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Add PyTorch-only benchmark arg (ultralytics#7564)
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Usage:
```
python utils/benchmarks.py --weights yolov5s.pt --img 640 --pt-only
```
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glenn-jocher authored and Clay Januhowski committed Sep 8, 2022
1 parent 9c01c2d commit 30d5dd7
Showing 1 changed file with 5 additions and 0 deletions.
5 changes: 5 additions & 0 deletions utils/benchmarks.py
Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,7 @@ def run(
device='', # cuda device, i.e. 0 or 0,1,2,3 or cpu
half=False, # use FP16 half-precision inference
test=False, # test exports only
pt_only=False, # test PyTorch only
):
y, t = [], time.time()
formats = export.export_formats()
Expand All @@ -79,6 +80,8 @@ def run(
except Exception as e:
LOGGER.warning(f'WARNING: Benchmark failure for {name}: {e}')
y.append([name, None, None]) # mAP, t_inference
if pt_only and i == 0:
break # break after PyTorch

# Print results
LOGGER.info('\n')
Expand All @@ -98,6 +101,7 @@ def test(
device='', # cuda device, i.e. 0 or 0,1,2,3 or cpu
half=False, # use FP16 half-precision inference
test=False, # test exports only
pt_only=False, # test PyTorch only
):
y, t = [], time.time()
formats = export.export_formats()
Expand Down Expand Up @@ -130,6 +134,7 @@ def parse_opt():
parser.add_argument('--device', default='', help='cuda device, i.e. 0 or 0,1,2,3 or cpu')
parser.add_argument('--half', action='store_true', help='use FP16 half-precision inference')
parser.add_argument('--test', action='store_true', help='test exports only')
parser.add_argument('--pt-only', action='store_true', help='test PyTorch only')
opt = parser.parse_args()
print_args(vars(opt))
return opt
Expand Down

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