conftrace_

training acceleration

33 papers

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Co-occurring keywords

neural network optimization (1293) model compression (3302) sparse training (77) computational efficiency (362) convolutional neural network (4226) diffusion model (3751) efficient computing (781) image generation (2073) vision transformer (1106) stochastic gradient descent (1091)

Papers

Distribution Adaptive INT8 Quantization for Training CNNs AAAI 2021
A Multigrid Method for Efficiently Training Video Models CVPR 2020
Sparse Weight Activation Training NIPS 2020
ReSprop: Reuse Sparsified Backpropagation CVPR 2020
AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NIPS 2019
Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NIPS 2019
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation ACL 2018
Training Deep Models Faster with Robust, Approximate Importance Sampling NIPS 2018