u3002\u81ea IBM System 360 \u8bde\u751f\u4ee5\u6765\uff0cCPU \u8ba1\u7b97\u6a21\u578b\u5df2\u6210\u4e3a\u6807\u51c6 60 \u5e74\u3002CUDA \u9700\u8981\u5f00\u53d1\u4eba\u5458\u7f16\u5199\u5e94\u7528\u7a0b\u5e8f\u5e76\u5c55\u793a GPU \u7684\u4f18\u52bf\u3002\u5f00\u53d1\u4eba\u5458\u9700\u8981\u5e9e\u5927\u7684\u5b89\u88c5\u57fa\u7840\uff0c\u800c\u5e9e\u5927\u7684 CUDA \u5b89\u88c5\u57fa\u7840\u9700\u8981\u5ba2\u6237\u8d2d\u4e70\u65b0\u5e94\u7528\u7a0b\u5e8f\u3002\u56e0\u6b64\uff0c\u4e3a\u4e86\u89e3\u51b3\u201c\u5148\u6709\u9e21\u8fd8\u662f\u5148\u6709\u86cb\u201d\u7684\u95ee\u9898\uff0c\u82f1\u4f1f\u8fbe\u4f7f\u7528\u4e86 GeForce GPU \u6765\u5efa\u7acb\u5b89\u88c5\u57fa\u7840\uff0c\u8be5 GPU \u5df2\u7ecf\u62e5\u6709\u5e9e\u5927\u7684\u6e38\u620f\u73a9\u5bb6\u5e02\u573a\u3002<\/p>\n

    \u4f46 CUDA \u7684\u9644\u52a0\u6210\u672c\u975e\u5e38\u9ad8\u3002\u82f1\u4f1f\u8fbe\u7684\u5229\u6da6\u53d7\u5230\u4e86\u5de8\u5927\u6253\u51fb\u3002\u591a\u5e74\u6765\uff0c\u82f1\u4f1f\u8fbe\u7684\u5e02\u503c\u4e00\u76f4\u5f98\u5f8a\u5728\u7565\u4f4e\u4e8e\u6216\u7565\u9ad8\u4e8e 10 \u4ebf\u7f8e\u5143\u7684\u6c34\u5e73\u3002\u82f1\u4f1f\u8fbe\u5728\u6b64\u671f\u95f4\u6323\u624e\u826f\u4e45\u3002\u5728 AI \u65f6\u4ee3\u6765\u4e34\u4e4b\u524d\uff0c\u80a1\u4e1c\u5bf9 CUDA \u4e5f\u6301\u6000\u7591\u6001\u5ea6\uff0c\u5e76\u5e0c\u671b\u4ed6\u4eec\u4e13\u6ce8\u4e8e\u63d0\u9ad8\u76c8\u5229\u80fd\u529b\u3002\u4f46\u5728\u9ec4\u4ec1\u52cb\u575a\u4fe1\u52a0\u901f\u8ba1\u7b97\u7684\u65f6\u4ee3\u7ec8\u5c06\u4f1a\u5230\u6765\u3002\u4e8e\u662f\u82f1\u4f1f\u8fbe\u521b\u5efa\u4e86\u4e00\u4e2a\u540d\u4e3a GTC \u7684\u4f1a\u8bae\uff0c\u5e76\u5728\u5168\u7403\u8303\u56f4\u5185\u5b5c\u5b5c\u4e0d\u5026\u5730\u63a8\u5e7f CUDA\u3002<\/p>\n

    \u7136\u540e\uff0c\u5e94\u7528\u7a0b\u5e8f\u51fa\u73b0\u4e86\uff1a\u5730\u9707\u5904\u7406\u3001CT \u91cd\u5efa\u3001\u5206\u5b50\u52a8\u529b\u5b66\u3001\u7c92\u5b50\u7269\u7406\u3001\u6d41\u4f53\u52a8\u529b\u5b66\u548c\u56fe\u50cf\u5904\u7406\u3002\u4e00\u4e2a\u53c8\u4e00\u4e2a\u79d1\u5b66\u9886\u57df\uff0c\u4ed6\u4eec\u90fd\u5411\u52a0\u901f\u8ba1\u7b97\u8d70\u6765\u4e86\u3002\u82f1\u4f1f\u8fbe\u4e0e\u6bcf\u4f4d\u5f00\u53d1\u4eba\u5458\u5408\u4f5c\u7f16\u5199\u4ed6\u4eec\u7684\u7b97\u6cd5\u5e76\u5b9e\u73b0\u4e86\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u52a0\u901f\u3002\u5728 2012 \u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u53d1\u73b0\u4e86 CUDA\u3002\u8457\u540d\u7684 AlexNet \u5c31\u662f\u5728 GeForce GTX 580 \u4e0a\u8fdb\u884c\u8bad\u7ec3\u7684\uff0c\u8fd9\u4e5f\u8ba9 CUDA\uff0c\u81ea\u6b64\u5f00\u542f\u4e86\u4eba\u5de5\u667a\u80fd\u5927\u7206\u70b8\u7684\u5e8f\u7ae0\u3002<\/p>\n

    \u8001\u9ec4\u79f0\uff0c\u5e78\u8fd0\u7684\u662f\uff0c\u4ed6\u4eec\u5f88\u65e9\u5c31\u610f\u8bc6\u5230\u6df1\u5ea6\u5b66\u4e60\u4f5c\u4e3a\u4e00\u79cd\u5168\u65b0\u8f6f\u4ef6\u65b9\u6cd5\u7684\u6f5c\u529b\uff0c\u5e76\u8c03\u52a8\u516c\u53f8\u7684\u5404\u4e2a\u65b9\u9762\u6765\u63a8\u8fdb\u8fd9\u4e2a\u65b0\u9886\u57df\uff0c\u4ed6\u4eec\u5192\u7740\u4e00\u5207\u98ce\u9669\u53bb\u8ffd\u6c42\u6df1\u5ea6\u5b66\u4e60\u3002\u5341\u5e74\u540e\uff0c\u4eba\u5de5\u667a\u80fd\u9769\u547d\u5f00\u59cb\u4e86\u3002\u82f1\u4f1f\u8fbe\u987a\u52bf\u4e5f\u6210\u4e3a\u4e86\u5168\u7403\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u8005\u7684\u5f15\u64ce\u3002\u56e0\u4e3a\u4ed6\u4eec\u53d1\u660e\u4e86 CUDA\uff0c\u5e76\u5f00\u521b\u4e86\u52a0\u901f\u8ba1\u7b97\u548c\u4eba\u5de5\u667a\u80fd\u3002\u8fd9\u6bb5\u65c5\u7a0b\u4e5f\u5851\u9020\u4e86\u82f1\u4f1f\u8fbe\u7684\u4f01\u4e1a\u8c03\u6027\u2014\u2014\u80fd\u591f\u627f\u53d7\u5b9e\u73b0\u613f\u666f\u9700\u4ed8\u51fa\u7684\u6240\u6709\u75db\u82e6\u548c\u78e8\u96be\u3002<\/p>\n

    \u00a0\u5728\u79fb\u52a8\u82af\u7247\u5e02\u573a\u4e2d\u4ee5\u9000\u4e3a\u8fdb<\/section>\n

    \u8001\u9ec4\u79f0\uff0c\u5728\u82f1\u4f1f\u8fbe\u7684\u53d1\u5c55\u53f2\u4e2d\uff0c\u8fd8\u6709\u4e00\u6bb5\u5386\u7a0b\u503c\u5f97\u94ed\u8bb0\u3002<\/p>\n

    2010 \u5e74\uff0c\u8c37\u6b4c\u7684\u76ee\u6807\u662f\u5c06 Android \u5f00\u53d1\u6210\u4e00\u6b3e\u5177\u6709\u51fa\u8272\u56fe\u5f62\u529f\u80fd\u7684\u79fb\u52a8\u7535\u8111\u3002\u624b\u673a\u884c\u4e1a\u62e5\u6709\u62e5\u6709\u8c03\u5236\u89e3\u8c03\u5668\u4e13\u4e1a\u77e5\u8bc6\u7684\u82af\u7247\u516c\u53f8\uff0c\u800c \u82f1\u4f1f\u8fbe\u7684\u8ba1\u7b97\u548c\u56fe\u5f62\u4e13\u4e1a\u77e5\u8bc6\u4f7f\u82f1\u4f1f\u8fbe\u6210\u4e3a\u5e2e\u52a9\u6784\u5efa Android \u7684\u7406\u60f3\u5408\u4f5c\u4f19\u4f34\u3002\u4e8e\u662f\u4ed6\u4eec\u8fdb\u5165\u4e86\u79fb\u52a8\u82af\u7247\u5e02\u573a\u3002<\/p>\n

    \u968f\u540e\uff0c\u82f1\u4f1f\u8fbe\u5728\u79fb\u52a8\u82af\u7247\u5e02\u573a\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u6210\u529f\uff0c\u516c\u53f8\u4e1a\u52a1\u548c\u80a1\u4ef7\u98d9\u5347\uff0c\u7ade\u4e89\u5f88\u5feb\u5c31\u8702\u62e5\u800c\u81f3\u3002\u8c03\u5236\u89e3\u8c03\u5668\u82af\u7247\u5236\u9020\u5546\u6b63\u5728\u5b66\u4e60\u5982\u4f55\u6784\u5efa\u8ba1\u7b97\u673a\u82af\u7247\uff0c\u800c\u82f1\u4f1f\u8fbe\u6b63\u5728\u5b66\u4e60\u5982\u4f55\u6784\u5efa\u8c03\u5236\u89e3\u8c03\u5668\uff0c\u56e0\u4e3a\u624b\u673a\u5e02\u573a\u662f\u5de8\u5927\u7684\uff0c\u82f1\u4f1f\u8fbe\u4e0d\u5f97\u4e0d\u4e3a\u5e02\u573a\u4efd\u989d\u800c\u6218\u3002<\/p>\n

    \u4f46\u6ca1\u591a\u4e45\uff0c\u82f1\u4f1f\u8fbe\u505a\u51fa\u4e86\u4e00\u4e2a\u8270\u96be\u7684\u51b3\u5b9a\u2014\u2014\u653e\u5f03\u79fb\u52a8\u82af\u7247\u5e02\u573a\u3002<\/p>\n

    \u636e\u9ec4\u4ec1\u52cb\u79f0\uff0c\u82f1\u4f1f\u8fbe\u7684\u4f7f\u547d\u662f\u5236\u9020\u80fd\u591f\u89e3\u51b3\u666e\u901a\u8ba1\u7b97\u673a\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\u7684\u8ba1\u7b97\u673a\uff0c\u516c\u53f8\u5e94\u8be5\u81f4\u529b\u4e8e\u5b9e\u73b0\u6211\u4eec\u7684\u613f\u666f\u5e76\u505a\u51fa\u72ec\u7279\u7684\u8d21\u732e\u3002<\/p>\n

    \u5f88\u5feb\uff0c\u82f1\u4f1f\u8fbe\u9000\u51fa\u79fb\u52a8\u82af\u7247\u5e02\u573a\u7684\u6218\u7565\u5f97\u5230\u4e86\u56de\u62a5\u3002\u79bb\u5f00\u624b\u673a\u5e02\u573a\u540e\uff0c\u82f1\u4f1f\u8fbe\u6253\u5f00\u4e86\u65b0\u601d\u8def\u2014\u2014\u53d1\u660e\u4e86\u4e00\u6b3e\u65b0\u624b\u673a\uff0c\u4ed6\u4eec\u8bbe\u60f3\u4e3a\u673a\u5668\u4eba\u8ba1\u7b97\u673a\u521b\u5efa\u4e00\u79cd\u65b0\u578b\u8ba1\u7b97\u673a\uff0c\u914d\u5907\u795e\u7ecf\u7f51\u7edc\u5904\u7406\u5668\u548c\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u7684\u5b89\u5168\u67b6\u6784\u3002<\/p>\n

    \u5c31\u8fd9\u6837\uff0c\u82f1\u4f1f\u8fbe\u8fdb\u5165\u4e86\u673a\u5668\u4eba\u5e02\u573a\u3002<\/p>\n

    \u73b0\u5728\uff0c\u82f1\u4f1f\u8fbe\u5df2\u7ecf\u62e5\u6709\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u6c7d\u8f66\u548c\u673a\u5668\u4eba\u4e1a\u52a1\uff0c\u5e76\u5f00\u59cb\u4e86\u4e00\u4e2a\u65b0\u7684\u884c\u4e1a\u3002\u9ec4\u4ec1\u52cb\u8868\u793a\uff1a\u201c<\/p>\n

    \n
    \n
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