HAQ: Hardware-Aware Automated Quantization with Mixed Precision — Pagall

HAQ: Hardware-Aware Automated Quantization with Mixed Precision

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HAQ: Hardware-Aware Automated Quantization with Mixed Precision
[CVPR 2019 Oral] HAQ: Hardware Aware Automated Quantization with Mixed Precision
HMQ: Hardware Friendly Mixed Precision Quantization Block for CNNs
HAQ: Hardware-Aware Automated Quantization With Mixed Precision
QuantLab: Mixed-Precision Quantization-Aware Training for PULP QNNs
QuantLab: Mixed Precision Quantization Aware Training for PULP QNNs
54 - Quantization in PyTorch | Mixed Precision Training | Deep Learning | Neural Network
54 Quantization in PyTorch Mixed Precision Training Deep Learning Neural Network
Scaled Quantization for the Vision Transformer
HAQ: Hardware-Aware Automated Quantization With Mixed Precision
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
Quantization explained with PyTorch Post Training Quantization Quantization Aware Training
MLSys'24 Best Paper - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
MLSys'24 Best Paper AWQ: Activation aware Weight Quantization for LLM Compression and Acceleration
NVAITC Webinar: Automatic Mixed Precision Training in PyTorch
HAQ: Hardware-Aware Automated Quantization With Mixed Precision
9.1 Quantization-aware training - code
9.1 Quantization aware training code
CVPR 2019 Oral Session 3-1A: Applications
CVPR 2019 Oral Session 3 1A: Applications
ICLR Paper: Learn Step Size Quantization
HAQ: Hardware-Aware Automated Quantization With Mixed Precision
Mixed precision arithmetic: hardware, algorithms and analysis, Theo Mary
Mixed precision arithmetic: hardware algorithms and analysis Theo Mary
Facebook's Raghuraman Krishnamoorthi Covers Practical DNN Quantization Techniques & Tools
Facebook's Raghuraman Krishnamoorthi Covers Practical DNN Quantization Techniques Tools (Preview)
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
[CVPR 2020] APQ: Joint Search for Network Architecture Pruning and Quantization Policy
Quantization of Neural Networks – High Accuracy at Low Precision
HAQ: Hardware-Aware Automated Quantization With Mixed Precision
EfficientML.ai Lecture 6 - Quantization
EfficientML.ai Lecture 6 Quantization (Part II) (MIT 6.5940 Fall 2023)
9.2 Quantization aware Training - Concepts
9.2 Quantization aware Training Concepts
Lecture 05 - Quantization | MIT 6.S965
Lecture 05 Quantization (Part I) MIT 6.S965
AWQ for LLM Quantization
HAQ: Hardware-Aware Automated Quantization With Mixed Precision