{"id":200072,"date":"2020-11-15T17:39:30","date_gmt":"2020-11-15T09:39:30","guid":{"rendered":"http:\/\/4563.org\/?p=200072"},"modified":"2020-11-15T17:39:30","modified_gmt":"2020-11-15T09:39:30","slug":"m1-%e4%b9%9f%e5%a4%aa%e7%89%9b%e4%ba%86%e5%90%a7%ef%bc%8c-tensorflow-%e7%89%b9%e4%be%9b%e7%89%88%e9%80%9f%e5%ba%a6%e5%bf%ab%e8%bf%99%e4%b9%88%e5%a4%9a%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=200072","title":{"rendered":"M1 \u4e5f\u592a\u725b\u4e86\u5427\uff0c tensorflow \u7279\u4f9b\u7248\u901f\u5ea6\u5feb\u8fd9\u4e48\u591a\uff1f"},"content":{"rendered":"<div>\n<div>\n<div>\n<h1>                  M1 \u4e5f\u592a\u725b\u4e86\u5427\uff0c tensorflow \u7279\u4f9b\u7248\u901f\u5ea6\u5feb\u8fd9\u4e48\u591a\uff1f               <\/h1>\n<p> <\/p>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <span><i><\/i> 3<\/span> <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div isfirst=\"1\"> <\/p>\n<p>tensorflow \u51fa\u4e86 2.4 \u7248\u672c\u7279\u4f9b\u7248\uff0c\u867d\u7136\u6bd4\u4e0d\u4e0a N \u5361\u7684\u8bad\u7ec3\u901f\u5ea6\uff0c\u4e0d\u8fc7\u6bd4 intel \u7684 U \u8bad\u7ec3\u901f\u5ea6\u5feb\u4e86 10 \u500d\uff0c\u521d\u7ea7\u70bc\u4e39\u5e08\u4e00\u4e2a mbp \u53ef\u4ee5\u8d70\u5929\u4e0b\u4e86\uff1f\u65f6\u4ee3\u771f\u7684\u53d8\u4e86\u300213 \u5e74 windows \u8001\u7528\u6237\u8868\u793a\u6709\u70b9\u60f3\u8f6c MacOS \u4e86\u3002<\/p>\n<\/p><\/div>\n<div> <b>\u5927\u4f6c\u6709\u8a71\u8aaa<\/b> (<span>39<\/span>)        <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<ul>\n<li data-pid=\"4277596\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Leonard <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u7b49 16 \u5bf8\u66f4\u65b0 arm\uff0c\u70bc\u4e39\u662f\u4e0d\u662f\u53ef\u4ee5\u6253 3080 \u4e86                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277597\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : westoy <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u5185\u5b58\u600e\u4e48\u529e?<\/p>\n<p>\u73b0\u5728\u4e0d\u5c11\u5f71\u89c6\u4ece\u4e1a\u8005\u62ff\u5230\u4e86\uff0c \u76ee\u524d\u53cd\u9988\u90fd\u662f\u5355\u8f68\u9053\u9884\u89c8\u526a\u8f91\u6e32\u67d3\u8d85\u795e\uff0c \u771f\u5b9e\u573a\u666f\u7684\u591a\u8f68\u9053\u64cd\u4f5c\u88ab\u4e0a\u4ee3 intel \u53cd\u6740\uff0c \u6211\u731c\u5927\u6982\u7387\u662f\u7206\u5185\u5b58\u4e86&#8230;..                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277598\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Leonard \u73b0\u5728\u8fd8\u662f\u4f4e\u7aef\u4ea7\u54c1\u7ebf\uff0c\u6211\u611f\u89c9\u660e\u5e74\u53ef\u4ee5\u7b49\u4e00\u6ce2\u660e\u5e74\u7684\u9ad8\u7aef\u7ebf\u66f4\u65b0\uff0cM1 \u4e8c\u4ee3\u51fa\u6765\u8bf4\u4e0d\u5b9a\u771f\u7684\u80fd\u6253 GPU\uff0c\u611f\u89c9\u592a\u9ed1\u79d1\u6280\u4e86\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277599\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @westoy \u662f\u7684\uff0c\u73b0\u5728\u9876\u914d\u624d 16G\uff0c\u53ef\u80fd\u786e\u5b9e\u4e0d\u592a\u591f\uff1f\u7b49\u660e\u5e74\u7684\u9ad8\u7aef\u7ebf\u66f4\u65b0\uff0c\u611f\u89c9\u53ef\u4ee5\u51b2\u4e86\uff0cmbp \u8dd1 ML \u8fd9\u4e48\u5feb\u771f\u9ed1\u79d1\u6280\uff0c\u98a0\u8986\u6211\u7684\u8ba4\u77e5\u4e86\u3002\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277600\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             https:\/\/blog.tensorflow.org\/2020\/11\/accelerating-tensorflow-performance-on-mac.html<\/p>\n<p>\u8865\u4e0a tensorflow \u7684 blog \u94fe\u63a5                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277601\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : rlodeeq7 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             Intel \u771f\u662f\u864e\u843d\u5e73\u9633\u88ab\u72ac\u6b3a\uff0c\u5929\u5929\u88ab\u767d\u76ee\u679c\u7c89\u79d2                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277602\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : charlie21 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u6837\u672c\u592a\u5c0f \u6ca1\u6709\u53c2\u8003\u6027\uff0c\u5efa\u8bae\u5ffd\u7565                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277603\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : imn1 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u5355\u7eaf intel \u6838\u663e\uff0c\u5e94\u8be5\u6ca1\u51e0\u4e2a\u53ef\u4ee5\u7528.gpu \uff0c\u4ed6\u8fd9\u4e2a\u5bf9\u6bd4\uff0c\u5e94\u8be5\u4e00\u4e2a\u7528\u7684\u662f.cpu \uff0c\u53e6\u4e00\u4e2a\u7528\u7684\u662f.gpu                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277604\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Escapist367 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u7528 2.4 \u7684 tf \u610f\u5473\u7740\u6709\u5927\u91cf\u5f00\u6e90\u4ee3\u7801\u4e0d\u80fd\u6284\uff08\u4e0d\u80fd\u6284\u610f\u5473\u7740\u81ea\u5df1\u6539\u5199\uff0c\u8fd9\u4e0d\u662f\u521d\u7ea7\u9009\u624b\u80fd\u5b8c\u6210\u7684\uff09<br \/>\u5176\u6b21 16g \u5185\u5b58\u9664\u5f00\u7cfb\u7edf\u5360\u7528\uff0c\u52a0\u8f7d\u6570\u636e\uff0c\u5269\u4e0b\u8fd8\u6709\u591a\u5c11\u80fd\u62ff\u6765\u8dd1\u6a21\u578b\uff0c\u4e5f\u662f\u672a\u53ef\u77e5\u7684<br \/>\u800c\u4e14\u8c01\u4f1a\u62ff i u \u6765\u8bad\u7ec3\u554a\uff1f\uff1f\uff1f<br \/>\u6c42\u6c42\u679c\u86c6\u522b\u5439\u4e86\uff0c\u522b\u80fd\u5ffd\u60a0\u4e00\u4e2a\u662f\u4e00\u4e2a\u4e86\u597d\u5417                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277605\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : futou <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u4f5c\u4e3a\u521d\u4ee3\u4ea7\u54c1\uff0cm1 \u786e\u5b9e\u5f88\u725b\uff0c\u4f46\u662f\u786c\u5439\u5230\u8fdd\u53cd\u7269\u7406\u5b9a\u5f8b\u5c31\u8fc7\u5206\u4e86                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277606\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : jimmyismagic <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             m1 \u4e3a\u4ec0\u4e48\u8fd9\u4e48\u725b\uff0c\u6709\u4eba\u5206\u6790\u539f\u7406\u5417\uff1f\u8fd8\u662f\u53ea\u662f\u5439\u5439\u7684                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277607\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Escapist367 \u54c8\u54c8\u4e0d\u662f\u679c\u86c6\uff0c\u6211\u90fd\u6ca1\u7528\u8fc7\u82f9\u679c\u7684\u4e1c\u897f\uff0c\u4e4b\u524d\u4e70\u7684 intel \u7684\u5e7d\u7075\u5ce1\u8c37\uff0c\u642d\u914d\u7684 N \u5361\u8dd1\u6570\u636e\u3002\u5c31\u662f\u770b\u5230 M1 \u7684\u8868\u73b0\u6709\u70b9\u9707\u60ca\u3002\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277608\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : mikeven <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             i u \u6ca1\u6709\u7279\u5236\u7684\u673a\u5668\u5b66\u4e60\u5355\u5143\u5427\uff0cm1 \u6709 npu \u5feb\u5341\u500d\u6b63\u5e38\uff0c<br \/>\u53e6\u4e00\u65b9\u9762 TensorFlow \u652f\u6301 m1 \u957f\u8fdc\u6765\u770b\u662f\u597d\u4e8b<br \/>\u9760 m1 \u70bc\u4e39\u80af\u5b9a\u4e0d\u73b0\u5b9e\uff0c\u5c06\u6765\u82f9\u679c\u684c\u9762\u82af\u7247\u6709\u53ef\u80fd\u3002<\/p>\n<p>\u6709\u6570\u636e\u5417\u8d34\u4e00\u8d34                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277609\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @mikeven 5L \u7684 blog \u6709\u6570\u636e\uff0ctwitter \u4e0a\u6709\u4eba\u8bf4\u8fd1\u4f3c 1080ti\uff0c\u6211\u4e0d\u662f\u5f88\u76f8\u4fe1\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277610\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Issacx <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u770b\u5b8c\u4e86\u90a3\u7bc7 blog\uff0cM1 \uff08 CPU+GPU \uff09\u548c intel \uff08 CPU \uff09\u6bd4\u63d0\u5347\u5728\u9884\u6599\u4e4b\u4e2d\uff0c\u4e0d\u8fc7\u6587\u7ae0\u91cc\u6ca1\u63d0\u5230 NPU\uff0c\u770b\u6837\u5b50\u8fd9\u90e8\u5206\u8fd8\u662f\u6ca1\u7528\u4e0a\u3002\u5e0c\u671b apple \u5c06\u6765\u80fd\u51fa\u4e00\u4e2a\u4e13\u95e8\u52a0\u901f\u70bc\u4e39\u7684\u5e93\u3002baseline \u9009\u7684 model \u4e5f\u4e0d\u5c0f\u4e86\uff0c\u505a\u4e2a\u5c0f demo \u8fd8\u662f\u53ef\u4ee5\u7684\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277611\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Issacx \u8c8c\u4f3c\u90a3\u4e2a NPU \u53ea\u80fd\u8fd0\u884c\u4e0d\u80fd\u8bad\u7ec3 model\uff0c\u770b\u770b\u540e\u7eed\u4ec0\u4e48\u64cd\u4f5c\u5427\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277612\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : superlc <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Escapist367 \u672c\u6765\u4e5f\u4e0d\u662f\u8ba9\u4eba\u62ff\u6765\u505a\u8bad\u7ec3\u7684\u554a\uff0c\u5728\u672c\u5730\u628a batch \u8c03\u5c0f\u505a\u505a debug\uff0c\u7ed9\u521d\u5b66\u8005\u62ff\u6765\u5165\u95e8\uff0c\u751a\u81f3\u628a\u8fdc\u7a0b\u7684 chkpt \u62ff\u4e0b\u6765\u8dd1\u8dd1 test\uff0c\u8fd9\u4e0d\u90fd\u662f\u4ef7\u503c\uff1f\u6700\u8d77\u7801\u4e5f\u662f\u5f00\u4e86\u4e2a\u597d\u5934                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277613\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : superlc <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u672c\u6765\u4e5f\u662f\u4e00\u4e2a mbp \u8d70\u5929\u4e0b\uff0c\u51c6\u786e\u8bf4\u662f\u4e00\u4e2a ssh \u8d70\u5929\u4e0b(<\/p>\n<p>\u62ff\u6765\u5165\u95e8\u5565\u7684\u633a\u9002\u5408\u7684\uff0c\u73b0\u5728\u63a8 tf.keras\uff0capi \u778e\u6539\u95ee\u9898\u6216\u591a\u6216\u5c11\u6709\u70b9\u7f13\u89e3\u3002pytorch \u80fd\u9002\u914d\u8fc7\u6765\u7684\u8bdd\u4f1a\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u4e8b\u60c5\uff0c\u53ef\u60dc\u4ed6\u4eec\u4e00\u5411\u4e0d\u592a\u559c\u6b22\u641e\u8fd9\u4e9b\u73a9\u610f\u513f<\/p>\n<p>16g \u5185\u5b58\uff0c\u505a\u505a\u5b66\u6821\u9879\u76ee\u4e4b\u7c7b\u7684\u633a\u591f\u4e86\u5df2\u7ecf\uff0c\u771f\u6b63\u9700\u8981 16g+\u663e\u5b58\u7684\uff0c\u4e5f\u4e0d\u4f1a\u6709\u4eba\u6ca1 server \u5427\u3002\u3002                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277614\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : mikeven <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @shizishanxia #16 \u6570\u636e\u679c\u7136\u5f88\u5f3a\u554a\uff0cnpu \u4e0d\u80fd\u7528\uff0c\u9760 gpu \u4e5f\u80fd\u5f3a\u8fd9\u4e48\u591a\u5417                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277615\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @mikeven \u5b98\u7f51 blog \u7684\u6d4b\u8bd5\u5e94\u8be5\u53ea\u662f gpu \u7684\u6d4b\u8bd5\uff0c\u5982\u679c npu \u53ef\u4ee5\u8ba1\u7b97\u7684\u8bdd\uff0c \u8fd9\u7bc7 blog \u8bf4\u80fd\u63a5\u8fd1 2080ti \u7684\u7b97\u529b\u3002\u3002\u3002\u770b\u770b\u540e\u7eed\u8bc4\u6d4b\u5427\uff0c\u6211\u6bd4\u8f83\u6000\u7591\u3002<\/p>\n<p>https:\/\/medium.com\/disruptive-nerd\/how-is-the-apple-m1-going-to-affect-machine-learning-2d9da1beef86                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277616\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @superlc \u662f\u7684\uff0c\u6211\u662f\u521d\u5b66\uff0c\u5f04\u4e86\u4e2a 1660s \u505a\u4e00\u4e9b\u672c\u5730\u7684\u5c0f\u7684\u9879\u76ee\u3002\u8fd9\u6837\u770b 2080 \u4ee5\u4e0b\u7684\u8ba1\u7b97\u5361\u90fd\u6ca1\u5b58\u5728\u5fc5\u8981\u4e86\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277617\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : ryd994 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @superlc #18 \u65e2\u7136\u662f\u8dd1\u8dd1\u5165\u95e8\uff0c\u90a3\u6027\u80fd\u91cd\u8981\u4e48\uff1f\u53cd\u6b63\u5927\u5de5\u7a0b\u90fd\u662f\u5230\u4e13\u7528\u673a\u4e0a\u53bb                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277618\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : liprais <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Escapist367 \u4f60\u4eec\u70bc\u4e39\u5e08\u5634\u90fd\u8fd9\u4e48\u810f\u4e48?                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277619\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : hoyixi <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u6709\u7ade\u4e89\u662f\u597d\u4e8b\u554a\uff0c\u770b Intel \u5982\u4f55\u63a5\u62db                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277620\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Escapist367 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @superlc                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277621\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Escapist367 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @superlc <br \/>\u65e2\u7136\u662f\u521d\u5b66\u8005\u5c0f batch \u8dd1\u8dd1\u5165\u95e8\uff0c\u6027\u80fd\u662f\u6700\u5148\u5173\u6ce8\u7684\u70b9\u4e48\uff1f<br \/>\u6700\u5148\u5173\u6ce8\u7684\u70b9\u96be\u9053\u4e0d\u662f\u517c\u5bb9\u6027\u4e48\uff1f<br \/>\u80fd\u591f\u76f4\u63a5\u8dd1\u901a\u522b\u4eba\u7684\u5f00\u6e90\u4ee3\u7801\uff0c\u80fd\u591f\u76f4\u63a5\u8c03\u7528\u522b\u4eba\u7f16\u8bd1\u597d\u7684\u5f00\u6e90\u5e93\uff0c\u96be\u9053\u4e0d\u662f\u6700\u91cd\u8981\u7684\u4e48\uff1f<br \/>\u521d\u5b66\u8005\u5dee\u7684\u662f\u8fd9\u4e00\u70b9\u6027\u80fd\u4e48\uff1f<\/p>\n<p>@shizishanxia <br \/>\u6211\u89c9\u5f97\u77db\u76fe\u70b9\u5c31\u662f\u524d\u9762\u8bf4\u7684\u517c\u5bb9\u6027\uff0c\u771f\u8981\u8bad\u7ec3\u90fd\u662f\u4e0a\u670d\u52a1\u5668\uff0c\u778e\u903c\u8dd1\u8dd1\u80af\u5b9a\u662f\u517c\u5bb9\u6027\u66f4\u91cd\u8981\uff0c\u90a3\u8fd9\u4e1c\u897f\u59d4\u5b9e\u6ca1\u6709\u4f18\u52bf\u3002<\/p>\n<p>@liprais <br \/>\u5634\u810f\u4e0d\u810f\u5f97\u770b\u5bf9\u8c61\uff0c\u8a00\u4e4b\u51ff\u51ff\u5730\u5938\u5927\u5176\u8bcd\uff0c\u90a3\u5c31\u662f\u8be5\u9a82\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277622\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : northisland <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u4e3b\u8981\u4e0d\u8981\u8d81\u521a\u5230\u51ac\u5929\uff0c\u4e70\u4e00\u4e2a m1 \u70bc\u4e39\u7089\u6696\u624b\uff1f                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277623\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : liprais <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Escapist367 \u4f60\u5988\u8bf4\u4f60\u662f\u4e16\u754c\u4e0a\u6700\u597d\u7684\u5c0f\u5b69\uff0c\u7b97\u201c\u8a00\u4e4b\u51ff\u51ff\u5730\u5938\u5927\u5176\u8bcd\u201d\u4e48?                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277624\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Escapist367 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @liprais                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277625\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Escapist367 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @liprais <\/p>\n<p>\u8a00\u5fc5\u5e26\u5988\uff0c\u86c6\u662f\u771f\u7684\u6709\u7d20\u8d28                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277626\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : liprais <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Escapist367 \u6240\u4ee5\u8d35\u70bc\u4e39\u5e08\u5c31\u8fd9\u7d20\u8d28\u5457                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277627\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : brice32 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u9053\u7406\u8bf4\u4e0d\u8fc7\uff0c\u66b4\u9732\u4e86\u81ea\u5df1\u7684\u65e0\u77e5\u3002\u5c31\u5f00\u59cb\u627e\u5bf9\u65b9\u8bf4\u8bdd\u7684\u95ee\u9898\u4e86\uff0c\u4e00\u54ed\u4e8c\u95f9\u4e09\u4e0a\u540a\u3002\u201c\u5b9d\u5b9d\u53ef\u4ee5\u5728\u4f60\u4e13\u4e1a\u8303\u56f4\u80e1\u8a00\u4e71\u8bed\uff0c\u4f46\u4f60\u4e0d\u80fd\u51f6\u5b9d\u5b9d\u54e6\u2299\u2200\u2299\uff01\u201d                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277628\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : superlc <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @Escapist367 <br \/>@ryd994 <br \/>\u4e0d\u7ba1\u6027\u80fd\u91cd\u4e0d\u91cd\u8981\uff0c\u5feb\u603b\u662f\u6bd4\u6162\u8981\u597d\u7684\u5427\uff1f<\/p>\n<p>\u517c\u5bb9\u6027\u65b9\u9762\uff0c\u7f51\u4e0a\u4e0b\u7684\u7a0b\u5e8f\uff0c\u7528\u666e\u901a\u7684\u65e0 cuda \u7b14\u8bb0\u672c\u53c8\u6709\u591a\u5c11\u80fd\u4e0d\u6539\u76f4\u63a5\u8dd1\u5462\uff1f\u800c\u4e14\u76ee\u524d pytorch \u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728 m1 \u4e0a\u8dd1\u554a\uff0c\u53ea\u4e0d\u8fc7\u662f\u6ca1\u6709\u52a0\u901f\u800c\u5df2( https:\/\/github.com\/pytorch\/pytorch\/issues\/48145#issuecomment-730297957)<\/p>\n<p>\u8fd9\u4e2a\u4e1c\u897f\u8bf4\u5230\u5e95\u8fd8\u662f CPU\uff0c\u5b83\u7684\u540c\u7ea7\u522b\u6bd4\u8f83\u5bf9\u8c61\u5e94\u8be5\u4e5f\u662f CPU \u3002\u76f8\u5f53\u4e8e\u662f\u666e\u901a\u96c6\u663e \/A \u5361\u672c\u5b50\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u591a\u4e86\u4e00\u4e2a 1660 \u7ea7\u7684\u52a0\u901f\uff0c\u53ef\u4ee5\u8bf4\u662f\u767d\u9001\u7684\u529f\u80fd\u3002\u6211\u662f\u89c9\u5f97\u633a\u597d\u7684\uff0c\u770b\u4e0d\u5230\u95ee\u9898\u5728\u54ea                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277629\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : ashong <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u4f55\u65f6\u80fd\u865a\u62df x86\/64 windows \u5c31\u53ef\u4ee5\u4e00\u672c\u8d70\u5929\u4e0b\u4e86                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277630\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @superlc \u770b\u770b\u540e\u7eed\u8bc4\u6d4b\u5427\uff0c1660 \u7ea7\u522b\u7684\u901f\u5ea6\u5176\u5b9e\u5bf9\u4e8e\u5c0f\u9879\u76ee\u4e5f\u8db3\u591f\u4e86\uff0c\u6211\u76ee\u524d\u5c31\u7528\u7684 1660s \u54c8\u54c8                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277631\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : shizishanxia <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u8865\u5145\u4e00\u4e0b\uff0cB \u7ad9\u6709 up \u4e3b\u6d4b\u8bd5\u4e86 M1 \u7684\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u901f\u5ea6\uff1a<\/p>\n<p>\u201c\u66f4\u65b0\u4e00\u7ec4\u6570\u636e\uff0cM1+Core ML \u7684\u8bad\u7ec3\u65f6\u95f4\u4e3a 139 \u79d2\uff0c\u7cbe\u5ea6\u4e3a 98.91%\uff0c\u79bb 1080Ti \u8fd8\u662f\u5f88\u6709\u8ddd\u79bb\u7684\uff0c\u5927\u7ea6\u6162\u4e86\u4e24\u500d\u3002\u201d<br \/>M1 \u5927\u7ea6\u5728 139 \u79d2\uff0c1080ti \u5728 52.96 \u79d2\u3002\u4e14 M1 \u8bad\u7ec3\u7cbe\u5ea6\u5dee\u4e00\u4e9b\u3002<\/p>\n<p>\u770b\u6765 M1 \u80fd\u6253\u662f\u80fd\u6253\uff0c\u4f46\u8fd8\u6ca1\u81f3\u4e8e\u98a0\u8986\u7684\u5730\u6b65\u3002                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277632\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : lslqtz <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             m1 \u672c\u6765\u5c31\u4e0d\u662f\u4e3a\u4e86\u8ffd\u72ec\u7acb\u663e\u5361\u7684\uff0c\u6bd4 intel \u597d\u90a3\u4e48\u591a\u500d\u8fd8\u6709\u4eba\u80fd\u9ed1\u6211\u662f\u60f3\u4e0d\u5230\u7684<br \/>\u6211\u53ea\u80fd\u8bf4\u8fd9\u7fa4\u9ed1\u7684\u4eba\u7684\u610f\u89c1\u662f\u6ca1\u6709\u53c2\u52a0\u4ef7\u503c\u7684\uff0c\u5c31\u7b97\u771f\u7684\u66f4\u597d\u4e5f\u8981\u5acc\u8d35\u53cd\u6b63\u5c31\u662f\u4e0d\u4f1a\u4e70                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277633\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : lslqtz <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u53c2\u52a0-\u53c2\u8003                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"4277634\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : lslqtz <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u5185\u5b58\u4f4e\u5012\u662f\u771f\u7684\u53ef\u5410\u69fd\uff0c\u867d\u7136\u901f\u5ea6\u786e\u5b9e\u5feb\u4e86\u5f88\u591a<br \/>\u4e0d\u8fc7\u8fd9\u624d\u7b2c\u4e00\u4ee3\u6709\u5565\u597d\u8bf4\u7684\u2026\u2026                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li>\n","protected":false},"excerpt":{"rendered":"<p>M1 \u4e5f\u592a\u725b\u4e86\u5427\uff0c tensorf&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[],"tags":[],"_links":{"self":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/200072"}],"collection":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=200072"}],"version-history":[{"count":0,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/200072\/revisions"}],"wp:attachment":[{"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=200072"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=200072"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=200072"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}