Neural network quantization enables the deployment of large models on resource-constrained devices. Current post-training methods fall short in terms accuracy for INT4 (or lower) but provide reasonable INT8 above). In this work, we study effect structure loss landscape. We show that is flat and separable mild quantization, enabling straightforward to achieve good results. with more aggressive l...

Background: Autism is a developmental disorder that impairs social relationships. Sleep disorders are one of the major problems of patients with autism spectrum disorders (ASD). Objectives: Concerning the need to investigate problems and impairments caused by this disease, the present study aimed at determining the effect of an eight-week endurance training program plus Q10 supplementation on ...

obesity in known to increase the risk for cardiovascular diseases. serum levels of cellular adhesion molecules are reported to be indices of arthrosclerosis. so each intervention that has benefit effects on them is very important foe general health. the purpose of this study was to determine the effect of low and high intensity endurance training programs on icam-, 27 sedentary obese males with...

the purpose of the present study was to determine the effect of three and five sessions on of the continuous aerobic training on high sensitive c-reactive protein (hs-crp) in wistar 14848 rats (325.6+4.93 grams, 21.5 months old and they stopped fertility for at least 3 months). for this purpose, 56 rats were divided randomly into a control group and two experimental groups. the experimental gro...

Purpose: The purpose of this study was to compare the effects of two different approaches of dual-task training and executive training on lower limb muscular activity in older adults with balance impairment. Methods: This was a quasi-experimental study performed with the pre-test and post-test method. Thirty older adults (age= 73.8±4.6, height= 1.65±0.06, weight= 69.17±12.67) were randomly ass...