val.py --weights and --data compatibility check (#7292)
Improved error messages for understanding of user error with val.py. May help https://github.com/ultralytics/yolov5/issues/7291
This commit is contained in:
1 parent
5f97001ed4
commit
d2e7ba2a3a
1 file changed
+4
@@ -162,6 +162,10 @@ def run(
|
|||||||
|
|
||||||
# Dataloader
|
# Dataloader
|
||||||
if not training:
|
if not training:
|
||||||
|
if pt and not single_cls: # check --weights are trained on --data
|
||||||
|
ncm = model.model.yaml['nc']
|
||||||
|
assert ncm == nc, f'{weights[0]} ({ncm} classes) trained on different --data than what you passed ({nc} ' \
|
||||||
|
f'classes). Pass correct combination of --weights and --data that are trained together.'
|
||||||
model.warmup(imgsz=(1 if pt else batch_size, 3, imgsz, imgsz)) # warmup
|
model.warmup(imgsz=(1 if pt else batch_size, 3, imgsz, imgsz)) # warmup
|
||||||
pad = 0.0 if task in ('speed', 'benchmark') else 0.5
|
pad = 0.0 if task in ('speed', 'benchmark') else 0.5
|
||||||
rect = False if task == 'benchmark' else pt # square inference for benchmarks
|
rect = False if task == 'benchmark' else pt # square inference for benchmarks
|
||||||
|
|||||||
Reference in new issue
Block a user