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Main Authors:	Hu, Zhang, Pan, Hongyang, Xia, Yinshui, Wang, Lunyao, Chu, Zhufei
Format:	Preprint
Published:	2025
Subjects:	Hardware Architecture
Online Access:	https://arxiv.org/abs/2504.12824
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Revisit Choice Network for Synthesis and Technology Mapping
by: Chen, Chen, et al.
Published: (2025)

To Overlay or to Customize? Revisiting Architectural Choices in Heterogeneous Systems
by: Chen, Xingzhen, et al.
Published: (2026)

ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA
by: Shi, Zhengyuan, et al.
Published: (2025)

Mapping Fusion: Improving FPGA Technology Mapping with ASIC Mapper
by: Yu, Cunxi
Published: (2025)

MixFP4: Enhancing NVFP4 with Adaptive FP4/INT4 Block Representations
by: Zou, Jiaxiang, et al.
Published: (2026)

RACAM: Enhancing DRAM with Reuse-Aware Computation and Automated Mapping for ML Inference
by: Ma, Siyuan, et al.
Published: (2025)

HAAN: A Holistic Approach for Accelerating Normalization Operations in Large Language Models
by: Peng, Tianfan, et al.
Published: (2025)

AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems
by: Benz, Thomas, et al.
Published: (2025)

Fast Cross-Operator Optimization of Attention Dataflow
by: Chang, Haodong, et al.
Published: (2026)

Development of an Energy-Efficient and Real-Time Data Movement Strategy for Next-Generation Heterogeneous Mixed-Criticality Systems
by: Benz, Thomas
Published: (2026)

3D Stack In-Sensor-Computing (3DS-ISC): Accelerating Time-Surface Construction for Neuromorphic Event Cameras
by: Shang, Hongyang, et al.
Published: (2025)

Scope: A Scalable Merged Pipeline Framework for Multi-Chip-Module NN Accelerators
by: Huang, Zongle, et al.
Published: (2026)

StruM: Structured Mixed Precision for Efficient Deep Learning Hardware Codesign
by: Wu, Michael, et al.
Published: (2025)

Memory-Guided Unified Hardware Accelerator for Mixed-Precision Scientific Computing
by: Wang, Chuanzhen, et al.
Published: (2026)

Realizing Hardware-Optimized General Tree-Based Data Structures for Heterogeneous System Classes
by: Biebert, Daniel, et al.
Published: (2025)

A Systematic Characterization of LLM Inference on GPUs
by: Wang, Haonan, et al.
Published: (2025)

CADC: Crossbar-Aware Dendritic Convolution for Efficient In-memory Computing
by: Dong, Shuai, et al.
Published: (2025)

A Reconfigurable Computing In-Memory Macro with Charge-sharing-based Weighted Accumulator
by: Yang, Junyi, et al.
Published: (2026)

Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution
by: Song, Chang Eun, et al.
Published: (2025)

Near-Memory Architecture for Threshold-Ordinal Surface-Based Corner Detection of Event Cameras
by: Shang, Hongyang, et al.
Published: (2025)

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness
by: Zhao, Xiaotian, et al.
Published: (2025)

In-Memory ADC-Based Nonlinear Activation Quantization for Efficient In-Memory Computing
by: Dong, Shuai, et al.
Published: (2026)

Fixed and Movable Antenna Technology for 6G Integrated Sensing and Communication
by: Zeng, Yong, et al.
Published: (2024)

Design and Optimization of Mixed-Kernel Mixed-Signal SVMs for Flexible Electronics
by: Afentaki, Florentia, et al.
Published: (2025)

MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning
by: Liu, Mingju, et al.
Published: (2024)

TEMP: A Memory Efficient Physical-aware Tensor Partition-Mapping Framework on Wafer-scale Chips
by: Wang, Huizheng, et al.
Published: (2025)

Scaling Program Synthesis Based Technology Mapping with Equality Saturation
by: Smith, Gus Henry, et al.
Published: (2024)

FPGA Technology Mapping Using Sketch-Guided Program Synthesis
by: Smith, Gus Henry, et al.
Published: (2024)

HPIM: Heterogeneous Processing-In-Memory-based Accelerator for Large Language Models Inference
by: Duan, Cenlin, et al.
Published: (2025)

Orthrus: Dual-Loop Automated Framework for System-Technology Co-Optimization
by: Ren, Yi, et al.
Published: (2025)

Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets
by: Yang, Zhuoping, et al.
Published: (2023)

SPPAM: Signature Pattern Prediction and Access-Map Prefetcher
by: Merrell, Maccoy, et al.
Published: (2026)

A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications
by: Garofalo, Angelo, et al.
Published: (2025)

Design of a GPU with Heterogeneous Cores for Graphics
by: Tomás, Aurora, et al.
Published: (2026)

Hyft: A Reconfigurable Softmax Accelerator with Hybrid Numeric Format for both Training and Inference
by: Xia, Tianhua, et al.
Published: (2023)

Hemlet: A Heterogeneous Compute-in-Memory Chiplet Architecture for Vision Transformers with Group-Level Parallelism
by: Wang, Cong, et al.
Published: (2025)

A 33.6-136.2 TOPS/W Nonlinear Analog Computing-In-Memory Macro for Multi-bit LSTM Accelerator in 65 nm CMOS
by: Yang, Junyi, et al.
Published: (2025)

Topkima-Former: Low-energy, Low-Latency Inference for Transformers using top-k In-memory ADC
by: Dong, Shuai, et al.
Published: (2024)

Critical Path Aware Timing-Driven Global Placement for Large-Scale Heterogeneous FPGAs
by: Jiang, He, et al.
Published: (2025)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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