zymtrace

48 posts

zymtrace

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
zymtrace
zymtrace@zymtrace·
At @zymtrace, we’re building the cluster-wide autonomous optimization platform for heterogeneous accelerated workloads.
English
0
0
1
34
zymtrace
zymtrace@zymtrace·
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.
zymtrace tweet media
English
1
1
6
191
zymtrace
zymtrace@zymtrace·
@zymtrace 💚 @Walmart We are excited to partner with Walmart to build a heterogeneous AI infrastructure observability layer tailored for general-purpose and GPU-accelerated workloads.
zymtrace tweet media
English
1
2
5
1K
zymtrace
zymtrace@zymtrace·
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
English
0
0
0
43
zymtrace
zymtrace@zymtrace·
🚀 NVTX in @zymtrace AI flamegraphs. For the first time, NVTX annotations can now be viewed directly inside an AI flamegraph, connecting application context to the GPU work it triggered.
English
1
1
3
76
zymtrace
zymtrace@zymtrace·
Zymtrace automatically detects MIG topology and attributes GPU performance metrics to each MIG instance, correlated with full-stack GPU flamegraphs. zymtrace.com/article/mig
English
0
0
0
41
zymtrace
zymtrace@zymtrace·
Today, we're announcing the General Availability of MIG-aware distributed GPU profiling in zymtrace. MIG makes shared GPUs more predictable. Zymtrace makes them optimizable.
zymtrace tweet media
English
1
2
2
82
zymtrace
zymtrace@zymtrace·
🦀 He has also been building a POSIX-compatible kernel in Rust targeting RISC-V. Excited for what we’ll build together 🚀
English
0
0
0
71
zymtrace
zymtrace@zymtrace·
🔊 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.
zymtrace tweet media
English
1
3
7
294
zymtrace
zymtrace@zymtrace·
🔊 We are thrilled to welcome Tim to the team! Tim is a Rust enthusiast focused on low-level systems and kernel development We are hiring!
zymtrace tweet media
English
1
2
5
404
zymtrace retweetledi
Halvar Flake
Halvar Flake@halvarflake·
My friends at @zymtrace are looking for Rust engineers 🦀 They're building the platform that makes GPUs go brr — fully remote, early stage, real impact DM me for an intro, or email team@zymtrace.com I can vouch that the team is top notch.
English
10
27
112
9.6K
zymtrace
zymtrace@zymtrace·
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…
English
1
5
25
10K
zymtrace
zymtrace@zymtrace·
AI clusters lose enormous amounts of compute to hidden bottlenecks that most teams simply cannot see. We make them visible. We're grateful to our customers and investors for their trust!
English
0
0
2
431
zymtrace retweetledi
Tanel Poder 🇺🇦
Tanel Poder 🇺🇦@TanelPoder·
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.

English
0
1
10
1.1K