• Title/Summary/Keyword: DPU

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Analysis of CNN Inference Using Xilinx DPU (Xilinx DPU를 사용한 CNN 추론 분석)

  • Kim, Chaeyoung;Suh, Taeweon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.60-62
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    • 2019
  • 지능형 IoT 애플리케이션들을 효과적으로 사용하기 위해서는 추론 엔진을 Edge device로 포팅하는 것이 필수적이다. 그러나 컴퓨팅 자원이 제한적인 Edge 환경에서 computational cost가 상당히 큰 CNN 추론을 실시간으로 하는 것은 쉽지 않다. 이에, CNN 추론의 하드웨어 가속화의 필요성이 제기되어 활발한 연구가 진행되고 있으며, Xilinx, Intel 등에서도 하드웨어 가속화를 도와주는 툴을 개발하여 지속적으로 업그레이드하고 있다. 본 연구에서는 CIFAR-10 데이터베이스의 테스트 이미지 10,000개를 Xilinx 사의 CNN 추론 엔진인 DPU를 사용하여 Zynq UltraScale+ 보드에서 추론해보고, DPU 아키텍처에 따른 결과를 비교·분석했다. 병렬처리 수준을 높게 한 DPU는 그렇지 않은 DPU보다 소비전력 및 자원 사용량이 3배 이상 높았지만, 1.65배 좋은 성능을 보여 Trade-off 관계를 확인할 수 있었다.

Effects of Foliar-Sprayed Benzyladenine and Diphenylurea on Leaf Senescence, Grain Yield and Some Characters Related to Grain Quality of Rice (벼에서 Benzyladenine과 Diphenylurea의 엽면살포가 잎의 노화, 수량 및 미질관련형질에 미치는 영향)

  • 이변우;명을재;남택수;이정양
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.39 no.4
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    • pp.323-330
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    • 1994
  • Benzyladenine(BA) and Diphenylurea(DPU) at 10ppm level were foliar-applied one to three times at an interval of 10 days from heading stage of rice variety, Dongjinbyeo. One time treatment of both cytokinins did not delayed leaf senescence substantially, but consecutive treatments of two to three times markedly retarded leaf senescence. Leaf senescence retarding effects were greater in BA than DPU. Ripened grain ratio, grain weight and grain yield were not improved by the treatments. BA treatments increased the percentage of green and white belly kernels with no effects on opaque and white core kernels. BA and DPU treatments did not altered amylose content, but BA treatments significantly decreased protein content of polished rice. Consecutive treatments of BA and DPU twice or three times at an interval of 10 days from heading increased oil content by 30 to 78% as compared to non-treated control, but one time treatment at any stage did not enhance it of polished rice. Fatty acid composition was slightly altered in favor of unsaturated fatty acid by BA and DPU treatments.

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A study on synthesis of polyurethane dispersion by $H_{12}MDI$ and how effect to mechanical properties by ammonium dihydrogen phosphate ($H_{12}MDI$를 이용한 수분산 폴리우레탄 수지의 합성 및 ammonium dihydrogen phosphate에 의한 물성변화에 관한 연구)

  • Lee, Joo-Youb;Nam, Sang-Sung
    • Journal of the Korean Applied Science and Technology
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    • v.31 no.1
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    • pp.74-82
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    • 2014
  • For this research, prepared ammonium dihydrogen phosphate aqueous solution and polyurethane dispersion. Use these resin, this article has been analyzed about change of mechanical properties by increasing amount of ammonium dihydrogen phosphate aqueous solution in polyurethan resin on coated leather and dried film. According to measure data for solvent resistance, DPU(polyurethane dispersion) resin and DPU-AD1, D2, D3(samples of polyurethaneresin with ammonium dihydrogen phosphate aqueous solution) had good property. As known in the results, increase of ammonium dihydrogen phosphate constant did not influence to big change of polyurethane resin properties. As test of tensile strength, DPU had highest tensile characteristic($3.114kg_f/mm^2$) and DPU-AD3 had lowest tensile characteristic($2.510kg_f/mm^2$). As same as tensile characteristic, abrasion test determined DPU(50.5 mg.loss) had highest properties. In elongation case, DPU had best properties(602 %) in this experiment.

Effects of Single or Mixed Supplementation of Bacterial Phytase and Fungal Phytase on Laying Performance and Nutrient Digestibility (Bacterial 및 Fungal Phytase의 단일 및 혼합 급여가 산란계의 생산성과 영양소 이용에 미치는 영향)

  • Kang, H.K.;Park, S.Y.;Yu, D.J.;Kim, J.H.;Kang, G.H.;Na, J.C.;Kim, D.W.;Suh, O.S.;Lee, S.J.;Lee, W.J.;Kim, S.H.
    • Korean Journal of Poultry Science
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    • v.35 no.2
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    • pp.137-142
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    • 2008
  • This study was conducted to investigate the effect of single or mixed supplementation of bacterial and fungal phytase using 45-wk-old 450 Hy-Line Brown laying hens housed in individual cages for 12-wk period. The birds were reallocated to have similar egg productivity by examining the egg production for one wk before starting the experiment. Two sources of phytase, bacterial (BP) and fungal (FP), were used either in single or mixture to determine the effects of these phytase. Five dietary treatments consisted of control (BP 0, FP 0), T1 (BP 300, FP 0), T2 (BP 300, FP 300), T3 (BP 300, FP 3000), and T4 (BP 0, FP 3000). The DPU was used for phytase activity in this experiment. The nonphytate phosphorus (NPP) content of control was 0.30%, and those of phytase treatments were set to 60% of the Control. Experimental diets were fed ad libitum throughout the experimental period. The lighting schedule of 17L7D was employed. The egg production was not different between control and bacterial phytase treatments, but the T4 showed significantly low productivity compared to control (P<0.05). No difference was found in average egg weight among all treatments. The daily egg mass did not show any statistical differences among all treatments: however, it was significantly low in T4 compared to ther control during the latter half of the experiment (P<0.05). No significant difference was found among treatments in terms of feed intake, feed conversion and egg quality. The digestibilities of dry matter, crude protein, and fat digestibility were similar regardless of the treatments. No significant trends were detected in Ca and P availability. In conclusion, the BP level of 300 DPU contributed to achieve 40% reduction of recommended nonphytate phosphorus addition. The synergistic effect of bacterial and fungal phytase was not confirmed.

Transition Metal Catalyzed Carbonylation of Nitrobenzene for the Synthesis of N,N'-diphenylurea (균일계 전이금속 촉매를 이용한 니트로벤젠의 카르보닐화 반응 연구: N,N'-디페닐우레아 합성)

  • Lee, Chul Woo
    • Applied Chemistry for Engineering
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    • v.10 no.7
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    • pp.1079-1085
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    • 1999
  • An investigation was made of the effect of various transition metal catalysts, ligands, and a promoter on the synthesis of N,N'-diphenylurea(DPU) from nitrobenzene, aniline, and carbon monoxide. Homogeneous Pd and Ni catalysts were found to be highly efficient, giving almost quantitative isolated DPU yields at 100% nitrobenzene conversion. Bidentate ligand, 1,3-bis(diphenylphosphino)proane(dppp) showed much improved activity and significantly different reactivity relative to the usual monodentate $PPh_3$ ligand in the presence of Ni and Pd catalysts. These results were inferred to the effect of the cis coordination of bidentate dppp ligand on the metal. The use of a promoter $Et_4NCl$ was indispensable in the case of $PPh_3$, yet inhibited the reaction if used with dppp. It was possible to reuse the Pd-dppp catalyst system, although the catalytic activity was reduced slowly.

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Adhesion Properties of Rubber Composite with Direct Blending Technique and Adhesive Composition (직접블렌딩 기술과 접착제 조성이 고무복합체 물성에 미치는 영향)

  • Lee, Seong-Jae;Chang, Young-Wook;Chung, Kyung-Ho
    • Elastomers and Composites
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    • v.34 no.3
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    • pp.253-261
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    • 1999
  • The cure properties of rubber compounds containing different adhesive compositions were examined. As the amounts of tannin were increased in the adhesive composition, the scorch time was increased and cure rate was decreased due to the size and shape of tannin molecules. Also, the effect of adhesive composition on the adhesion between rubber and fiber was examined by TCAT(Tire Cord Adhesion Test), The reinforcing cords used in this study were mon ofilaments of nylon 610 and nylon 66. According to the results, the optimum adhesion strength between rubber and fiber could be obtained with adhesives whose molar ratios of formaldehyde/resorcinol were above 5/1 in the recipes. Although the level of dip pick-up(DPU) on the reinforcing cord affects the adhesion strength, the DPU of nylon 610 monofilament did not affect the adhesion strength because the level of DPU was constant regardless of the adhesive compositions. In this case, the adhesion strength with the adhesive composition could be explained with the behavior of tannin in the adhesive.

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RELIABILITY and VALIDITY of DUAL PROBE-FIXING FRAME for REHABILITATIVE ULTRASOUND IMAGING for EXERCISES with VISUAL FEEDBACK

  • Na-eun Byeon;Jang-hoon Shin;Wan-hee Lee
    • Physical Therapy Rehabilitation Science
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    • v.12 no.3
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    • pp.259-267
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    • 2023
  • Objective: Rehabilitative ultrasound imaging is a safe and noninvasive technique for evaluating muscle thickness. A dual probe-fixing frame (DPF) can provide visual feedback during exercises targeting specific muscles. The purpose of this research was to verify the reliability and validity of the DPF for dual-probe ultrasound (DPU)-based visual feedback exercises, allowing users to use both hands freely. Design: This cross-sectional study used repeated measures to compare muscle thickness measurements obtained using the handheld device and DPF with DPU. Methods: Twenty healthy adults participated in the study. Measurements were taken over two sessions, with a two-day interval between the sessions. The thicknesses of the rectus abdominis (RA) and transverse abdominis (TrA) muscles were measured using DPU. The DPF with DPU developed by the research team, was used along with a laptop-based muscle viewer. Bland-Altman analysis and intraclass correlation coefficients (ICCs) calculations were used in statistical analyses to evaluate agreement and reliability, respectively. Results: The results of the Bland-Altman analysis showed small average differences between the handheld and DPF methods for both RA and TrA muscle thicknesses. Inter-rater reliability analysis showed high ICC values for DPF measurements of both RA (0.908-0.912) and TrA (0.892-741) muscle thicknesses. Intra-rater reliability analysis also showed good ICC values for measurements taken by a single examiner over two days. Conclusion: The findings of this study demonstrate that the DPF provides reliable and valid measurements of muscle thickness during visual feedback exercises using the DPU.

Analysis of Yield Model Using Defect Density Function of DOU(Defects of One Unit) (DOU 결점 밀도분포를 이용한 수율 모형 분석)

  • Choi, Sung-Woon
    • Proceedings of the Safety Management and Science Conference
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    • 2010.11a
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    • pp.551-557
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    • 2010
  • The research proposes the hypergeometric, binomial and Poisson yield models for defective and defect. The paper also presents the hypothesis test, confidence interval and control charts for DPU(Defect Per Unit) and DPO(Defect Per Opportunity). Especially the study considers the analysis of compound Poisson yield models using various DOU density distributions.

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The Effects of Supplemental Bacterial Phytase to the Calcium and Nonphosphorus Levels in Feed of Laying Hens (산란계 사료 내 칼슘 및 무기태 인 수준에 따른 Bacterial Phytase 급여 효과)

  • Kang, H.K.;Park, S.Y.;Yu, D.J.;Kim, J.H.;Kang, G.H.;Na, J.C.;Kim, D.W.;Suh, O.S.;Lee, S.J.;Lee, W.J.;Kim, S.H.
    • Korean Journal of Poultry Science
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    • v.35 no.2
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    • pp.143-151
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    • 2008
  • This study was conducted to identify the correlation of bacterial phytase ($Transphos^{(R)}$) to the calcium level in feed. Of all 21-week-old 720 HyLine brown laying hens, 2 birds of similar weight were placed on each individual cage. The experiment was conducted by $3{\times}2{\times}3$ factorial design with including 3 different levels of phytase (0, 300, and 1,000 DPU/kg), 2 different levels of calcium (3.5% and 4.0%), and 3 different levels of no NPP addition 0% (0.095 NPP), 0.5% (0.185% NPP), and 1.0% (0.275% NPP). The feeding trial maintained the ME level of 2,800 kcal/kg and 16% for crude protein. The diet was fed ad libitum and 17 hours of lighting was provided throughout the experimental period. Egg production seemed to increase, in the 300 DPU of bacterial phytase added group and the cracked egg tended to reduce in Transphos added group. The egg productivity between treatment groups did not show significant difference by dietary calcium level, whereas non NPP added group (0.095% NPP) was found to be low compared to NPP added groups (P<0.05). The highest mean egg weight and the highest daily egg mass were detected in 300 DPU phytase added group. Although the mean egg weight was significantly higher in treatment groups fed with 3.5% calcium containing feeds (P<0.05), daily egg mass was no among treatment groups. The mean egg weight and daily egg mass were the lowest in non NPP added group (0.095% NPP) compared to other treatment groups (P<0.05). The feed intake showed similar pattern regardless of the bacterial phytase and calcium levels in the diet. However, the treatment groups fed diets containing NPP level of 0.275% and 0.165% showed significantly higher feed intake than the group fed with 0.095% NPP (P<0.05). Although the feed conversion was not affected by calcium and NPP levels in the diet, the most improved result was obtained from 300 DPU phytase added group (P<0.05). The eggshell breaking strength and thickness increased as dietary calcium level increase the level of calcium increases in diet. The treatment groups fed diet containing 0.275% and 0.165% NPP revealed to show improvement in eggshell breaking strength and yolk color index compared to the NPP non added (0.095% NPP) treatment group. The result of the present study suggests that the appropriate level of microbial phytase is 300 DPU and at this level, tricalciumphosphate supplementation in feed can be reduced to 40% of NRC recommendation. Higher calcium level in feed fail to show synergistic effect by adding microbial phytase.