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Update prediction Results docs (#4139)

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Glenn Jocher 2023-08-03 18:44:40 +02:00 • committed by GitHub
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docs/reference/utils/torch_utils.md
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@ -3,137 +3,116 @@ description: Explore Ultralytics-tailored torch utility features like Model EMA,
keywords: Ultralytics, Torch Utils, Model EMA, Early Stopping, Smart Inference, Get CPU Info, Time Sync, Fuse Deconv and bn, Get num params, Get FLOPs, Scale img, Copy attr, Intersect dicts, De_parallel, Init seeds, Profile
---
## ModelEMA
# Reference for `ultralytics/utils/torch_utils.py`
!!! note
Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/torch_utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/torch_utils.py).
---
### ::: ultralytics.utils.torch_utils.ModelEMA
## ::: ultralytics.utils.torch_utils.ModelEMA
<br><br>
## EarlyStopping
---
### ::: ultralytics.utils.torch_utils.EarlyStopping
## ::: ultralytics.utils.torch_utils.EarlyStopping
<br><br>
## torch_distributed_zero_first
---
### ::: ultralytics.utils.torch_utils.torch_distributed_zero_first
## ::: ultralytics.utils.torch_utils.torch_distributed_zero_first
<br><br>
## smart_inference_mode
---
### ::: ultralytics.utils.torch_utils.smart_inference_mode
## ::: ultralytics.utils.torch_utils.smart_inference_mode
<br><br>
## get_cpu_info
---
### ::: ultralytics.utils.torch_utils.get_cpu_info
## ::: ultralytics.utils.torch_utils.get_cpu_info
<br><br>
## select_device
---
### ::: ultralytics.utils.torch_utils.select_device
## ::: ultralytics.utils.torch_utils.select_device
<br><br>
## time_sync
---
### ::: ultralytics.utils.torch_utils.time_sync
## ::: ultralytics.utils.torch_utils.time_sync
<br><br>
## fuse_conv_and_bn
---
### ::: ultralytics.utils.torch_utils.fuse_conv_and_bn
## ::: ultralytics.utils.torch_utils.fuse_conv_and_bn
<br><br>
## fuse_deconv_and_bn
---
### ::: ultralytics.utils.torch_utils.fuse_deconv_and_bn
## ::: ultralytics.utils.torch_utils.fuse_deconv_and_bn
<br><br>
## model_info
---
### ::: ultralytics.utils.torch_utils.model_info
## ::: ultralytics.utils.torch_utils.model_info
<br><br>
## get_num_params
---
### ::: ultralytics.utils.torch_utils.get_num_params
## ::: ultralytics.utils.torch_utils.get_num_params
<br><br>
## get_num_gradients
---
### ::: ultralytics.utils.torch_utils.get_num_gradients
## ::: ultralytics.utils.torch_utils.get_num_gradients
<br><br>
## model_info_for_loggers
---
### ::: ultralytics.utils.torch_utils.model_info_for_loggers
## ::: ultralytics.utils.torch_utils.model_info_for_loggers
<br><br>
## get_flops
---
### ::: ultralytics.utils.torch_utils.get_flops
## ::: ultralytics.utils.torch_utils.get_flops
<br><br>
## get_flops_with_torch_profiler
---
### ::: ultralytics.utils.torch_utils.get_flops_with_torch_profiler
## ::: ultralytics.utils.torch_utils.get_flops_with_torch_profiler
<br><br>
## initialize_weights
---
### ::: ultralytics.utils.torch_utils.initialize_weights
## ::: ultralytics.utils.torch_utils.initialize_weights
<br><br>
## scale_img
---
### ::: ultralytics.utils.torch_utils.scale_img
## ::: ultralytics.utils.torch_utils.scale_img
<br><br>
## make_divisible
---
### ::: ultralytics.utils.torch_utils.make_divisible
## ::: ultralytics.utils.torch_utils.make_divisible
<br><br>
## copy_attr
---
### ::: ultralytics.utils.torch_utils.copy_attr
## ::: ultralytics.utils.torch_utils.copy_attr
<br><br>
## get_latest_opset
---
### ::: ultralytics.utils.torch_utils.get_latest_opset
## ::: ultralytics.utils.torch_utils.get_latest_opset
<br><br>
## intersect_dicts
---
### ::: ultralytics.utils.torch_utils.intersect_dicts
## ::: ultralytics.utils.torch_utils.intersect_dicts
<br><br>
## is_parallel
---
### ::: ultralytics.utils.torch_utils.is_parallel
## ::: ultralytics.utils.torch_utils.is_parallel
<br><br>
## de_parallel
---
### ::: ultralytics.utils.torch_utils.de_parallel
## ::: ultralytics.utils.torch_utils.de_parallel
<br><br>
## one_cycle
---
### ::: ultralytics.utils.torch_utils.one_cycle
## ::: ultralytics.utils.torch_utils.one_cycle
<br><br>
## init_seeds
---
### ::: ultralytics.utils.torch_utils.init_seeds
## ::: ultralytics.utils.torch_utils.init_seeds
<br><br>
## strip_optimizer
---
### ::: ultralytics.utils.torch_utils.strip_optimizer
## ::: ultralytics.utils.torch_utils.strip_optimizer
<br><br>
## profile
---
### ::: ultralytics.utils.torch_utils.profile
## ::: ultralytics.utils.torch_utils.profile
<br><br>