zymtrace
48 posts

zymtrace
@zymtrace
Powering Efficient AI: A continuous profiling platform for CPU and GPU workloads, that provides actionable insights to optimize perf & debug faster
Earth Katılım Aralık 2024
1 Takip Edilen158 Takipçiler

We’re attending @RaiseSummit!
Building or considering disaggregated infrastructure across NVIDIA GPUs, AMD GPUs, AWS Trainium, TPUs, or other accelerators?
We’d love to connect.

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NVTX adds labels that describe application-level regions: model layers, inference phases, tensor shapes, #CUDA streams, and custom operations. Think of those annotations as receipts for code execution on the GPU.
Learn more: zymtrace.com/article/nvtx-zt
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zymtrace retweetledi

📢 May episode is out! 📢
OpenTelemetry Comes of Age: CNCF Graduation, Profiling and eBPF
With @horovits hosting @israel_ogbole, CEO & Co-founder @zymtrace, OTel Profiling SIG member.
🎧 open.spotify.com/episode/5bErJ5…
📺 youtu.be/Eo4g38QYX68
recap post:
👉 medium.com/p/c66dc2cd7d3c

YouTube

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Zymtrace automatically detects MIG topology and attributes GPU performance metrics to each MIG instance, correlated with full-stack GPU flamegraphs.
zymtrace.com/article/mig
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🔊 We’re thrilled to welcome Abdullah Eryuzlu (@KernelNomad_ ) to zymtrace.
Abdullah is a systems engineer with a deep passion for low-level programming, kernels, and performance optimization.

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Join @zymtrace and help us design agentic workflows and user experiences to optimize AI workloads.
zymtrace.com/career/zymtrac…
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👉 Learn more about Tim’s background and why he joined @zymtrace here:
zymtrace.com/article/welcom…
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@halvarflake Thanks @halvarflake. We’ve got a few roles up (zymtrace.com/career/), but if you’re great with Rust, don’t wait for a perfect listing — just send your application in.
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zymtrace retweetledi

Big news: today we are announcing that we have raised $12.2M!
We are building an agentic, profile-guided opt platform that continuously profiles execution from CPU code to CUDA kernels in production to help teams maximize throughput per GPU.
zymtrace.com/article/zymtra…
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zymtrace retweetledi

The @zymtrace folks are going *really deep* into what your GPUs are actually doing (and waiting for) when you're running your most expensive workloads... 🤓
zymtrace@zymtrace
@MeetAnamAI achieved 250% faster inference and 90% higher throughput with $0 spent on new GPUs ⚡ Most teams solve GPU performance by throwing money at more @nvidia GPUs. Anam took the performance optimization approach.
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