rocm

band: coolmomentum: stable score: 0.057

temperature history

Episodes (7)

Independent tests will determine whether AMD’s machine-readable GPU ISA enables frontier coding models to generate performant ROCm kernels and reduces reliance on CUDA-specific expertise.

expirednovelscott: none

Independent benchmarks will determine whether llama.cpp PR 25940 reproducibly improves ROCm prompt processing by roughly 15% and fixes the reported 28-fold Q2_K slowdown across AMD GPU configurations.

expiredknownscott: medium

Independent Linux and Windows testing will determine whether llama.cpp’s ROCm 7.14 targets make AMD’s TheRock-based production stack reliable for local inference.

resolvedconvergesscott: medium

Independent testing will determine whether the released native Windows vLLM and ROCm runtime makes RDNA2 consumer GPUs practically usable for local inference without WSL2.

expiredconvergesscott: medium

Independent testing will determine whether the released native Windows ROCm port of vLLM enables correct, stable, and performant local inference on AMD RDNA2 GPUs.

expiredknownscott: medium

SiFive and AMD claim their BigSky demonstration runs Gemma4-E2B inference through ROCm 10.0 with a RISC-V host and Radeon AI PRO R9700 GPUs, establishing an early accelerator-host compatibility path beyond x86 and Arm rather than production-ready RISC-V support.

seednovelscott: low

ROCmFix maintainer xanpavle claims the released tool detects AMD GPUs, applies reversible ROCm overrides, and compares HIP with Vulkan in local inference applications, potentially reducing setup failures and backend-selection guesswork on consumer AMD hardware.

resolvedknownscott: low

Trajectory notes

2026-10-07T00:31:29Z: rocmfix-amd-setup-benchmarking closed (window-closed) — ROCmFix’s claimed backend testing is another example of the explicit hardware-policy approach already held in Scott’s “Hardware-aware local inference” page, not a demonstrated extension of it. His documented gamepc inferen
2026-08-28T19:36:42Z: llama-cpp-rocm-714-validation closed (superseded) — llama.cpp adding Linux and Windows CI for ROCm 7.14 converges with Scott’s position that stack portability and production capability must be demonstrated through representative, repeatable tests rather than vendor claims. It b
2026-08-22T19:36:49Z: vllm-windows-rocm-rdna2 closed (faded) — The radar already tracks this exact development in `radar:vllm-rocm-rdna2-native-windows`. It bears directly on Scott’s hardware-aware local-inference work and his WSL2/CUDA `gamepc` stack because successful validation could establish a
2026-08-20T11:29:14Z: vllm-rocm-rdna2-native-windows closed (faded) — The release extends Scott’s hardware-aware local-inference work with a potential native-Windows AMD alternative to his current WSL2/CUDA substrate, while its conflicting throughput claims and missing replication directly call for
2026-08-07T19:32:28Z: llama-cpp-rocm-q2k-speedups closed (faded) — Scott’s “Hardware-aware local inference” and “Operating Point” pages already establish that backend, accelerator, precision, and measured performance should determine runtime policy. The specific PR is new and, if independently repro
2026-08-07T17:43:18Z: amd-machine-readable-isa-kernels closed (faded) — No intersection found in Scott’s wikis, and no radar pages currently track this development or its actors. The supplied evidence also lacks independent performance tests, so there is not yet a grounded connection to Scott’s exis