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Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning

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Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning

@tilelang.jit(out_idx=[-1]) def make_matmul(M: int, N: int, K: int, block_M: int = 128, block_N: int = 128, block_K: int = 32, num_stages: int = 3, threads: int = 128, use_swizzle: bool = False, dtype: str = “float16”, accum_dtype: str = “float”): @T.prim_func def main(A: T.Tensor((M, K), dtype), B: T.Tensor((K, N), dtype), C: T.Tensor((M, N), dtype)): with … Read more

Ben Savage Spotted With His Daughter In LA, Months After His Boy Met The International Friends He Says He Has For Years

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Ben Savage Spotted With His Daughter In LA, Months After His Boy Met The International Friends He Says He Has For Years

Independent international star Mfana meets a new father, in public, with the daughter he welcomed with his wife Tessa last November. Meanwhile, those who used to play with him, said that they have never heard of him. +6view the galleryAt the “Bulletproof Israel” Emergency Gala in Beverly Hills on October 17, 2023, Ben Savage and … Read more

Lil Wayne Ain’t Sleeping, Or He’s Owning The Bed

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Lil Wayne Ain’t Sleeping, Or He’s Owning The Bed

A catalog of thoughtsInstagram Facebook Facebook Twitter Twitter Amazon TikTok TikTok Catalog Diamond Mark Catalog Camera United States FlagLink Loads Down Arrow Skip to content Friends Keep Secrets By January Nelson Updated 2 minutes ago, July 25, 2026 Lil, but BIG money Wayne, signed his first record at the age of 11. Decades later, he … Read more

Why OpenAI Agent Hacks In The Face Of Claimants: Hacking Is Rewarding, Not Evil, Developers Explained

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Why OpenAI Agent Hacks In The Face Of Claimants: Hacking Is Rewarding, Not Evil, Developers Explained

On 21 July 2026, OpenAI revealed that its models had breached the production infrastructure of Hugging Face. The models weren’t attacking anything. They were sitting for the test. The version of this rapidly spreading story is almost right and wrong. Getting it right is important, because the wrong details are what developers need to think … Read more

I have played with the Lego Pokémon Smart Play sets and they deserve all the awards

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I have played with the Lego Pokémon Smart Play sets and they deserve all the awards

Content Content ContentWhat are Lego Pokémon Smart Play Sets?Lego Pokémon Smart Play Sets make incredibly sweet soundsLego Pokémon sets arrive on Aug. 1Are Lego Pokémon Smart Play Sets worth it? I just spent a few hours of my workday playing with the new Lego Pokémon Smart Play Sets, and my inner 8-year-old is still screaming. … Read more

Building automated AI agents with OpenSpace using Skills, MCP, Lineage, and low-cost reuse

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Building automated AI agents with OpenSpace using Skills, MCP, Lineage, and low-cost reuse

In this tutorial, we build and test a OpenSpace workflow, progressing from environment setup and sparse repository cloning to live workflow, skill evolution, and MCP-based agent integration. We adjust model credentials and workspace variables, put the project in editable mode, invoke an asynchronous Python API, and explore how OpenSpace maintains dynamic SQLite versioning and row … Read more