Rajat Monga @rajatmonga
Inference @ Microsoft, Past: Founder TensorFlow, Inference IO onnxruntime.ai Joined November 2008-
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LSTMs were the early language models we scaled up with DistBelief back in 2013, well before TensorFlow, great to see a retake on that combining it with newer ideas. Evolution at work!
LSTMs were the early language models we scaled up with DistBelief back in 2013, well before TensorFlow, great to see a retake on that combining it with newer ideas. Evolution at work!
Great work by ONNX Runtime Web team enabling Whisper in the browser!
Great work by ONNX Runtime Web team enabling Whisper in the browser!
Each language has a place and time. Java brought value in speeding up project times, and enabling more developers. Spark in C++ (Photon) is a lot more performant, but not many devs can do that well. Now folks want to rewrite golang (new Java) code in Rust (new C++)!
Each language has a place and time. Java brought value in speeding up project times, and enabling more developers. Spark in C++ (Photon) is a lot more performant, but not many devs can do that well. Now folks want to rewrite golang (new Java) code in Rust (new C++)!
Is the era of massive AI model growth over? We got the last 1000X from better compute & smaller number formats. The path to the next 1000X isn't so clear... escriboergosum.substack.com/p/1000x
Awesome result with #AlphaTensor. Anything we can gamify, DeepRL is ready to go.
Awesome result with #AlphaTensor. Anything we can gamify, DeepRL is ready to go.
Small changes => big returns. Find the right leverage points.
Next are AR and VR but they have to wait for the next decade.
Next are AR and VR but they have to wait for the next decade.
AI enables entirely new experiences. Just as Cloud and Mobile did over the last two decades. This is the decade of AI.
AI enables entirely new experiences. Just as Cloud and Mobile did over the last two decades. This is the decade of AI.
We thought we were onto something when we were building DistBelief and writing this paper and we were. Amazing looking back a decade later. Great working with @JeffDean @AndrewYNg @quocleix and the whole Brain Team.
We thought we were onto something when we were building DistBelief and writing this paper and we were. Amazing looking back a decade later. Great working with @JeffDean @AndrewYNg @quocleix and the whole Brain Team.
The next bump up ↗️ in *maternal mortality* is here. Time to bring it down ↘️
SGD is the worst type of optimizer — except for all the others that have been tried.
SGD is the worst type of optimizer — except for all the others that have been tried.
We need solutions, not just "no gun control" nytimes.com/news-event/sho…
Data is the attractor here. Apps will be where the data is, not because it is the best solution, but because of the layers of governance and security that people get comfortable with. All data apps will run on one of 5 data platforms - 3 clouds + Snowflake + Databricks.
Data is the attractor here. Apps will be where the data is, not because it is the best solution, but because of the layers of governance and security that people get comfortable with. All data apps will run on one of 5 data platforms - 3 clouds + Snowflake + Databricks.
Thoughtful and elucidating. Ideas are indeed Powerful, and hence, can also be Dangerous.
Thoughtful and elucidating. Ideas are indeed Powerful, and hence, can also be Dangerous.
As Russians look to finally take Mariupol - amid unconfirmed claims of chemical weapons use - its worth reflecting that a Facebook group for relatives looking for missing loved ones now has 140k members.
"Two Refugees, Both on Poland’s Border. But Worlds Apart." nyti.ms/3tZiZP5 Albagir was punched in the face, called racial slurs ... Katya wakes up every day to a stocked fridge and fresh bread on the table ...
Nailed it.

Andrej Karpathy @karpathy
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François Chollet @fchollet
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Delip Rao e/σ @deliprao
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Jeff Dean @JeffDean
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👩💻 Paige Bai... @DynamicWebPaige
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TensorFlow @TensorFlow
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Martin Görner @martin_gorner
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PyTorch @PyTorch
451K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
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7K Followers 296 Following I have a blog | benn.substack I had a job | https://t.co/PPUWbMIeFC Join my professional network | https://t.co/f6QIgfaKSu My janky linktree | https://t.co/5YOf0jrVq6 Fine | https://t.co/OvT9Wq4ata
Olcan @olcan
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