After reading your paper, flash attention has indeed achieved a significant speed improvement compared to other algorithms. Thanks for your impressive work!!! But in industrial scenarios, we prefer to use FasterTransformer and TensorRT's demoBERT to accelerate transformer-based models. Are you ...
I wanna ask that is there something wrong in my code to run these frameworks.:pleading_face::pleading_face::pleading_face: This is the result in deepspeed-inference's paper, showing that deepspeed is always faster than fastertransformer:...
10、,127,roundGdeQuantizationxout=xo1Raghuraman Krishnamoorthi,2018.Quantizing deepconvolutionalnetworks foreffiicient inference:Awhitepaper#page#WHAT IS INT8 QUANTIZATIONUniform Symmetric QuantizerConsider a floating-point variable with range xmin xmaxl that needs to be quantized to the range -127,127...
Number of params24.1M# 49 Compare Semantic SegmentationS3DIS Area5PTv3 + PPTmIoU74.7# 2 Compare oAcc92.0# 5 Compare mAcc80.1# 2 Compare Semantic SegmentationScanNetPTv3 + PPTtest mIoU79.4# 1 Compare val mIoU78.6# 1 Compare 3D Semantic SegmentationScanNet++PTv3Top-1 IoU0.458# 2 ...
In this paper, we propose LeViT-UNet, which integrates a LeViT Transformer module into the U-Net architecture, for fast and accurate medical image segmentation. Specifically, we use LeViT as the encoder of the LeViT-UNet, which better trades off the accuracy and efficiency of the Transformer ...
目标检测性能超越了经典的Faster RCNN,打开了目标检测研究的新路线,并且DETR也能改装应用于全景分割任务,性能也不错。 The DETR model DETR architecture DETR的整体架构很简单,如图2所示,包含3个主要部分:CNN主干、encoder-decoder transformer和简单的前向网络(FFN)。
Datasets Edit Add Datasets introduced or used in this paper Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers. Methods Edit Adam • Attention Dropout • AutoTinyBERT • BERT • ...
diversity rate for beam search in this paper temperature [batch_size] float Optional. temperature for logit len_penalty [batch_size] float Optional. length penalty for logit repetition_penalty [batch_size] float Optional. repetition penalty for logit random_seed [batch_size] uint64 Optional. ...
faster-transformer bloom gpt llama megatron-gpt2 README.md flexflow-serve hf-transformer native-model tensorrt-llm tensorrt triton vllm web FlexFlow-Serve.md README.md chatgpt.md llm-localization llm-maas llm-performance llm-pipeline llmops paper pic train .gitignore LICENSE...
Pull requests41 Actions Security Insights Additional navigation options New issue LLaMA support#506 Open michaelroyzenopened this issueMar 16, 2023· 176 comments byshiueadded theenhancementNew feature or requestlabelMar 24, 2023 I compared the GPT-j and llama models in huggingface, they have the ...