Files
StarPilot/tinygrad_repo/extra/datasets/preprocess_imagenet.py
T
firestar5683 22a8575199 Vendor dependencies and resources for standalone builds
Keep official openpilot ancestry and dependency licenses. Store resources directly in Git, remove LFS setup requirements, and leave the downloadable big model outside the source tree.
2026-10-03 21:01:18 +00:00

22 lines
661 B
Python

from tinygrad import Tensor, dtypes
from extra.datasets.imagenet import iterate, get_val_files
if __name__ == "__main__":
#sz = len(get_val_files())
sz = 32*100
X,Y = None, None
idx = 0
for x,y in iterate(shuffle=False):
print(x.shape, y.shape, x.dtype, y.dtype)
assert x.shape[0] == y.shape[0]
bs = x.shape[0]
if X is None:
X = Tensor.empty(sz, *x.shape[1:], device="disk:/tmp/imagenet_x", dtype=dtypes.uint8)
Y = Tensor.empty(sz, *y.shape[1:], device="disk:/tmp/imagenet_y", dtype=dtypes.int64)
print(X.shape, Y.shape)
X[idx:idx+bs].assign(x)
Y[idx:idx+bs].assign(y)
idx += bs
if idx >= sz: break