("EleutherAI/gpt-j-6B", use_cache=False, load_in_8bit=True, device_map='auto') tokenizer.pad_token = tokenizer.eos_token model.resize_token_embeddings(len(tokenizer)) tokenizer.pad_token_id = tokenizer.eos_token_id model.config.end_token_id = tokenizer.eos_token_id model.config.pad_...
Rob van Nieuwpoort, in Parallel Computing, 2016 Analytical methods These meth ods provide an abstract view of the workload and/or the hardware, and use equations to estimate the execution time (or number of cycles) of a given kernel. Characteristics of the computation, the memory accesses and...
Turbulence models are needed for the closure of Navier–Stokes equations because direct numerical simulation is not possible in the computation of practical real cases due to excessive computing times. In algebraic turbulence models no differential equations are employed but turbulent eddy viscosity is co...
Cell-based models of excitable tissues offer the advantage of cell-level precision, which cannot be achieved using traditional homogenized electrophysiological models. However, this enhanced accuracy comes at the cost of increased computational demands,
Thousands of people are reported lost in the wilderness in the United States every year and locating these missing individuals as rapidly as possible depends on coordinated search and rescue (SAR) operations. As time passes, the search area grows, surviv
model transformation Collaborative modelling and model repositories Models for parallel and distributed computing Models as services and models monitoring Modelling for reuse, dependability and maintainability Models for privacy, security, trust, risk Data privacy and Security Models for Data Science Models fo...
In this paper we present a semi-algorithm to do compositional model-checking for hybrid systems. We first define a modal logic L h which is expressively complete for linear hybrid automata. We then show that it is possible to extend the result on compositional modelchecking for parallel composi...
and created an asymmetric tree structure to reduce the total delay usage of computing tasks. On other hand, communication and computation represent a significant bottleneck in enabling practical applications of cross-device federated learning [4]. The bandwidth of the mobile device's uplink channel ...
Precise prediction of water quality parameters plays a significant role in making an early alert of water pollution and making better decisions for the management of water resources. As one of the influential indicative parameters, electrical conductivit
For the calculation of \(\varvec{e}\), the usual expression as a function of the potential difference \(\Delta v\) existing between a pair of parallel perfect conducting wires separated by a distance d will be used. The rationale is that, in two dimensions, the value of the field \(...