#apachetvm search results
Congratulations to @octoml! @luisceze @uwcse @UW #ML #MachineLearning #ApacheTVM #startups #UWInnovates
Seattle machine learning startup OctoML raises $15M from Amplify and Madrona geekwire.com/2020/seattle-m…
I have successfully built #ApacheTVM from source on my 13'' MacBook Air with M1 chip and started doing some #Keras inference tests with #BERT Base Uncased, following a tutorial from #OctoML. Performance so far, both on CPU and GPU, is better than the tutorial 🤪 #Python #DL
BTW, #ApacheTVM is an #opensource compiler framework for CPUs, GPUs, and #machinelearning accelerators. It aims to enable ML engineers to optimize and run computations efficiently on any hardware backend. All the major ML/DL frameworks are supported. tvm.apache.org
#PyTorch #ApacheTVM integration through #RelayIR "Out of the box TVM provides over two times the performance of the default PyTorch JIT backend for various ResNet models" #torch_tvm #MachineLearningEngineering
@ApacheTVM. The TVMCon 2021 videos are now live on @YouTube. Lots of great content from academia and industry about ML acceleration. #tvmcon2021 #apachetvm
🛠️3/5 The project overcomes obstacles like GPU-accelerated Python frameworks & memory optimization, creating a user-friendly, hackable workflow for LLM models. Big shoutout to #ApacheTVM Unity, #HuggingFace, #wasm & the whole gang! 💪
The #ApacheTVM Open Source ML Acceleration Conference is happening Dec 15-17. It’s not one to miss. Qualcomm is a proud sponsor. Get industry insights from experts including @jgehlhaar from @Qualcomm , @luisceze of @OctoML. Register at tvmcon.org
Started a PR including small fixes to the tutorial steps that I had to do in order to complete this tutorial successfully. I hope it should be useful to anyone else who would like to try it and start playing with #ApacheTVM on #Apple #M1. github.com/virtualramblas… #TensorFlow
3X CPU Speedup with TensorFlow and #ApacheTVM on #Apple M1 Chips octoml.ai/octoml-bert-mo…
OctoAI unveils OctoStack, a groundbreaking software platform for AI inference environments within enterprises #AI #AIinferenceenvironments #ApacheTVM #artificialintelligence #Compliance #Cybersecurity #democratizingAIaccessibility #GPUutilization #llm multiplatform.ai/octoai-unveils…
Apache TVM getting high adoption among hardware vendors and AI end users. Great to see communities are using TVM as de-facto industry standards. #apache #apacheTVM #AI
#AI design changes on the horizon from #opensource #ApacheTVM and #OctoML #ArtificialIntelligence #ModernRenaissance #AiEconomy #Innovation #Entrepreneurship #AdvancedAI #Excellence #Apache zdnet.com/article/design…
Developers are the heart of AI innovation. AI application deployment is going to be even more simpler for all the creators out there to access our best in class 6th gen AI engine in the Snapdragon 888 #5G Mobile Platform, thanks to #ApacheTVM and Qualcomm Hexagon team!
Big week for #Snapdragon and @ApacheTVM — at the #SnapdragonSummit, we announced TVM support for the Snapdragon 888 #5G Mobile Platform, and tomorrow afternoon, we’ll be at TVMConf 2020 talking all about it. Catch it here: bit.ly/3qsfH4k
Machine learning deployment platform OctoML raises $85M jackofalltechs.com/2021/11/01/mac… #ai #apachetvm #apps #bigdata
My team recently partnered with @octoml to speed up inference for deep learning algorithms that analyze video streams. Check out the blog post to learn more about our collaboration! #DeepLearning #ApacheTVM
“The collaboration sped up inference for the deep learning algorithms that analyze video streams, demonstrating an inference throughput increase of more than 2x.” Learn more about the collaboration and AI system analyzing live video streams: msft.it/6017nhX0X #deeplearning
I empathize. ⬇️ But there are some advancements in each new ones and in the data structures they use... A #DSL / #ProgrammingModel would tame the duplication and noise this creates for writing functionality. #ApacheTVM ...
"No! Not Another #DeepLearning Framework" mosharaf.com/wp-content/upl… "a common representation of learning tasks and a hardware abstraction model to ... relieve #MachineLearning researchers" #ProgrammingModel + "common runtime" before frameworks in #MachineLearningEngineering
See #ApacheTVM, #dmlc, etc (and the #DataFabric topic view above)
"Implementing Neural Nets Using #ADT-s" in #RelayIR #CompilerDesign with #FunctionalProgramming #MachineLearningEngineering in #DL #ApacheTVM bit.ly/2CxgGc0 previously
@tqchenml can #ApacheTVM help with abstracting over/between #ApacheFlink and #ApacheSpark, please ? Reason says "not" because it is a compiler backend not a front end. But gut says there might be more than meets the eye. context:
"With the abstraction of #XGBoost4J, can build an unified data analytic application ranging from Extract-Transform-Loading, data exploration, #machinelearning #modeltraining and the final #dataproduct service" bit.ly/2TL6qVm #ProgrammingModel first / over frameworks
"Integrating #ApacheTVM into #PyTorch" "Unlike many other #ML frameworks, #PyTorch exposes an eager-execution programming interface; avoids graph-based meta-programming and focuses on the direct manipulation of n-dimensional arrays /#tensor-s" #DataFabric bit.ly/2MPw5sU
TVM 0.5 is here github.com/dmlc/tvm/relea… High-level differentiable programming Relay IR, flexible low bit quantization flow, better AutoTVM; @golang and @rustlang support; Most importantly, an open, collaborative and growing community!
OctoAI unveils OctoStack, a groundbreaking software platform for AI inference environments within enterprises #AI #AIinferenceenvironments #ApacheTVM #artificialintelligence #Compliance #Cybersecurity #democratizingAIaccessibility #GPUutilization #llm multiplatform.ai/octoai-unveils…
🛠️3/5 The project overcomes obstacles like GPU-accelerated Python frameworks & memory optimization, creating a user-friendly, hackable workflow for LLM models. Big shoutout to #ApacheTVM Unity, #HuggingFace, #wasm & the whole gang! 💪
BTW, #ApacheTVM is an #opensource compiler framework for CPUs, GPUs, and #machinelearning accelerators. It aims to enable ML engineers to optimize and run computations efficiently on any hardware backend. All the major ML/DL frameworks are supported. tvm.apache.org
Started a PR including small fixes to the tutorial steps that I had to do in order to complete this tutorial successfully. I hope it should be useful to anyone else who would like to try it and start playing with #ApacheTVM on #Apple #M1. github.com/virtualramblas… #TensorFlow
I have successfully built #ApacheTVM from source on my 13'' MacBook Air with M1 chip and started doing some #Keras inference tests with #BERT Base Uncased, following a tutorial from #OctoML. Performance so far, both on CPU and GPU, is better than the tutorial 🤪 #Python #DL
@ApacheTVM. The TVMCon 2021 videos are now live on @YouTube. Lots of great content from academia and industry about ML acceleration. #tvmcon2021 #apachetvm
3X CPU Speedup with TensorFlow and #ApacheTVM on #Apple M1 Chips octoml.ai/octoml-bert-mo…
The #ApacheTVM Open Source ML Acceleration Conference is happening Dec 15-17. It’s not one to miss. Qualcomm is a proud sponsor. Get industry insights from experts including @jgehlhaar from @Qualcomm , @luisceze of @OctoML. Register at tvmcon.org
#AI design changes on the horizon from #opensource #ApacheTVM and #OctoML #ArtificialIntelligence #ModernRenaissance #AiEconomy #Innovation #Entrepreneurship #AdvancedAI #Excellence #Apache zdnet.com/article/design…
Design of #AI may change with #opensource #ApacheTVM and little help from #startup @OctoML Optimizing compute graph of neural nets for new hardware may change even training of neural nets, says OctoML. @DynamicCIO #100daysofcode zdnet.com/article/design…
zdnet.com
AI design changes on the horizon from open-source Apache TVM and OctoML
Optimizing the compute graph of neural nets for new hardware may change even the training of neural nets, says startup OctoML.
Machine learning deployment platform OctoML raises $85M jackofalltechs.com/2021/11/01/mac… #ai #apachetvm #apps #bigdata
My team recently partnered with @octoml to speed up inference for deep learning algorithms that analyze video streams. Check out the blog post to learn more about our collaboration! #DeepLearning #ApacheTVM
“The collaboration sped up inference for the deep learning algorithms that analyze video streams, demonstrating an inference throughput increase of more than 2x.” Learn more about the collaboration and AI system analyzing live video streams: msft.it/6017nhX0X #deeplearning
Apache TVM getting high adoption among hardware vendors and AI end users. Great to see communities are using TVM as de-facto industry standards. #apache #apacheTVM #AI
Developers are the heart of AI innovation. AI application deployment is going to be even more simpler for all the creators out there to access our best in class 6th gen AI engine in the Snapdragon 888 #5G Mobile Platform, thanks to #ApacheTVM and Qualcomm Hexagon team!
Big week for #Snapdragon and @ApacheTVM — at the #SnapdragonSummit, we announced TVM support for the Snapdragon 888 #5G Mobile Platform, and tomorrow afternoon, we’ll be at TVMConf 2020 talking all about it. Catch it here: bit.ly/3qsfH4k
I empathize. ⬇️ But there are some advancements in each new ones and in the data structures they use... A #DSL / #ProgrammingModel would tame the duplication and noise this creates for writing functionality. #ApacheTVM ...
"No! Not Another #DeepLearning Framework" mosharaf.com/wp-content/upl… "a common representation of learning tasks and a hardware abstraction model to ... relieve #MachineLearning researchers" #ProgrammingModel + "common runtime" before frameworks in #MachineLearningEngineering
See #ApacheTVM, #dmlc, etc (and the #DataFabric topic view above)
"Implementing Neural Nets Using #ADT-s" in #RelayIR #CompilerDesign with #FunctionalProgramming #MachineLearningEngineering in #DL #ApacheTVM bit.ly/2CxgGc0 previously
Congratulations to @octoml! @luisceze @uwcse @UW #ML #MachineLearning #ApacheTVM #startups #UWInnovates
Seattle machine learning startup OctoML raises $15M from Amplify and Madrona geekwire.com/2020/seattle-m…
#PyTorch #ApacheTVM integration through #RelayIR "Out of the box TVM provides over two times the performance of the default PyTorch JIT backend for various ResNet models" #torch_tvm #MachineLearningEngineering
"Integrating #ApacheTVM into #PyTorch" "Unlike many other #ML frameworks, #PyTorch exposes an eager-execution programming interface; avoids graph-based meta-programming and focuses on the direct manipulation of n-dimensional arrays /#tensor-s" #DataFabric bit.ly/2MPw5sU
TVM 0.5 is here github.com/dmlc/tvm/relea… High-level differentiable programming Relay IR, flexible low bit quantization flow, better AutoTVM; @golang and @rustlang support; Most importantly, an open, collaborative and growing community!
Congratulations to @octoml! @luisceze @uwcse @UW #ML #MachineLearning #ApacheTVM #startups #UWInnovates
Seattle machine learning startup OctoML raises $15M from Amplify and Madrona geekwire.com/2020/seattle-m…
I have successfully built #ApacheTVM from source on my 13'' MacBook Air with M1 chip and started doing some #Keras inference tests with #BERT Base Uncased, following a tutorial from #OctoML. Performance so far, both on CPU and GPU, is better than the tutorial 🤪 #Python #DL
BTW, #ApacheTVM is an #opensource compiler framework for CPUs, GPUs, and #machinelearning accelerators. It aims to enable ML engineers to optimize and run computations efficiently on any hardware backend. All the major ML/DL frameworks are supported. tvm.apache.org
#PyTorch #ApacheTVM integration through #RelayIR "Out of the box TVM provides over two times the performance of the default PyTorch JIT backend for various ResNet models" #torch_tvm #MachineLearningEngineering
OctoAI unveils OctoStack, a groundbreaking software platform for AI inference environments within enterprises #AI #AIinferenceenvironments #ApacheTVM #artificialintelligence #Compliance #Cybersecurity #democratizingAIaccessibility #GPUutilization #llm multiplatform.ai/octoai-unveils…
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