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News

vLLM
docs.vllm.ai > en > latest > api > vllm > models > kimi_k3 > nvidia > kda_metadata

kda_metadata

3+ week, 4+ day ago   (57+ words) vLLM Kimi-K3 specialization of GDN attention metadata. The request classification and cudagraph staging intentionally mirror GDNAttentionMetadataBuilder. Kimi-K3 builds the metadata required by its prefill KDA kernel internally, so this builder omits the shared FLA chunk metadata construction. For Kimi-K3 speculative…...

DEV Community
dev.to > mukesh_13 > what-actually-happens-when-linux-runs-out-of-memory-inside-the-oom-killer-3j27

What Actually Happens When Linux Runs Out of Memory: Inside the OOM Killer

2+ hour, 31+ min ago   (476+ words) Your process didn't crash. There's no stack trace, no exception, no core dump. One second it's running; the next, dmesg shows a single line — Out of memory: Killed process 4821 (node) — and it's gone. If you're running on Kubernetes, you'll see…...

DEV Community
dev.to > textmachine > a-gif-re-encode-made-the-file-45x-bigger-interframe-differencing-fixed-it-5gnb

A GIF re-encode made the file 4.5x bigger. Interframe differencing fixed it.

3+ hour, 1+ min ago   (656+ words) Cropping a GIF should not make it bigger. Ours did, and not by a little: a 288-frame Foucault pendulum went from 1074 KB in to 4881 KB out, and a 70-frame gun turret went 116 KB to 1232 KB. That is 455% and 1062%. The same…...

DEV Community
dev.to > __f57a448 > optimizing-disk-io-in-numpy-implementing-a-fast-lz4-compression-algorithm-via-c-extensions-ilm

Optimizing Disk I/O in NumPy: Implementing a Fast LZ4 Compression Algorithm via C-Extensions

3+ hour, 38+ min ago   (93+ words) pypi.org... Tagged with python, compression, numpy....

DEV Community
dev.to > jzhonx > benchmarking-zippers-in-haskell-3g

Benchmarking Zippers in Haskell

4+ hour, 11+ min ago   (365+ words) In the previous post, we explored zippers and their applications in functional programming. In this post, we benchmark their performance against a root-based approach. We define a simple tree data structure and the naive root-based approach for traversing and modifying…...

DEV Community
dev.to > akhourianmolkumar > i-wanted-to-process-one-image-somehow-i-ended-up-building-apic-464m

I Wanted to Process One Image. Somehow I Ended Up Building APIC.

8+ hour, 5+ min ago   (297+ words) It started with a stupidly simple problem. I had an image. I needed to process it. But somehow the workflow became: Open tool → convert → find another tool → compress → open another tool → edit → close everything. At some point I thought: Why…...

DEV Community
dev.to > silvern47 > streamux-full-rfc-9113-in-go-with-c-abi-3hie

Streamux: Full RFC 9113 in Go with C abi

9+ hour, 44+ min ago   (119+ words) Spent the last few weeks building an HTTP/2 server from scratch in Go. Full RFC 9113 - framing, HPACK, stream state machine, flow control, TLS enforcement, 145/146 h2spec tests passing. The fun part was RFC 9218 stream priorities. Browsers already send priority: u=N on…...

GameGPU
en.gamegpu.com > news > zhelezo > novyj-patch-kompilyatora-gcc-uvelichil-proizvoditelnost-protsessorov-amd-zen-5-na-12

A new GCC compiler patch has increased the performance of AMD Zen 5 processors by 12%.

10+ hour, 26+ min ago   (194+ words) GameGPU AMD compiler engineer Venkataramanan Kumar presented a compact software patch for the GNU Compiler Collection The proposed change consists of only two lines of source code and adjusts the instruction cost table for modern Zen 4 and Zen 5 processor architectures…...

DEV Community
dev.to > viklogix > developer-experience-improves-with-gos-faster-compile-times-and-ease-of-use-compared-to-swift-49em

Developer Experience Improves with Go's Faster Compile Times and Ease of Use Compared to Swift

11+ hour, 3+ min ago   (723+ words) For years, developers like myself have grappled with the thermal and resource bottlenecks inherent in Swift's compilation process. Swift's multi-pass compiler, while designed for runtime optimizations, introduces a computational workload that disrupts workflow continuity. Here’s how: Swift's complex type system…...

DEV Community
dev.to > muhammetsafak > dont-pick-a-partial-index-for-speed-what-i-measured-on-a-10m-row-postgres-queue-table-1mb9

Don't pick a partial index for speed: what I measured on a 10M-row Postgres queue table

13+ hour, 7+ min ago   (1260+ words) Early in August someone asked me a question: on a queue table where a few thousand pending rows sit among millions of completed ones, should they use a partial index or a plain one? I said yes, this is the…...