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Transformer and its variants have achieved great success in natural language processing. Since Transformer models are huge in size, serving these models is a challenge for real industrial applications. In this paper, we propose , a highly efficient i nference library for models in the Transformer family. includes a series of GPU optimization techniques to both streamline the computation of Transformer layers and reduce memory footprint. supports models trained using PyTorch and Tensorflow. Experimental results on standard machine translation benchmarks show that achieves up to 14x speedup compared with TensorFlow and 1.4x speedup compared with , a concurrent CUDA implementation. The code will be released publicly after the review.
This study was conducted in Lattakia Governorate (Burj Islam Village) to study the level of contamination of the greenhouses soil with the two organic phosphorous pesticides Dimethoate and Dichlorovos. The optimal wavelength was determined for the an alysis of both pesticides using High Performance Liquid Chromatography (HPLC) technology with UV/DAD detector. According to the results, the optimal wavelength for the analysis of Dimethoate is 200 nm, while it was 195 nm for the analysis of Dichlorovos. The recovery of Dimethoate was estimated at wavelength 200 nm which was 101.33 ± 3.868 and for dichlorvos at wavelength 195 nm when it was 98.995 ± 2.078. The results also showed that the greenhouses soil were contaminated with the residues of both pesticides, Dimethoate was detected in concentrations between (0.839 - 2.668) ppm, while Dichlorovos concentrations were between (10.046 - 44.359) ppm, indicating extensive use of both especially Dichlorovos, whose concentrations were higher than Dimethoate's in the studied sites.
This Paper Attempts to study the latest advancements in High Performance Computing Technologies, Which Provides suitable environments, Solid infrastructure, Software and Hardware Components, allowing Scientists and Researchers to solve Math, Biology, Machine Learning, Physics Simulations, and numerous other problems, Allowing significant breakthroughs in these fields.
A new analytical method has proposed for determination of five synthetic colorants used in the wine industry (i.e., Tartrazine, Brilliant Black, Sunset yellow, Brilliant Blue and Erythrosine) by reversed-phase high-performance liquid chromatograph y equipped with Diode Array detector. Experimental conditions, including spectral properties, limits of detection and recoveries for these synthetic colorants in detail were studied and assigned according to the statistical methods adopted.
The possibility to develop a High-Performance Liquid Chromatographic method was studied for simultaneous determination of: Cu(II), Ni(II), Co(II), Hg(II) by using DTC as reagent. The diethyldithiocorbamate Reagent was studied by spectrophotometric Method, Unique Ionisation Constant was determined and its value.
Carotenoids were separated from the wild type yeast R.mucilaginosa (A23) and its UV mutant at (254 nm) R.mucilaginosa (A23-M) using thin layer chromatography (TLC).The results showed the wild type yeast gave three color patches, β-Carotene,Torule ne and Torularhodin with Rf values of 0.9, 0.7 and 0.2 respectively, while the mutant yeast gave only one spot of color ofTorularhodin at thethe value of Rf = 0.2. Carotenoid produced by mutant yeast R.mucilaginosa (A23-M) was purified using a column stocked with polychlorinated Hyflo Super Cel and magnesium oxide with a ratio of (1: 2). The purified carotenoid was analyzed by high performance liquid technology chromatography HPLC at a wavelength 495 nm showing that there was only one colored compound which was Torularhodin
Ultra-High-performance concrete (UHPC) attracted attention in the civil engineering industry in recent times, because it has high resistance and rigidity . What provided the UHPC of skinny clips justifies using it in high buildings to take advanta ge of pressure and tensile its resistance . The largest use of this material in the bridges because of its high resistance which suitable for large loads as well as a valid treated outside the center and sustainability of the high buildings, We study several models of building and we use this material in several elements of these . We found after analysis of the high efficiency of this models, especially in Diaframat.
Tylosin and Spiramycin are medium-spectrum macrolide antibiotic used exclusively in veterinary medicine for the treatment of a wide range of infections.This research deals with the determination of optimal conditions for simultaneous separation and d etermination of two macrolides antibiotics (Tylosin and Spyramicine), using C8 and C18 Chromatographic separation columns and doing the comparison between them in order to develop a rapid and sensitive method which can be used to measure these two compounds using High Performance Liquid Chromatography – Diode array detector (HPLC-DAD). This study has used the gradient elution for mobile phase and revealed that the best conditions for separation and determination are conjugated with the best retention times and best areas for both studied compounds using a mobile phase consisted of an aqueous solution of anhydrated disodium Hydrogen Phosphate at pH=2.4 and an organic solution of acetonitrile with a ratio of 80:20v/v (solution A) and acetonitrile (solution B) [Na2HPO4(0.04M) pH:2.4/CAN (80:20v/v)]/ ACN, temperature 40°C for both columns, flow ratio of 1ml/min. for the mobile phase and maximum absorption wave length 280 nm, 232nm for Tylosin and Spyramicine respectively. The best peak areas are recorded as 5.759, 5.927 for Tylosin and Spyramicine 0.10ppm respectively, using C8 Chromatographic separation column in comparison with the best peak areas 4.432, 4.212 respectively at the same concentration using C18 Chromatographic separation column. It was noticed that the best retention times for Tylosin and Spyramicine were 7.013, 4.214min. respectively at concentration of 0.10ppm using C8 Chromatographic separation column in comparison with the best retention times 7.641, 5.898min. respectively at the same concentration using C18 Chromatographic separation column. The calibration curves for both separated compounds on C8 Chromatographic separation column showed a good linearity within a concentration range of 0.0010-0.10 ppm ≈ 1-100ppb at the two wave lengths λmax. = 280, 232nm respectively.
The purpose of this article is how to use HPLC technique for quantitive analysis of cholesterol in some foods. The best conditions are studied for this analysis including composition of mobile phase, temperature, flow rate, the wavelength of detec tor UV-VIS, and acidity of mobile phase. The column used for cholesterol determination by this method was: C18(5μm,250x4.6mm) with injection volume of 20μL. Methanol 100% was used as mobile phase.
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