Fix rtdetr recipes (#4079)

* Fix recipes

* Update CHANGELOG

Author: sungchul1

CHANGELOG.md

@@ -108,6 +108,8 @@ All notable changes to this project will be documented in this file.
   (<https://github.com/openvinotoolkit/training_extensions/pull/4057>)
 - Fix incorrect all_groups order configuration in HLabelInfo
   (<https://github.com/openvinotoolkit/training_extensions/pull/4067>)
+- Fix RTDETR recipes
+  (<https://github.com/openvinotoolkit/training_extensions/pull/4079>)
 - Fix wrong model name in converter & template
   (<https://github.com/openvinotoolkit/training_extensions/pull/4082>)
 - Fix RTMDet Inst Explain Mode

src/otx/recipe/detection/rtdetr_101.yaml

@@ -34,15 +34,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
 

src/otx/recipe/detection/rtdetr_101_tile.yaml

@@ -34,15 +34,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
 

src/otx/recipe/detection/rtdetr_18.yaml

@@ -33,15 +33,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
 

src/otx/recipe/detection/rtdetr_18_tile.yaml

@@ -33,15 +33,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
 

src/otx/recipe/detection/rtdetr_50.yaml

@@ -34,15 +34,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7
 

src/otx/recipe/detection/rtdetr_50_tile.yaml

@@ -34,15 +34,9 @@ overrides:
     - class_path: otx.algo.callbacks.adaptive_train_scheduling.AdaptiveTrainScheduling
       init_args:
         max_interval: 1
-        decay: -0.025
         min_lrschedule_patience: 3
     - class_path: otx.algo.callbacks.adaptive_early_stopping.EarlyStoppingWithWarmup
       init_args:
-        monitor: null
-        mode: max
-        patience: 10
-        check_on_train_epoch_end: false
-        min_delta: 0.001
         warmup_iters: 100
         warmup_epochs: 7