gaow0007 code-reading issues

gaow0007 / code-reading

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TLP: A Deep Learning-based Cost Model for Tensor Program Tuning

#140 gaow0007 opened 1 year ago
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SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement

#139 gaow0007 opened 1 year ago
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Failed-ML

#138 gaow0007 opened 1 year ago
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TenSet: A Large-scale Program Performance Dataset for Learned Tensor Compilers

#137 gaow0007 opened 2 years ago
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Towards Learning Universal Hyperparameter Optimizers with Transformers

#136 gaow0007 opened 2 years ago
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DLB: A Dynamic Load Balance Strategy For Robust Distributed Deep Neural Network Training

#135 gaow0007 opened 2 years ago
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A configuration recommender system for deep learning inference services.

#134 gaow0007 opened 2 years ago
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Genet: Automatic Curriculum Generation for Learning Adaptation in Networking

#133 gaow0007 opened 2 years ago
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run Pytorch transformer models several times faster on GPU with a single line of code

#132 gaow0007 opened 2 years ago
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ModelKeeper: Accelerating DNN Training via Automated Training Warmup

#131 gaow0007 opened 2 years ago
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TencentPretrain: Tencent Pre-training Framework

#130 gaow0007 opened 2 years ago
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PyTorch Model Size Estimator

#129 gaow0007 opened 2 years ago
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DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

#128 gaow0007 opened 2 years ago
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AITemplate

#127 gaow0007 opened 2 years ago
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Multi-Resource Interleaving for Deep Learning Training

#126 gaow0007 opened 2 years ago
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HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark

#125 gaow0007 opened 2 years ago
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torchsnapshot

#124 gaow0007 opened 2 years ago
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ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse

#123 gaow0007 opened 2 years ago
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The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning

#122 gaow0007 opened 2 years ago
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A modular framework for vision & language multimodal research

#121 gaow0007 opened 2 years ago
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NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction

#120 gaow0007 opened 2 years ago
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Generalizable and Interpretable Learning for Configuration Extrapolation

#119 gaow0007 opened 2 years ago
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SystemX: Resource-Efficient Out-of-Core Training of Graph Neural Networks

#118 gaow0007 opened 2 years ago
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Modeling Deep Learning Accelerator Enabled GPUs

#117 gaow0007 opened 2 years ago
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History of APIs (HAPI) is a large-scale, longitudinal database of commercial ML API predictions

#116 gaow0007 opened 2 years ago
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Large Language Models

#115 gaow0007 opened 2 years ago
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River is a Python library for online machine learning

#114 gaow0007 opened 2 years ago
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Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning

#113 gaow0007 opened 2 years ago
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Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning

#112 gaow0007 opened 2 years ago
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Scalable Diverse Model Selection for Accessible Transfer Learning

#111 gaow0007 opened 2 years ago
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Exploring and Predicting Transferability across NLP Tasks

#110 gaow0007 opened 2 years ago
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LLM.int8()

#109 gaow0007 opened 2 years ago
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multi-task-NLP

#108 gaow0007 opened 2 years ago
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adapter-transformers

#107 gaow0007 opened 2 years ago
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Parallel rEcommendation tRaining System with hybrId Acceleration

#106 gaow0007 opened 2 years ago
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SuperBench -- About A validation and profiling tool for AI infrastructure

#105 gaow0007 opened 2 years ago
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An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models

#104 gaow0007 opened 2 years ago
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Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves

#103 gaow0007 opened 2 years ago
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Monarch: Expressive Structured Matrices for Efficient and Accurate Training

#102 gaow0007 opened 2 years ago
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BERT and PALs

#101 gaow0007 opened 2 years ago
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On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

#100 gaow0007 opened 2 years ago
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Efficient Hierarchical Domain Adaptation for Pretrained Language Models

#99 gaow0007 opened 2 years ago
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Ekya: Continuous Learning on the Edge

#98 gaow0007 opened 2 years ago
0
Adaptive Video Streaming with Layered Neural Codecs

#97 gaow0007 opened 2 years ago
1
Task2Vec: Task Embedding for Meta-Learning

#96 gaow0007 opened 2 years ago
0
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

#95 gaow0007 opened 2 years ago
0
Tutel MoE: An Optimized Mixture-of-Experts Implementation

#94 gaow0007 opened 2 years ago
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Prediction of the Resource Consumption of Distributed Deep Learning Systems

#93 gaow0007 opened 2 years ago
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DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates

#92 gaow0007 opened 2 years ago
0
Online Active Model Selection for Pre-trained Classifiers

#91 gaow0007 opened 2 years ago
0

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