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Adaptive Loss-Aware Quantization for Multi-Bit Networks

01:01 HD 1080p 164

[NNQ&CND Study] Alternating multi-bit quantization for recurrent neural networks

32:28 HD 1080p 190

Hessian AWare Quantization V3: Dyadic Neural Network Quantization

06:12 HD 1080p 1,994

tinyML Talks: A Practical Guide to Neural Network Quantization

01:01:20 HD 1080p 30,287

Neural network quantization with AdaRound

04:04 HD 1080p 897

AOWS: Adaptive and optimal network width search with latency constraints

04:56 HD 1080p 216

Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training

50:55 HD 1080p 56,756

EE545 More on Quantization aware Training

06:35 HD 1080p 187

How LLMs survive in low precision | Quantization Fundamentals

20:34 HD 1080p 62,942

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration [MLSys'24 Best Paper]

18:57 HD 1080p 4,994

[NNQ&CND Study] Loss-aware Binarization of Deep Networks

29:26 HD 1080p 152

Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained...

01:01 HD 1080p 462

AdaRound and Bayesian Bits: New advances in Quantization, Tijmen Blankevoort, Qualcomm Inc.

34:39 HD 1080p 1,126

Tutorial - Neural Network Quantization with Brevitas

45:36 HD 1080p 4,054

tinyML Research Symposium 2022: Power-of-Two Quantization for Low Bitwidth and Hardware Compliant...

23:55 HD 1080p 583

Making Neural Networks Smaller: Quantization and Pruning | PrismML

22:08 HD 1080p 167

USENIX ATC '21 - Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny

14:05 HD 1080p 534

AdaBits: Neural Network Quantization With Adaptive Bit-Widths

01:01 HD 1080p 261

Optimize Your AI - Quantization Explained

12:10 HD 1080p 505,385

The myth of 1-bit LLMs | Quantization-Aware Training

24:37 HD 1080p 97,597

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