{"id":42983,"date":"2025-06-10T13:05:52","date_gmt":"2025-06-10T05:05:52","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/42983.html"},"modified":"2025-06-10T13:05:52","modified_gmt":"2025-06-10T05:05:52","slug":"2025-05-21%e5%8d%8e%e4%b8%ba%e6%9a%91%e6%9c%9f%e5%ae%9e%e4%b9%a0%e6%9c%ba%e8%af%95%e7%9c%9f%e9%a2%98%e3%80%90%e4%ba%91%e8%ae%a1%e7%ae%97%e6%9c%8d%e5%8a%a1%e5%99%a8gpu%e5%88%86%e9%85%8d%e3%80%91java-py","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/42983.html","title":{"rendered":"2025.05.21\u534e\u4e3a\u6691\u671f\u5b9e\u4e60\u673a\u8bd5\u771f\u9898\u3010\u4e91\u8ba1\u7b97\u670d\u52a1\u5668GPU\u5206\u914d\u3011Java\/Python\/C++\/JS\/C \u5b9e\u73b0"},"content":{"rendered":"<p id=\"main-toc\">\u76ee\u5f55<\/p>\n<p id=\"%E9%A2%98%E7%9B%AE-toc\">\u9898\u76ee<\/p>\n<p id=\"%E6%80%9D%E8%B7%AF-toc\">\u601d\u8def<\/p>\n<p id=\"Code-toc\">Code<\/p>\n<hr id=\"hr-toc\" \/>\n<h3>\u9898\u76ee<\/h3>\n<p>\u67d0\u4e91\u8ba1\u7b97\u670d\u52a1\u5546\u4e3a\u5ba2\u6237\u63d0\u4f9b M \u6570\u91cf GPU \u6838\u6570\u7684 GPU \u5206\u65f6\u79df\u7528\u670d\u52a1&#xff0c;\u79df\u7528\u8ba1\u8d39\u89c4\u5219\u4e3a:\u5141\u8bb8\u5ba2\u6237\u5728\u6bcf\u4e2a\u65f6\u95f4\u5355\u4f4d\u6309\u9700\u79df\u7528\u4e0d\u540c\u7684 GPU \u6838\u6570&#xff0c;\u6bcf\u4e2a\u65f6\u95f4\u5355\u4f4d\u6bcf\u4e2a GPU \u6838\u6570\u7684\u8d39\u7528\u4e3a R\u3002 \u73b0\u6709 N \u4e2a\u5ba2\u6237&#xff0c;\u6bcf\u4e2a\u5ba2\u6237\u6709\u591a\u4e2a\u4e0d\u91cd\u53e0\u65f6\u95f4\u6bb5\u79df\u7528\u4e00\u5b9a\u6570\u91cf\u7684 GPU \u6838\u6570\u7684\u79df\u7528\u9700\u6c42\u3002\u5bf9\u4e8e\u6709\u79df\u7528\u9700\u6c42\u7684\u5ba2\u6237&#xff0c;\u670d\u52a1\u5546\u53ef\u9009\u62e9\u7b7e\u7ea6\u6216\u4e0d\u7b7e\u7ea6&#xff0c;\u82e5\u9009\u62e9\u7b7e\u7ea6\u5219\u9700\u8981\u6ee1\u8db3\u79df\u7528\u9700\u6c42\u4e2d\u7684\u6240\u6709\u65f6\u95f4\u6bb5\u6240\u9700\u7684 GPU \u6838\u6570\u3002 \u4e3a\u4e86\u5b9e\u73b0\u79df\u91d1\u6700\u5927\u5316\u6536\u76ca&#xff0c;\u670d\u52a1\u5546\u9700\u5728\u786e\u4fdd\u4efb\u610f\u65f6\u95f4\u5355\u4f4d\u5185\u5206\u914d\u7684 GPU \u6838\u6570\u603b\u6570\u4e0d\u8d85\u8fc7 M \u7684\u57fa\u7840\u4e0a&#xff0c;\u9009\u62e9\u4e0e\u54ea\u4e9b\u5ba2\u6237\u7b7e\u7ea6\u79df\u7528\u534f\u8bae\u3002 \u8bf7\u8f93\u51fa\u79df\u91d1\u6700\u5927\u5316\u6536\u76ca\u4e0b\u7684\u79df\u91d1\u6700\u5927\u503c. \u8f93\u5165\u63cf\u8ff0 \u7b2c\u4e00\u884c\u4e3a M\u3001N\u3001R\u7684\u6570\u503c&#xff0c;\u4f9d\u6b21\u7528\u7a7a\u683c\u9694\u5f00&#xff0c;\u8f93\u5165\u683c\u5f0f\u4e3a M N R \u4ece\u7b2c\u4e8c\u884c\u5f00\u59cb&#xff0c;\u6bcf\u884c\u4e3a\u4e00\u4e2a\u5ba2\u6237\u7684\u79df\u7528\u9700\u6c42&#xff0c;\u5171 N \u884c\u3002\u6bcf\u884c\u76849\u7b2c\u4e00\u4e2a\u6570\u5b57\u4e3a\u8be5\u5ba2\u6237\u7aef\u7684\u65f6\u95f4\u6bb5\u4e2a\u6570timeSegmentNum &#xff0c;\u540e\u7eed\u4e3a timeSegmentNum \u4e2a\u65f6\u95f4\u6bb5\u53ca\u6240\u9700\u7684 GPU \u6838\u6570&#xff0c;\u65f6\u95f4\u6bb5\u4e2a\u6570timeSegmentNum \u4e0e\u65f6\u95f4\u6bb5\u4e4b\u95f4\u3001\u591a\u4e2a\u65f6\u95f4\u6bb5\u4e4b\u95f4\u5747\u7528\u7a7a\u683c\u5206\u5272\u3002\u540c\u4e00\u4e2a\u5ba2\u6237\u591a\u4e2a\u65f6\u95f4\u6bb5\u4e0d\u4f1a\u91cd\u53e0\u3002\u540c\u4e00\u4e2a\u5ba2\u6237\u591a\u4e2a\u65f6\u95f4\u6bb5\u5df2\u6309\u8d77\u59cb\u65f6\u95f4\u589e\u5e8f\u6392\u5e8f\u7ed9\u51fa \u6bcf\u4e2a\u65f6\u95f4\u6bb5\u53ca\u6240\u9700\u7684GPU\u6838\u6570, \u683c\u5f0f\u4e3a star \u8d77\u59cb\u65f6\u95f4\u7f16\u53f7:end \u7ed3\u675f\u65f6\u95f4\u7f16\u53f7:needCores \u8be5\u65f6\u95f4\u6bb5\u6240\u9700\u7684 GPU \u6838\u6570 \u53d8\u91cf\u53d6\u503c\u8303\u56f4 1 &lt;&#061; M &lt;&#061; 100000 1 &lt;&#061; N &lt;&#061; 10 1 &lt;&#061; R&lt;&#061; 10 0 &lt;&#061; start &lt;&#061; end &lt;&#061; 109 1&lt;&#061; needCores &lt;&#061; 10000 1 &lt;&#061;timeSegmentNum &lt;&#061; 100 \u5ba2\u6237\u7684\u79df\u7528\u9700\u6c42\u6837\u4f8b20:0:13:6:10 \u7684\u542b\u4e49\u662f\u5171\u67092\u4e2a\u65f6\u95f4\u6bb5,0:0:1\u8868\u793a\u5728\u7b2c0\u4e2a\u65f6\u95f4\u5355\u4f4d\u9700\u89811\u4e2aGPU\u6838&#xff0c;3:6:10 \u8868\u793a\u5728\u4ece 3 \u52306\u7684\u65f6\u95f4\u5355\u4f4d(\u5305\u542b3\u548c6)\u6bcf\u4e2a\u65f6\u95f4\u5355\u4f4d\u5747\u9700 10 \u4e2aGPU \u6838.<\/p>\n<p>\u8f93\u51fa\u63cf\u8ff0 \u603b\u79df\u91d1\u6700\u5927\u503c\u3002 \u5982\u679c\u4efb\u610f\u4e00\u4e2a\u5ba2\u6237\u7684\u9700\u6c42\u90fd\u65e0\u6cd5\u6ee1\u8db3&#xff0c;\u5219\u8f93\u51fa 0<\/p>\n<p>\u793a\u4f8b1&#xff1a; \u8f93\u5165&#xff1a; 10 3 2 2 0:8:5 9:23:10 2 0:8:5 9:18:10 1 0:8:5<\/p>\n<p>\u8f93\u51fa&#xff1a; 480 \u8bf4\u660e&#xff1a; \u51713\u4e2a\u5ba2\u6237\u3002 \u7531\u4e8e\u7b2c\u4e00\u4e2a\u5ba2\u6237\u548c\u7b2c\u4e09\u4e2a\u5ba2\u6237\u5728 9:18 \u65f6\u95f4\u8303\u56f4\u6bb5\u5185\u603b\u6838\u6570\u4e3a 20 \u8d85\u8fc7\u4e86 10&#xff0c;\u6240\u4ee5\u65e0\u6cd5\u540c\u65f6\u63a5\u53d7\u6700\u5927\u65e5\u79df\u91d1\u65b9\u6848\u4e3a:\u63a5\u7eb3\u7b2c\u4e00\u4e2a\u5ba2\u6237\u548c\u7b2c\u4e09\u4e2a\u5ba2\u6237\u7684\u9700\u6c42\u3002 \u7b2c\u4e00\u4e2a\u5ba2\u6237\u5171\u9700\u8981\u7684 GPU \u6838\u6570\u4e3a9*5&#043; 15*10 &#061; 195 \u7b2c\u4e09\u4e2a\u6bcf\u6237\u5171\u9700\u8981\u7684 GPU \u6838\u6570\u4e3a 9*5 &#061; 45 \u6700\u5927\u65e5\u79df\u91d1\u503c\u4e3a(195 &#043;45)*2&#061; 480<\/p>\n<p> \u793a\u4f8b2&#xff1a; \u8f93\u5165&#xff1a; 10 2 1 1 0:3:6 1 3:10:6<\/p>\n<p>\u8f93\u51fa&#xff1a; 48 \u8bf4\u660e&#xff1a; \u6700\u5927 GPU \u6838\u6570\u4e3a 10 &#xff0c;\u5171 2 \u4e2a\u5ba2\u6237\u3002 \u7b2c\u4e00\u4e2a\u5ba2\u6237\u548c\u7b2c\u4e8c\u4e2a\u5ba2\u6237\u5728 3 \u65f6\u95f4\u70b9&#xff0c;\u603b\u6838\u6570\u4e3a 12 \u8d85\u8fc7\u4e86 10 &#xff0c;\u6240\u4ee5\u65e0\u6cd5\u540c\u65f6\u63a5\u53d7 \u7b2c\u4e00\u4e2a\u5ba2\u6237\u5171\u9700\u8981\u7684 GPU \u6838\u6570\u4e3a4*6&#061;24 \u7b2c\u4e09\u4e2a\u6bcf\u6237\u5171\u9700\u8981\u7684 GPU \u6838\u6570\u4e3a8*6&#061;48 \u4e3a\u6ee1\u8db3\u6700\u5927\u79df\u91d1&#xff0c;\u91c7\u7eb3\u7b2c\u4e8c\u4e2a\u5ba2\u6237&#xff0c;\u6700\u5927\u65e5\u79df\u91d1\u503c\u4e3a 48*1&#061;48<\/p>\n<h2 id=\"%E8%80%83%E7%82%B9\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250610050551-6847bd2fa10ab.jpg\" \/><\/h2>\n<\/p>\n<h2 id=\"Code\">Python<\/h2>\n<p>def calculate_max_rent(M, N, R, customers):<br \/>\n    &#034;&#034;&#034;<br \/>\n    \u8ba1\u7b97\u6700\u5927\u79df\u91d1\u6536\u76ca<br \/>\n    :param M: GPU\u603b\u6838\u6570<br \/>\n    :param N: \u5ba2\u6237\u6570\u91cf<br \/>\n    :param R: \u5355\u4f4d\u79df\u91d1<br \/>\n    :param customers: \u5ba2\u6237\u9700\u6c42\u5217\u8868<br \/>\n    :return: \u6700\u5927\u79df\u91d1<br \/>\n    &#034;&#034;&#034;<br \/>\n    # \u5b58\u50a8\u6240\u6709\u65f6\u95f4\u70b9\u7684GPU\u4f7f\u7528\u60c5\u51b5<br \/>\n    time_usage &#061; {}<br \/>\n    max_rent &#061; [0]  # \u4f7f\u7528\u5217\u8868\u5b58\u50a8\u6700\u5927\u79df\u91d1&#xff0c;\u4fbf\u4e8e\u5728\u9012\u5f52\u4e2d\u4fee\u6539<\/p>\n<p>    def check_valid(customer_idx):<br \/>\n        &#034;&#034;&#034;<br \/>\n        \u68c0\u67e5\u6dfb\u52a0\u67d0\u4e2a\u5ba2\u6237\u540e\u662f\u5426\u8d85\u8fc7GPU\u9650\u5236<br \/>\n        :param customer_idx: \u5ba2\u6237\u7d22\u5f15<br \/>\n        :return: \u662f\u5426\u6709\u6548<br \/>\n        &#034;&#034;&#034;<br \/>\n        for segment in customers[customer_idx]:<br \/>\n            start, end, cores &#061; segment<br \/>\n            for t in range(start, end &#043; 1):<br \/>\n                if time_usage.get(t, 0) &#043; cores &gt; M:<br \/>\n                    return False<br \/>\n        return True<\/p>\n<p>    def add_customer(customer_idx):<br \/>\n        &#034;&#034;&#034;<br \/>\n        \u6dfb\u52a0\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n        :param customer_idx: \u5ba2\u6237\u7d22\u5f15<br \/>\n        &#034;&#034;&#034;<br \/>\n        rent &#061; 0<br \/>\n        for segment in customers[customer_idx]:<br \/>\n            start, end, cores &#061; segment<br \/>\n            for t in range(start, end &#043; 1):<br \/>\n                time_usage[t] &#061; time_usage.get(t, 0) &#043; cores<br \/>\n            rent &#043;&#061; (end &#8211; start &#043; 1) * cores<br \/>\n        return rent<\/p>\n<p>    def remove_customer(customer_idx):<br \/>\n        &#034;&#034;&#034;<br \/>\n        \u79fb\u9664\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n        :param customer_idx: \u5ba2\u6237\u7d22\u5f15<br \/>\n        &#034;&#034;&#034;<br \/>\n        for segment in customers[customer_idx]:<br \/>\n            start, end, cores &#061; segment<br \/>\n            for t in range(start, end &#043; 1):<br \/>\n                time_usage[t] &#061; time_usage.get(t, 0) &#8211; cores<\/p>\n<p>    def backtrack(idx, current_rent):<br \/>\n        &#034;&#034;&#034;<br \/>\n        \u56de\u6eaf\u51fd\u6570<br \/>\n        :param idx: \u5f53\u524d\u5904\u7406\u7684\u5ba2\u6237\u7d22\u5f15<br \/>\n        :param current_rent: \u5f53\u524d\u79df\u91d1<br \/>\n        &#034;&#034;&#034;<br \/>\n        if idx &#061;&#061; N:<br \/>\n            max_rent[0] &#061; max(max_rent[0], current_rent)<br \/>\n            return<\/p>\n<p>        # \u4e0d\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        backtrack(idx &#043; 1, current_rent)<\/p>\n<p>        # \u5c1d\u8bd5\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        if check_valid(idx):<br \/>\n            rent &#061; add_customer(idx)<br \/>\n            backtrack(idx &#043; 1, current_rent &#043; rent)<br \/>\n            remove_customer(idx)<\/p>\n<p>    # \u89e3\u6790\u8f93\u5165\u6570\u636e<br \/>\n    parsed_customers &#061; []<br \/>\n    for customer in customers:<br \/>\n        segments &#061; []<br \/>\n        num_segments &#061; customer[0]<br \/>\n        i &#061; 1<br \/>\n        while i &lt; len(customer):<br \/>\n            start, end, cores &#061; map(int, customer[i].split(&#039;:&#039;))<br \/>\n            segments.append((start, end, cores))<br \/>\n            i &#043;&#061; 1<br \/>\n        parsed_customers.append(segments)<\/p>\n<p>    # \u5f00\u59cb\u56de\u6eaf<br \/>\n    backtrack(0, 0)<\/p>\n<p>    return max_rent[0] * R<\/p>\n<p>def parse_input():<br \/>\n    &#034;&#034;&#034;<br \/>\n    \u89e3\u6790\u8f93\u5165\u6570\u636e<br \/>\n    \u8fd4\u56de&#xff1a;M, N, R \u548c\u5ba2\u6237\u9700\u6c42\u5217\u8868<br \/>\n    &#034;&#034;&#034;<br \/>\n    # \u8bfb\u53d6\u7b2c\u4e00\u884c<br \/>\n    M, N, R &#061; map(int, input().split())<\/p>\n<p>    # \u8bfb\u53d6\u5ba2\u6237\u9700\u6c42<br \/>\n    customers &#061; []<br \/>\n    for _ in range(N):<br \/>\n        # \u89e3\u6790\u6bcf\u884c\u6570\u636e<br \/>\n        line &#061; input().split()<br \/>\n        num_segments &#061; int(line[0])  # \u7b2c\u4e00\u4e2a\u6570\u5b57\u662f\u65f6\u95f4\u6bb5\u6570\u91cf<\/p>\n<p>        # \u89e3\u6790\u8be5\u5ba2\u6237\u7684\u6240\u6709\u65f6\u95f4\u6bb5<br \/>\n        segments &#061; []<br \/>\n        for i in range(1, num_segments &#043; 1):<br \/>\n            start, end, cores &#061; map(int, line[i].split(&#039;:&#039;))<br \/>\n            segments.append((start, end, cores))<\/p>\n<p>        customers.append(segments)<\/p>\n<p>    return M, N, R, customers<\/p>\n<p>def main():<br \/>\n    # \u89e3\u6790\u8f93\u5165<br \/>\n    M, N, R, customers &#061; parse_input()<\/p>\n<p>    # \u8ba1\u7b97\u6700\u5927\u79df\u91d1<br \/>\n    result &#061; calculate_max_rent(M, N, R, customers)<br \/>\n    print(result)<\/p>\n<p>if __name__ &#061;&#061; &#034;__main__&#034;:<br \/>\n    main() <\/p>\n<h2 id=\"Code\">\u00a0Java<\/h2>\n<p>import java.util.*;<\/p>\n<p>public class Main {<br \/>\n    static int M, N, R;<br \/>\n    static List&lt;List&lt;Segment&gt;&gt; customers;<br \/>\n    static Map&lt;Integer, Integer&gt; timeUsage;<br \/>\n    static int maxRent;<\/p>\n<p>    \/\/ \u5b9a\u4e49\u65f6\u95f4\u6bb5\u7c7b<br \/>\n    static class Segment {<br \/>\n        int start, end, cores;<\/p>\n<p>        Segment(int start, int end, int cores) {<br \/>\n            this.start &#061; start;<br \/>\n            this.end &#061; end;<br \/>\n            this.cores &#061; cores;<br \/>\n        }<br \/>\n    }<\/p>\n<p>    public static void main(String[] args) {<br \/>\n        Scanner scanner &#061; new Scanner(System.in);<\/p>\n<p>        \/\/ \u8bfb\u53d6\u57fa\u672c\u53c2\u6570<br \/>\n        M &#061; scanner.nextInt();<br \/>\n        N &#061; scanner.nextInt();<br \/>\n        R &#061; scanner.nextInt();<br \/>\n        scanner.nextLine(); \/\/ \u6d88\u8017\u6362\u884c\u7b26<\/p>\n<p>        \/\/ \u521d\u59cb\u5316\u6570\u636e\u7ed3\u6784<br \/>\n        customers &#061; new ArrayList&lt;&gt;();<br \/>\n        timeUsage &#061; new HashMap&lt;&gt;();<br \/>\n        maxRent &#061; 0;<\/p>\n<p>        \/\/ \u8bfb\u53d6\u5ba2\u6237\u9700\u6c42<br \/>\n        for (int i &#061; 0; i &lt; N; i&#043;&#043;) {<br \/>\n            String[] parts &#061; scanner.nextLine().split(&#034; &#034;);<br \/>\n            int numSegments &#061; Integer.parseInt(parts[0]);<br \/>\n            List&lt;Segment&gt; customerSegments &#061; new ArrayList&lt;&gt;();<\/p>\n<p>            \/\/ \u89e3\u6790\u6bcf\u4e2a\u65f6\u95f4\u6bb5<br \/>\n            for (int j &#061; 1; j &lt;&#061; numSegments; j&#043;&#043;) {<br \/>\n                String[] segmentParts &#061; parts[j].split(&#034;:&#034;);<br \/>\n                int start &#061; Integer.parseInt(segmentParts[0]);<br \/>\n                int end &#061; Integer.parseInt(segmentParts[1]);<br \/>\n                int cores &#061; Integer.parseInt(segmentParts[2]);<br \/>\n                customerSegments.add(new Segment(start, end, cores));<br \/>\n            }<br \/>\n            customers.add(customerSegments);<br \/>\n        }<\/p>\n<p>        \/\/ \u5f00\u59cb\u56de\u6eaf\u8ba1\u7b97<br \/>\n        backtrack(0, 0);<\/p>\n<p>        \/\/ \u8f93\u51fa\u7ed3\u679c<br \/>\n        System.out.println(maxRent * R);<\/p>\n<p>        scanner.close();<br \/>\n    }<\/p>\n<p>    \/\/ \u68c0\u67e5\u662f\u5426\u53ef\u4ee5\u6dfb\u52a0\u5ba2\u6237<br \/>\n    static boolean checkValid(int customerIdx) {<br \/>\n        for (Segment seg : customers.get(customerIdx)) {<br \/>\n            for (int t &#061; seg.start; t &lt;&#061; seg.end; t&#043;&#043;) {<br \/>\n                if (timeUsage.getOrDefault(t, 0) &#043; seg.cores &gt; M) {<br \/>\n                    return false;<br \/>\n                }<br \/>\n            }<br \/>\n        }<br \/>\n        return true;<br \/>\n    }<\/p>\n<p>    \/\/ \u6dfb\u52a0\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf\u5e76\u8fd4\u56de\u79df\u91d1<br \/>\n    static int addCustomer(int customerIdx) {<br \/>\n        int rent &#061; 0;<br \/>\n        for (Segment seg : customers.get(customerIdx)) {<br \/>\n            for (int t &#061; seg.start; t &lt;&#061; seg.end; t&#043;&#043;) {<br \/>\n                timeUsage.put(t, timeUsage.getOrDefault(t, 0) &#043; seg.cores);<br \/>\n            }<br \/>\n            rent &#043;&#061; (seg.end &#8211; seg.start &#043; 1) * seg.cores;<br \/>\n        }<br \/>\n        return rent;<br \/>\n    }<\/p>\n<p>    \/\/ \u79fb\u9664\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n    static void removeCustomer(int customerIdx) {<br \/>\n        for (Segment seg : customers.get(customerIdx)) {<br \/>\n            for (int t &#061; seg.start; t &lt;&#061; seg.end; t&#043;&#043;) {<br \/>\n                timeUsage.put(t, timeUsage.get(t) &#8211; seg.cores);<br \/>\n            }<br \/>\n        }<br \/>\n    }<\/p>\n<p>    \/\/ \u56de\u6eaf\u51fd\u6570<br \/>\n    static void backtrack(int idx, int currentRent) {<br \/>\n        if (idx &#061;&#061; N) {<br \/>\n            maxRent &#061; Math.max(maxRent, currentRent);<br \/>\n            return;<br \/>\n        }<\/p>\n<p>        \/\/ \u4e0d\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        backtrack(idx &#043; 1, currentRent);<\/p>\n<p>        \/\/ \u5c1d\u8bd5\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        if (checkValid(idx)) {<br \/>\n            int rent &#061; addCustomer(idx);<br \/>\n            backtrack(idx &#043; 1, currentRent &#043; rent);<br \/>\n            removeCustomer(idx);<br \/>\n        }<br \/>\n    }<br \/>\n} <\/p>\n<h2 id=\"Code\">\u00a0C&#043;&#043;<\/h2>\n<p>#include &lt;iostream&gt;<br \/>\n#include &lt;vector&gt;<br \/>\n#include &lt;unordered_map&gt;<br \/>\n#include &lt;string&gt;<br \/>\n#include &lt;sstream&gt;<br \/>\nusing namespace std;<\/p>\n<p>\/\/ \u5b9a\u4e49\u65f6\u95f4\u6bb5\u7ed3\u6784<br \/>\nstruct Segment {<br \/>\n    int start, end, cores;<br \/>\n    Segment(int s, int e, int c) : start(s), end(e), cores(c) {}<br \/>\n};<\/p>\n<p>class GPURental {<br \/>\nprivate:<br \/>\n    int M, N, R;<br \/>\n    vector&lt;vector&lt;Segment&gt;&gt; customers;<br \/>\n    unordered_map&lt;int, int&gt; timeUsage;<br \/>\n    int maxRent;<\/p>\n<p>    \/\/ \u68c0\u67e5\u662f\u5426\u53ef\u4ee5\u6dfb\u52a0\u5ba2\u6237<br \/>\n    bool checkValid(int customerIdx) {<br \/>\n        for (const auto&amp; seg : customers[customerIdx]) {<br \/>\n            for (int t &#061; seg.start; t &lt;&#061; seg.end; t&#043;&#043;) {<br \/>\n                if (timeUsage[t] &#043; seg.cores &gt; M) {<br \/>\n                    return false;<br \/>\n                }<br \/>\n            }<br \/>\n        }<br \/>\n        return true;<br \/>\n    }<\/p>\n<p>    \/\/ \u6dfb\u52a0\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n    int addCustomer(int customerIdx) {<br \/>\n        int rent &#061; 0;<br \/>\n        for (const auto&amp; seg : customers[customerIdx]) {<br \/>\n            for (int t &#061; seg.start; t &lt;&#061; seg.end; t&#043;&#043;) {<br \/>\n                timeUsage[t] &#043;&#061; seg.cores;<br \/>\n            }<br \/>\n            rent &#043;&#061; (seg.end &#8211; seg.start &#043; 1) * seg.cores;<br \/>\n        }<br \/>\n        return rent;<br \/>\n    }<\/p>\n<p>    \/\/ \u79fb\u9664\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n    void removeCustomer(int customerIdx) {<br \/>\n        for (const auto&amp; seg : customers[customerIdx]) {<br \/>\n            for (int t &#061; seg.start; t &lt;&#061; seg.end; t&#043;&#043;) {<br \/>\n                timeUsage[t] -&#061; seg.cores;<br \/>\n            }<br \/>\n        }<br \/>\n    }<\/p>\n<p>    \/\/ \u56de\u6eaf\u51fd\u6570<br \/>\n    void backtrack(int idx, int currentRent) {<br \/>\n        if (idx &#061;&#061; N) {<br \/>\n            maxRent &#061; max(maxRent, currentRent);<br \/>\n            return;<br \/>\n        }<\/p>\n<p>        \/\/ \u4e0d\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        backtrack(idx &#043; 1, currentRent);<\/p>\n<p>        \/\/ \u5c1d\u8bd5\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        if (checkValid(idx)) {<br \/>\n            int rent &#061; addCustomer(idx);<br \/>\n            backtrack(idx &#043; 1, currentRent &#043; rent);<br \/>\n            removeCustomer(idx);<br \/>\n        }<br \/>\n    }<\/p>\n<p>public:<br \/>\n    GPURental() : maxRent(0) {}<\/p>\n<p>    \/\/ \u89e3\u6790\u8f93\u5165\u5e76\u6c42\u89e3<br \/>\n    int solve() {<br \/>\n        \/\/ \u8bfb\u53d6\u57fa\u672c\u53c2\u6570<br \/>\n        cin &gt;&gt; M &gt;&gt; N &gt;&gt; R;<br \/>\n        cin.ignore(); \/\/ \u5ffd\u7565\u6362\u884c\u7b26<\/p>\n<p>        \/\/ \u8bfb\u53d6\u5ba2\u6237\u9700\u6c42<br \/>\n        for (int i &#061; 0; i &lt; N; i&#043;&#043;) {<br \/>\n            string line;<br \/>\n            getline(cin, line);<br \/>\n            istringstream iss(line);<\/p>\n<p>            int numSegments;<br \/>\n            iss &gt;&gt; numSegments;<\/p>\n<p>            vector&lt;Segment&gt; customerSegments;<br \/>\n            string segmentStr;<\/p>\n<p>            \/\/ \u8bfb\u53d6\u6bcf\u4e2a\u65f6\u95f4\u6bb5<br \/>\n            for (int j &#061; 0; j &lt; numSegments; j&#043;&#043;) {<br \/>\n                iss &gt;&gt; segmentStr;<br \/>\n                size_t pos1 &#061; segmentStr.find(&#039;:&#039;);<br \/>\n                size_t pos2 &#061; segmentStr.find(&#039;:&#039;, pos1 &#043; 1);<\/p>\n<p>                int start &#061; stoi(segmentStr.substr(0, pos1));<br \/>\n                int end &#061; stoi(segmentStr.substr(pos1 &#043; 1, pos2 &#8211; pos1 &#8211; 1));<br \/>\n                int cores &#061; stoi(segmentStr.substr(pos2 &#043; 1));<\/p>\n<p>                customerSegments.emplace_back(start, end, cores);<br \/>\n            }<br \/>\n            customers.push_back(customerSegments);<br \/>\n        }<\/p>\n<p>        \/\/ \u5f00\u59cb\u56de\u6eaf\u8ba1\u7b97<br \/>\n        backtrack(0, 0);<\/p>\n<p>        return maxRent * R;<br \/>\n    }<br \/>\n};<\/p>\n<p>int main() {<br \/>\n    GPURental solver;<br \/>\n    cout &lt;&lt; solver.solve() &lt;&lt; endl;<br \/>\n    return 0;<br \/>\n} <\/p>\n<h2 id=\"Code\">\u00a0JavaScript<\/h2>\n<p>const readline &#061; require(&#039;readline&#039;);<\/p>\n<p>class GPURental {<br \/>\n    constructor() {<br \/>\n        this.M &#061; 0;<br \/>\n        this.N &#061; 0;<br \/>\n        this.R &#061; 0;<br \/>\n        this.customers &#061; [];<br \/>\n        this.timeUsage &#061; new Map();<br \/>\n        this.maxRent &#061; 0;<br \/>\n    }<\/p>\n<p>    \/\/ \u68c0\u67e5\u662f\u5426\u53ef\u4ee5\u6dfb\u52a0\u5ba2\u6237<br \/>\n    checkValid(customerIdx) {<br \/>\n        for (const segment of this.customers[customerIdx]) {<br \/>\n            for (let t &#061; segment.start; t &lt;&#061; segment.end; t&#043;&#043;) {<br \/>\n                if ((this.timeUsage.get(t) || 0) &#043; segment.cores &gt; this.M) {<br \/>\n                    return false;<br \/>\n                }<br \/>\n            }<br \/>\n        }<br \/>\n        return true;<br \/>\n    }<\/p>\n<p>    \/\/ \u6dfb\u52a0\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n    addCustomer(customerIdx) {<br \/>\n        let rent &#061; 0;<br \/>\n        for (const segment of this.customers[customerIdx]) {<br \/>\n            for (let t &#061; segment.start; t &lt;&#061; segment.end; t&#043;&#043;) {<br \/>\n                this.timeUsage.set(t, (this.timeUsage.get(t) || 0) &#043; segment.cores);<br \/>\n            }<br \/>\n            rent &#043;&#061; (segment.end &#8211; segment.start &#043; 1) * segment.cores;<br \/>\n        }<br \/>\n        return rent;<br \/>\n    }<\/p>\n<p>    \/\/ \u79fb\u9664\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\n    removeCustomer(customerIdx) {<br \/>\n        for (const segment of this.customers[customerIdx]) {<br \/>\n            for (let t &#061; segment.start; t &lt;&#061; segment.end; t&#043;&#043;) {<br \/>\n                this.timeUsage.set(t, (this.timeUsage.get(t) || 0) &#8211; segment.cores);<br \/>\n            }<br \/>\n        }<br \/>\n    }<\/p>\n<p>    \/\/ \u56de\u6eaf\u51fd\u6570<br \/>\n    backtrack(idx, currentRent) {<br \/>\n        if (idx &#061;&#061;&#061; this.N) {<br \/>\n            this.maxRent &#061; Math.max(this.maxRent, currentRent);<br \/>\n            return;<br \/>\n        }<\/p>\n<p>        \/\/ \u4e0d\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        this.backtrack(idx &#043; 1, currentRent);<\/p>\n<p>        \/\/ \u5c1d\u8bd5\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n        if (this.checkValid(idx)) {<br \/>\n            const rent &#061; this.addCustomer(idx);<br \/>\n            this.backtrack(idx &#043; 1, currentRent &#043; rent);<br \/>\n            this.removeCustomer(idx);<br \/>\n        }<br \/>\n    }<\/p>\n<p>    \/\/ \u89e3\u6790\u8f93\u5165\u5e76\u6c42\u89e3<br \/>\n    solve(input) {<br \/>\n        const lines &#061; input.trim().split(&#039;\\\\n&#039;);<\/p>\n<p>        \/\/ \u89e3\u6790\u7b2c\u4e00\u884c<br \/>\n        [this.M, this.N, this.R] &#061; lines[0].split(&#039; &#039;).map(Number);<\/p>\n<p>        \/\/ \u89e3\u6790\u5ba2\u6237\u9700\u6c42<br \/>\n        for (let i &#061; 1; i &lt;&#061; this.N; i&#043;&#043;) {<br \/>\n            const parts &#061; lines[i].split(&#039; &#039;);<br \/>\n            const numSegments &#061; parseInt(parts[0]);<br \/>\n            const segments &#061; [];<\/p>\n<p>            \/\/ \u89e3\u6790\u6bcf\u4e2a\u65f6\u95f4\u6bb5<br \/>\n            for (let j &#061; 1; j &lt;&#061; numSegments; j&#043;&#043;) {<br \/>\n                const [start, end, cores] &#061; parts[j].split(&#039;:&#039;).map(Number);<br \/>\n                segments.push({ start, end, cores });<br \/>\n            }<br \/>\n            this.customers.push(segments);<br \/>\n        }<\/p>\n<p>        \/\/ \u5f00\u59cb\u56de\u6eaf\u8ba1\u7b97<br \/>\n        this.backtrack(0, 0);<\/p>\n<p>        return this.maxRent * this.R;<br \/>\n    }<br \/>\n}<\/p>\n<p>\/\/ \u5904\u7406\u8f93\u5165<br \/>\nlet inputLines &#061; [];<br \/>\nconst rl &#061; readline.createInterface({<br \/>\n    input: process.stdin,<br \/>\n    output: process.stdout<br \/>\n});<\/p>\n<p>rl.on(&#039;line&#039;, (line) &#061;&gt; {<br \/>\n    inputLines.push(line);<br \/>\n});<\/p>\n<p>rl.on(&#039;close&#039;, () &#061;&gt; {<br \/>\n    const solver &#061; new GPURental();<br \/>\n    console.log(solver.solve(inputLines.join(&#039;\\\\n&#039;)));<br \/>\n}); <\/p>\n<h2 id=\"Code\">\u00a0C\u8bed\u8a00<\/h2>\n<p>#include &lt;stdio.h&gt;<br \/>\n#include &lt;stdlib.h&gt;<br \/>\n#include &lt;string.h&gt;<\/p>\n<p>#define MAX_N 10<br \/>\n#define MAX_SEGMENTS 100<br \/>\n#define MAX_LINE 1024<\/p>\n<p>\/\/ \u5b9a\u4e49\u65f6\u95f4\u6bb5\u7ed3\u6784<br \/>\nstruct Segment {<br \/>\n    int start;<br \/>\n    int end;<br \/>\n    int cores;<br \/>\n};<\/p>\n<p>\/\/ \u5b9a\u4e49\u5ba2\u6237\u7ed3\u6784<br \/>\nstruct Customer {<br \/>\n    int numSegments;<br \/>\n    struct Segment segments[MAX_SEGMENTS];<br \/>\n};<\/p>\n<p>\/\/ \u5168\u5c40\u53d8\u91cf<br \/>\nint M, N, R;<br \/>\nstruct Customer customers[MAX_N];<br \/>\nint* timeUsage &#061; NULL;  \/\/ \u4f7f\u7528\u52a8\u6001\u5206\u914d\u7684\u6570\u7ec4<br \/>\nint maxRent &#061; 0;<br \/>\nint maxTime &#061; 0;  \/\/ \u8ddf\u8e2a\u6700\u5927\u65f6\u95f4\u503c<\/p>\n<p>\/\/ \u68c0\u67e5\u662f\u5426\u53ef\u4ee5\u6dfb\u52a0\u5ba2\u6237<br \/>\nint checkValid(int customerIdx) {<br \/>\n    struct Customer* customer &#061; &amp;customers[customerIdx];<br \/>\n    for (int i &#061; 0; i &lt; customer-&gt;numSegments; i&#043;&#043;) {<br \/>\n        struct Segment* seg &#061; &amp;customer-&gt;segments[i];<br \/>\n        for (int t &#061; seg-&gt;start; t &lt;&#061; seg-&gt;end; t&#043;&#043;) {<br \/>\n            if (timeUsage[t] &#043; seg-&gt;cores &gt; M) {<br \/>\n                return 0;<br \/>\n            }<br \/>\n        }<br \/>\n    }<br \/>\n    return 1;<br \/>\n}<\/p>\n<p>\/\/ \u6dfb\u52a0\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\nint addCustomer(int customerIdx) {<br \/>\n    int rent &#061; 0;<br \/>\n    struct Customer* customer &#061; &amp;customers[customerIdx];<br \/>\n    for (int i &#061; 0; i &lt; customer-&gt;numSegments; i&#043;&#043;) {<br \/>\n        struct Segment* seg &#061; &amp;customer-&gt;segments[i];<br \/>\n        for (int t &#061; seg-&gt;start; t &lt;&#061; seg-&gt;end; t&#043;&#043;) {<br \/>\n            timeUsage[t] &#043;&#061; seg-&gt;cores;<br \/>\n        }<br \/>\n        rent &#043;&#061; (seg-&gt;end &#8211; seg-&gt;start &#043; 1) * seg-&gt;cores;<br \/>\n    }<br \/>\n    return rent;<br \/>\n}<\/p>\n<p>\/\/ \u79fb\u9664\u5ba2\u6237\u7684GPU\u4f7f\u7528\u91cf<br \/>\nvoid removeCustomer(int customerIdx) {<br \/>\n    struct Customer* customer &#061; &amp;customers[customerIdx];<br \/>\n    for (int i &#061; 0; i &lt; customer-&gt;numSegments; i&#043;&#043;) {<br \/>\n        struct Segment* seg &#061; &amp;customer-&gt;segments[i];<br \/>\n        for (int t &#061; seg-&gt;start; t &lt;&#061; seg-&gt;end; t&#043;&#043;) {<br \/>\n            timeUsage[t] -&#061; seg-&gt;cores;<br \/>\n        }<br \/>\n    }<br \/>\n}<\/p>\n<p>\/\/ \u56de\u6eaf\u51fd\u6570<br \/>\nvoid backtrack(int idx, int currentRent) {<br \/>\n    if (idx &#061;&#061; N) {<br \/>\n        if (currentRent &gt; maxRent) {<br \/>\n            maxRent &#061; currentRent;<br \/>\n        }<br \/>\n        return;<br \/>\n    }<\/p>\n<p>    \/\/ \u4e0d\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n    backtrack(idx &#043; 1, currentRent);<\/p>\n<p>    \/\/ \u5c1d\u8bd5\u9009\u62e9\u5f53\u524d\u5ba2\u6237<br \/>\n    if (checkValid(idx)) {<br \/>\n        int rent &#061; addCustomer(idx);<br \/>\n        backtrack(idx &#043; 1, currentRent &#043; rent);<br \/>\n        removeCustomer(idx);<br \/>\n    }<br \/>\n}<\/p>\n<p>\/\/ \u89e3\u6790\u65f6\u95f4\u6bb5\u5b57\u7b26\u4e32<br \/>\nvoid parseSegment(char* str, struct Segment* segment) {<br \/>\n    char* start &#061; str;<br \/>\n    char* end &#061; strchr(str, &#039;:&#039;);<br \/>\n    *end &#061; &#039;\\\\0&#039;;<br \/>\n    segment-&gt;start &#061; atoi(start);<\/p>\n<p>    start &#061; end &#043; 1;<br \/>\n    end &#061; strchr(start, &#039;:&#039;);<br \/>\n    *end &#061; &#039;\\\\0&#039;;<br \/>\n    segment-&gt;end &#061; atoi(start);<\/p>\n<p>    start &#061; end &#043; 1;<br \/>\n    segment-&gt;cores &#061; atoi(start);<\/p>\n<p>    \/\/ \u66f4\u65b0\u6700\u5927\u65f6\u95f4\u503c<br \/>\n    if (segment-&gt;end &gt; maxTime) {<br \/>\n        maxTime &#061; segment-&gt;end;<br \/>\n    }<br \/>\n}<\/p>\n<p>int main() {<br \/>\n    char line[MAX_LINE];<\/p>\n<p>    \/\/ \u8bfb\u53d6\u57fa\u672c\u53c2\u6570<br \/>\n    scanf(&#034;%d %d %d\\\\n&#034;, &amp;M, &amp;N, &amp;R);<\/p>\n<p>    \/\/ \u8bfb\u53d6\u5ba2\u6237\u9700\u6c42<br \/>\n    for (int i &#061; 0; i &lt; N; i&#043;&#043;) {<br \/>\n        fgets(line, MAX_LINE, stdin);<br \/>\n        char* token &#061; strtok(line, &#034; \\\\n&#034;);<br \/>\n        customers[i].numSegments &#061; atoi(token);<\/p>\n<p>        for (int j &#061; 0; j &lt; customers[i].numSegments; j&#043;&#043;) {<br \/>\n            token &#061; strtok(NULL, &#034; \\\\n&#034;);<br \/>\n            parseSegment(token, &amp;customers[i].segments[j]);<br \/>\n        }<br \/>\n    }<\/p>\n<p>    \/\/ \u5206\u914d\u65f6\u95f4\u4f7f\u7528\u6570\u7ec4<br \/>\n    timeUsage &#061; (int*)calloc(maxTime &#043; 1, sizeof(int));<br \/>\n    if (timeUsage &#061;&#061; NULL) {<br \/>\n        printf(&#034;Memory allocation failed\\\\n&#034;);<br \/>\n        return 1;<br \/>\n    }<\/p>\n<p>    \/\/ \u5f00\u59cb\u56de\u6eaf\u8ba1\u7b97<br \/>\n    backtrack(0, 0);<\/p>\n<p>    \/\/ \u8f93\u51fa\u7ed3\u679c<br \/>\n    printf(&#034;%d\\\\n&#034;, maxRent * R);<\/p>\n<p>    \/\/ \u91ca\u653e\u5185\u5b58<br \/>\n    free(timeUsage);<\/p>\n<p>    return 0;<br \/>\n} 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