Abstract: The application provides a mounting mechanism for a hidden vehicle door handle and a vehicle, and belongs to the technical field of vehicles. The mounting mechanism comprises an outer plate mounting element, a base element and tolerance absorption assemblies; the outer plate mounting element is configured to be disposed on the inner side of a vehicle door outer plate and integrally disposed on the vehicle door outer plate; the base element is configured to be connected with a handle and clamped and fixed to a designated mounting position by the outer plate mounting element; and the tolerance absorption assemblies are fixedly connected with the base element, disposed between mounting holes and bolts on a vehicle door outer plate reinforcing plate, and configured to absorb tolerances between the bolts and the mounting holes.

Abstract: This invention provides an electric circuit and system for accelerating the recovery of integrated circuit aging. It comprises an integrated circuit, including PMOS transistors P1, P2, P3, P4, NMOS transistors N1, N2, N3, and N4. It further includes a control signal, which is connected to the gate electrodes of PMOS transistors P1, P2, P3, P4, NMOS transistors N1, N2, N3, and N4. By switching the ON/OFF states of MOS transistors, the circuit regulates the operational status of the integrated circuit. This circuit proposed by the current invention can effectively accelerate the recovery from two types of aging mechanisms in integrated circuits, thereby alleviating the performance degradation of integrated circuits caused by aging in the workload circuits.

Abstract: The present invention provides a hardware-aware mixed-precision quantization method and system based on a greedy search. It comprises quantizing all layers in the neural network to the uniform bit-width, conducting training-aware quantization, and acquiring the trained model, baseline inference accuracy, and total bit operation counts. Each layer in the neural network undergoes post-training quantization with low precision individually, and the corresponding inference accuracy and total bit operation counts for each layer are recorded. Single-layer sensitivity is computed based on the baseline inference accuracy, total bit operation counts, and the inference accuracy and total bit operation counts of each layer and guides the current total bit operation counts until reaching the preset maximum bit operation counts. Meanwhile, quantized layers and precision are recorded, determining the mixed-precision quantization strategy.

Abstract: The present disclosure provides a cross-layer reconfigurable static random access memory (SRAM) based compute-in-memory (CIM) macro and method for edge intelligence. The cell includes a SRAM cell and a column-shared reconfigurable Boolean computation cell. A reconfiguration computation is performed based on the SRAM cell to obtain a reconfigured structure; the column-shared reconfigurable Boolean computation cell outputs a computation result based on the reconfigured structure; and a peripheral computation circuit supporting pipelined bit-serial addition outputs an in-memory addition result on a basis of a Boolean computation. In order to meet a requirement of edge artificial intelligence (AI) for a low power consumption and a low hardware overhead, and to enable an accelerator to adapt to a fast iterative software algorithm as much as possible.

Abstract: The application provides a mounting mechanism for a hidden vehicle door handle and a vehicle, and belongs to the technical field of vehicles. The mounting mechanism comprises an outer plate mounting assembly, a base assembly and tolerance absorption assemblies; the outer plate mounting assembly is configured to be disposed on the inner side of a vehicle door outer plate and integrally disposed on the vehicle door outer plate; the base assembly is configured to be connected with a handle and clamped and fixed to a designated mounting position by the outer plate mounting assembly; and the tolerance absorption assemblies are fixedly connected with the base assembly, disposed between mounting holes and bolts on a vehicle door outer plate reinforcing plate, and configured to absorb tolerances between the bolts and the mounting holes.