hack-SysML/papers at master · Songhbops/hack-SysML

Name	Name	Last commit message	Last commit date
parent directory ..
AIGC	AIGC
ISPD-2022	ISPD-2022
LLM	LLM
NLP	NLP
RLHF	RLHF
attribute-recognition	attribute-recognition
checkpoint	checkpoint
classification	classification
cluster_scheduler	cluster_scheduler
communication	communication
compiler	compiler
data	data
elastic-training	elastic-training
explain	explain
fasterMoe	fasterMoe
fault-tolerant	fault-tolerant
frameworks	frameworks
generative	generative
imgs	imgs
inference	inference
knownledge-distillation	knownledge-distillation
large-model-inference	large-model-inference
moe	moe
multimodal	multimodal
object-detection	object-detection
parallelism	parallelism
pruning	pruning
quantization	quantization
recommender	recommender
reinforcement-learning	reinforcement-learning
segmentation	segmentation
sparsity	sparsity
text-image-synthesis	text-image-synthesis
transformer	transformer
8-bit-floating-point-numbers.md	8-bit-floating-point-numbers.md
ActNN-Theorem-Prove-HaotianHe.pdf	ActNN-Theorem-Prove-HaotianHe.pdf
ActNN-source-code.md	ActNN-source-code.md
ActNN.md	ActNN.md
GSPMD.md	GSPMD.md
GShard：Scaling Giant Models with Conditional Computation and Automatic Sharding.md	GShard：Scaling Giant Models with Conditional Computation and Automatic Sharding.md
ImageNet.md	ImageNet.md
Inception-GoogLeNet.md	Inception-GoogLeNet.md
LeNet.md	LeNet.md
PyTorch Distributed-Data Parallel Training.md	PyTorch Distributed-Data Parallel Training.md
README.md	README.md
Rammer-Enabling-Holistic-DL-Optimizations-with-rTasks.md	Rammer-Enabling-Holistic-DL-Optimizations-with-rTasks.md
ZeRO-Offload.md	ZeRO-Offload.md
ZeRO.md	ZeRO.md
batch-normalization.md	batch-normalization.md
capuchin.md	capuchin.md
characterizing-deep-learning-training-workloads-on-alibaba-pai.md	characterizing-deep-learning-training-workloads-on-alibaba-pai.md
cnn-concepts.md	cnn-concepts.md
deformable-convolutional-networks.md	deformable-convolutional-networks.md
designing-a-profiling-and-visualization-tool-for-scalable-and-in-depth-analysis-of-high-performance-gpu-clusters.md	designing-a-profiling-and-visualization-tool-for-scalable-and-in-depth-analysis-of-high-performance-gpu-clusters.md
fp8-formats-for-deep-learning.md	fp8-formats-for-deep-learning.md
layer-normalization.md	layer-normalization.md
mixed-precision-training.md	mixed-precision-training.md
pathways.md	pathways.md
persisten-threads.md	persisten-threads.md
rammer-source-code.md	rammer-source-code.md
stegastamp.md	stegastamp.md

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attribute-recognition

checkpoint

classification

cluster_scheduler