%20--%3e%3csvg%20version='1.1'%20id='icon'%20xmlns='http://www.w3.org/2000/svg'%20xmlns:xlink='http://www.w3.org/1999/xlink'%20x='0px'%20y='0px'%20width='32px'%20height='32px'%20viewBox='0%200%2032%2032'%20style='enable-background:new%200%200%2032%2032;'%20xml:space='preserve'%3e%3cstyle%20type='text/css'%3e%20.st0{fill:none;}%20%3c/style%3e%3crect%20class='st0'%20width='32'%20height='32'/%3e%3crect%20x='14'%20y='4'%20width='4'%20height='4'/%3e%3crect%20x='4'%20y='4'%20width='4'%20height='4'/%3e%3crect%20x='24'%20y='4'%20width='4'%20height='4'/%3e%3crect%20x='14'%20y='14'%20width='4'%20height='4'/%3e%3crect%20x='4'%20y='14'%20width='4'%20height='4'/%3e%3crect%20x='24'%20y='14'%20width='4'%20height='4'/%3e%3crect%20x='14'%20y='24'%20width='4'%20height='4'/%3e%3crect%20x='4'%20y='24'%20width='4'%20height='4'/%3e%3crect%20x='24'%20y='24'%20width='4'%20height='4'/%3e%3c/svg%3e)
My latest adventures
U-Net development update week 9 2026
March 15th 2026 at 12:00
Extending TrivialAugument with a transform grid and a tinygrad-native deformation.
Read this
U-Net development update week 8 2026
February 22nd 2026 at 12:00
Extending the training set by doing random transforms.
Read this
U-Net development update week 6 2026
February 8th 2026 at 12:00
The JIT problem has been resolved.
Read this
The rest
U-Net development update week 5 2026
January 27th 2026 at 12:00
Suspecting tinygrad JIT is at fault.
U-Net development update week 3 2026
January 25th 2026 at 12:00
Decreasing sample count to see if the network overfits as expected.
U-Net development update week 4 2026
January 18th 2026 at 12:00
Trying out Focal loss with multiple parameter sets.