Add TIPC whole_train_whole_infer

paddlers/tasks/change_detector.py

@@ -52,9 +52,7 @@ class BaseChangeDetector(BaseModel):
         if 'with_net' in self.init_params:
             del self.init_params['with_net']
         super(BaseChangeDetector, self).__init__('change_detector')
-        if model_name not in __all__:
-            raise ValueError("ERROR: There is no model named {}.".format(
-                model_name))
+
         self.model_name = model_name
         self.num_classes = num_classes
         self.use_mixed_loss = use_mixed_loss

test_tipc/configs/cd/bit/bit.yaml

@@ -1,8 +0,0 @@
-# Basic configurations of BIT
-
-_base_: ../_base_/airchange.yaml
-
-save_dir: ./test_tipc/output/cd/bit/
-
-model: !Node
-    type: BIT

test_tipc/configs/cd/bit/bit_airchange.yaml

@@ -1,4 +1,4 @@
-# Basic configurations of BIT with AirChange dataset
+# Configurations of BIT with AirChange dataset
 
 _base_: ../_base_/airchange.yaml
 

test_tipc/configs/cd/bit/bit_levircd.yaml

@@ -1,4 +1,4 @@
-# Basic configurations of BIT with LEVIR-CD dataset
+# Configurations of BIT with LEVIR-CD dataset
 
 _base_: ../_base_/levircd.yaml
 

test_tipc/configs/cd/bit/train_infer_python.txt

@@ -6,7 +6,7 @@ use_gpu:null|null
 --precision:null
 --num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
 --save_dir:adaptive
---train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=4
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
 --model_path:null
 --config:lite_train_lite_infer=./test_tipc/configs/cd/bit/bit_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/bit/bit_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/bit/bit_levircd.yaml
 train_model_name:best_model

test_tipc/configs/cd/cdnet/cdnet_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of CDNet with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/cdnet/
+
+model: !Node
+    type: CDNet

test_tipc/configs/cd/cdnet/cdnet_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of cdnet with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/cdnet/
+
+model: !Node
+    type: CDNet

test_tipc/configs/cd/cdnet/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:cdnet
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/cdnet/cdnet_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/cdnet/cdnet_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/cdnet/cdnet_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:cdnet
+null:null

test_tipc/configs/cd/changeformer/changeformer.yaml → test_tipc/configs/cd/changeformer/changeformer_airchange.yaml

@@ -1,4 +1,4 @@
-# Basic configurations of ChangeFormer
+# Configurations of ChangeFormer with AirChange dataset
 
 _base_: ../_base_/airchange.yaml
 

test_tipc/configs/cd/changeformer/changeformer_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of ChangeFormer with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/changeformer/
+
+model: !Node
+    type: ChangeFormer

test_tipc/configs/cd/changeformer/train_infer_python.txt

@@ -6,14 +6,14 @@ use_gpu:null|null
 --precision:null
 --num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
 --save_dir:adaptive
---train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=4
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
 --model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/changeformer/changeformer_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/changeformer/changeformer_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/changeformer/changeformer_levircd.yaml
 train_model_name:best_model
-train_infer_file_list:./test_tipc/data/airchange/:./test_tipc/data/airchange/eval.txt
 null:null
 ##
 trainer:norm
-norm_train:test_tipc/run_task.py train cd --config ./test_tipc/configs/cd/changeformer/changeformer.yaml
+norm_train:test_tipc/run_task.py train cd
 pact_train:null
 fpgm_train:null
 distill_train:null
@@ -27,7 +27,7 @@ null:null
 ===========================export_params===========================
 --save_dir:adaptive
 --model_dir:adaptive
---fixed_input_shape:[1,3,256,256]
+--fixed_input_shape:[-1,3,256,256]
 norm_export:deploy/export/export_model.py
 quant_export:null
 fpgm_export:null
@@ -46,7 +46,7 @@ inference:test_tipc/infer.py
 --use_trt:False
 --precision:fp32
 --model_dir:null
---file_list:null:null
+--config:null
 --save_log_path:null
 --benchmark:True
 --model_name:changeformer

test_tipc/configs/cd/dsamnet/dsamnet_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of DSAMNet with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/dsamnet/
+
+model: !Node
+    type: DSAMNet

test_tipc/configs/cd/dsamnet/dsamnet_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of DSAMNet with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/dsamnet/
+
+model: !Node
+    type: DSAMNet

test_tipc/configs/cd/dsamnet/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:dsamnet
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/dsamnet/dsamnet_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/dsamnet/dsamnet_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/dsamnet/dsamnet_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:dsamnet
+null:null

test_tipc/configs/cd/dsifn/dsifn_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of DSIFN with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/dsifn/
+
+model: !Node
+    type: DSIFN

test_tipc/configs/cd/dsifn/dsifn_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of DSIFN with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/dsifn/
+
+model: !Node
+    type: DSIFN

test_tipc/configs/cd/dsifn/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:dsifn
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/dsifn/dsifn_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/dsifn/dsifn_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/dsifn/dsifn_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:dsifn
+null:null

test_tipc/configs/cd/fc_ef/fc_ef_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of FC-EF with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/fc_ef/
+
+model: !Node
+    type: FCEarlyFusion

test_tipc/configs/cd/fc_ef/fc_ef_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of FC-EF with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/fc_ef/
+
+model: !Node
+    type: FCEarlyFusion

test_tipc/configs/cd/fc_ef/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:fc_ef
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/fc_ef/fc_ef_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/fc_ef/fc_ef_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/fc_ef/fc_ef_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:fc_ef
+null:null

test_tipc/configs/cd/fc_siam_conc/fc_siam_conc_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of FC-Siam-conc with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/fc_siam_conc/
+
+model: !Node
+    type: FCSiamConc

test_tipc/configs/cd/fc_siam_conc/fc_siam_conc_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of FC-Siam-conc with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/fc_siam_conc/
+
+model: !Node
+    type: FCSiamConc

test_tipc/configs/cd/fc_siam_conc/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:fc_siam_conc
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/fc_siam_conc/fc_siam_conc_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/fc_siam_conc/fc_siam_conc_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/fc_siam_conc/fc_siam_conc_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:fc_siam_conc
+null:null

test_tipc/configs/cd/fc_siam_diff/fc_siam_diff_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of FC-Siam-diff with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/fc_siam_diff/
+
+model: !Node
+    type: FCSiamDiff

test_tipc/configs/cd/fc_siam_diff/fc_siam_diff_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of FC-Siam-diff with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/fc_siam_diff/
+
+model: !Node
+    type: FCSiamDiff

test_tipc/configs/cd/fc_siam_diff/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:fc_siam_diff
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/fc_siam_diff/fc_siam_diff_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/fc_siam_diff/fc_siam_diff_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/fc_siam_diff/fc_siam_diff_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:fc_siam_diff
+null:null

test_tipc/configs/cd/snunet/snunet_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of SNUNet with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/snunet/
+
+model: !Node
+    type: SNUNet

test_tipc/configs/cd/snunet/snunet_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of SNUNet with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/snunet/
+
+model: !Node
+    type: SNUNet

test_tipc/configs/cd/snunet/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:snunet
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/snunet/snunet_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/snunet/snunet_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/snunet/snunet_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:snunet
+null:null

test_tipc/configs/cd/stanet/stanet_airchange.yaml

@@ -0,0 +1,8 @@
+# Configurations of STANet with AirChange dataset
+
+_base_: ../_base_/airchange.yaml
+
+save_dir: ./test_tipc/output/cd/stanet/
+
+model: !Node
+    type: STANet

test_tipc/configs/cd/stanet/stanet_levircd.yaml

@@ -0,0 +1,8 @@
+# Configurations of STANet with LEVIR-CD dataset
+
+_base_: ../_base_/levircd.yaml
+
+save_dir: ./test_tipc/output/cd/stanet/
+
+model: !Node
+    type: STANet

test_tipc/configs/cd/stanet/train_infer_python.txt

@@ -0,0 +1,53 @@
+===========================train_params===========================
+model_name:cd:stanet
+python:python
+gpu_list:0|0,1
+use_gpu:null|null
+--precision:null
+--num_epochs:lite_train_lite_infer=5|lite_train_whole_infer=5|whole_train_whole_infer=10
+--save_dir:adaptive
+--train_batch_size:lite_train_lite_infer=4|lite_train_whole_infer=4|whole_train_whole_infer=8
+--model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/cd/stanet/stanet_airchange.yaml|lite_train_whole_infer=./test_tipc/configs/cd/stanet/stanet_airchange.yaml|whole_train_whole_infer=./test_tipc/configs/cd/stanet/stanet_levircd.yaml
+train_model_name:best_model
+null:null
+##
+trainer:norm
+norm_train:test_tipc/run_task.py train cd
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:null
+null:null
+##
+===========================export_params===========================
+--save_dir:adaptive
+--model_dir:adaptive
+--fixed_input_shape:[-1,3,256,256]
+norm_export:deploy/export/export_model.py
+quant_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+===========================infer_params===========================
+infer_model:null
+infer_export:null
+infer_quant:False
+inference:test_tipc/infer.py
+--device:cpu|gpu
+--enable_mkldnn:True
+--cpu_threads:6
+--batch_size:1
+--use_trt:False
+--precision:fp32
+--model_dir:null
+--config:null
+--save_log_path:null
+--benchmark:True
+--model_name:stanet
+null:null

test_tipc/configs/clas/hrnet/hrnet.yaml → test_tipc/configs/clas/hrnet/hrnet_ucmerced.yaml

@@ -1,4 +1,4 @@
-# Basic configurations of HRNet
+# Configurations of HRNet with UCMerced dataset
 
 _base_: ../_base_/ucmerced.yaml
 

test_tipc/configs/clas/hrnet/train_infer_python.txt

@@ -8,12 +8,12 @@ use_gpu:null|null
 --save_dir:adaptive
 --train_batch_size:lite_train_lite_infer=16|lite_train_whole_infer=16|whole_train_whole_infer=16
 --model_path:null
+--config:lite_train_lite_infer=./test_tipc/configs/clas/hrnet/hrnet_ucmerced.yaml|lite_train_whole_infer=./test_tipc/configs/clas/hrnet/hrnet_ucmerced.yaml|whole_train_whole_infer=./test_tipc/configs/clas/hrnet/hrnet_ucmerced.yaml
 train_model_name:best_model
-train_infer_file_list:./test_tipc/data/ucmerced/:./test_tipc/data/ucmerced/val.txt
 null:null
 ##
 trainer:norm
-norm_train:test_tipc/run_task.py train clas --config ./test_tipc/configs/clas/hrnet/hrnet.yaml
+norm_train:test_tipc/run_task.py train clas
 pact_train:null
 fpgm_train:null
 distill_train:null
@@ -46,7 +46,7 @@ inference:test_tipc/infer.py
 --use_trt:False
 --precision:fp32
 --model_dir:null
---file_list:null:null
+--config:null
 --save_log_path:null
 --benchmark:True
 --model_name:hrnet

test_tipc/infer.py

@@ -13,6 +13,8 @@ from paddle.inference import PrecisionType
 from paddlers.tasks import load_model
 from paddlers.utils import logging
 
+from config_utils import parse_configs
+
 
 class _bool(object):
     def __new__(cls, x):
@@ -285,7 +287,8 @@ class TIPCPredictor(object):
 if __name__ == '__main__':
     parser = argparse.ArgumentParser()
 
-    parser.add_argument('--file_list', type=str, nargs=2)
+    parser.add_argument('--config', type=str)
+    parser.add_argument('--inherit_off', action='store_true')
     parser.add_argument('--model_dir', type=str, default='./')
     parser.add_argument(
         '--device', type=str, choices=['cpu', 'gpu'], default='cpu')
@@ -300,6 +303,11 @@ if __name__ == '__main__':
 
     args = parser.parse_args()
 
+    cfg = parse_configs(args.config, not args.inherit_off)
+    eval_dataset = cfg['datasets']['eval']
+    data_dir = eval_dataset.args['data_dir']
+    file_list = eval_dataset.args['file_list']
+
     predictor = TIPCPredictor(
         args.model_dir,
         device=args.device,
@@ -310,7 +318,7 @@ if __name__ == '__main__':
         trt_precision_mode=args.precision,
         benchmark=args.benchmark)
 
-    predictor.predict(args.file_list[0], args.file_list[1])
+    predictor.predict(data_dir, file_list)
 
     if args.benchmark:
         predictor.autolog.report()

test_tipc/prepare.sh

@@ -48,6 +48,8 @@ elif [[ ${MODE} == 'whole_train_whole_infer' ]]; then
             --out_dataset_dir "${DATA_DIR}/levircd" \
             --crop_size 256 \
             --crop_stride 256
+    elif [[ ${task_name} == 'clas' ]]; then
+        download_and_unzip_dataset "${DATA_DIR}" ucmerced https://paddlers.bj.bcebos.com/datasets/ucmerced.zip
     fi
 
 fi

tutorials/train/README.md

@@ -9,11 +9,11 @@
 |change_detection/changeformer.py | 变化检测 | ChangeFormer |
 |change_detection/dsamnet.py | 变化检测 | DSAMNet |
 |change_detection/dsifn.py | 变化检测 | DSIFN |
-|change_detection/snunet.py | 变化检测 | SNUNet |
-|change_detection/stanet.py | 变化检测 | STANet |
 |change_detection/fc_ef.py | 变化检测 | FC-EF |
 |change_detection/fc_siam_conc.py | 变化检测 | FC-Siam-conc |
 |change_detection/fc_siam_diff.py | 变化检测 | FC-Siam-diff |
+|change_detection/snunet.py | 变化检测 | SNUNet |
+|change_detection/stanet.py | 变化检测 | STANet |
 |classification/hrnet.py | 场景分类 | HRNet |
 |classification/mobilenetv3.py | 场景分类 | MobileNetV3 |
 |classification/resnet50_vd.py | 场景分类 | ResNet50-vd |