[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
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Aug 30, 2024 - C++
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hardware-aware
Here are 8 public repositories matching this topic...
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
pytorch
quantization
hessian
8-bit
model-compression
distillation
tvm
4-bit
mixed-precision
tensorcore
quantized-neural-networks
hardware-aware
efficient-neural-networks
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May 15, 2023 - Python
[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
natural-language-processing
machine-translation
transformer
specialization
efficient-model
hardware-aware
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Jul 14, 2024 - Python
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
machine-learning
deep-learning
neural-architecture-search
meta-learning
hardware-aware
efficient-deep-learning
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Aug 5, 2024 - Python
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation
machine-learning
localization
uav
neural-network
robotics
bayesian-optimization
barometer
odometry
inertial-sensors
inertial-navigation-systems
pressure-sensor
dead-reckoning
neural-architecture-search
uuv
inertial-odometry
hardware-aware
temporal-convolutional-network
tinyml
pedestrian-dead-reckoning
tensorflow-lite-micro
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May 10, 2023 - C++
[SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
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Nov 3, 2021 - Jupyter Notebook
pipeDejavu: Hardware-aware Latency Predictable, Differentiable Search for Faster Config and Convergence of Distributed ML Pipeline Parallelism
python
deep-learning
linear-regression
pytorch
dynamic-programming
predictive-modeling
data-parallelism
sampling-methods
model-parallelism
distributed-training
differentiable-programming
pipeline-parallelism
hardware-aware
parallel-optmization
random-initialization
baysian-optimisation
differentiable-dynamic-programming
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May 9, 2023 - Jupyter Notebook
Generating neural networks for diverse networking classification tasks via hardware-aware neural architecture search, Transactions on Computers 2023
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Jun 16, 2024 - Makefile
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