add rt-detr, picodet-lcnet1x, picodet-lcnet2.5x to tipc (#8202)

* add ppyoloe and picodet config

* add config

* update ppyoloe config

* update picodet lcnet 2.5x

* update picodet lcnet tipc

* update picodet lcnet2.5x

* make picodet stable

* update batchsize

* update ppyoloe tipc batchsize

* update detr config

* update dino config

* update ppyoloe config

---------
Co-authored-by: Nuser3984 <2287245853@qq.com>

configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml

+_BASE_: [
+  '../../../datasets/coco_detection.yml',
+  '../../../runtime.yml',
+  '../_base_/picodet_esnet.yml',
+  '../_base_/optimizer_300e.yml',
+  '../_base_/picodet_416_reader.yml',
+]
+
+pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/LCNet_x1_0_pretrained.pdparams
+weights: output/picodet_lcnet_1_5x_416_coco/model_final
+find_unused_parameters: True
+use_ema: true
+cycle_epoch: 40
+snapshot_epoch: 10
+
+PicoDet:
+  backbone: LCNet
+  neck: CSPPAN
+  head: PicoHead
+
+LCNet:
+  scale: 1.0
+  feature_maps: [3, 4, 5]
+
+TrainReader:
+  batch_size: 90
\ No newline at end of file

configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml

+_BASE_: [
+  '../../../datasets/coco_detection.yml',
+  '../../../runtime.yml',
+  '../_base_/picodet_esnet.yml',
+  '../_base_/optimizer_300e.yml',
+  '../_base_/picodet_416_reader.yml',
+]
+
+pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/LCNet_x2_5_ssld_pretrained.pdparams
+weights: output/picodet_lcnet_1_5x_416_coco/model_final
+find_unused_parameters: True
+use_ema: true
+cycle_epoch: 40
+snapshot_epoch: 10
+
+PicoDet:
+  backbone: LCNet
+  neck: CSPPAN
+  head: PicoHead
+
+LCNet:
+  scale: 2.5
+  feature_maps: [3, 4, 5]
+
+TrainReader:
+  batch_size: 48
\ No newline at end of file

ppdet/modeling/heads/simota_head.py

@@ -179,7 +179,7 @@ class OTAHead(GFLHead):
                                                    num_level_anchors)
         num_total_pos = sum(pos_num_l)
         try:
-            paddle.distributed.all_reduce(num_total_pos)
+            paddle.distributed.all_reduce(paddle.to_tensor(num_total_pos))
             num_total_pos = paddle.clip(
                 num_total_pos / paddle.distributed.get_world_size(), min=1.)
         except:
@@ -256,7 +256,7 @@ class OTAHead(GFLHead):
 
         avg_factor = sum(avg_factor)
         try:
-            paddle.distributed.all_reduce(avg_factor)
+            paddle.distributed.all_reduce(paddle.to_tensor(avg_factor))
             avg_factor = paddle.clip(
                 avg_factor / paddle.distributed.get_world_size(), min=1)
         except:
@@ -397,7 +397,7 @@ class OTAVFLHead(OTAHead):
                                                    num_level_anchors)
         num_total_pos = sum(pos_num_l)
         try:
-            paddle.distributed.all_reduce(num_total_pos)
+            paddle.distributed.all_reduce(paddle.to_tensor(num_total_pos))
             num_total_pos = paddle.clip(
                 num_total_pos / paddle.distributed.get_world_size(), min=1.)
         except:
@@ -477,7 +477,7 @@ class OTAVFLHead(OTAHead):
 
         avg_factor = sum(avg_factor)
         try:
-            paddle.distributed.all_reduce(avg_factor)
+            paddle.distributed.all_reduce(paddle.to_tensor(avg_factor))
             avg_factor = paddle.clip(
                 avg_factor / paddle.distributed.get_world_size(), min=1)
         except:

test_tipc/configs/dino/dino_r50_4scale_1x_coco_train_infer_python.txt

@@ -13,7 +13,7 @@ train_infer_img_dir:./dataset/coco/test2017/
 filename:null
 ##
 trainer:norm_train
-norm_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml -o
+norm_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml -o worker_num=32
 pact_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config _template_pact -o
 fpgm_train:tools/train.py -c configs/dino/dino_r50_4scale_1x_coco.yml --slim_config _template_fpgm -o
 distill_train:null

test_tipc/configs/picodet/picodet_lcnet_1_0x_416_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:picodet_lcnet_1_0x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:null
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:null
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_1_0x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:90
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x416x416_2.npy
\ No newline at end of file

test_tipc/configs/picodet/picodet_lcnet_2_5x_416_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:picodet_lcnet_2_5x_416_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=80
+pretrain_weights:null
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml -o
+pact_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:null
+norm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml -o
+pact_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/picodet/legacy_model/more_config/picodet_lcnet_2_5x_416_coco.yml --slim_config configs/slim/post_quant/yolov3_darknet53_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+null:null
+===========================train_benchmark_params==========================
+batch_size:48
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x416x416_2.npy
\ No newline at end of file

test_tipc/configs/picodet/picodet_s_320_coco_train_infer_python.txt

@@ -13,7 +13,7 @@ train_infer_img_dir:./dataset/coco/test2017/
 filename:null
 ##
 trainer:norm_train
-norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o
+norm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml -o worker_num=16
 pact_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_pact -o
 fpgm_train:tools/train.py -c configs/picodet/legacy_model/picodet_s_320_coco.yml --slim_config _template_fpgm -o
 distill_train:null

test_tipc/configs/ppyoloe/ppyoloe+/ppyoloe_plus_crn_l_80e_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:ppyoloe_plus_crn_l_80e_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=300
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=2|lite_train_whole_infer=2|whole_train_whole_infer=2
+pretrain_weights:https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_l_80e_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml -o
+pact_train:tools/train.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml --slim_config _template_pact -o
+fpgm_train:tools/train.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml --slim_config _template_fpgm -o
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_l_80e_coco.pdparams
+norm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml -o
+pact_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml --slim_config _template_pact -o
+fpgm_export:tools/export_model.py -c configs/ppyoloe/ppyoloe_plus_crn_l_80e_coco.yml --slim_config _template_fpgm -o
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:tools/post_quant.py -c configs/ppyoloe/ppyoloe_plus_crn_s_80e_coco.yml --slim_config configs/slim/post_quant/ppyoloe_crn_s_300e_coco_ptq.yml -o
+##
+infer_mode:norm|kl_quant
+infer_quant:False|True
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:16
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
+===========================infer_benchmark_params===========================
+numpy_infer_input:3x640x640_2.npy
+===========================to_static_train_benchmark_params===========================
+to_static_train:--to_static

test_tipc/configs/rtdetr/rtdetr_hgnetv2_l_6x_coco_train_infer_python.txt

+===========================train_params===========================
+model_name:rtdetr_hgnetv2_l_6x_coco
+python:python3.7
+gpu_list:0|0,1
+use_gpu:True
+auto_cast:null
+epoch:lite_train_lite_infer=1|lite_train_whole_infer=1|whole_train_whole_infer=50
+save_dir:null
+TrainReader.batch_size:lite_train_lite_infer=1|lite_train_whole_infer=4|whole_train_whole_infer=4
+pretrain_weights:https://bj.bcebos.com/v1/paddledet/models/rtdetr_hgnetv2_l_6x_coco.pdparams
+trained_model_name:model_final.pdparams
+train_infer_img_dir:./dataset/coco/test2017/
+filename:null
+##
+trainer:norm_train
+norm_train:tools/train.py -c configs/rtdetr/rtdetr_hgnetv2_l_6x_coco.yml -o worker_num=16
+pact_train:null
+fpgm_train:null
+distill_train:null
+null:null
+null:null
+##
+===========================eval_params===========================
+eval:tools/eval.py -c configs/rtdetr/rtdetr_hgnetv2_l_6x_coco.yml -o
+null:null
+##
+===========================infer_params===========================
+--output_dir:./output_inference
+weights:https://bj.bcebos.com/v1/paddledet/models/rtdetr_hgnetv2_l_6x_coco.pdparams
+norm_export:tools/export_model.py -c configs/rtdetr/rtdetr_hgnetv2_l_6x_coco.yml -o
+pact_export:null
+fpgm_export:null
+distill_export:null
+export1:null
+export2:null
+kl_quant_export:null
+##
+infer_mode:norm
+infer_quant:False
+inference:./deploy/python/infer.py
+--device:gpu|cpu
+--enable_mkldnn:False
+--cpu_threads:4
+--batch_size:1|2
+--use_tensorrt:null
+--run_mode:paddle
+--model_dir:
+--image_dir:./dataset/coco/test2017/
+--save_log_path:null
+--run_benchmark:False
+--trt_max_shape:1600
+===========================train_benchmark_params==========================
+batch_size:16
+fp_items:fp32|fp16
+epoch:1
+repeat:1
+--profiler_options:batch_range=[10,20];state=GPU;tracer_option=Default;profile_path=model.profile
+flags:null
\ No newline at end of file