{"id":78046,"date":"2025-06-25T16:30:00","date_gmt":"2025-06-25T07:30:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=78046"},"modified":"2025-06-25T16:05:23","modified_gmt":"2025-06-25T07:05:23","slug":"llm%e3%82%92amd%e3%81%aegpu%e3%81%a7%e5%8b%95%e3%81%8b%e3%81%9d%e3%81%86-%e3%80%90ollama%e3%80%91","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/78046","title":{"rendered":"LLM\u3092AMD\u306eGPU\u3067\u52d5\u304b\u305d\u3046 \u3010Ollama\u3011"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u30ad\u30fc\u30ef\u30fc\u30c9<\/h2>\n\n\n\n<p>AMD, \u30ed\u30fc\u30ab\u30ebLLM, Ollama<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3066\u306fLLM\u3092 <a href=\"https:\/\/ollama.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ollama<\/a> \u3092\u4f7f\u7528\u3057\u3066\u52d5\u304b\u3057\u307e\u3059\u3002Ollama\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u306f <a href=\"https:\/\/www.creationline.com\/tech-blog\/author\/higuchi\/77298\" target=\"_blank\" rel=\"noreferrer noopener\">\u5f0a\u793e\u6a0b\u53e3\u306e\u8a18\u4e8b<\/a> \u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002LLM\u3092\u52d5\u304b\u3059\u5834\u5408NVIDIA\u88fd\u306eGPU\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u304b\u3068\u601d\u3044\u307e\u3059\u304c\u3001Ollama\u306fAMD\u88fd\u306eGPU\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u672c\u8a18\u4e8b\u3067\u306f <a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/desktops\/radeon\/7000-series\/amd-radeon-rx-7900xtx.html\" target=\"_blank\" rel=\"noreferrer noopener\">Radeon RX 7900 XTX<\/a> \u3067Ollama\u3092\u52d5\u304b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u63d0\u6761\u4ef6<\/h2>\n\n\n\n<p>\u672c\u7a3f\u3067\u4f7f\u7528\u3057\u305f\u30ed\u30fc\u30ab\u30ebPC\u306e\u30b9\u30da\u30c3\u30af\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002\u5b9f\u7528\u7684\u306a\u901f\u5ea6\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u4f5c\u3055\u305b\u305f\u3044\u3068\u601d\u3063\u305f\u305f\u3081\u3001\u30b9\u30da\u30c3\u30af\u306f\u9ad8\u3081\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/products\/sku\/236881\/intel-xeon-w52555x-processor-33-75m-cache-3-30-ghz\/specifications.html\" target=\"_blank\" rel=\"noreferrer noopener\">Intel(R) Xeon(R) w5-2555X<\/a> (3.3 GHz, 14\u30b3\u30a2, 28\u30b9\u30ec\u30c3\u30c9, 2024\u5e74\u767a\u58f2)<\/li>\n\n\n\n<li><a href=\"https:\/\/www.amd.com\/en\/products\/graphics\/desktops\/radeon\/7000-series\/amd-radeon-rx-7900xtx.html\" target=\"_blank\" rel=\"noreferrer noopener\">Radeon RX 7900 XTX<\/a> (\u30e1\u30e2\u30ea24GB, 2022\u5e74\u767a\u58f2)<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea 128GB<\/li>\n\n\n\n<li><a href=\"https:\/\/releases.ubuntu.com\/noble\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ubuntu 24.04 LTS<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Ollama \u304c\u30b5\u30dd\u30fc\u30c8\u3059\u308bAMD\u306eGPU<\/h2>\n\n\n\n<p>Ollama \u306f\u30d6\u30ed\u30b0\u8a18\u4e8b <a href=\"https:\/\/ollama.com\/blog\/amd-preview\" target=\"_blank\" rel=\"noreferrer noopener\">Ollama now supports AMD graphics cards<\/a> \u3067\u30b5\u30dd\u30fc\u30c8\u3059\u308bGPU\u30ea\u30b9\u30c8\u3092\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Radeon RX\u30b7\u30ea\u30fc\u30ba: <strong>7900 XTX<\/strong>, 7900 XT, 7900 GRE, 7800 XT, 7700 XT, 7600 XT, 7600, 6950 XT 6900 XTX, 6900XT, 6800 XT, 6800, Vega 64, Vega 56<\/li>\n\n\n\n<li>Radeon PRO \u30b7\u30ea\u30fc\u30ba: W7900, W7800, W7700, W7600, W7500, W6900X, W6800X Duo, Vega II Duo, Vega II, VII, SSG<\/li>\n\n\n\n<li>Instinct \u30b7\u30ea\u30fc\u30ba: MI300X, MI300A, MI300, MI250X, MI250, MI210, MI200, MI100, MI60, MI50<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Ollama \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n\n\n\n<p>Ollama\u304c\u63d0\u4f9b\u3059\u308b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066Ollama\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Docker\u30b3\u30f3\u30c6\u30ca\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3044\u304d\u306a\u308aAMD\u306eGPU\u3092\u4f7f\u7528\u3057\u3066Ollama\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3059\u306e\u306f\u30c1\u30e3\u30ec\u30f3\u30b8\u30f3\u30b0\u306b\u601d\u308f\u308c\u305f\u305f\u3081\u3001\u672c\u7a3f\u3067\u306f\u30b3\u30f3\u30c6\u30ca\u306f\u4f7f\u7528\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">curl -fsSL https:\/\/ollama.com\/install.sh | sh<\/pre>\n\n\n\n<p>\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001GPU\u306e\u6709\u7121\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u52d5\u4f5c\u304c\u5909\u308f\u308a\u307e\u3059\u3002GPU\u3092\u53d6\u308a\u4ed8\u3051\u305f\u72b6\u614b\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u306a\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u304a\u597d\u307f\u306e\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059<\/h2>\n\n\n\n<p>\u4e00\u5ea6AMD\u306eGPU\u3092\u53d6\u308a\u4ed8\u3051\u305f\u72b6\u614b\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u306a\u3063\u3066\u3057\u307e\u3048\u3070\u3001AMD\u306eGPU\u3092\u4f7f\u7528\u3059\u308b\u304b\u3089\u3068\u3044\u3063\u3066\u7279\u5225\u306a\u4f5c\u696d\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u901a\u5e38\u901a\u308a\u306e\u65b9\u6cd5\u3067Ollama\u3092\u4f7f\u3048\u3070\u52dd\u624b\u306bGPU\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">$ ollama run qwen3:30b\n>>> exp(x) \u3092 x \u3067\u4e0d\u5b9a\u7a4d\u5206\u3059\u308b\u3068\u3069\u3046\u306a\u308a\u307e\u3059\u304b?\n&lt;think>\n...\n\nBut wait, let me check if there's any possible mistake here. For example, if I had a different exponent, like e^{kx}, then the integral would be (1\/k)e^{kx} + C. But in this case, k is 1, so it's just e^x + \nC. That makes sense. So if someone confuses the integral of e^x with something else, like maybe e^x divided by something, but no, since the derivative of e^x is e^x, the integral should be the same function.\n\nAnother check: if I differentiate e^x + C, I get e^x, which is the original function. So that's correct. Therefore, the answer is e^x plus the constant of integration.\n\nI think that's solid. I don't see any errors in the reasoning. All the methods point to the same conclusion. So yeah, the indefinite integral of e^x dx is e^x + C.\n&lt;\/think>\n\nexp(x) \u3092 x \u3067\u4e0d\u5b9a\u7a4d\u5206\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\n\n---\n\n### \u7a4d\u5206\u306e\u7d50\u679c\n\n$$\n\\int e^x \\, dx = e^x + C\n$$\n\n\u3053\u3053\u3067\u3001$ C $ \u306f\u7a4d\u5206\u5b9a\u6570\uff08\u4efb\u610f\u306e\u5b9a\u6570\uff09\u3067\u3059\u3002\n\n---\n\n### \u8aac\u660e\n\n- $ e^x $ \u306e\u5c0e\u95a2\u6570\u306f $ e^x $ \u3067\u3059\u3002\n- \u3057\u305f\u304c\u3063\u3066\u3001$ e^x $ \u306e\u4e0d\u5b9a\u7a4d\u5206\uff08\u9006\u306e\u64cd\u4f5c\uff09\u306f $ e^x $ \u306b\u306a\u308a\u307e\u3059\u3002\n- \u7a4d\u5206\u5b9a\u6570 $ C $ \u306f\u3001\u7a4d\u5206\u306e\u7d50\u679c\u306b\u5b58\u5728\u3059\u308b\u4efb\u610f\u306e\u5b9a\u6570\u3092\u8868\u3057\u307e\u3059\u3002\n\n---\n\n### \u88dc\u8db3\n\n- \u4ed6\u306e\u95a2\u6570\uff08\u4f8b: $ e^{kx} $\uff09\u306e\u7a4d\u5206\u306f $ \\frac{1}{k}e^{kx} + C $ \u3068\u306a\u308a\u307e\u3059\u3002\n- \u3057\u304b\u3057\u3001$ k = 1 $ \u306e\u5834\u5408\u3001$ \\frac{1}{k} = 1 $ \u306a\u306e\u3067\u3001\u7d50\u679c\u306f $ e^x + C $ \u306b\u306a\u308a\u307e\u3059\u3002\n\n---\n\n### \u7d50\u8ad6\n\n$$\n\\boxed{e^x + C}\n$$<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">GPU\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b<\/h2>\n\n\n\n<p><code>rocm-smi<\/code> \u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u4f7f\u7528\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPU\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308c\u3070 Temp (\u6e29\u5ea6) \u3084 AvgPwr (\u5e73\u5747\u6d88\u8cbb\u96fb\u529b) \u304c\u4e0a\u6607\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">$ sudo apt install rocm-smi\n$ rocm-smi\n\n\n========================= ROCm System Management Interface =========================\n=================================== Concise Info ===================================\nGPU  Temp (DieEdge)  AvgPwr  SCLK     MCLK     Fan     Perf  PwrCap  VRAM%  GPU%  \n0    66.0c           327.0W  2965Mhz  1249Mhz  26.67%  auto  327.0W   82%   100%  \n====================================================================================\n=============================== End of ROCm SMI Log ================================<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u901f\u5ea6\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/h2>\n\n\n\n<p>touch-sp\u3055\u3093\u306e\u8a18\u4e8b <a href=\"https:\/\/touch-sp.hatenablog.com\/entry\/2025\/01\/03\/091731\" target=\"_blank\" rel=\"noreferrer noopener\">Ollama\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u3068\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092Ollama Python Library\u3092\u4f7f\u3063\u3066\u66f8\u304d\u63db\u3048\u307e\u3057\u305f <\/a>\u3092\u53c2\u8003\u306b\u3001\u6b21\u306ePython\u30b3\u30fc\u30c9\u3067\u901f\u5ea6\u30d9\u30f3\u30c1\u30de\u30fc\u30af (\u30c8\u30fc\u30af\u30f3\/\u79d2) \u3092\u884c\u3044\u307e\u3057\u305f:<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from ollama import Client\nimport sys\n\nclient = Client(\n  host=\"http:\/\/localhost:11434\"\n)\n\ndef client_chat():\n    response = client.chat(\n        model=sys.argv[1],\n        messages=[\n            {\n                \"role\": \"user\",\n                \"content\": \"\u6771\u4eac\u304b\u3089\u5927\u962a\u307e\u3067\u306e\u79fb\u52d5\u624b\u6bb5\u3092\u63d0\u6848\u3057\u3066\u304f\u3060\u3055\u3044\u3002\"\n            },\n        ],\n    )\n\n    return response.eval_count, response.eval_duration\n\nif __name__ == \"__main__\":\n\n    total_tokens = 0\n    total_time = 0\n    for _ in range(3):\n        eval_count, eval_duration = client_chat()\n        total_tokens += eval_count\n        total_time += eval_duration    \n    rate = (total_tokens \/ total_time) * 10**9\n\n    print(f\"tokens per second: {rate:.2f} tokens\/second\")<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u679c<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\u30e2\u30c7\u30eb<\/td><td>\u91cf\u5b50\u5316<\/td><td>\u30c8\u30fc\u30af\u30f3\/\u79d2<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">deepseek-r1:8b<\/td><td>Q4_K_M<\/td><td>70.21<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">deepseek-r1:14b<\/td><td>Q4_K_M<\/td><td>47.76<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">qwen3:14b<\/td><td>Q4_K_M<\/td><td>49.76<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">qwen3:30b<\/td><td>Q4_K_M<\/td><td>36.72<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u672c\u7a3f\u3067\u306fAMD\u306eGPU\u3092\u4f7f\u3044Ollama\u3092\u52d5\u304b\u3057\u307e\u3057\u305f\u3002\u7279\u306bAMD\u306eGPU\u3092\u4f7f\u3046\u304b\u3089\u3068\u3044\u3063\u3066\u96e3\u3057\u3044\u70b9\u306f\u306a\u304b\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002\u3053\u308c\u304b\u3089AMD\u306eGPU\u3092\u4f7f\u3063\u3066\u30ed\u30fc\u30ab\u30ebLLM\u3092\u8a66\u305d\u3046\u3068\u3057\u3066\u3044\u308b\u4eba\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30ad\u30fc\u30ef\u30fc\u30c9 AMD, \u30ed\u30fc\u30ab\u30ebLLM, Ollama \u306f\u3058\u3081\u306b \u672c\u8a18\u4e8b\u3066\u306fLLM\u3092 Ollama 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