Comments (1)
The initial thought of trying to using pynvml turned out to not work. Instead, I profiled the following with nsight compute:
import cupy as cp
from cucim.skimage.filters import gaussian, gabor
a = cp.random.random((30_000, 30_000))
a[1, 1] = 1
a[1000, 1] = 1
a[3000, 1] = 1
gabor(a, frequency=0.4)
I don't think compute/gpu utilization is the best metric here as the above does not really inform how well gabor
performs for marketing materials. Engineers might be interested here and explore why this may or may not be efficient but I don't think this on its own conveys much to a general image scientist
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Related Issues (20)
- Cache Notebooks HOT 1
- Cleanup `python/cucim/docs`
- Cleanup `python/cucim/ci`
- Review & cleanup `python/cucim`
- Drop `.cookiecutterrc`
- Drop `.idea`
- Validate wheel on CI
- Test CuPy 12 & 13 on CI
- Devendor CMake dependencies
- Drop Python pre-3.9 logic HOT 4
- Slowness seen using PiecewiseAffineTransform compared to scikit-image version HOT 2
- Enable `libcufile` on `linux_aarch64` (w/CUDA 12.2+) HOT 1
- [BUG] `click` is listed only in test requirements but is a required in order to use `cucim.clara` HOT 2
- Is `cucim.code-workspace` still used? HOT 2
- Add `devcontainer`s HOT 1
- Order of axes for `CuImage.origin`? HOT 4
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- [BUG] No module named 'cucim.clara._cucim' HOT 5
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