{"id":18071,"date":"2024-03-21T08:00:35","date_gmt":"2024-03-21T00:00:35","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/asic-vs-gpu-deep-dive-into-computing-architecture\/"},"modified":"2025-03-07T12:05:20","modified_gmt":"2025-03-07T04:05:20","slug":"asic-vs-gpu-deep-dive-into-computing-architecture","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/knowledge-tc\/asic-vs-gpu-deep-dive-into-computing-architecture\/","title":{"rendered":"ASIC\u8207GPU:\u6df1\u5165\u63a2\u8a0e\u904b\u7b97\u67b6\u69cb"},"content":{"rendered":"<p>\u5728\u5c08\u7528\u904b\u7b97\u67b6\u69cb\u9818\u57df,\u5c08\u7528\u7a4d\u9ad4\u96fb\u8def(ASIC)\u548c\u5716\u5f62\u8655\u7406\u55ae\u5143(GPU)\u4ee3\u8868\u4e86\u89e3\u6c7a\u8907\u96dc\u904b\u7b97\u6311\u6230\u7684\u5169\u7a2e\u4e0d\u540c\u65b9\u6cd5\u3002\u5c0d\u65bc\u914d\u7f6e\u9ad8\u6548\u80fd\u904b\u7b97\u7cfb\u7d71\u548c<a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/hk\/cn2\/\" target=\"_blank\">\u4f3a\u670d\u5668\u79df\u7528<\/a>\u7684\u6280\u8853\u5c08\u696d\u4eba\u54e1\u4f86\u8aaa,\u7406\u89e3ASIC\u548cGPU\u67b6\u69cb\u4e4b\u9593\u7684\u6839\u672c\u5dee\u7570\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h2><strong>\u7406\u89e3ASIC\u67b6\u69cb<\/strong><\/h2>\n<p>ASIC\u662f\u70ba\u7279\u5b9a\u904b\u7b97\u4efb\u52d9\u7cbe\u5fc3\u8a2d\u8a08\u7684\u7a4d\u9ad4\u96fb\u8def\u3002\u8207\u901a\u7528\u8655\u7406\u5668\u4e0d\u540c,ASIC\u900f\u904e\u5c08\u7528\u96fb\u8def\u5be6\u73fe\u9810\u5b9a\u529f\u80fd,\u900f\u904e\u5c08\u9580\u7684\u96fb\u8def\u5be6\u73fe\u986f\u8457\u7684\u6548\u7387\u3002<\/p>\n<p>ASIC\u7684\u6838\u5fc3\u67b6\u69cb\u901a\u5e38\u5305\u62ec:<\/p>\n<ul>\n<li>\u70ba\u7279\u5b9a\u6f14\u7b97\u6cd5\u8a2d\u8a08\u7684\u5ba2\u88fd\u5316\u908f\u8f2f\u5340\u584a<\/li>\n<li>\u91dd\u5c0d\u9810\u5b9a\u64cd\u4f5c\u6700\u4f73\u5316\u7684\u8cc7\u6599\u8def\u5f91<\/li>\n<li>\u786c\u9023\u63a5\u63a7\u5236\u908f\u8f2f<\/li>\n<li>\u6700\u5c0f\u5316\u958b\u92b7\u96fb\u8def<\/li>\n<\/ul>\n<h2><strong>GPU\u67b6\u69cb\u6982\u8ff0<\/strong><\/h2>\n<p>GPU\u4f7f\u7528\u91dd\u5c0d\u6d6e\u9ede\u904b\u7b97\u548c\u77e9\u9663\u904b\u7b97\u6700\u4f73\u5316\u7684\u5927\u898f\u6a21\u5e73\u884c\u67b6\u69cb\u3002\u73fe\u4ee3GPU\u67b6\u69cb\u5305\u542b:<\/p>\n<ul>\n<li>\u591a\u500b\u4e32\u6d41\u591a\u8655\u7406\u5668(SM)<\/li>\n<li>\u6578\u5343\u500bCUDA\u6838\u5fc3\u6216\u4e32\u6d41\u8655\u7406\u5668<\/li>\n<li>\u5c08\u7528\u8a18\u61b6\u9ad4\u5c64\u6b21\u7d50\u69cb<\/li>\n<li>\u5c08\u9580\u7684\u6e32\u67d3\u8f38\u51fa\u55ae\u5143<\/li>\n<\/ul>\n<h2><strong>\u6280\u8853\u6548\u80fd\u6bd4\u8f03<\/strong><\/h2>\n<p>\u8b93\u6211\u5011\u900f\u904e\u5be6\u969b\u7bc4\u4f8b\u4f86\u7814\u7a76\u6548\u80fd\u6307\u6a19\u3002\u8003\u616e\u4e00\u500b\u5e38\u898b\u4efb\u52d9:\u77e9\u9663\u4e58\u6cd5\u5728\u5169\u7a2e\u67b6\u69cb\u4e0a\u7684\u4e0d\u540c\u5be6\u73fe\u3002<\/p>\n<p>\u5c0d\u65bcGPU,\u5178\u578b\u7684CUDA\u5be6\u73fe\u53ef\u80fd\u5982\u4e0b\u6240\u793a:<\/p>\n<pre><code>__global__ void matrixMul(float *A, float *B, float *C, int N) {\r\n    int row = blockIdx.y * blockDim.y + threadIdx.y;\r\n    int col = blockIdx.x * blockDim.x + threadIdx.x;\r\n    float sum = 0.0f;\r\n    \r\n    if (row < N &#038;&#038; col < N) {\r\n        for (int i = 0; i < N; i++) {\r\n            sum += A[row * N + i] * B[i * N + col];\r\n        }\r\n        C[row * N + col] = sum;\r\n    }\r\n}<\/code><\/pre>\n<p>\u76f8\u8f03\u4e4b\u4e0b,ASIC\u5be6\u73fe\u5229\u7528\u5c08\u7528\u786c\u9ad4\u77e9\u9663,\u900f\u904e\u7269\u7406\u96fb\u8def\u5be6\u73fe\u76f8\u540c\u7684\u904b\u7b97,\u7d50\u679c\u662f:<\/p>\n<ul>\n<li>\u80fd\u6548:\u6bd4GPU\u597d10-50\u500d<\/li>\n<li>\u5ef6\u9072:\u5948\u79d2\u7d1a\u56de\u61c9<\/li>\n<li>\u8655\u7406\u91cf:\u7531\u786c\u9ad4\u8a2d\u8a08\u6c7a\u5b9a<\/li>\n<\/ul>\n<h2><strong>\u7279\u5b9a\u67b6\u69cb\u7684\u4f7f\u7528\u5834\u666f<\/strong><\/h2>\n<p>ASIC\u61c9\u7528:<\/p>\n<ul>\n<li>\u7db2\u8def\u8cc7\u6599\u5305\u8655\u7406(\u5be6\u73fe\u4e9e\u5fae\u79d2\u7d1a\u5ef6\u9072)<\/li>\n<li>\u5373\u6642\u8a0a\u865f\u8655\u7406<\/li>\n<li>\u786c\u9ad4\u5b89\u5168\u6a21\u7d44<\/li>\n<li>\u9ad8\u983b\u4ea4\u6613\u7cfb\u7d71<\/li>\n<\/ul>\n<p>GPU\u6700\u4f73\u5834\u666f:<\/p>\n<ul>\n<li>\u6df1\u5ea6\u5b78\u7fd2\u63a8\u8ad6\u5f15\u64ce<\/li>\n<li>\u79d1\u5b78\u6a21\u64ec<\/li>\n<li>\u5373\u6642\u5716\u5f62\u6e32\u67d3<\/li>\n<li>\u5e73\u884c\u8cc7\u6599\u8655\u7406<\/li>\n<\/ul>\n<h2><strong>\u6548\u80fd\u6307\u6a19\u548c\u57fa\u6e96\u6e2c\u8a66<\/strong><\/h2>\n<p>\u5b9a\u91cf\u5206\u6790\u63ed\u793a\u4e86\u4e0d\u540c\u7684\u6548\u80fd\u7279\u5fb5:<\/p>\n<pre><code>\u6548\u80fd\u6307\u6a19          | ASIC              | GPU\r\n--------------------+-------------------+------------------\r\n\u80fd\u6e90\u6548\u7387           | 0.1-0.3 W\/TOPS   | 5-10 W\/TOPS\r\n\u5ef6\u9072               | 1-10 ns          | 100-1000 ns\r\n\u9748\u6d3b\u6027             | \u56fa\u5b9a\u529f\u80fd          | \u53ef\u7a0b\u5f0f\u5316\r\n\u958b\u767c\u6210\u672c           | 100-500\u842c\u7f8e\u5143     | \u57fa\u65bcSDK\r\n\u4e0a\u5e02\u6642\u9593           | 6-12\u500b\u6708         | \u5373\u6642<\/code><\/pre>\n<p>\u9019\u4e9b\u6307\u6a19\u5c55\u793a\u4e86\u70ba\u4ec0\u9ebcASIC\u5728\u7279\u5b9a\u61c9\u7528\u4e2d\u8868\u73fe\u51fa\u8272,\u800cGPU\u4fdd\u6301\u8457\u591a\u529f\u80fd\u6027\u512a\u52e2\u3002<\/p>\n<h2><strong>\u786c\u9ad4\u6574\u5408\u6ce8\u610f\u4e8b\u9805<\/strong><\/h2>\n<p>\u7cfb\u7d71\u67b6\u69cb\u5e2b\u5728\u5c07\u9019\u4e9b\u8655\u7406\u55ae\u5143\u6574\u5408\u5230\u4f3a\u670d\u5668\u57fa\u790e\u8a2d\u65bd\u6642\u5fc5\u9808\u8a55\u4f30\u5e7e\u500b\u95dc\u9375\u56e0\u7d20:<\/p>\n<pre><code>\u7cfb\u7d71\u7d44\u4ef6          | ASIC\u8981\u6c42            | GPU\u8981\u6c42\r\n-------------------+----------------------+-------------------\r\n\u4f9b\u96fb               | \u7a69\u5b9a,\u7279\u5b9a\u96fb\u58d3        | \u9ad8\u74e6\u6578\u96fb\u6e90\r\n\u6563\u71b1\u65b9\u6848           | \u88ab\u52d5\u6563\u71b1\u5373\u53ef         | \u4e3b\u52d5\u6563\u71b1\r\nPCIe\u901a\u9053           | \u53d6\u6c7a\u65bc\u61c9\u7528           | x16 Gen4\/Gen5\r\n\u8a18\u61b6\u9ad4\u4ecb\u9762         | \u5ba2\u88fd\u5316\/\u76f4\u63a5          | GDDR6\/HBM2<\/code><\/pre>\n<h2><strong>\u6700\u4f73\u5316\u6280\u8853<\/strong><\/h2>\n<p>\u70ba\u7372\u5f97\u6700\u5927\u6548\u80fd,\u6bcf\u7a2e\u67b6\u69cb\u90fd\u9700\u8981\u7279\u5b9a\u7684\u6700\u4f73\u5316\u65b9\u6cd5\u3002GPU\u6700\u4f73\u5316\u901a\u5e38\u6d89\u53ca\u8a18\u61b6\u9ad4\u5408\u4f75\u548c\u57f7\u884c\u7dd2\u7d44\u7e54:<\/p>\n<pre><code>\/\/ GPU\u8a18\u61b6\u9ad4\u5b58\u53d6\u6a21\u5f0f\u6700\u4f73\u5316\r\n__global__ void optimizedKernel(float* data, int N) {\r\n    __shared__ float sharedMem[BLOCK_SIZE];\r\n    int tid = threadIdx.x + blockIdx.x * blockDim.x;\r\n    \r\n    \/\/ \u5408\u4f75\u8a18\u61b6\u9ad4\u5b58\u53d6\r\n    if (tid < N) {\r\n        sharedMem[threadIdx.x] = data[tid];\r\n    }\r\n    __syncthreads();\r\n    \r\n    \/\/ \u8655\u7406\u8cc7\u6599\r\n    if (tid < N) {\r\n        data[tid] = computeFunction(sharedMem[threadIdx.x]);\r\n    }\r\n}<\/code><\/pre>\n<p>\u76f8\u53cd,ASIC\u6700\u4f73\u5316\u4e3b\u8981\u95dc\u6ce8\u786c\u9ad4\u7d1a\u7ba1\u7dda\u8a2d\u8a08\u548c\u8cc7\u6e90\u5229\u7528:<\/p>\n<ul>\n<li>\u6642\u8108\u57df\u6700\u4f73\u5316<\/li>\n<li>\u7ba1\u7dda\u968e\u6bb5\u5e73\u8861<\/li>\n<li>\u95dc\u9375\u8def\u5f91\u5206\u6790<\/li>\n<li>\u96fb\u6e90\u9598\u63a7\u7b56\u7565<\/li>\n<\/ul>\n<h2><strong>\u6210\u672c\u6548\u76ca\u5206\u6790<\/strong><\/h2>\n<p>\u5728\u8a55\u4f30\u4f3a\u670d\u5668\u90e8\u7f72\u7684\u8655\u7406\u89e3\u6c7a\u65b9\u6848\u6642,\u8acb\u8003\u616e\u4ee5\u4e0b\u56e0\u7d20:<\/p>\n<ul>\n<li>\u958b\u767c\u6210\u672c:\n<ul>\n<li>ASIC:\u524d\u671f\u6295\u8cc7\u9ad8,\u898f\u6a21\u5316\u5f8c\u55ae\u4f4d\u6210\u672c\u8f03\u4f4e<\/li>\n<li>GPU:\u9032\u5165\u9580\u6abb\u4f4e,\u55ae\u4f4d\u50f9\u683c\u7a69\u5b9a<\/li>\n<\/ul>\n<\/li>\n<li>\u71df\u904b\u6210\u672c:\n<ul>\n<li>\u529f\u8017\u6700\u4f73\u5316<\/li>\n<li>\u6563\u71b1\u57fa\u790e\u8a2d\u65bd\u8981\u6c42<\/li>\n<li>\u7dad\u8b77\u8003\u616e<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><strong>\u5be6\u4f5c\u6700\u4f73\u5be6\u52d9<\/strong><\/h2>\n<p>\u5728\u8a2d\u8a08\u9ad8\u6548\u80fd\u904b\u7b97\u89e3\u6c7a\u65b9\u6848\u6642,\u8acb\u8003\u616e\u9019\u4e9b\u6280\u8853\u5be6\u73fe\u6a21\u5f0f:<\/p>\n<pre><code>\u67b6\u69cb          | \u8a2d\u8a08\u6a21\u5f0f              | \u4f7f\u7528\u5834\u666f\r\n-------------+-----------------------+------------------\r\nASIC         | \u7ba1\u7dda\u5e73\u884c              | \u4e32\u6d41\u8655\u7406\r\nASIC         | \u8108\u52d5\u9663\u5217              | \u77e9\u9663\u904b\u7b97\r\nGPU          | SIMD\u5e73\u884c\u5316            | \u6279\u6b21\u8655\u7406\r\nGPU          | \u8a18\u61b6\u9ad4\u5c64\u6b21\u7d50\u69cb        | \u8cc7\u6599\u5bc6\u96c6\u578b<\/code><\/pre>\n<h2><strong>\u672a\u4f86\u6280\u8853\u8da8\u52e2<\/strong><\/h2>\n<p>\u5169\u7a2e\u67b6\u69cb\u7684\u65b0\u8208\u767c\u5c55\u90fd\u6307\u5411\u5e7e\u500b\u95dc\u9375\u8da8\u52e2:<\/p>\n<ul>\n<li>\u6df7\u5408\u904b\u7b97\u89e3\u6c7a\u65b9\u6848:\n<ul>\n<li>ASIC-GPU\u5354\u4f5c\u6846\u67b6<\/li>\n<li>\u52d5\u614b\u5de5\u4f5c\u8ca0\u8f09\u5206\u914d<\/li>\n<li>\u667a\u6167\u96fb\u6e90\u7ba1\u7406<\/li>\n<\/ul>\n<\/li>\n<li>\u5148\u9032\u88fd\u7a0b\u6280\u8853:\n<ul>\n<li>3\u5948\u7c73\u88fd\u7a0b\u63a1\u7528<\/li>\n<li>\u6676\u7247\u7d44\u67b6\u69cb\u6574\u5408<\/li>\n<li>3D\u5c01\u88dd\u6280\u8853<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><strong>\u6280\u8853\u5efa\u8b70<\/strong><\/h2>\n<p>\u57fa\u65bc\u67b6\u69cb\u5206\u6790,\u4ee5\u4e0b\u662f\u91dd\u5c0d\u4e0d\u540c\u904b\u7b97\u5834\u666f\u7684\u5177\u9ad4\u5efa\u8b70:<\/p>\n<pre><code>\u5de5\u4f5c\u8ca0\u8f09\u985e\u578b       | \u63a8\u85a6\u67b6\u69cb              | \u539f\u56e0\r\n--------------------+------------------------+----------------\r\n\u5373\u6642\u8655\u7406           | ASIC                   | \u78ba\u5b9a\u6027\u5ef6\u9072\r\n\u9748\u6d3b\u904b\u7b97           | GPU                    | \u7a0b\u5f0f\u8a2d\u8a08\u9069\u61c9\u6027\r\n\u6df7\u5408\u5de5\u4f5c\u8ca0\u8f09       | \u6df7\u5408\u89e3\u6c7a\u65b9\u6848           | \u6700\u4f73\u8cc7\u6e90\u5229\u7528\r\n\u7814\u767c               | GPU                    | \u5feb\u901f\u539f\u578b\u8a2d\u8a08<\/code><\/pre>\n<h2><strong>\u7d50\u8ad6<\/strong><\/h2>\n<p>ASIC\u548cGPU\u67b6\u69cb\u7684\u9078\u64c7\u6839\u672c\u4e0a\u53d6\u6c7a\u65bc\u5177\u9ad4\u7684\u904b\u7b97\u9700\u6c42\u3001\u958b\u767c\u8cc7\u6e90\u548c\u6548\u80fd\u7d04\u675f\u3002\u96d6\u7136ASIC\u5728\u5177\u6709\u56fa\u5b9a\u529f\u80fd\u7684\u5c08\u7528\u9ad8\u6548\u80fd\u61c9\u7528\u4e2d\u8868\u73fe\u51fa\u8272,\u4f46GPU\u5728\u591a\u6a23\u5316\u904b\u7b97\u4efb\u52d9\u4e2d\u63d0\u4f9b\u7121\u8207\u502b\u6bd4\u7684\u9748\u6d3b\u6027\u3002\u7406\u89e3\u9019\u4e9b\u67b6\u69cb\u5dee\u7570\u53ef\u4ee5\u70ba\u4f3a\u670d\u5668\u90e8\u7f72\u548c\u904b\u7b97\u57fa\u790e\u8a2d\u65bd\u5be6\u73fe\u6700\u4f73\u786c\u9ad4\u9078\u64c7\u3002<\/p>\n<p>\u5c0d\u65bc\u8003\u616e\u4f3a\u670d\u5668\u57fa\u790e\u8a2d\u65bd\u6700\u4f73\u5316\u7684\u7528\u6236,\u7279\u5225\u662f\u5728\u9999\u6e2f\u8cc7\u6599\u4e2d\u5fc3\u4e2d,ASIC\u548cGPU\u6574\u5408\u7684\u6c7a\u7b56\u61c9\u8a72\u8207\u5177\u9ad4\u7684\u5de5\u4f5c\u8ca0\u8f09\u7279\u5fb5\u548c\u6548\u80fd\u9700\u6c42\u4fdd\u6301\u4e00\u81f4\u3002\u9019\u7a2e\u6676\u7247\u67b6\u69cb\u5dee\u7570\u7684\u6280\u8853\u5206\u6790\u70ba\u5728\u73fe\u4ee3\u904b\u7b97\u74b0\u5883\u4e2d\u505a\u51fa\u660e\u667a\u7684\u786c\u9ad4\u52a0\u901f\u6c7a\u7b56\u5960\u5b9a\u4e86\u57fa\u790e\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5c08\u7528\u904b\u7b97\u67b6\u69cb\u9818\u57df,\u5c08\u7528\u7a4d\u9ad4\u96fb\u8def(ASIC)\u548c\u5716\u5f62\u8655\u7406\u55ae\u5143(GPU)\u4ee3\u8868\u4e86\u89e3\u6c7a\u8907\u96dc\u904b\u7b97\u6311\u6230\u7684\u5169\u7a2e\u4e0d\u540c\u65b9\u6cd5\u3002\u5c0d\u65bc [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-tw\/knowledge-tc\/asic-vs-gpu-deep-dive-into-computing-architecture\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":8,"featured_media":18068,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[268],"tags":[],"class_list":["post-18071","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-tc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ASIC\u8207GPU:\u6df1\u5165\u63a2\u8a0e\u904b\u7b97\u67b6\u69cb<\/title>\n<meta name=\"description\" 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