SPOC: MODEL METRICS AND INFERENCE SCALABILITY

SPOC: Model Metrics and Inference Scalability

The growth of deep learning has increased the challenge of understanding model performance and scalability.Model metrics are coarse-grained values that help to capture the complexity of the model.In this research, we propose SPOC (size, parameters, operations, and Critical Datapath Length) as a suite of metrics that describe much of the complexity

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Adult ADHD: Risk Factor for Dementia or Phenotypic Mimic?

Attention-deficit hyperactivity disorder (ADHD) has historically been considered a disorder of childhood and adolescence.However, it is now recognized that ADHD symptoms persist into adulthood in up to 60% of individuals.Some of the cognitive symptoms that characterize ADHD (inability to provide sustained attention or Storage mental effort, difficu

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Invasive Rhinosinusitis Caused by Alternaria infectoria in a Patient with Autosomal Recessive CARD9 Deficiency and a Review of the Literature

Phaeohyphomycoses comprise a heterogeneous group of fungal Beach Rugby Wales infections caused by dematiaceous fungi and have primarily been reported in patients with underlying acquired immunodeficiencies, such as hematological malignancies or solid-organ transplants.Over the past decade, a growing number of patients with phaeohyphomycosis but oth

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