Devashree Tripathy, Hadi Zamani, Debiprasanna Sahoo, L. Bhuyan, M. Satpathy
{"title":"睡眠","authors":"Devashree Tripathy, Hadi Zamani, Debiprasanna Sahoo, L. Bhuyan, M. Satpathy","doi":"10.1145/3370748.3406577","DOIUrl":null,"url":null,"abstract":"The leakage power dissipation has become one of the major concerns with technology scaling. The GPGPU register file has grown in size over last decade in order to support the parallel execution of thousands of threads. Given that each thread has its own dedicated set of physical registers, these registers remain idle when corresponding threads go for long latency operation. Existing research shows that the leakage energy consumption of the register file can be reduced by under volting the idle registers to a data-retentive low-leakage voltage (Drowsy Voltage) to ensure that the data is not lost while not in use. In this paper, we develop a realistic model for determining the wake-up time of registers from various under-volting and power gating modes. Next, we propose a hybrid energy saving technique where a combination of power-gating and under-volting can be used to save optimum energy depending on the idle period of the registers with a negligible performance penalty. Our simulation shows that the hybrid energy-saving technique results in 94% leakage energy savings in register files on an average when compared with the conventional clock gating technique and 9% higher leakage energy saving compared to the state-of-art technique.","PeriodicalId":116486,"journal":{"name":"Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design","volume":"299 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Slumber\",\"authors\":\"Devashree Tripathy, Hadi Zamani, Debiprasanna Sahoo, L. Bhuyan, M. Satpathy\",\"doi\":\"10.1145/3370748.3406577\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The leakage power dissipation has become one of the major concerns with technology scaling. The GPGPU register file has grown in size over last decade in order to support the parallel execution of thousands of threads. Given that each thread has its own dedicated set of physical registers, these registers remain idle when corresponding threads go for long latency operation. Existing research shows that the leakage energy consumption of the register file can be reduced by under volting the idle registers to a data-retentive low-leakage voltage (Drowsy Voltage) to ensure that the data is not lost while not in use. In this paper, we develop a realistic model for determining the wake-up time of registers from various under-volting and power gating modes. Next, we propose a hybrid energy saving technique where a combination of power-gating and under-volting can be used to save optimum energy depending on the idle period of the registers with a negligible performance penalty. Our simulation shows that the hybrid energy-saving technique results in 94% leakage energy savings in register files on an average when compared with the conventional clock gating technique and 9% higher leakage energy saving compared to the state-of-art technique.\",\"PeriodicalId\":116486,\"journal\":{\"name\":\"Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design\",\"volume\":\"299 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-08-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3370748.3406577\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3370748.3406577","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The leakage power dissipation has become one of the major concerns with technology scaling. The GPGPU register file has grown in size over last decade in order to support the parallel execution of thousands of threads. Given that each thread has its own dedicated set of physical registers, these registers remain idle when corresponding threads go for long latency operation. Existing research shows that the leakage energy consumption of the register file can be reduced by under volting the idle registers to a data-retentive low-leakage voltage (Drowsy Voltage) to ensure that the data is not lost while not in use. In this paper, we develop a realistic model for determining the wake-up time of registers from various under-volting and power gating modes. Next, we propose a hybrid energy saving technique where a combination of power-gating and under-volting can be used to save optimum energy depending on the idle period of the registers with a negligible performance penalty. Our simulation shows that the hybrid energy-saving technique results in 94% leakage energy savings in register files on an average when compared with the conventional clock gating technique and 9% higher leakage energy saving compared to the state-of-art technique.