{"id":872,"date":"2025-11-17T21:34:42","date_gmt":"2025-11-17T20:34:42","guid":{"rendered":"https:\/\/aronazarar.com\/?p=872"},"modified":"2026-02-24T15:08:42","modified_gmt":"2026-02-24T14:08:42","slug":"%d9%85%d8%a7%d8%af%d8%b1%d8%a8%d9%88%d8%b1%d8%af-%d9%88-%d8%b3%d8%ae%d8%aa%d8%a7%d9%81%d8%b2%d8%a7%d8%b1","status":"publish","type":"post","link":"https:\/\/aronazarar.com\/fa\/%d9%85%d8%a7%d8%af%d8%b1%d8%a8%d9%88%d8%b1%d8%af-%d9%88-%d8%b3%d8%ae%d8%aa%d8%a7%d9%81%d8%b2%d8%a7%d8%b1\/","title":{"rendered":"\u0645\u06cc\u06a9\u0631\u0648\u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9 \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"872\" class=\"elementor elementor-872\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cda1a8 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"2cda1a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65536c7 elementor-widget elementor-widget-text-editor\" data-id=\"65536c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>\u0628\u0627 \u06a9\u0645\u06a9 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/h3><h2>\u06f1. \u0645\u0642\u062f\u0645\u0647 \u2013 \u062f\u0631 \u0622\u0633\u062a\u0627\u0646\u0647 \u0639\u0635\u0631 \u0698\u0626\u0648\u067e\u0644\u06cc\u062a\u06cc\u06a9\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"7\">\u0645\u0627 \u0648\u0627\u0631\u062f \u062f\u0648\u0631\u0627\u0646\u06cc \u0634\u062f\u0647\u200c\u0627\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u062a\u0631\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b 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\u0628\u0633\u062a\u0631 \u0633\u06cc\u0627\u0633\u06cc \u062c\u0647\u0627\u0646\u06cc \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f6\u060c \u062a\u0646\u0634\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634\u200c\u0627\u0646\u062f: <b>\u0628\u06cc\u200c\u0631\u062d\u0645<\/b> \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0642\u062f\u0631\u062a \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0642\u062f\u0631\u062a\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u060c \u062f\u0631\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u0646\u0637\u0642\u0647\u200c\u0627\u06cc \u0648 \u0639\u0631\u0635\u0647\u0654 \u067e\u0627\u06cc\u062f\u0627\u0631 \u062c\u0646\u06af \u0633\u0627\u06cc\u0628\u0631\u06cc\u060c \u0647\u0645\u06af\u06cc \u0628\u0631 ... \u062a\u0623\u06a9\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0627\u0647\u0645\u06cc\u062a <b>\u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<\/b>.<\/h3><h3 data-path-to-node=\"8\">\u0645\u0646\u0627\u0641\u0639 \u062f\u0631 \u062a\u0644\u0627\u0642\u06cc <b>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/b> (\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc) \u0648 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u2014\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc\u060c \u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0627\u0646\u0633\u0648\u0631\u060c \u062a\u0631\u0627\u0634\u0647\u200c\u0647\u0627\u06cc ASIC\u060c \u062d\u0627\u0641\u0638\u0647 HBM \u0648 \u0631\u0627\u0628\u0637\u200c\u0647\u0627\u06cc NVLINK\u2014\u0647\u0633\u062a\u0646\u062f <b>\u0639\u0638\u06cc\u0645\u060c \u0628\u0627\u0634\u06a9\u0648\u0647\u060c \u06cc\u0627\u062f\u0645\u0627\u0646<\/b>.<\/h3><h3>\u0627\u06cc\u0646 <b>\u0627\u062a\u062d\u0627\u062f \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9<\/b> \u0647\u0633\u062a\u0647\u0654 \u0631\u0642\u0627\u0628\u062a \u062f\u0631 \u062a\u0646\u062f\u062a\u0631\u06cc\u0646 \u0645\u06cc\u062f\u0627\u0646 \u0646\u0628\u0631\u062f \u0698\u0626\u0648\u067e\u0644\u06cc\u062a\u06cc\u06a9\u06cc \u0642\u0631\u0646 \u0628\u06cc\u0633\u062a\u200c\u0648\u06cc\u06a9\u0645 \u0627\u0633\u062a.   \u0634\u0631\u0637\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632 <b>\u0647\u0698\u0645\u0648\u0646\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc<\/b> \u0648 <b>\u0627\u0628\u0631\u0642\u062f\u0631\u062a<\/b> \u0648\u0636\u0639\u06cc\u062a. \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc 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\u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u062f\u0631\u0646 (\u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af\u060c LLMs) \u062f\u0631 \u062d\u0627\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0633\u062a. <b>\u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0646\u0645\u0627\u06cc\u06cc<\/b>. \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc <a href=\"https:\/\/hai.stanford.edu\/ai-index\/2025-ai-index-report\">\u062f\u06cc\u06af\u0631 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u0624\u062b\u0631 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 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\u0645\u0627\u062a\u0631\u06cc\u0633\u06cc \u0628\u0647\u200c\u0637\u0631\u0632 \u0639\u0627\u0644\u06cc \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f\u060c <b>\u0628\u0646\u06cc\u0627\u062f\u06cc<\/b> \u0639\u0645\u0644\u06a9\u0631\u062f \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/h3><\/li><\/ul><ul data-path-to-node=\"14\"><li>\u0642\u06cc\u0645\u062a\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc: 200$ \u2013 2000$\u00a0<\/li><\/ul><ul data-path-to-node=\"14\"><li>\u062f\u0631 \u0627\u0628\u0631: \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u06f1\u06f1 \u062a\u06cc\u200c\u067e\u06cc\u200c\u062a\u06cc\/\u062a\u06cc\u200c\u0627\u0686<\/li><\/ul><h3 data-path-to-node=\"15\">\u00a0<\/h3><h3>\u06f2. \u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0646\u0633\u0648\u0631 (TPU)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"16\"><li><h3 data-path-to-node=\"16,0,0\"><b>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/b> <b>\u062d\u062f\u0627\u06a9\u062b\u0631 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631.<\/b> \u06cc\u06a9 ASIC \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0627\u0635 \u062a\u0648\u0633\u0637 \u06af\u0648\u06af\u0644 \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a.<\/h3><\/li><li><h3 data-path-to-node=\"16,1,0\"><b>\u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0635\u0644\u06cc:<\/b> <b>\u0634\u062a\u0627\u0628\u200c\u062f\u0647\u06cc \u062a\u0646\u0633\u0648\u0631:<\/b> \u0628\u0647\u200c\u0637\u0648\u0631 \u0635\u0631\u06cc\u062d \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0646\u0633\u0648\u0631\u0647\u0627 (\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0628\u0639\u062f\u06cc) \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647\u060c \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u062d\u0627\u062f<\/b> \u0634\u062a\u0627\u0628 \u062f\u0631 \u0647\u0631 \u062f\u0648 \u062a\u0645\u0631\u06cc\u0646 \u0648 \u062f\u0648\u06cc\u062f\u0646 (\u0627\u0633\u062a\u0646\u062a\u0627\u062c).<\/h3><\/li><li><h3>\u0642\u06cc\u0645\u062a\u200c\u0647\u0627: \u062f\u0631 \u0627\u0628\u0631 \u06f1\u060c \u06f1\u06f2\u06f1 TP4T\/\u0633\u0627\u0639\u062a<\/h3><\/li><\/ul><h3 data-path-to-node=\"17\">\u00a0<\/h3><h3>\u06f3. \u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc (NPU)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"18\"><li><h3 data-path-to-node=\"18,0,0\"><b>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/b> <b>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0628\u0647<\/b> \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0648 \u06a9\u0645\u200c\u0645\u0635\u0631\u0641 \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0647\u0645\u0631\u0627\u0647 \u0648 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0627\u0634\u06cc\u0627\u0621 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/h3><\/li><li><h3 data-path-to-node=\"18,1,0\"><b>\u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0635\u0644\u06cc:<\/b> <b>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc:<\/b> \u06cc\u06a9 \u0645\u0639\u0645\u0627\u0631\u06cc \u06a9\u0645\u200c\u0645\u0635\u0631\u0641 \u0627\u0646\u0631\u0698\u06cc \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f <b>\u062d\u06cc\u0627\u062a\u06cc<\/b> \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u062f\u0631 \u0645\u0628\u062f\u0623.<\/h3><\/li><li><h3>\u0642\u06cc\u0645\u062a\u200c\u0647\u0627: 40$ \u2013 500$<br \/>\u0631\u0648\u06cc \u0627\u0628\u0631: \u06f0\u066b\u06f0\u06f5\u2013\u06f0\u066b\u06f2\u06f1 TP4T\/h<\/h3><\/li><\/ul><h3 data-path-to-node=\"19\">\u00a0<\/h3><h3>\u06f4. \u0645\u062f\u0627\u0631 \u0645\u062c\u062a\u0645\u0639 \u06a9\u0627\u0631\u0628\u0631\u062f \u0648\u06cc\u0698\u0647 (ASIC)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"20\"><li><h3 data-path-to-node=\"20,0,0\"><b>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/b> <b>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0648 \u0634\u06a9\u0633\u062a\u200c\u0646\u0627\u067e\u0630\u06cc\u0631.<\/b> \u0686\u06cc\u067e \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u200c\u06cc\u0627\u0641\u062a\u0647 \u0628\u0647 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647\u0654 \u062e\u0627\u0635 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (\u0645\u062b\u0644\u0627\u064b \u0631\u0645\u0632\u0646\u06af\u0627\u0631\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u062f\u06cc\u0648).<\/h3><\/li><li><h3 data-path-to-node=\"20,1,0\"><b>\u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0635\u0644\u06cc:<\/b> <b>\u06a9\u0627\u0645\u0644\u0627\u064b \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647:<\/b> \u062a\u0648\u0627\u0646\u0627 \u062f\u0631 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc <b>\u0646\u0645\u0627\u06cc\u06cc<\/b> \u06a9\u0627\u0631\u0627\u06cc\u06cc\u060c \u0632\u06cc\u0631\u0627 \u0647\u0631 \u062a\u0631\u0627\u0646\u0632\u06cc\u0633\u062a\u0648\u0631 \u0628\u0631\u0627\u06cc \u0648\u0638\u06cc\u0641\u0647 \u0647\u062f\u0641 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u063a\u06cc\u0631\u0636\u0631\u0648\u0631\u06cc \u0631\u0627 \u062d\u0630\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/h3><\/li><li><h3>\u0642\u06cc\u0645\u062a\u200c\u0647\u0627: \u06f8\u06f0\u06f0 \u062a\u0627 \u06f1\u06f0\u06f0\u06f0\u06f0+\u06f1TP4T<br \/>\u0631\u0648\u06cc \u0627\u0628\u0631: \u06f2\u06f0\u06f0\u06f1 \u062a\u06cc\u200c\u067e\u06cc\u06f4\u062a\u06cc \u062f\u0631 \u0645\u0627\u0647<\/h3><\/li><\/ul><h3 data-path-to-node=\"21\">\u00a0<\/h3><h3>\u06f5. \u062d\u0627\u0641\u0638\u0647 \u067e\u0647\u0646\u0627\u06cc\u200c\u0628\u0627\u0646\u062f \u0628\u0627\u0644\u0627 (HBM)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"22\"><li><h3 data-path-to-node=\"22,0,0\"><b>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/b> <b>\u06a9\u0644\u06cc\u062f \u0627\u0646\u062a\u0642\u0627\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627.<\/b> \u0627\u0646\u062a\u0642\u0627\u0644 \u0633\u0631\u06cc\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u06cc\u0646 GPU\/TPU \u0648 \u062d\u0627\u0641\u0638\u0647.<\/h3><\/li><li><h3 data-path-to-node=\"22,1,0\"><b>\u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0635\u0644\u06cc:<\/b> <b>\u0686\u06cc\u062f\u0645\u0627\u0646 \u0633\u0647\u200c\u0628\u0639\u062f\u06cc:<\/b> \u0686\u06cc\u067e\u200c\u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0644\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u062f\u06cc (\u0633\u0647\u200c\u0628\u0639\u062f\u06cc) \u0631\u0648\u06cc \u0647\u0645 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. <b>\u0628\u06cc\u200c\u0647\u0645\u062a\u0627<\/b> \u0633\u0631\u0639\u062a \u0627\u0646\u062a\u0642\u0627\u0644 \u062f\u0627\u062f\u0647 \u0648 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u0627\u0646\u0631\u0698\u06cc.<\/h3><\/li><li><h3>\u0642\u06cc\u0645\u062a\u200c\u0647\u0627: 1000+$ \u2013 30000+$<br \/>\u0631\u0648\u06cc \u0627\u0628\u0631: \u06f2\u06f1TP4T-\u06f4\u06f1TP4T\/\u0633\u0627\u0639\u062a<\/h3><\/li><\/ul><h3 data-path-to-node=\"23\">\u00a0<\/h3><h3>\u06f6. \u0627\u0646\u200c\u0648\u06cc\u200c\u0644\u06cc\u0646\u06a9 (\u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0631\u062a\u0628\u0627\u0637\u200c\u06af\u06cc\u0631\u0646\u062f\u0647 \u067e\u0631\u0633\u0631\u0639\u062a)<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"24\"><li><h3 data-path-to-node=\"24,0,0\"><b>\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc:<\/b> <b>\u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0648 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a.<\/b> \u0627\u062a\u0635\u0627\u0644 \u0686\u0646\u062f\u06cc\u0646 GPU\/TPU \u062f\u0631 \u06cc\u06a9 \u0645\u0631\u06a9\u0632 \u062f\u0627\u062f\u0647.<\/h3><\/li><li><h3 data-path-to-node=\"24,1,0\"><b>\u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0635\u0644\u06cc:<\/b> <b>\u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647:<\/b> \u06cc\u06a9 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0631\u0627\u0628\u0637 \u0645\u06cc\u0627\u0646\u200c\u0627\u062c\u0632\u0627\u06cc\u06cc \u062a\u062e\u0635\u0635\u06cc \u06a9\u0647 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u062e\u0648\u0634\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af (\u0645\u0627\u0646\u0646\u062f \u0627\u0628\u0631\u0631\u0627\u06cc\u0627\u0646\u0647\u200c\u0647\u0627)\u060c \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062a\u0628\u0627\u062f\u0644 \u0633\u0631\u06cc\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 <b>\u0636\u0631\u0648\u0631\u06cc<\/b> \u0628\u0631\u0627\u06cc \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc<\/h3><\/li><\/ul><h3 data-path-to-node=\"25\"><b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0646\u0647 \u062a\u0646\u0647\u0627 \u0633\u0631\u0639\u062a \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0644\u06a9\u0647 \u062d\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u062d\u0627\u062f<\/b> \u0645\u0633\u0626\u0644\u0647\u0654 <b>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/b>. \u0647\u0645\u200c\u0627\u0641\u0632\u0627\u06cc\u06cc \u0628\u06cc\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0645\u06cc\u200c\u0622\u0648\u0631\u062f <b>\u0634\u06a9\u0648\u0641\u0627\u06cc\u06cc\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631<\/b> \u0646\u062a\u0627\u06cc\u062c:<\/h3><ul data-path-to-node=\"26\"><li><h3 data-path-to-node=\"26,0,0\"><b>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0622\u06af\u0627\u0647 \u0627\u0632 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631:<\/b> \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062d\u062a\u06cc \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0637\u0631\u0627\u062d\u06cc\u060c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0647\u062f\u0641 (\u0645\u0627\u0646\u0646\u062f TPU\/ASIC) \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 <b>\u0628\u0627\u0648\u0631\u0646\u06a9\u0631\u062f\u0646\u06cc<\/b> \u0627\u0641\u0632\u0627\u06cc\u0634 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc<\/h3><\/li><li><h3 data-path-to-node=\"26,1,0\"><b>\u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0637\u0631\u0627\u062d\u06cc \u0686\u06cc\u067e:<\/b> \u062e\u0648\u062f\u0650 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u062c\u0631\u0627 \u06a9\u0646\u062f. <b>\u0637\u0631\u0627\u062d\u06cc ASIC<\/b>\u0648 \u0632\u0645\u0627\u0646 \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0686\u0631\u062e\u0647 \u0637\u0631\u0627\u062d\u06cc \u062a\u0631\u0627\u0634\u0647 \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u062a\u0648\u0633\u0639\u0647 \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f. <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u0634<\/h3><\/li><\/ul><hr data-path-to-node=\"27\" \/><h3 data-path-to-node=\"28\">\u00a0<\/h3><h2>\u06f3. \u0631\u0642\u0627\u0628\u062a \u062c\u0647\u0627\u0646\u06cc\u060c \u0628\u0627\u0632\u06cc\u06af\u0631\u0627\u0646 \u0648 \u0631\u06cc\u0633\u06a9\u200c\u0647\u0627 \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"29\">\u0627\u062a\u062d\u0627\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u062a\u062e\u0635\u0635 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0634\u0639\u0644\u0647\u200c\u0648\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a <b>\u0628\u06cc\u200c\u0631\u062d\u0645<\/b> \u0631\u0642\u0627\u0628\u062a \u062c\u0647\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc <b>\u0628\u0631\u062a\u0631\u06cc<\/b>.<\/h3><h3 data-path-to-node=\"30\">\u00a0<\/h3><h3>\u0627\u0644\u0641. \u0645\u0631\u0627\u06a9\u0632 \u0642\u062f\u0631\u062a \u0698\u0626\u0648\u067e\u0644\u06cc\u062a\u06cc\u06a9\u06cc \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/h3><div>\u00a0<\/div><h3 data-path-to-node=\"32\"><b>\u0686\u06cc\u0646:<\/b><\/h3><h3>\u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u062d\u0627\u06a9\u0645\u06cc\u062a (ASIC, HBM)<\/h3><h3 data-path-to-node=\"32\"><b><\/b> \u0686\u06cc\u0646 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0647\u062f\u0641 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u062f\u0631 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u062a\u0648\u0633\u0639\u0647\u0654 <b>\u0633\u0627\u0632\u0645\u0627\u0646 \u0628\u0648\u0631\u0633 \u0648 \u0627\u0648\u0631\u0627\u0642 \u0628\u0647\u0627\u062f\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u0644\u06cc\u0627<\/b> \u0648 \u062e\u0627\u0646\u06af\u06cc <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b> \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627<\/h3><h3>\u063a\u0648\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0647\u0648\u0627\u0648\u06cc \u0648 \u062f\u06cc\u06af\u0631\u0627\u0646 \u062f\u0631 \u062d\u0627\u0644 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0647\u0633\u062a\u0646\u062f. <b>\u0639\u0638\u06cc\u0645\u060c \u0628\u0627\u0634\u06a9\u0648\u0647\u060c \u06cc\u0627\u062f\u0645\u0627\u0646<\/b> \u0645\u062c\u0645\u0648\u0639\u200c\u0647\u0627 \u062f\u0631 \u0633\u0627\u062e\u062a\u0646\u0650 \u062e\u0648\u062f\u0634\u0627\u0646 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 (\u0645\u062b\u0644\u0627\u064b\u060c <b>\u0627\u0686\u200c\u0628\u06cc\u200c\u0627\u0645<\/b> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f\u06cc) \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0635\u0627\u062f\u0631\u0627\u062a\u06cc \u0622\u0645\u0631\u06cc\u06a9\u0627. \u0647\u062f\u0641 \u06a9\u0627\u0647\u0634 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0648\u0627\u0631\u062f\u0627\u062a \u0627\u0633\u062a. <b>\u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b> \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062a\u0627\u0628\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062e\u0644\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0632\u0646\u062c\u06cc\u0631\u0647 \u062a\u0623\u0645\u06cc\u0646. \u0627\u06cc\u0646 \u06cc\u06a9 <b>\u0636\u0631\u0648\u0631\u062a \u0631\u0627\u0647\u0628\u0631\u062f\u06cc<\/b>.<\/h3><h3 data-path-to-node=\"33\"><b>\u0622\u0633\u06cc\u0627\u06cc \u0634\u0631\u0642\u06cc:<\/b><\/h3><h3>\u0645\u0631\u06a9\u0632 \u0633\u0627\u062e\u062a \u0648 \u062d\u0627\u0641\u0638\u0647 (HBM\u060c ASIC)<\/h3><h3 data-path-to-node=\"33\"><b><\/b> \u06a9\u0631\u0647 \u062c\u0646\u0648\u0628\u06cc (\u0633\u0627\u0645\u0633\u0648\u0646\u06af\u060c \u0627\u0633\u200c\u06a9\u06cc \u0647\u0627\u06cc\u0646\u06cc\u06a9\u0633) \u0627\u0632 \u062c\u0627\u06cc\u06af\u0627\u0647 \u062c\u0647\u0627\u0646\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0627\u0633\u062a. <b>\u0628\u0631\u062a\u0631\u06cc<\/b> \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0648 \u0628\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc (<b>\u0627\u0686\u200c\u0628\u06cc\u200c\u0627\u0645<\/b>)\u060c \u06a9\u0647 \u06cc\u06a9 <b>\u0636\u0631\u0648\u0631\u06cc<\/b> \u0628\u0631\u0627\u06cc \u0645\u0624\u0644\u0641\u0647 <b>\u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b> \u0648 <b>\u062a\u06cc\u200c\u067e\u06cc\u200c\u06cc\u0648\u0647\u0627<\/b>\u0698\u0627\u067e\u0646 \u062a\u0645\u0631\u06a9\u0632 \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u062a\u062c\u0647\u06cc\u0632\u0627\u062a \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0648 \u062a\u0648\u0644\u06cc\u062f\u06cc \u0645\u0648\u0627\u062f<\/h3><h3><b>\u0622\u0633\u06cc\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u062a\u0631 (\u0634\u0627\u0645\u0644 \u0647\u0646\u062f):<br \/><\/b><b>\u0642\u062f\u0631\u062a\u200c\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631 (ASIC\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0628\u0647)<\/b><\/h3><h3><b>\u0647\u0646\u062f<\/b> \u062f\u0631 \u062d\u0627\u0644 \u0638\u0647\u0648\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0628\u0647\u200c\u062f\u0644\u06cc\u0644 \u0627\u0633\u062a\u062e\u0631 \u0639\u0638\u06cc\u0645 \u0627\u0633\u062a\u0639\u062f\u0627\u062f\u0647\u0627 \u0648 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0628\u0647\u200c\u0633\u0631\u0639\u062a \u062f\u0631 \u062d\u0627\u0644 \u0631\u0634\u062f. \u062a\u0645\u0631\u06a9\u0632 \u0622\u0646 \u0628\u0631 \u062a\u0648\u0633\u0639\u0647\u0654 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062e\u0648\u062f \u0627\u0633\u062a. <b>\u0633\u0627\u0632\u0645\u0627\u0646 \u0628\u0648\u0631\u0633 \u0648 \u0627\u0648\u0631\u0627\u0642 \u0628\u0647\u0627\u062f\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u0644\u06cc\u0627<\/b> \u0648 <b>NPU<\/b> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0627\u0646\u0628\u0648\u0647 \u0648 \u062f\u0648\u0644\u062a\u06cc\u060c \u062a\u0642\u0648\u06cc\u062a \u0628\u0648\u0645\u06cc\u200c\u0633\u0627\u0632\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0637\u0631\u0627\u062d\u06cc \u062a\u062d\u062a \u0627\u0628\u062a\u06a9\u0627\u0631\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0623\u0645\u0648\u0631\u06cc\u062a \u0646\u06cc\u0645\u0647\u200c\u0647\u0627\u062f\u06cc \u0647\u0646\u062f.<\/h3><h3>\u00a0\u00a0<b>\u0633\u0646\u06af\u0627\u067e\u0648\u0631<\/b> \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0642\u0637\u0628 \u0645\u0646\u0637\u0642\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 (HPC) \u0648 \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u0632 \u0645\u0648\u0642\u0639\u06cc\u062a \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0627\u0645\u0646 \u0645\u0631\u06a9\u0632 \u062f\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u062f. <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>.<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u0631\u0648\u0633\u06cc\u0647:<\/h3><h3>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0645\u0631\u06a9\u0632 \u0646\u0638\u0627\u0645\u06cc \u0648 \u0627\u0646\u0631\u0698\u06cc (\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u060c \u0637\u0631\u0627\u062d\u06cc \u0628\u0648\u0645\u06cc)<br \/>\u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u062d\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u063a\u0631\u0628\u06cc\u060c \u0631\u0648\u0633\u06cc\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 (\u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 GPU \u0648 HBM) \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0645\u0648\u0627\u062c\u0647 \u0627\u0633\u062a.<\/h3><h3>\u00a0\u062a\u0645\u0631\u06a9\u0632 \u0639\u0645\u062f\u062a\u0627\u064b \u0628\u0631 \u062a\u0648\u0633\u0639\u0647 \u0628\u0648\u0645\u06cc \u0645\u06cc\u06a9\u0631\u0648\u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9 \u0648 \u0637\u0631\u0627\u062d\u06cc\u200c\u0647\u0627\u06cc ASIC \u0628\u0631\u0627\u06cc \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u062f\u0641\u0627\u0639\u06cc \u0648 \u0627\u0646\u0631\u0698\u06cc \u0627\u0633\u062a\u060c \u0628\u0627 \u0647\u062f\u0641 \u062e\u0648\u062f\u06a9\u0641\u0627\u06cc\u06cc \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0646\u0633\u0644 \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 \u06a9\u0647 \u0627\u0632 \u0646\u0638\u0631 \u0646\u0638\u0627\u0645\u06cc \u0647\u0645\u0686\u0646\u0627\u0646 \u06a9\u0627\u0631\u0622\u0645\u062f \u0647\u0633\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0646\u0632\u0648\u0627 \u0645\u0633\u062a\u0644\u0632\u0645 \u062a\u06a9\u06cc\u0647 \u0628\u0631 \u062a\u0648\u0644\u06cc\u062f \u062f\u0627\u062e\u0644\u06cc \u0648 \u0648\u0627\u0631\u062f\u0627\u062a \u0645\u0648\u0627\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0631\u0642\u0627\u0628\u062a\u200c\u067e\u0630\u06cc\u0631\u06cc \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u062c\u0647\u0627\u0646\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u062c\u0627\u0631\u06cc \u0645\u062d\u062f\u0648\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0645\u0627 \u0646\u0648\u0622\u0648\u0631\u06cc \u062f\u0631 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0638\u0627\u0645\u06cc \u062e\u0627\u0635 \u0631\u0627 \u062a\u0633\u0631\u06cc\u0639 \u0645\u06cc\u200c\u0628\u062e\u0634\u062f.<\/h3><div><h3 style=\"font-style: normal; letter-spacing: normal;\">\u062e\u0627\u0648\u0631\u0645\u06cc\u0627\u0646\u0647:<\/h3><h3>\u00a0\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9\u060c \u0637\u0631\u0627\u062d\u06cc \u0648 \u062a\u0645\u0644\u06a9 (GPU\u060c ASIC\u060c HPC)<br \/>\u06a9\u0634\u0648\u0631\u0647\u0627\u06cc \u0628\u0631\u062a\u0631 \u062e\u0627\u0648\u0631\u0645\u06cc\u0627\u0646\u0647 \u062f\u0631 \u062d\u0627\u0644 \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u200c\u0647\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0627\u0645\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0646\u062f\u0627\u0632\u0647 \u062d\u06cc\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f.<\/h3><h3>\u00a0\u00a0\u0639\u0631\u0628\u0633\u062a\u0627\u0646 \u0633\u0639\u0648\u062f\u06cc \u0648 \u0627\u0645\u0627\u0631\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0639\u0631\u0628\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062a\u0647\u0627\u062c\u0645\u06cc \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0646 \u0628\u0647 \u0642\u0637\u0628\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 \u0635\u0646\u062f\u0648\u0642\u200c\u0647\u0627\u06cc \u062b\u0631\u0648\u062a \u062f\u0648\u0644\u062a\u06cc \u0647\u0633\u062a\u0646\u062f \u0648 \u0628\u0631 \u062e\u0631\u06cc\u062f \u062e\u0648\u0634\u0647\u200c\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc (GPU) \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u062d\u0627\u0641\u0638\u0647 \u067e\u0647\u0646 \u0628\u0627\u0646\u062f (HBM) \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 (HPC) \u0648 \u0627\u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0648\u0644\u062a\u06cc \u062f\u0631 \u0633\u0637\u062d \u062c\u0647\u0627\u0646\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u0646\u062f.<\/h3><h3>\u0627\u0633\u0631\u0627\u0626\u06cc\u0644 \u0627\u0645\u0627 \u062a\u0648\u0627\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631 \u0637\u0631\u0627\u062d\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u060c \u062a\u062d\u0642\u06cc\u0642 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0648 \u0633\u0627\u062e\u062a \u062a\u0631\u0627\u0634\u0647\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc ASIC \u0648 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc (NPU) \u0645\u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0627 \u0628\u0647\u0631\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062a\u062e\u0635\u0635 \u0639\u0645\u06cc\u0642 \u062e\u0648\u062f \u062f\u0631 \u062a\u062d\u0642\u06cc\u0642 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0646\u06cc\u0645\u0647\u200c\u0647\u0627\u062f\u06cc\u200c\u0647\u0627 \u0648 \u0627\u0645\u0646\u06cc\u062a \u0633\u0627\u06cc\u0628\u0631\u06cc\u060c \u0627\u0633\u0631\u0627\u0626\u06cc\u0644 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u0631\u06a9\u0632 \u0646\u0648\u0622\u0648\u0631\u06cc \u062d\u06cc\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0632\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0646\u0633\u0644 \u0628\u0639\u062f\u06cc \u0648 \u0637\u0631\u0627\u062d\u06cc \u0634\u062a\u0627\u0628\u200c\u062f\u0647\u0646\u062f\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0627\u063a\u0644\u0628 \u0628\u0627 \u063a\u0648\u0644\u200c\u0647\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u0622\u0645\u0631\u06cc\u06a9\u0627 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0646\u0632\u062f\u06cc\u06a9\u06cc \u062f\u0627\u0631\u062f.<\/h3><h3>\u062a\u0645\u0631\u06a9\u0632 \u062f\u0648\u06af\u0627\u0646\u0647 \u0627\u06cc\u0646 \u0645\u0646\u0637\u0642\u0647 \u0628\u0631 \u0627\u06a9\u062a\u0633\u0627\u0628 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u0628\u0631 \u0648 \u062e\u0644\u0642 \u0645\u0627\u0644\u06a9\u06cc\u062a \u0641\u06a9\u0631\u06cc\u060c \u0628\u0633\u06cc\u0627\u0631 \u0631\u0627\u0647\u0628\u0631\u062f\u06cc \u0627\u0633\u062a.<\/h3><div><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"34\">\u0627\u0631\u0648\u067e\u0627 \u0648 \u0627\u062a\u062d\u0627\u062f\u06cc\u0647 \u0627\u0631\u0648\u067e\u0627:<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u0627\u062e\u0644\u0627\u0642 \u0648 \u062d\u0627\u06a9\u0645\u06cc\u062a (NPU, ASIC)<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"34\">\u0627\u062a\u062d\u0627\u062f\u06cc\u0647 \u0627\u0631\u0648\u067e\u0627 \u0628\u0631\u0627\u06cc \u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u062f\u0631 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0645\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0631\u062f\u0647\u200c\u0628\u0627\u0644\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647\u06cc \u0639\u0642\u0628 \u0645\u0627\u0646\u062f\u0647 \u0627\u0633\u062a. \u0642\u0627\u0646\u0648\u0646 \u0686\u06cc\u067e\u0633 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645\u06cc \u0631\u0627 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0646\u06cc\u0645\u0647\u200c\u0647\u0627\u062f\u06cc \u0622\u063a\u0627\u0632 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u0631\u0648\u06cc\u06a9\u0631\u062f \u0627\u062e\u0644\u0627\u0642\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0633\u062a\u0644\u0632\u0645 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0642\u0627\u0628\u0644 \u06a9\u0646\u062a\u0631\u0644 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0633\u062a (\u0645\u062b\u0644\u0627\u064b \u062a\u0648\u0633\u0639\u0647 NPU \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0648 ASIC). \u0645\u062c\u0627\u0631\u0633\u062a\u0627\u0646 \u062f\u0631 \u067e\u06cc \u06cc\u0627\u0641\u062a\u0646 \u062c\u0627\u06cc\u06af\u0627\u0647 \u062e\u0648\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0642\u0634\u0647 \u0645\u0646\u0637\u0642\u0647\u200c\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u0648\u0633\u0639\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0627\u0633\u062a \u06a9\u0647 \u062d\u0631\u06a9\u062a\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/h3><\/div><div><h3 style=\"font-style: normal; letter-spacing: normal;\">\u0622\u0645\u0631\u06cc\u06a9\u0627\u06cc \u062c\u0646\u0648\u0628\u06cc \u0648 \u0622\u0641\u0631\u06cc\u0642\u0627:<\/h3><h3>\u00a0\u0645\u0631\u0627\u06a9\u0632 \u0646\u0648\u0638\u0647\u0648\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0628\u0647\u060c \u0632\u06cc\u0631\u0633\u0627\u062e\u062a)<\/h3><h3>\u0627\u06cc\u0646 \u0645\u0646\u0627\u0637\u0642 \u0628\u0647 \u0633\u0631\u0639\u062a \u062f\u0631 \u062d\u0627\u0644 \u067e\u0630\u06cc\u0631\u0634 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0633\u062a\u0646\u062f \u0648 \u0639\u0645\u062f\u062a\u0627\u064b \u0628\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0628\u0647 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u0646\u062f\u060c \u0646\u0647 \u0633\u0627\u062e\u062a \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647.<\/h3><h3>\u00a0\u06a9\u0634\u0648\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u0631\u0632\u06cc\u0644 (\u0622\u0645\u0631\u06cc\u06a9\u0627\u06cc \u062c\u0646\u0648\u0628\u06cc) \u0648 \u0622\u0641\u0631\u06cc\u0642\u0627\u06cc \u062c\u0646\u0648\u0628\u06cc (\u0622\u0641\u0631\u06cc\u0642\u0627) \u062f\u0631 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 \u0645\u0631\u0627\u06a9\u0632 \u062f\u0627\u062f\u0647 \u067e\u06cc\u0634\u062a\u0627\u0632 \u0647\u0633\u062a\u0646\u062f. \u062a\u0645\u0631\u06a9\u0632 \u0631\u0627\u0647\u0628\u0631\u062f\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0631 \u0628\u0647\u0631\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 NPU\u0647\u0627\u06cc \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647 \u0648 \u0646\u0633\u0644\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 GPU \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0645\u062d\u0644\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0634\u0627\u0648\u0631\u0632\u06cc\u060c \u0634\u0645\u0648\u0644 \u0645\u0627\u0644\u06cc \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062e\u062f\u0645\u0627\u062a \u0628\u0647\u062f\u0627\u0634\u062a\u06cc \u0627\u0633\u062a. \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0628\u0644\u0646\u062f\u0645\u062f\u062a \u0634\u0627\u0645\u0644 \u062c\u0630\u0628 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0628\u06cc\u0646\u200c\u0627\u0644\u0645\u0644\u0644\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u0633\u062a\u0642\u0644 \u0648 \u0645\u0642\u0627\u0648\u0645 \u0627\u0633\u062a.<\/h3><\/div><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"31\">\u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0622\u0645\u0631\u06cc\u06a9\u0627:<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u0645\u0648\u062a\u0648\u0631 \u0646\u0648\u0622\u0648\u0631\u06cc (GPU\u060c HBM\u060c NVLINK)<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\" data-path-to-node=\"31\">\u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0622\u0645\u0631\u06cc\u06a9\u0627 \u067e\u06cc\u0634\u0631\u0648 \u062c\u0647\u0627\u0646\u06cc \u062f\u0631 \u062a\u062d\u0642\u06cc\u0642 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a\u060c \u0628\u0627 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0648 \u062f\u0631 \u0637\u0631\u0627\u062d\u06cc \u0648 \u062a\u0648\u0644\u06cc\u062f \u062a\u0631\u0627\u0634\u0647 (\u0627\u0646\u0648\u06cc\u062f\u06cc\u0627\u060c \u0627\u06cc\u200c\u0627\u0645\u200c\u062f\u06cc\u060c \u0627\u06cc\u0646\u062a\u0644).<\/h3><h3 style=\"font-style: normal; letter-spacing: normal;\">\u00a0\u0645\u0632\u06cc\u062a \u0628\u0647\u200c\u062f\u0633\u062a\u200c\u0622\u0645\u062f\u0647 \u062f\u0631 \u0637\u0631\u0627\u062d\u06cc GPU\u060c NVLINK \u0648 HBM\u060c \u0628\u0631\u062a\u0631\u06cc\u200c\u0627\u06cc \u0627\u062c\u062a\u0646\u0627\u0628\u200c\u0646\u0627\u067e\u0630\u06cc\u0631 \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0627\u0631\u067e\u0627 \u0648 \u0633\u0627\u06cc\u0631 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u062f\u0648\u0644\u062a\u06cc \u062a\u0623\u0645\u06cc\u0646 \u0645\u0627\u0644\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0646\u0633\u0644 \u0628\u0639\u062f\u06cc (\u0645\u0627\u0646\u0646\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u200c\u0647\u0627\u06cc TPU\u060c ASIC) \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062d\u0641\u0638 \u062a\u0633\u0644\u0637 \u0641\u0646\u0627\u0648\u0631\u06cc \u06cc\u06a9 \u0647\u062f\u0641 \u062d\u06cc\u0627\u062a\u06cc \u0627\u0645\u0646\u06cc\u062a \u0645\u0644\u06cc \u0627\u0633\u062a.<\/h3><\/div><h3 data-path-to-node=\"35\">\u00a0<\/h3><h3>\u0628. \u0631\u06cc\u0633\u06a9\u200c\u0647\u0627\u06cc \u0631\u0642\u0627\u0628\u062a: <br \/>\u0631\u0648\u06cc \u062a\u0627\u0631\u06cc\u06a9 \u0633\u06a9\u0647<\/h3><h3>\u00a0<\/h3><ol start=\"1\" data-path-to-node=\"36\"><li><h3 data-path-to-node=\"36,0,0\"><b><a href=\"https:\/\/www.oecd.org\/en\/publications\/competition-in-artificial-intelligence-infrastructure_623d1874-en\/full-report\/component-5.html\">\u0632\u0646\u062c\u06cc\u0631\u0647 \u062a\u0623\u0645\u06cc\u0646<\/a> \u0622\u0633\u06cc\u0628\u200c\u067e\u0630\u06cc\u0631\u06cc:<\/b><\/h3><h3>\u062a\u0645\u0631\u06a9\u0632 \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc <a href=\"https:\/\/docs.nvidia.com\/ai-enterprise\/planning-resource\/ai-factory-white-paper\/latest\/introduction.html\">\u062a\u0648\u0644\u06cc\u062f \u062a\u0631\u0627\u0634\u0647<\/a> (\u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0646\u0633\u0648\u0631\u060c \u0645\u062f\u0627\u0631 \u0645\u062c\u062a\u0645\u0639 \u0648\u06cc\u0698\u0647<\/b>s\u2014\u0645\u062b\u0644\u0627\u064b \u062a\u0627\u06cc\u0648\u0627\u0646) \u0646\u0645\u0627\u06cc\u0627\u0646\u06af\u0631 \u06cc\u06a9 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0646\u0642\u0637\u0647 \u0622\u0633\u06cc\u0628\u200c\u067e\u0630\u06cc\u0631\u06cc. \u06cc\u06a9 \u062f\u0631\u06af\u06cc\u0631\u06cc \u0628\u0627\u0644\u0642\u0648\u0647 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data-path-to-node=\"36,2,0\"><b>\u062a\u0634\u062f\u06cc\u062f \u0645\u0633\u0627\u0628\u0642\u0647 \u062a\u0633\u0644\u06cc\u062d\u0627\u062a\u06cc:<br \/><\/b><br \/>\u00a0\u0622\u0646 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> (\u0628\u0647\u200c\u0648\u06cc\u0698\u0647 <b>TPU\/ASIC<\/b> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627) \u0645\u0648\u062c\u0628 \u06af\u0633\u062a\u0631\u0634 ... \u0645\u06cc\u200c\u0634\u0648\u062f <b>\u06a9\u0634\u0646\u062f\u0647<\/b> \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062a\u0633\u0644\u06cc\u062d\u0627\u062a\u06cc \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631\u060c \u0645\u0646\u062c\u0631 \u0628\u0647 <b>\u0642\u0627\u0637\u0639\u060c \u0633\u0631\u0646\u0648\u0634\u062a\u200c\u0633\u0627\u0632<\/b> \u0628\u06cc\u200c\u062b\u0628\u0627\u062a\u200c\u0633\u0627\u0632\u06cc \u062b\u0628\u0627\u062a \u0631\u0627\u0647\u0628\u0631\u062f\u06cc<\/h3><\/li><\/ol><hr data-path-to-node=\"37\" \/><h3 data-path-to-node=\"38\">\u00a0<\/h3><h2>\u06f4. \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9 \u2013<\/h2><h3>\u062a\u0648\u0632\u06cc\u0639 \u0645\u062c\u062f\u062f \u0642\u062f\u0631\u062a \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u00a0<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"39\">\u062f\u0631 \u0627\u0645\u062a\u062f\u0627\u062f \u0645\u062d\u0648\u0631 \u062a\u062e\u0635\u0635\u06cc <b><a href=\"https:\/\/www.idc.com\/resource-center\/blog\/global-memory-shortage-crisis-market-analysis-and-the-potential-impact-on-the-smartphone-and-pc-markets-in-2026\/\">\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/a><\/b> \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI)\u060c \u062f\u0648 <b>\u0628\u0646\u06cc\u0627\u062f\u06cc<\/b> \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9 \u062a\u0639\u06cc\u06cc\u0646\u200c\u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0622\u0634\u06a9\u0627\u0631 \u0634\u062f\u0646 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 <b>\u06af\u0631\u06cc\u0632\u0646\u0627\u067e\u0630\u06cc\u0631<\/b> \u062a\u0648\u0632\u06cc\u0639 \u0645\u062c\u062f\u062f \u0642\u062f\u0631\u062a<\/h3><h3 data-path-to-node=\"40\">\u00a0<\/h3><h3>\u0627\u0644\u0641. \u063a\u06cc\u0631\u0645\u062a\u0645\u0631\u06a9\u0632\u0633\u0627\u0632\u06cc \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc (\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0628\u0647)<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"41\">\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0646\u062f\u0647\u0627 \u062f\u0631 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u062a\u0648\u0633\u0639\u0647\u060c \u0627\u0646\u062a\u0642\u0627\u0644 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0627\u0632 \u0645\u0631\u0627\u06a9\u0632 \u062f\u0627\u062f\u0647 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0628\u0647 <b>\u0644\u0628\u0647<\/b>.<\/h3><ul data-path-to-node=\"42\"><li><h3 data-path-to-node=\"42,0,0\"><b>\u062a\u0633\u0644\u0637 NPU:<\/b><\/h3><h3>\u067e\u0630\u06cc\u0631\u0634 \u06af\u0633\u062a\u0631\u062f\u0647\u0654 <b>\u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc<\/b> \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0647\u0645\u0631\u0627\u0647\u060c \u067e\u0647\u067e\u0627\u062f\u0647\u0627 \u0648 \u0648\u0633\u0627\u06cc\u0644 \u0646\u0642\u0644\u06cc\u0647 \u062e\u0648\u062f\u0631\u0627\u0646\u060c \u0627\u0645\u06a9\u0627\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0633\u0631\u06cc\u0639 \u0648 \u0628\u06cc\u200c\u062f\u0631\u0646\u06af \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u062a\u0623\u062e\u06cc\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 <b>\u062d\u06cc\u0627\u062a\u06cc<\/b> \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u0628\u06cc\u200c\u0647\u0645\u062a\u0627<\/b> \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0631\u0627\u06cc \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u062f\u0641\u0627\u0639\u06cc \u0648 \u0635\u0646\u0639\u062a\u06cc.<\/h3><\/li><li><h3 data-path-to-node=\"42,1,0\"><b>\u0647\u0645\u200c\u0627\u0641\u0632\u0627\u06cc\u06cc \u0627\u0628\u0631 \u0648 \u0644\u0628\u0647:<\/b><\/h3><h3>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0647\u0645\u0686\u0646\u0627\u0646 \u0631\u0648\u06cc \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\/\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc<\/b> \u062e\u0648\u0634\u0647\u200c\u0647\u0627\u06cc\u060c \u0627\u0645\u0627 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648 \u0632\u0645\u0627\u0646\u200c\u0648\u0627\u0642\u0639\u06cc <b>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/b> \u0645\u062d\u0644\u06cc \u062a\u0648\u0633\u0637 <b>\u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc<\/b>. \u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647 <b>\u0647\u0631\u06af\u0632 \u062f\u06cc\u062f\u0647 \u0646\u0634\u062f\u0647<\/b> \u06a9\u0627\u0631\u0627\u06cc\u06cc<\/h3><\/li><\/ul><h3 data-path-to-node=\"43\">\u00a0<\/h3><h3>\u0628. \u0631\u0642\u0627\u0628\u062a \u062c\u0647\u0627\u0646\u06cc \u0628\u0631 \u0633\u0631 \u0647\u0646\u062c\u0627\u0631\u0647\u0627 \u0648 <a href=\"https:\/\/sagroups.ieee.org\/ai-sc\/standards\/\">\u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627<\/a><\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"44\">\u06cc\u06a9 <b>\u062a\u0645\u0627\u0645\u200c\u0639\u06cc\u0627\u0631<\/b> \u0631\u0642\u0627\u0628\u062a \u062c\u0647\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u0627\u0633\u062a <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627. \u0627\u0628\u0631\u0642\u062f\u0631\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u062f\u0641\u0634\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062e\u0648\u062f \u0631\u0627 (\u0645\u0627\u0646\u0646\u062f\u060c <b>\u0627\u0646\u200c\u0648\u06cc\u200c\u0644\u06cc\u0646\u06a9<\/b> \u067e\u0631\u0648\u062a\u06a9\u0644\u200c\u0647\u0627 <b>\u0627\u0686\u200c\u0628\u06cc\u200c\u0627\u0645<\/b> \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644) \u0645\u0628\u0646\u0627\u06cc \u0647\u0646\u062c\u0627\u0631 \u062c\u0647\u0627\u0646\u06cc.<\/h3><ul data-path-to-node=\"45\"><li><h3 data-path-to-node=\"45,0,0\"><b>\u062a\u0633\u0644\u0637 \u0628\u0631 \u0645\u0642\u0631\u0631\u0627\u062a \u0628\u0627\u0632\u0627\u0631:<\/b><\/h3><h3>\u0647\u0631 \u06a9\u0633 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f (\u0645\u062b\u0644\u0627\u064b \u067e\u0631\u0648\u062a\u06a9\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u0622\u0645\u0648\u0632\u0634 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc) \u0633\u0648\u062f\u0647\u0627\u06cc \u0628\u0644\u0646\u062f\u0645\u062f\u062a \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u0622\u0648\u0631\u062f <b>\u0646\u0641\u0648\u0630 \u0698\u0626\u0648\u067e\u0644\u06cc\u062a\u06cc\u06a9\u06cc<\/b> \u0648 <b>\u062a\u0633\u0644\u0637 \u0628\u0631 \u0628\u0627\u0632\u0627\u0631<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"45,1,0\"><b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0645\u062a\u0646\u200c\u0628\u0627\u0632:<br \/><\/b><br \/>\u00a0\u06af\u0633\u062a\u0631\u0634 \u0645\u0639\u0645\u0627\u0631\u06cc RISC-V (\u06cc\u06a9 \u0645\u0639\u0645\u0627\u0631\u06cc \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u06a9\u0647 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc <b>ASIC\/NPU<\/b> \u062a\u0648\u0633\u0639\u0647) \u0646\u0642\u0637\u0647\u200c\u0645\u0642\u0627\u0628\u0644 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0628\u0633\u062a\u0647 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0627 \u0641\u0631\u0627\u0647\u0645 \u06a9\u0631\u062f\u0646 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0622\u0632\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0644\u062a\u200c\u0647\u0627 \u0648 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 \u062f\u0631 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u062a\u0648\u0633\u0639\u0647<\/h3><\/li><\/ul><hr data-path-to-node=\"46\" \/><h3 data-path-to-node=\"47\">\u00a0<\/h3><h2>\u06f5. \u062a\u0623\u062b\u06cc\u0631\u0627\u062a \u0628\u0631 \u0628\u0627\u0632\u0627\u0631 \u0635\u0646\u0639\u062a \u0648 \u06a9\u0627\u0631 \u2013<br \/>\u00a0\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc + \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"48\">\u062a\u0631\u06a9\u06cc\u0628 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u062a\u062e\u0635\u0635 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u062f\u0631 \u062d\u0627\u0644 \u0622\u063a\u0627\u0632 \u06cc\u06a9 <b>\u06af\u0631\u06cc\u0632\u0646\u0627\u067e\u0630\u06cc\u0631<\/b> \u062c\u062f\u06cc\u062f <b>\u0627\u0646\u0642\u0644\u0627\u0628 \u0635\u0646\u0639\u062a\u06cc<\/b>.<\/h3><h3 data-path-to-node=\"49\">\u00a0<\/h3><h3>\u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0648 \u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"50\">\u0622\u0646 <b>\u0634\u06a9\u0648\u0641\u0627\u06cc\u06cc\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631<\/b> \u0642\u062f\u0631\u062a <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> (\u0628\u0647\u200c\u0648\u06cc\u0698\u0647 <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b> \u0648 <b>\u0633\u0627\u0632\u0645\u0627\u0646 \u0628\u0648\u0631\u0633 \u0648 \u0627\u0648\u0631\u0627\u0642 \u0628\u0647\u0627\u062f\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u0644\u06cc\u0627<\/b>) \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0648\u0627\u0632\u06cc\u200c\u067e\u0630\u06cc\u0631 \u0622\u0634\u06a9\u0627\u0631\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a:<\/h3><ul data-path-to-node=\"51\"><li><h3 data-path-to-node=\"51,0,0\"><b>\u0645\u0627\u0644\u06cc\u0647 \u0648 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0627\u0632\u0627\u0631:<\/b> <br \/><b><br \/>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\/\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc<\/b> \u0633\u0631\u0639\u062a\u200c\u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0628\u0627 \u0641\u0631\u06a9\u0627\u0646\u0633 \u0628\u0627\u0644\u0627 (HFT) \u0648 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9\u060c \u062a\u0636\u0645\u06cc\u0646 \u06cc\u06a9 <b>\u0628\u06cc\u200c\u0647\u0645\u062a\u0627<\/b> \u0645\u0632\u06cc\u062a \u0631\u0642\u0627\u0628\u062a\u06cc<\/h3><\/li><li><h3 data-path-to-node=\"51,1,0\"><b>\u0637\u0631\u0627\u062d\u06cc \u062f\u0627\u0631\u0648:<\/b><\/h3><h3>\u0645\u0648\u0644\u06a9\u0648\u0644\u06cc <b>\u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc<\/b> \u0648 \u062a\u0634\u062e\u06cc\u0635\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\/\u062d\u0627\u0641\u0638\u0647\u0654 \u0628\u0627 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0628\u0627\u0644\u0627<\/b> \u062e\u0648\u0634\u0647\u200c\u0647\u0627 \u0645\u0646\u062c\u0631 \u0628\u0647 <b>\u062d\u06cc\u0627\u062a\u06cc<\/b> \u0634\u06a9\u0627\u0641\u200c\u0647\u0627 \u0628\u0627 \u06cc\u06a9 <b>\u0639\u0638\u06cc\u0645\u060c \u0628\u0627\u0634\u06a9\u0648\u0647\u060c \u06cc\u0627\u062f\u0645\u0627\u0646<\/b> \u062a\u0623\u062b\u06cc\u0631 \u0628\u0631 \u0633\u0644\u0627\u0645\u062a \u0639\u0645\u0648\u0645\u06cc<\/h3><\/li><\/ul><h3 data-path-to-node=\"52\"><b>\u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u062d\u06cc\u0627\u062a\u06cc:<br \/><\/b><br \/>\u00a0\u062f\u0631 \u067e\u06cc \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc <b>\u062e\u0644\u0644\u060c \u0627\u062e\u062a\u0644\u0627\u0644<\/b>\u060c \u0645\u0648\u0642\u0639\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0627 \u0627\u0631\u0632\u0634 \u0627\u0641\u0632\u0648\u062f\u0647 \u0628\u0627\u0644\u0627 \u062f\u0631 \u062d\u0627\u0644 \u0638\u0647\u0648\u0631 \u0647\u0633\u062a\u0646\u062f:<\/h3><ul data-path-to-node=\"53\"><li><h3 data-path-to-node=\"53,0,0\"><b>\u0645\u0647\u0646\u062f\u0633\u06cc\u0646 \u0647\u0645\u200c\u0637\u0631\u0627\u062d\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\/\u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631:<br \/><\/b><br \/>\u0645\u062a\u062e\u0635\u0635\u0627\u0646\u06cc \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0631\u0627\u06cc \u0647\u062f\u0641 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> (<b>ASIC\u060c NPU\u060c TPU<\/b>). \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u06cc\u06a9 <b>\u0628\u06cc\u200c\u0642\u06cc\u0645\u062a\u060c \u06af\u0631\u0627\u0646\u0628\u0647\u0627<\/b> \u0645\u0632\u06cc\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9<\/h3><\/li><li><h3 data-path-to-node=\"53,1,0\"><b>\u0645\u0639\u0645\u0627\u0631\u0627\u0646 \u0645\u0631\u06a9\u0632 \u062f\u0627\u062f\u0647:<\/b><\/h3><h3>\u0645\u062a\u062e\u0635\u0635\u0627\u0646\u06cc \u06a9\u0647 \u0645\u0633\u0626\u0648\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0627\u0631\u0622\u0645\u062f <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b> \u062e\u0648\u0634\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 ... \u0628\u0647 \u0647\u0645 \u0645\u062a\u0635\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f <b>\u0627\u0646\u200c\u0648\u06cc\u200c\u0644\u06cc\u0646\u06a9<\/b>\u060c \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 <b>\u0627\u0686\u200c\u0628\u06cc\u200c\u0627\u0645<\/b> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647<\/h3><\/li><\/ul><h3 data-path-to-node=\"54\">\u00a0<\/h3><h3>\u06a9\u0645\u0628\u0648\u062f \u0646\u06cc\u0631\u0648\u06cc \u06a9\u0627\u0631 \u0648 \u0622\u0645\u0648\u0632\u0634 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"55\">\u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0645\u0627\u0646\u0639 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> <b>\u06a9\u0645\u0628\u0648\u062f \u0646\u06cc\u0631\u0648\u06cc \u06a9\u0627\u0631<\/b>. <b>\u0641\u0648\u0631\u06cc<\/b> \u0648 \u0628\u0647 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0644\u0646\u062f\u0645\u062f\u062a \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a:<\/h3><ul data-path-to-node=\"56\"><li><h3 data-path-to-node=\"56,0,0\"><b>\u0622\u0645\u0648\u0632\u0634 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9:<\/b> <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u0645\u0647\u0646\u062f\u0633\u06cc -\u0648\u06cc\u0698\u0647 (\u0646\u06cc\u0645\u0647\u200c\u0631\u0633\u0627\u0646\u0627\u060c <b>\u0633\u0627\u0632\u0645\u0627\u0646 \u0628\u0648\u0631\u0633 \u0648 \u0627\u0648\u0631\u0627\u0642 \u0628\u0647\u0627\u062f\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u0644\u06cc\u0627<\/b> \u0637\u0631\u0627\u062d\u06cc <b>NPU<\/b> \u062a\u0648\u0633\u0639\u0647 \u0648 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647\u060c \u062f\u0631 \u0633\u0637\u062d \u0645\u0644\u06cc\u060c \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. <b>\u0636\u0631\u0648\u0631\u062a \u0631\u0627\u0647\u0628\u0631\u062f\u06cc<\/b>.<\/h3><\/li><\/ul><hr data-path-to-node=\"57\" \/><h3 data-path-to-node=\"58\">\u00a0<\/h3><h2>\u06f6. \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc\u060c \u0642\u0627\u0646\u0648\u0646\u06cc \u0648 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u2013 <br \/>\u062a\u0646\u0638\u06cc\u0645 \u0645\u0642\u0631\u0631\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"59\">\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0642\u0648\u06cc\u062a\u200c\u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0633\u0627\u062e\u062a\u0646 <b>\u0627\u062e\u0644\u0627\u0642\u06cc\u060c \u0642\u0627\u0646\u0648\u0646\u06cc \u0648 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<\/b> \u062a\u0646\u0638\u06cc\u0645 <b>\u0646\u0627\u06af\u0632\u06cc\u0631<\/b> \u0641\u0648\u0631\u06cc<\/h3><h3 data-path-to-node=\"60\">\u00a0<\/h3><h3>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u063a\u06cc\u0631\u0646\u0638\u0627\u0645\u06cc \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u0646\u0638\u0627\u0645\u06cc: \u0645\u0639\u0636\u0644 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0648\u06af\u0627\u0646\u0647<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"61\"><b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> (\u0628\u0647\u200c\u0648\u06cc\u0698\u0647 <b>TPU\/ASIC<\/b> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627) \u0627\u0645\u06a9\u0627\u0646 \u062a\u0648\u0633\u0639\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u06a9\u0634\u0646\u062f\u0647<\/b> \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0646\u0638\u0627\u0645\u06cc. \u0627\u06cc\u0646 <b>\u062f\u0648\u0637\u0631\u0641\u0647<\/b> \u0645\u0639\u0636\u0644 \u0641\u0646\u0627\u0648\u0631\u0627\u0646\u0647 \u062a\u0646\u0634 **\u062d\u0633\u0627\u0633**\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0642\u0631\u0631\u0627\u062a\u200c\u06af\u0630\u0627\u0631\u06cc \u062c\u0647\u0627\u0646\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/h3><ul data-path-to-node=\"62\"><li><h3 data-path-to-node=\"62,0,0\"><b>\u062e\u0637\u0631 \u0641\u0648\u0631\u06cc:<\/b><\/h3><h3>\u0639\u0645\u0644\u06a9\u0631\u062f <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u0646\u0645\u0627\u06cc\u06cc<\/b> \u0627\u0646\u062a\u0634\u0627\u0631 <b>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06af\u0645\u0631\u0627\u0647\u200c\u06a9\u0646\u0646\u062f\u0647<\/b> \u0648 \u0627\u062c\u0631\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u0647\u062f\u0641\u0645\u0646\u062f \u062d\u0645\u0644\u0627\u062a \u0633\u0627\u06cc\u0628\u0631\u06cc.<br \/>\u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u0646\u062f\u06af\u0627\u0646 \u0628\u0627\u06cc\u062f \u0635\u0627\u062f\u0631\u0627\u062a \u0648 \u0645\u0635\u0631\u0641 \u062f\u0627\u062e\u0644\u06cc \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 <b>\u062d\u06cc\u0627\u062a\u06cc<\/b> \u0627\u0632 \u0645\u0646\u0638\u0631 \u0627\u0645\u0646\u06cc\u062a \u0645\u0644\u06cc<\/h3><\/li><\/ul><h3 data-path-to-node=\"63\">\u00a0<\/h3><h3>\u0646\u0647\u0627\u062f\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u06cc \u0648 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"64\"><li><h3 data-path-to-node=\"64,1,0\"><b>\u0686\u06cc\u0646:<\/b><\/h3><h3>\u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc <b>\u0645\u062a\u0645\u0631\u06a9\u0632<\/b> \u0627\u06cc\u0627\u0644\u062a\u06cc <b>\u06a9\u0646\u062a\u0631\u0644<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"64,1,0\"><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u063a\u0631\u0628 (\u0627\u062a\u062d\u0627\u062f\u06cc\u0647 \u0627\u0631\u0648\u067e\u0627\/\u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0622\u0645\u0631\u06cc\u06a9\u0627):\u00a0<br \/><\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\"><br \/>\u0631\u0648\u06cc \u06cc\u06a9 \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u062f<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0645\u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0627\u0646\u0633\u0627\u0646<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u0634\u0641\u0627\u0641\u06cc\u062a<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u062d\u0641\u0627\u0638\u062a \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u060c \u0648<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0645\u0628\u0627\u0631\u0632\u0647 \u0628\u0627 \u062a\u0628\u0639\u06cc\u0636<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">. \u0642\u0627\u0646\u0648\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u062a\u062d\u0627\u062f\u06cc\u0647 \u0627\u0631\u0648\u067e\u0627 \u06cc\u06a9 ... \u0631\u0627 \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0628\u0646\u06cc\u0627\u062f\u06cc<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0686\u0627\u0631\u0686\u0648\u0628 \u0642\u0627\u0646\u0648\u0646\u06cc \u0628\u0631\u0627\u06cc \u0628\u0632\u0631\u06af<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u00a0<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/span><span style=\"font-size: 1.5rem; font-style: inherit; letter-spacing: 0px;\">\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 -<\/span><\/h3><\/li><\/ul><h3>\u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0648 \u062a\u0647\u062f\u06cc\u062f\u0647\u0627<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"66\">\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0633\u0631\u06cc\u0639 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0627\u0641\u0632\u0627\u06cc\u0634 \u0628\u0627\u0644\u0642\u0648\u0647 <b>\u0646\u0627\u0628\u0631\u0627\u0628\u0631\u06cc\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc<\/b>\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06a9\u0633\u0628 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u0627\u0646\u0647 \u062f\u0631 \u062f\u0633\u062a\u0627\u0646 \u0646\u062e\u0628\u06af\u0627\u0646\u06cc \u0627\u0646\u062f\u06a9 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/h3><h3>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 <b>\u0628\u0627\u0648\u0631\u0646\u06a9\u0631\u062f\u0646\u06cc<\/b> \u0633\u0631\u0639\u062a\u060c \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u062a\u0647\u062f\u06cc\u062f \u0628\u0647 <b>\u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u062f\u0645\u0648\u06a9\u0631\u0627\u062a\u06cc\u06a9<\/b> \u0648 \u0622\u0632\u0627\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062f\u0646\u06cc <b>\u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u06cc\u0633\u06a9<\/b> \u062f\u0631\u0628\u0627\u0631\u0647 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0627\u0633\u062a <b>\u06af\u0631\u06cc\u0632\u0646\u0627\u067e\u0630\u06cc\u0631<\/b>.<\/h3><hr data-path-to-node=\"67\" \/><h3 data-path-to-node=\"68\">\u00a0<\/h3><h2>\u06f7. \u0627\u0631\u0632\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 \u0628\u0627\u0632\u06af\u0634\u062a \u0633\u0631\u0645\u0627\u06cc\u0647 \u2013 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc + \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"69\">\u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u062a\u062e\u0635\u0635 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0645\u0646\u0628\u0639 \u0627\u0633\u062a <b>\u0628\u06cc\u200c\u0642\u06cc\u0645\u062a\u060c \u06af\u0631\u0627\u0646\u0628\u0647\u0627<\/b> \u0627\u0631\u0632\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 <b>\u0628\u06cc\u200c\u0647\u0645\u062a\u0627<\/b> \u0628\u0627\u0632\u062f\u0647 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc (ROI)<\/h3><h3 data-path-to-node=\"70\">\u00a0<\/h3><h3>\u062d\u062f\u0627\u06a9\u062b\u0631\u0633\u0627\u0632\u06cc \u0628\u0627\u0632\u06af\u0634\u062a \u0633\u0631\u0645\u0627\u06cc\u0647<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"71\"><b>\u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u0644\u0645\u0648\u0633 \u0627\u0632 \u0628\u0627\u0632\u062f\u0647\u200c\u0647\u0627\u06cc \u0641\u0648\u0631\u06cc:<\/b><\/h3><ol start=\"1\" data-path-to-node=\"72\"><li><h3 data-path-to-node=\"72,0,0\"><b>\u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u0631\u0648:<\/b> \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\/\u062d\u0627\u0641\u0638\u0647\u0654 \u0628\u0627 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0628\u0627\u0644\u0627<\/b> \u062e\u0648\u0634\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0632\u0645\u0627\u0646 \u0648 \u0647\u0632\u06cc\u0646\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u062f\u0627\u0631\u0648\u06cc\u06cc \u0631\u0627 \u062a\u0627 \u06f8\u06f0\u06f1TP3T \u0628\u0647\u200c\u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 <b>\u0641\u0648\u0631\u06cc<\/b> \u0645\u0632\u06cc\u062a \u0628\u0627\u0632\u0627\u0631 \u0648 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u0647\u0627 \u062f\u0631\u0622\u0645\u062f.<\/h3><\/li><li><h3 data-path-to-node=\"72,1,0\"><b>\u062a\u0648\u0633\u0639\u0647\u0654 \u0645\u062f\u0627\u0631 \u0645\u062c\u062a\u0645\u0639 \u062e\u0627\u0635 (ASIC):<\/b> \u0637\u0631\u0627\u062d\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc\u060c \u0647\u062f\u0641\u0645\u0646\u062f <b>\u0622\u0633\u06cc\u06a9\u200c\u0647\u0627<\/b> (\u0628\u0627 \u06a9\u0645\u06a9 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc) \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f <b>\u0646\u0645\u0627\u06cc\u06cc<\/b> \u06a9\u0633\u0628 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0646\u0633\u0628\u062a \u0628\u0647 \u0631\u0642\u0628\u0627\u060c \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 <b>\u0645\u062a\u0648\u0642\u0641\u200c\u0646\u0627\u067e\u0630\u06cc\u0631<\/b> \u0641\u0646\u0627\u0648\u0631\u06cc <b>\u0628\u0631\u062a\u0631\u06cc<\/b>.<\/h3><\/li><\/ol><h3 data-path-to-node=\"73\">\u00a0<\/h3><h3>\u0645\u0632\u06cc\u062a \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u0631\u0642\u0627\u0628\u062a\u200c\u067e\u0630\u06cc\u0631\u06cc<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"74\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc + <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0627\u062a\u062d\u0627\u062f \u0645\u0648\u062a\u0648\u0631 \u0627\u0633\u062a <b>\u0628\u06cc\u200c\u0647\u0645\u062a\u0627<\/b> \u0633\u0631\u0639\u062a \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 <b>\u0645\u0632\u06cc\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9<\/b>. <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\/\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc<\/b> \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f <b>\u0647\u0631\u06af\u0632 \u062f\u06cc\u062f\u0647 \u0646\u0634\u062f\u0647<\/b> \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633\u06cc \u0648 \u062a\u062d\u0642\u0642 <b>\u062d\u06cc\u0627\u062a\u06cc<\/b> <b>\u0634\u06a9\u0648\u0641\u0627\u06cc\u06cc\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631<\/b> \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u06a9\u0647 \u0631\u0642\u0628\u0627 \u0628\u0647\u200c\u0633\u0627\u062f\u06af\u06cc \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0622\u0646 \u0647\u0645\u0631\u0627\u0647 \u0634\u0648\u0646\u062f. \u0634\u0631\u06a9\u062a\u06cc \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0634\u0634 \u0645\u0627\u0647 \u0632\u0648\u062f\u062a\u0631 \u06cc\u06a9 \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u067e\u06cc\u0634\u0631\u0648 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0646\u062f. <b>\u0628\u06cc\u200c\u0631\u062d\u0645\u0627\u0646\u0647<\/b> \u0645\u0633\u062a\u062d\u06a9\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u062a\u0633\u0644\u0637 \u0628\u0631 \u0628\u0627\u0632\u0627\u0631<\/b>.<\/h3><h3 data-path-to-node=\"75\">\u00a0<\/h3><h3>\u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u06cc\u0633\u06a9<\/h3><h3>\u00a0<\/h3><h3 data-path-to-node=\"76\">\u062a\u0628\u062f\u06cc\u0644 \u0631\u0627\u0647\u0628\u0631\u062f\u06cc \u0631\u06cc\u0633\u06a9 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u0645\u0632\u06cc\u062a \u0631\u0642\u0627\u0628\u062a\u06cc. <b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b>\u0645\u0628\u062a\u0646\u06cc \u0628\u0631 <b>\u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627<\/b> \u0648 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<b>\u0627\u0646\u0642\u0644\u0627\u0628 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0646<\/b> \u0627\u0631\u062a\u0628\u0627\u0637. The <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u0633\u0624\u0627\u0644 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc <b>\u0634\u06a9\u0648\u0641\u0627\u06cc\u06cc\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631<\/b> \u062a\u0645\u062f\u0646 \u0631\u0627 \u0645\u062a\u062d\u062f \u06cc\u0627 \u062a\u0642\u0633\u06cc\u0645 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f.<\/h3><hr data-path-to-node=\"87\" \/><h3 data-path-to-node=\"88\">\u00a0<\/h3><h2>\u06f9. \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0631\u0647\u0628\u0631\u06cc \u2013 <br \/>\u0637\u0631\u062d \u0639\u0645\u0644\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9 \u06f5 \u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc + \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u00a0<\/h2><h3>\u00a0<\/h3><h3 data-path-to-node=\"89\">\u0628\u0631\u0627\u06cc \u0631\u0642\u0627\u0628\u062a\u200c\u067e\u0630\u06cc\u0631 \u0645\u0627\u0646\u062f\u0646 \u062f\u0631 \u0639\u0631\u0635\u0647 \u062c\u0647\u0627\u0646\u06cc\u060c \u0631\u0647\u0628\u0631\u0627\u0646 \u0628\u0627\u06cc\u062f \u0628\u0631 \u0627\u0633\u0627\u0633 <b>\u0641\u0648\u0631\u06cc<\/b> \u0648 <b>\u0636\u0631\u0648\u0631\u062a \u0631\u0627\u0647\u0628\u0631\u062f\u06cc<\/b>. \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u062e\u0635\u0635\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06cc\u06a9 <b>\u06af\u0631\u06cc\u0632\u0646\u0627\u067e\u0630\u06cc\u0631<\/b> \u0641\u0631\u0645\u0627\u0646<\/h3><h3 data-path-to-node=\"90\">\u00a0<\/h3><h3>\u06f1. \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648\u0636\u0639\u06cc\u062a \u0648 \u062a\u0648\u0633\u0639\u0647 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"91\"><li><h3 data-path-to-node=\"91,0,0\"><b>\u0628\u0627\u0632\u0631\u0633\u06cc \u0641\u0648\u0631\u06cc:<\/b><\/h3><h3>\u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> <b>\u0645\u0645\u06cc\u0632\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062a\u0627\u0628\u200c\u062f\u0647\u0646\u062f\u0647 \u0634\u0631\u06a9\u062a<\/b> \u0645\u0648\u062c\u0648\u062f <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 (<b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc<\/b> \u062e\u0648\u0634\u0647\u200c\u0647\u0627 <b>NPU<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647).<\/h3><\/li><li><h3 data-path-to-node=\"91,1,0\"><b>\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0647\u062f\u0641\u0645\u0646\u062f:<br \/><\/b><br \/>\u00a0\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc <b>\u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9<\/b> \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u062f\u0631 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc (<b>\u0622\u0633\u06cc\u06a9\u060c \u062a\u06cc\u200c\u067e\u06cc\u200c\u06cc\u0648<\/b> \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc) <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u062f\u0627\u0646\u0634 -\u0648\u06cc\u0698\u0647 \u06cc\u06a9 <b>\u0628\u06cc\u200c\u0642\u06cc\u0645\u062a\u060c \u06af\u0631\u0627\u0646\u0628\u0647\u0627<\/b> \u0645\u0646\u0628\u0639.<\/h3><\/li><\/ul><h3 data-path-to-node=\"92\">\u00a0<\/h3><h3>\u06f2. \u0627\u06cc\u062c\u0627\u062f \u0645\u0634\u0627\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0631\u0627\u0647\u0628\u0631\u062f\u06cc<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"93\"><li><h3 data-path-to-node=\"93,0,0\"><b>\u0647\u0645\u06a9\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<br \/><\/b><br \/>\u00a0\u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0631\u062f\u0646 <b>\u062d\u06cc\u0627\u062a\u06cc<\/b> \u0634\u0631\u0627\u06a9\u062a \u0628\u0627 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u062a\u0648\u0644\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 (<b>\u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc\u060c \u062d\u0627\u0641\u0638\u0647\u0654 \u0628\u0627 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0628\u0627\u0644\u0627<\/b>)\u060c \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc (<b>ASIC\u060c \u0648\u0627\u062d\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u0639\u0635\u0628\u06cc<\/b>)\u060c \u0648 \u0645\u0624\u0633\u0633\u0627\u062a \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u067e\u06cc\u0634\u0631\u0648.<\/h3><\/li><li><h3 data-path-to-node=\"93,1,0\"><b>\u062a\u062e\u0635\u0635 \u062e\u0627\u0631\u062c\u06cc:<\/b><\/h3><h3>\u062f\u0631\u06af\u06cc\u0631 \u0634\u0648\u06cc\u062f <b>\u0628\u0633\u06cc\u0627\u0631 \u0645\u0627\u0647\u0631<\/b> \u0645\u062a\u062e\u0635\u0635\u0627\u0646 (\u0645\u062b\u0644\u0627\u064b \u0627\u0632 aronazarar.com) \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 ... \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f. <b>\u0628\u06cc\u200c\u0647\u0645\u062a\u0627<\/b> \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc <b>\u0627\u0646\u200c\u0648\u06cc\u200c\u0644\u06cc\u0646\u06a9<\/b> \u0634\u0628\u06a9\u0647\u200c\u0647\u0627.<\/h3><\/li><\/ul><h3 data-path-to-node=\"94\">\u00a0<\/h3><h3>\u06f3. \u0627\u06cc\u062c\u0627\u062f \u0686\u0627\u0631\u0686\u0648\u0628\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0648 \u0645\u0642\u0631\u0631\u0627\u062a\u06cc<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"95\"><li><h3 data-path-to-node=\"95,0,0\"><b>\u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u0627\u0645\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627:<\/b><\/h3><h3>\u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u06cc\u062f <b>\u0645\u0642\u0627\u0648\u0645 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0622\u06cc\u0646\u062f\u0647<\/b> \u0648 \u06cc\u06a9 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u200c\u0645\u062d\u0648\u0631 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"95,1,0\"><b>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc:<\/b><\/h3><h3>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc ... \u0648\u0636\u0639 \u06a9\u0646\u06cc\u062f <b>\u06a9\u0646\u062a\u0631\u0644<\/b> \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a \u0631\u062f\u06cc\u0627\u0628\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631<\/h3><\/li><\/ul><h3 data-path-to-node=\"96\">\u00a0<\/h3><h3>\u06f4. \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc \u0648 \u0634\u062a\u0627\u0628\u200c\u062f\u0647\u06cc<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"97\"><li><h3 data-path-to-node=\"97,0,0\"><b>\u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u0645\u0642\u06cc\u0627\u0633 \u0648 \u0628\u0647\u200c\u0633\u0631\u0639\u062a \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631:<br \/><\/b><br \/>\u00a0\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc <b>\u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc<\/b> \u062f\u0631 \u0645\u0646\u0627\u0637\u0642\u06cc \u06a9\u0647 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u0648\u0639\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc <b>\u0641\u0648\u0631\u06cc<\/b> \u0648 <b>\u0642\u0627\u0628\u0644 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc<\/b> ROI (\u0645\u062b\u0644\u0627\u064b\u060c <b>\u0633\u0627\u0632\u0645\u0627\u0646 \u0628\u0648\u0631\u0633 \u0648 \u0627\u0648\u0631\u0627\u0642 \u0628\u0647\u0627\u062f\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u0644\u06cc\u0627<\/b>-\u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc). \u0645\u0648\u0641\u0642\u06cc\u062a \u0633\u0631\u06cc\u0639 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u0645\u062a\u0648\u0642\u0641\u200c\u0646\u0627\u067e\u0630\u06cc\u0631<\/b> \u0634\u062a\u0627\u0628<\/h3><\/li><li><h3 data-path-to-node=\"97,1,0\"><b>\u06a9\u0634\u062a \u0648 \u06a9\u0627\u0631 \u0648 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc:<\/b><\/h3><h3>\u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062f\u0631\u0648\u0646\u200c\u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062a\u06cc\u0645\u200c\u0647\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0622\u062e\u0631\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u0646\u062f. <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> (\u0645\u062b\u0644\u0627\u064b\u060c <b>NPU<\/b>) \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627.<\/h3><\/li><\/ul><h3 data-path-to-node=\"98\">\u00a0<\/h3><h3>\u06f5. \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u062a\u0637\u0628\u06cc\u0642 \u0645\u062f\u0627\u0648\u0645 \u0648 \u0622\u06cc\u0646\u062f\u0647\u200c\u0646\u06af\u0631<\/h3><h3>\u00a0<\/h3><ul data-path-to-node=\"99\"><li><h3 data-path-to-node=\"99,0,0\"><b>\u0628\u0627\u0632\u0628\u06cc\u0646\u06cc \u0645\u0646\u0638\u0645:<\/b><\/h3><h3>\u0622\u0646 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0648 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0633\u0631\u0639\u062a\u06cc \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u0627\u0633\u062a <b>\u0646\u0645\u0627\u06cc\u06cc<\/b> \u0646\u0631\u062e. \u06cc\u06a9 \u0628\u0627\u0632\u0628\u06cc\u0646\u06cc \u0633\u0627\u0644\u0627\u0646\u0647 \u0627\u0632 <b>\u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc<\/b> \u0648 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0637\u0631\u062d \u062a\u062f\u0627\u0631\u06a9\u0627\u062a \u0627\u0633\u062a <b>\u0636\u0631\u0648\u0631\u06cc<\/b>.<\/h3><\/li><li><h3 data-path-to-node=\"99,1,0\"><b>\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631:<br \/><\/b><br \/>\u00a0\u0641\u0631\u0647\u0646\u06af\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0631\u0627 \u067e\u0631\u0648\u0631\u0634 \u062f\u0647\u06cc\u062f \u06a9\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 <b>\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0645\u062f\u0627\u0648\u0645<\/b> \u0648 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> \u067e\u0630\u06cc\u0631\u0634 <b>\u062e\u0644\u0644\u060c \u0627\u062e\u062a\u0644\u0627\u0644<\/b>.<\/h3><\/li><\/ul><hr data-path-to-node=\"100\" \/><h3 data-path-to-node=\"101\">\u00a0<\/h3><h2>\u06f1\u06f0. \u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc \u2013<br \/>\u00a0\u0641\u0631\u0627\u062e\u0648\u0627\u0646 \u0645\u0634\u0627\u0631\u06a9\u062a\u060c \u0647\u0634\u062f\u0627\u0631 \u0631\u0627\u0647\u0628\u0631\u062f\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc + \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u00a0<\/h2><h3 data-path-to-node=\"102\"><b>\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc \u0698\u0626\u0648\u067e\u0644\u06cc\u062a\u06cc\u06a9\u06cc:<br \/><\/b><br \/>\u00a0\u0627\u0626\u062a\u0644\u0627\u0641 \u062a\u062e\u0635\u0635\u06cc <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0627\u06a9\u0646\u0648\u0646 \u06cc\u06a9 <b>\u0636\u0631\u0648\u0631\u06cc<\/b> \u0634\u0631\u0637 \u0642\u0631\u0646 \u0628\u06cc\u0633\u062a \u0648 \u06cc\u06a9\u0645 <b>\u0628\u0631\u062a\u0631\u06cc<\/b>.<\/h3><h3>\u0627\u06cc\u0646 \u06cc\u06a9 <b>\u0639\u0638\u06cc\u0645\u060c \u0628\u0627\u0634\u06a9\u0648\u0647\u060c \u06cc\u0627\u062f\u0645\u0627\u0646<\/b> <b>\u0636\u0631\u0648\u0631\u062a \u0631\u0627\u0647\u0628\u0631\u062f\u06cc<\/b>\u060c \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0642\u062a\u0635\u0627\u062f\u06cc\u060c \u0641\u0646\u0627\u0648\u0631\u0627\u0646\u0647 \u0648 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 <b>\u0627\u0645\u0646\u06cc\u062a \u0645\u0644\u06cc<\/b>. \u062f\u0631 <b>\u0628\u06cc\u200c\u0631\u062d\u0645<\/b> \u0631\u0642\u0627\u0628\u062a \u062c\u0647\u0627\u0646\u06cc\u060c \u0645\u0644\u062a\u200c\u0647\u0627 \u0648 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u062a\u062e\u0627\u0630 <b>\u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u0633\u0631\u0646\u0648\u0634\u062a\u200c\u0633\u0627\u0632<\/b> \u0627\u06a9\u0646\u0648\u0646 \u062e\u0648\u0627\u0647\u062f <b>\u0646\u0627\u06af\u0632\u06cc\u0631<\/b> \u062e\u0644\u0641 \u0645\u0627\u0646\u062f\u0646\u00a0<\/h3><h3><b><br \/><\/b><b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> (GPU\u060c NPU\u060c TPU\u060c ASIC\u060c HBM\u060c NVLINK) \u06a9\u0644\u06cc\u062f \u0627\u0633\u062a \u0628\u0647 <b>\u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644<\/b>\u0645\u0627 \u0647\u0646\u0648\u0632 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u0646\u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u0627\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0634\u0645\u0627 \u0631\u0627 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/h3><h3 data-path-to-node=\"103\"><b>\u0641\u0631\u0627\u062e\u0648\u0627\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647:<\/b><\/h3><h3>\u067e\u0646\u062c\u0631\u0647 \u0641\u0631\u0635\u062a \u0628\u0647 \u0633\u0631\u0639\u062a \u062f\u0631 \u062d\u0627\u0644 \u0628\u0633\u062a\u0647 \u0634\u062f\u0646 \u0627\u0633\u062a. \u0627\u06a9\u0646\u0648\u0646 \u0632\u0645\u0627\u0646 \u0627\u0642\u062f\u0627\u0645 \u0631\u0627\u062f\u06cc\u06a9\u0627\u0644 \u0627\u0633\u062a\u060c <b>\u0634\u06a9\u0648\u0641\u0627\u06cc\u06cc\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0686\u0634\u0645\u06af\u06cc\u0631<\/b> \u062a\u062f\u0648\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0648 \u062a\u0648\u0633\u0639\u0647 <b>\u0627\u0646\u062a\u0642\u0627\u062f\u06cc<\/b> <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b>\u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 -<\/h3><h3 data-path-to-node=\"104\"><b>\u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0647\u0645\u06a9\u0627\u0631\u06cc:<\/b><\/h3><h3>\u062a\u062e\u0635\u0635 <b>\u0622\u0631\u0648\u0646\u0627\u0632\u0627\u0631\u0627\u0631.\u06a9\u0627\u0645<\/b> \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f <b>\u06a9\u0644\u06cc\u062f \u062f\u0631 \u062f\u0633\u062a<\/b> \u06a9\u0645\u06a9 \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 <b>\u0645\u062c\u0645\u0648\u0639\u0647<\/b> \u0645\u06cc\u062f\u0627\u0646 \u0646\u0628\u0631\u062f \u0698\u0626\u0648\u067e\u0644\u06cc\u062a\u06cc\u06a9\u06cc \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc. \u0645\u0627 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u06cc\u06a9 <b>\u0641\u0648\u0631\u06cc<\/b> <b>\u0645\u0645\u06cc\u0632\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062a\u0627\u0628\u200c\u062f\u0647\u0646\u062f\u0647 \u0634\u0631\u06a9\u062a<\/b>\u060c \u062a\u0639\u0631\u06cc\u0641 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f \u0634\u0645\u0627-<b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u060c \u0648 \u0627\u06cc\u062c\u0627\u062f \u0642\u0627\u0628\u0644 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc\u060c <b>\u0628\u06cc\u200c\u0642\u06cc\u0645\u062a\u060c \u06af\u0631\u0627\u0646\u0628\u0647\u0627<\/b> \u0627\u0631\u0632\u0634 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631. \u0635\u0631\u0641\u0627\u064b \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0648\u0627\u06a9\u0646\u0634 \u0646\u0634\u0627\u0646 \u0646\u062f\u0647\u06cc\u062f\u2014\u0622\u0646\u0647\u0627 \u0631\u0627 \u0631\u0647\u0628\u0631\u06cc \u06a9\u0646\u06cc\u062f.<\/h3><h3 data-path-to-node=\"105\"><b>\u0622\u062e\u0631\u06cc\u0646 \u0627\u0646\u062f\u06cc\u0634\u0647:<\/b><\/h3><h3>\u0622\u06cc\u0646\u062f\u0647 \u0628\u0647\u200c\u062e\u0648\u062f\u06cc\u200c\u062e\u0648\u062f \u0631\u062e \u0646\u062e\u0648\u0627\u0647\u062f \u062f\u0627\u062f\u061b \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u062e\u0644\u0642 \u0648 \u0634\u06a9\u0644 \u062f\u0647\u06cc\u062f. \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 <b>\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/b> \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc <b>\u0646\u0648\u0622\u0648\u0631\u06cc \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u0645\u0642\u0627\u0648\u0645\u062a<\/b> \u0648 <b>\u0645\u062a\u0648\u0642\u0641\u200c\u0646\u0627\u067e\u0630\u06cc\u0631<\/b> \u0631\u0634\u062f. \u0627\u0645\u0631\u0648\u0632 \u0627\u0642\u062f\u0627\u0645 \u06a9\u0646\u06cc\u062f.<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>We have entered an era where technological superiority is no longer just a competitive advantage, but the primary foundation of national security and geopolitical influence.<\/p>","protected":false},"author":1,"featured_media":973,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[80],"tags":[],"class_list":["post-872","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-optimalizalas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MI and Hardware - AronAzarAr<\/title>\n<meta name=\"description\" content=\"AI Hardware Race: GPU, TPU, ASIC, HBM. 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