conftrace_

low-precision computing

4 papers

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Co-occurring keywords

model compression (3302) tensor transformation (1) data type optimization (1) internet of thing (24) binary neural network (75) log-mel spectrogram (6) iot device (10) progressive optimization (5) hardware-aware optimization (8) custom data type (1)

Papers

Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 2024
Binary Speech Features for Keyword Spotting Tasks INTERSPEECH 2019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration NIPS 2019
Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018