{"id":41041,"date":"2025-11-12T13:14:57","date_gmt":"2025-11-12T06:14:57","guid":{"rendered":"https:\/\/mtxr.co\/?p=41041"},"modified":"2025-11-19T11:59:06","modified_gmt":"2025-11-19T04:59:06","slug":"128gb-unified-memory-in-dgx-spark","status":"publish","type":"post","link":"https:\/\/mtxr.co\/zh\/128gb-unified-memory-in-dgx-spark\/","title":{"rendered":"128GB Unified Memory \u0e43\u0e19 DGX Spark \u0e21\u0e35\u0e1c\u0e25\u0e15\u0e48\u0e2d AI Workload \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"41041\" class=\"elementor elementor-41041\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0cb2a07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0cb2a07\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-188ad84\" data-id=\"188ad84\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bb78c03 elementor-widget elementor-widget-heading\" data-id=\"bb78c03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">128GB Unified Memory \u0e43\u0e19 DGX Spark \u0e21\u0e35\u0e1c\u0e25\u0e15\u0e48\u0e2d AI Workload \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4b88058 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b88058\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-977adb7\" data-id=\"977adb7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a865187 elementor-widget elementor-widget-image\" data-id=\"a865187\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"717\" src=\"https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/E20F2XSFoXKe2yxNvDgq-1024x717.webp\" 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100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a868f9f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a868f9f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f2786f\" data-id=\"7f2786f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f7c8acd elementor-widget elementor-widget-text-editor\" data-id=\"f7c8acd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0e16\u0e49\u0e32\u0e04\u0e38\u0e13\u0e40\u0e04\u0e22\u0e23\u0e39\u0e49\u0e2a\u0e36\u0e01\u0e27\u0e48\u0e32 \u201c\u0e42\u0e2d\u0e49 \u0e42\u0e21\u0e40\u0e14\u0e25\u0e19\u0e35\u0e49\u0e43\u0e2b\u0e0d\u0e48\u0e21\u0e32\u0e01 \u0e15\u0e49\u0e2d\u0e07\u0e04\u0e2d\u0e22\u0e42\u0e22\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e1b\u2011\u0e21\u0e32 \u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07 CPU \u0e01\u0e31\u0e1a GPU \u0e16\u0e36\u0e07\u0e08\u0e30\u0e23\u0e31\u0e19\u0e44\u0e14\u0e49\u201d \u0e23\u0e30\u0e1a\u0e1a\u0e41\u0e1a\u0e1a\u0e40\u0e01\u0e48\u0e32\u0e2d\u0e32\u0e08\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e23\u0e39\u0e49\u0e2a\u0e36\u0e01\u0e40\u0e2b\u0e19\u0e37\u0e48\u0e2d\u0e22\u0e41\u0e25\u0e30\u0e0a\u0e49\u0e32\u0e2d\u0e22\u0e39\u0e48\u0e1a\u0e49\u0e32\u0e07\u2026 \u0e27\u0e31\u0e19\u0e19\u0e35\u0e49 DGX\u202fSpark \u0e21\u0e32\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e04\u0e27\u0e32\u0e21\u0e08\u0e33\u0e41\u0e1a\u0e1a Unified\u202fMemory \u0e02\u0e19\u0e32\u0e14\u202f128\u202fGB \u0e0b\u0e36\u0e48\u0e07\u0e0a\u0e48\u0e27\u0e22\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e19\u0e31\u0e49\u0e19\u0e43\u0e2b\u0e49 \u201c\u0e07\u0e48\u0e32\u0e22\u0e02\u0e36\u0e49\u0e19\u201d \u0e41\u0e25\u0e30 \u201c\u0e40\u0e23\u0e47\u0e27\u0e02\u0e36\u0e49\u0e19\u201d \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adbcb85 elementor-widget elementor-widget-heading\" data-id=\"adbcb85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0e08\u0e38\u0e14\u0e40\u0e14\u0e48\u0e19\u0e02\u0e2d\u0e07 Unified Memory \u0e43\u0e19 DGX Spark<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4daaa9d elementor-widget elementor-widget-text-editor\" data-id=\"4daaa9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Unified Memory 128GB \u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e16\u0e32\u0e1b\u0e31\u0e15\u0e22\u0e01\u0e23\u0e23\u0e21\u0e17\u0e35\u0e48 CPU \u0e41\u0e25\u0e30 GPU \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e40\u0e02\u0e49\u0e32\u0e16\u0e36\u0e07\u0e41\u0e25\u0e30\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19 Memory Block \u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e31\u0e19\u0e44\u0e14\u0e49 \u0e17\u0e33\u0e43\u0e2b\u0e49\u0e25\u0e14\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e01\u0e32\u0e23\u0e42\u0e22\u0e01\u0e22\u0e49\u0e32\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07 VRAM \u0e41\u0e25\u0e30 RAM \u0e41\u0e1a\u0e1a\u0e40\u0e14\u0e34\u0e21.\u200b<\/li><\/ul><ul class=\"marker:text-quiet list-disc\"><li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\"><p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e23\u0e31\u0e19\u0e42\u0e21\u0e40\u0e14\u0e25\u0e02\u0e19\u0e32\u0e14\u0e21\u0e2b\u0e36\u0e21\u0e32\u0e17\u0e35\u0e48\u0e41\u0e15\u0e48\u0e40\u0e14\u0e34\u0e21\u0e15\u0e49\u0e2d\u0e07\u0e43\u0e0a\u0e49 Multi-GPU \u0e2b\u0e23\u0e37\u0e2d Cloud \u0e40\u0e0a\u0e48\u0e19 Llama-3 70B, GPT-OSS 120B \u0e2b\u0e23\u0e37\u0e2d\u0e42\u0e21\u0e40\u0e14\u0e25\u0e23\u0e30\u0e14\u0e31\u0e1a 200B parameters \u0e1a\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27\u0e44\u0e14\u0e49\u0e41\u0e1a\u0e1a Local.\u200b<\/p><\/li><li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\"><p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Workflow \u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17 Fine-tune, Inference \u0e41\u0e25\u0e30\u0e07\u0e32\u0e19 Generative \u0e15\u0e48\u0e32\u0e07 \u0e46 \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e17\u0e33\u0e44\u0e14\u0e49\u0e17\u0e31\u0e19\u0e17\u0e35\u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e08\u0e33\u0e40\u0e1b\u0e47\u0e19\u0e15\u0e49\u0e2d\u0e07 \u201coffload\u201d \u0e2b\u0e23\u0e37\u0e2d\u0e41\u0e1a\u0e48\u0e07\u0e07\u0e32\u0e19\u0e44\u0e1b\u0e22\u0e31\u0e07 Cloud \u0e2b\u0e23\u0e37\u0e2d Server \u0e20\u0e32\u0e22\u0e19\u0e2d\u0e01.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c3cb1d elementor-widget elementor-widget-spacer\" data-id=\"8c3cb1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a5a7b2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a5a7b2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-86a072b\" data-id=\"86a072b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-66a4425 elementor-widget elementor-widget-heading\" data-id=\"66a4425\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e44\u0e1b\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e07\u0e32\u0e19\u202fAI\u202f\u0e02\u0e2d\u0e07\u0e04\u0e38\u0e13<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e50ea62 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e50ea62\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e0609f\" data-id=\"5e0609f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3fbfbe8 elementor-widget elementor-widget-text-editor\" data-id=\"3fbfbe8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-start=\"1273\" data-end=\"1453\"><p data-start=\"1275\" data-end=\"1453\">\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e04\u0e27\u0e32\u0e21\u0e08\u0e33\u0e43\u0e2b\u0e0d\u0e48\u0e41\u0e25\u0e30\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e42\u0e22\u0e07\u0e44\u0e14\u0e49\u0e14\u0e35 \u0e07\u0e32\u0e19\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e1d\u0e36\u0e01\u0e42\u0e21\u0e40\u0e14\u0e25\u202fLLM\u202f\u0e2b\u0e23\u0e37\u0e2d\u0e42\u0e21\u0e40\u0e14\u0e25 Vision\u2011Language \u0e17\u0e35\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e43\u0e0a\u0e49\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23 (weights), \u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23\u0e20\u0e32\u0e22\u0e43\u0e19 (intermediates) \u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e2b\u0e32\u0e28\u0e32\u0e25 \u0e08\u0e30\u0e17\u0e33\u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e23\u0e32\u0e1a\u0e23\u0e37\u0e48\u0e19\u0e02\u0e36\u0e49\u0e19<\/p><\/li><li data-start=\"1454\" data-end=\"1638\"><p data-start=\"1456\" data-end=\"1638\">DGX\u202fSpark \u0e40\u0e04\u0e25\u0e21\u0e27\u0e48\u0e32 \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23 fine\u2011tune \u0e42\u0e21\u0e40\u0e14\u0e25\u0e02\u0e19\u0e32\u0e14\u0e1b\u0e23\u0e30\u0e21\u0e32\u0e13\u202f70\u202f\u0e1e\u0e31\u0e19\u0e25\u0e49\u0e32\u0e19\u0e1e\u0e32\u0e23\u0e32\u0e21\u0e34\u0e40\u0e15\u0e2d\u0e23\u0e4c \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23 inference \u0e42\u0e21\u0e40\u0e14\u0e25\u0e44\u0e14\u0e49\u0e16\u0e36\u0e07 ~200\u202f\u0e1e\u0e31\u0e19\u0e25\u0e49\u0e32\u0e19\u0e1e\u0e32\u0e23\u0e32\u0e21\u0e34\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e1a\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27\u202f<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-[-0.094rem] animate-[show_150ms_ease-in]\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-[9px] font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-[#F4F4F4]! dark:bg-[#303030]!\" href=\"https:\/\/www.nvidia.com\/en-us\/products\/workstations\/dgx-spark\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between\"><span class=\"max-w-[15ch] grow truncate overflow-hidden text-center\">NVIDIA<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\">+2<\/span><\/span><span class=\"flex h-4 w-full items-center justify-between absolute\"><span class=\"max-w-[15ch] grow truncate overflow-hidden text-center\">LMSYS<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-[#8F8F8F]\">+2<\/span><\/span><\/span><\/a><\/span><\/span><\/p><\/li><li data-start=\"1639\" data-end=\"1909\"><p data-start=\"1641\" data-end=\"1909\">\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e17\u0e35\u0e48\u0e1e\u0e1a\u0e1a\u0e49\u0e32\u0e07\u0e08\u0e23\u0e34\u0e07\u202f\u0e46 \u0e04\u0e37\u0e2d \u0e07\u0e32\u0e19 \u201cPrefill\/Prompt\u201d \u0e17\u0e33\u0e44\u0e14\u0e49\u0e40\u0e23\u0e47\u0e27\u0e01\u0e27\u0e48\u0e32\u0e42\u0e19\u0e49\u0e15\u0e1a\u0e38\u0e4a\u0e01\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 \u0e40\u0e1e\u0e23\u0e32\u0e30\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e21\u0e48\u0e16\u0e39\u0e01\u0e42\u0e22\u0e01\u0e44\u0e1b\u0e21\u0e32 \u0e41\u0e15\u0e48\u0e01\u0e47\u0e22\u0e31\u0e07\u0e21\u0e35\u0e02\u0e49\u0e2d\u0e08\u0e33\u0e01\u0e31\u0e14\u0e43\u0e19\u0e07\u0e32\u0e19\u202fToken\u202fGeneration \u0e40\u0e1e\u0e23\u0e32\u0e30\u0e41\u0e1a\u0e19\u0e14\u0e4c\u0e27\u0e34\u0e14\u0e18\u0e4c\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e04\u0e27\u0e32\u0e21\u0e08\u0e33 (273\u202fGB\/s LPDDR5x) \u0e2d\u0e32\u0e08\u0e44\u0e21\u0e48\u0e40\u0e17\u0e48\u0e32\u0e23\u0e30\u0e1a\u0e1a\u0e21\u0e31\u0e25\u0e15\u0e34\u2011GPU \u0e17\u0e35\u0e48\u0e43\u0e0a\u0e49\u202fHBM\u202f<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9746e44 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9746e44\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-74d28db\" data-id=\"74d28db\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9c0c84a elementor-widget elementor-widget-image\" data-id=\"9c0c84a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/51035_2Z.webp\" class=\"attachment-large size-large wp-image-41055\" alt=\"\" srcset=\"https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/51035_2Z-66x66.webp 66w, https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/51035_2Z-150x150.webp 150w, https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/51035_2Z-200x200.webp 200w, https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/51035_2Z-300x300.webp 300w, https:\/\/mtxr.co\/wp-content\/uploads\/2025\/11\/51035_2Z.webp 400w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b91af1 elementor-widget elementor-widget-spacer\" data-id=\"6b91af1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f466ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f466ea\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cfcec96\" data-id=\"cfcec96\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-520d577 elementor-widget elementor-widget-heading\" data-id=\"520d577\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0e43\u0e04\u0e23\u0e44\u0e14\u0e49\u0e1b\u0e23\u0e30\u0e42\u0e22\u0e0a\u0e19\u0e4c\u0e21\u0e32\u0e01\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a19496 elementor-widget elementor-widget-text-editor\" data-id=\"8a19496\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-start=\"1942\" data-end=\"2124\"><p data-start=\"1944\" data-end=\"2124\">\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e1e\u0e31\u0e12\u0e19\u0e32,\u202fResearcher \u0e2b\u0e23\u0e37\u0e2d\u0e17\u0e35\u0e21\u202fAI\u202f\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e17\u0e35\u0e48\u0e2d\u0e22\u0e32\u0e01 \u201c\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e42\u0e21\u0e40\u0e14\u0e25\u0e43\u0e2b\u0e0d\u0e48\u201d \u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e2d\u0e22\u0e32\u0e01\u0e1e\u0e36\u0e48\u0e07\u0e04\u0e25\u0e32\u0e27\u0e14\u0e4c\u0e2b\u0e23\u0e37\u0e2d\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07 Rack\u202f\u0e43\u0e2b\u0e0d\u0e48: \u0e19\u0e35\u0e48\u0e04\u0e37\u0e2d\u0e17\u0e32\u0e07\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e04\u0e38\u0e13\u0e17\u0e33\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e40\u0e23\u0e47\u0e27\u0e02\u0e36\u0e49\u0e19 \u0e21\u0e35\u0e2a\u0e20\u0e32\u0e1e\u0e41\u0e27\u0e14\u0e25\u0e49\u0e2d\u0e21\u0e43\u0e01\u0e25\u0e49\u0e15\u0e31\u0e27<\/p><\/li><li data-start=\"2125\" data-end=\"2310\"><p data-start=\"2127\" data-end=\"2310\">\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e17\u0e35\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e25\u0e14\u0e40\u0e27\u0e25\u0e32\u0e15\u0e31\u0e49\u0e07\u0e04\u0e48\u0e32\u0e41\u0e25\u0e30\u0e21\u0e35\u0e07\u0e1a\u0e1b\u0e23\u0e30\u0e21\u0e32\u0e13\u0e08\u0e33\u0e01\u0e31\u0e14 \u0e41\u0e15\u0e48\u0e22\u0e31\u0e07\u0e2d\u0e22\u0e32\u0e01\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e21\u0e40\u0e14\u0e25\u0e43\u0e2b\u0e0d\u0e48\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e40\u0e2d\u0e07: DGX\u202fSpark \u0e17\u0e33\u0e43\u0e2b\u0e49\u0e04\u0e38\u0e13\u0e21\u0e35\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e17\u0e35\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e40\u0e23\u0e47\u0e27 \u0e41\u0e25\u0e30\u0e25\u0e14\u0e04\u0e27\u0e32\u0e21\u0e22\u0e38\u0e48\u0e07\u0e22\u0e32\u0e01\u0e14\u0e49\u0e32\u0e19\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19<\/p><\/li><li data-start=\"2311\" data-end=\"2463\"><p data-start=\"2313\" data-end=\"2463\">\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e17\u0e35\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30\u0e42\u0e21\u0e40\u0e14\u0e25\u0e20\u0e32\u0e22\u0e43\u0e19 (on\u2011premises) \u0e41\u0e25\u0e30\u0e44\u0e21\u0e48\u0e2d\u0e22\u0e32\u0e01\u0e43\u0e2b\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e15\u0e49\u0e2d\u0e07\u0e27\u0e34\u0e48\u0e07\u0e44\u0e1b\u0e04\u0e25\u0e32\u0e27\u0e14\u0e4c\u0e08\u0e19\u0e40\u0e01\u0e34\u0e14\u0e02\u0e49\u0e2d\u0e01\u0e31\u0e07\u0e27\u0e25\u0e14\u0e49\u0e32\u0e19\u0e04\u0e27\u0e32\u0e21\u0e1b\u0e25\u0e2d\u0e14\u0e20\u0e31\u0e22\u0e2b\u0e23\u0e37\u0e2d\u0e04\u0e48\u0e32\u0e43\u0e0a\u0e49\u0e08\u0e48\u0e32\u0e22\u0e0b\u0e48\u0e2d\u0e19\u0e40\u0e23\u0e49\u0e19<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70a107e elementor-widget elementor-widget-heading\" data-id=\"70a107e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0e2b\u0e32\u0e01\u0e2a\u0e19\u0e43\u0e08\u0e43\u0e19 Nvidia Dgx spark<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c67674 elementor-widget elementor-widget-text-editor\" data-id=\"4c67674\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote><p>\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e15\u0e34\u0e14\u0e15\u0e48\u0e2d\u0e21\u0e32\u0e17\u0e32\u0e07 LINE ID : <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/line.me\/R\/ti\/p\/@682mqqmh\" rel=\"noopener\">@metaxr <\/a><\/strong><\/span>\u0e44\u0e14\u0e49\u0e40\u0e25\u0e22\u0e04\u0e23\u0e31\u0e1a<\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a4f3418 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a4f3418\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3554c4c\" data-id=\"3554c4c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-56b655d elementor-widget elementor-widget-heading\" data-id=\"56b655d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0e2a\u0e23\u0e38\u0e1b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7309cb elementor-widget elementor-widget-text-editor\" data-id=\"c7309cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2997\" data-end=\"3389\">\u0e16\u0e49\u0e32\u0e04\u0e38\u0e13\u0e01\u0e33\u0e25\u0e31\u0e07\u0e21\u0e2d\u0e07\u0e2b\u0e32\u0e42\u0e0b\u0e25\u0e39\u0e0a\u0e31\u0e19\u0e17\u0e35\u0e48\u0e43\u0e2b\u0e49\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e19\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u202fAI\u202f\u0e14\u0e49\u0e27\u0e22\u0e42\u0e21\u0e40\u0e14\u0e25\u0e43\u0e2b\u0e0d\u0e48\u0e41\u0e1a\u0e1a \u201c\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e02\u0e2d\u0e07\u0e04\u0e38\u0e13\u0e40\u0e2d\u0e07\u201d \u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u202fDGX\u202fSpark \u0e17\u0e35\u0e48\u0e21\u0e32\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e04\u0e27\u0e32\u0e21\u0e08\u0e33\u0e41\u0e1a\u0e1a Unified\u202fMemory \u0e02\u0e19\u0e32\u0e14\u202f128\u202fGB \u0e04\u0e37\u0e2d\u0e01\u0e49\u0e32\u0e27\u0e17\u0e35\u0e48\u0e19\u0e48\u0e32\u0e2a\u0e19\u0e43\u0e08\u0e21\u0e32\u0e01\u202f\u0e46 \u0e21\u0e31\u0e19\u0e17\u0e33\u0e43\u0e2b\u0e49\u202fR&amp;D,\u202fFine\u2011Tune\u202f\u0e41\u0e25\u0e30\u202fDeploy\u202f\u0e42\u0e21\u0e40\u0e14\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48\u0e1a\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e08\u0e23\u0e34\u0e07 \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e1d\u0e31\u0e19 \u0e41\u0e15\u0e48\u0e01\u0e47\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e17\u0e32\u0e07\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e17\u0e35\u0e48\u0e2a\u0e21\u0e1a\u0e39\u0e23\u0e13\u0e4c\u0e41\u0e1a\u0e1a\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e17\u0e38\u0e01\u0e07\u0e32\u0e19 \u2014 \u0e40\u0e25\u0e37\u0e2d\u0e01\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e01\u0e31\u0e1a\u0e42\u0e08\u0e17\u0e22\u0e4c\u0e02\u0e2d\u0e07\u0e04\u0e38\u0e13 \u0e41\u0e25\u0e30\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e1b\u0e23\u0e31\u0e1a\u0e15\u0e32\u0e21\u0e02\u0e49\u0e2d\u0e08\u0e33\u0e01\u0e31\u0e14\u0e17\u0e35\u0e48\u0e21\u0e35<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3572f28 elementor-widget elementor-widget-text-editor\" data-id=\"3572f28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote><p><a href=\"https:\/\/dronexr.org\/product\/nvidia-dgx-spark\/\" rel=\"noopener\">https:\/\/dronexr.org\/product\/nvidia-dgx-spark\/<\/a><br \/><a href=\"https:\/\/mtxr.co\/nvidia-dgx-spark-ai\/\">https:\/\/mtxr.co\/nvidia-dgx-spark-ai\/<\/a><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>128GB Unified Memory \u0e43\u0e19 DGX Spark \u0e21\u0e35\u0e1c\u0e25\u0e15\u0e48\u0e2d AI Workload \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23?  [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":41070,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41041","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-th"],"_links":{"self":[{"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/posts\/41041","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/comments?post=41041"}],"version-history":[{"count":17,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/posts\/41041\/revisions"}],"predecessor-version":[{"id":41622,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/posts\/41041\/revisions\/41622"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/media\/41070"}],"wp:attachment":[{"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/media?parent=41041"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/categories?post=41041"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mtxr.co\/zh\/wp-json\/wp\/v2\/tags?post=41041"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}