Automated Evaluation Tools

Valuation Recovery in A-Share Semiconductor Sector, Institutions Await Mid-Year Performance Verification

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Valuation Recovery in A-Share Semiconductor Sector, Institutions Await Mid-Year Performance Verification

Stimulated by external news, on August 7, the A-share semiconductor sector strengthened across the board, with sub-sectors such as automotive chips, semiconductor wafers, and memory chips leading the gains. By the close, Dongxin Co., Ltd. (688110.SH), Fuman Micro (300671.SZ), and Sinda Semiconductor (603290.SH) hit the daily limit, while Silan Microelectronics (600460.SH) and Dongwei Semiconductor (688261.SH) … Read more

Accelerating End-to-End Automated Accuracy Evaluation of Deep Neural Networks Under Hardware Transient Faults

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Abstract: Hardware transient faults have been shown to significantly impact deep neural networks, especially in safety-critical applications such as autonomous vehicles, healthcare, and aerospace, where the probability of misclassification can increase by up to four times. However, accurately assessing inaccuracies using precise fault injection methods is very time-consuming, potentially requiring several hours or even days … Read more