【mindspore】训练模型第二轮的时候出错,出现警告:很多w参数没有用进模型里面,训练loss为NAN

/home/luoxuewei/miniconda3/lib/python3.9/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.23.1 
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}" 

{'NAME': 'dec_PFST_ConvLSTM', 'MODEL_SAVE_PATH': 'pred_model/729/cikm_model_pm.ckpt', 'MODEL_SAVE_PATH_GAN': 'pred_model/729/cikm_model_d.ckpt', 'DATA': {'HEIGHT': 101, 'WIDTH': 101, 'INPUT_SEQ_LEN': 5, 'OUTPUT_SEQ_LEN': 10, 'CHANNEL': 1, 'HIDDEN_NUM': 32}, 'TEST': {'BATCH_SIZE': 4}, 'TRAIN': {'LOSS_LIMIT': 3, 'BATCH_SIZE': 2, 'EPOCHES': 100000, 'IMG_SAVE_FREQ': 5000, 'MODEL_SAVE_FREQ': 5000, 'TEST_STEP': 5, 'DISTPLAY_STEP': 200, 'LEARNING_RATE': 0.0004, 'lr_d': 0.0004, 'sampling_stop_iter': 20000, 'delay_interval': 2000, 'lr_decay': 0.9}, 'EVALUATE': {'ZR_a': 58.53, 'ZR_b': 1.56, 'USE_BALANCED_LOSS': True, 'THRESHOLDS': [0.5, 2, 5, 10, 30], 'BALANCING_WEIGHTS': [1, 1, 2, 5, 10, 30], 'TEMPORAL_WEIGHT_TYPE': 'same', 'TEMPORAL_WEIGHT_UPPER': 5}, 'MODEL_NETS': {'INPUT_CELL': [[1, 16, 1, 1], [16, 64, 3, 2], [64, 32, 3, 2], [32, 16, 3, 2]], 'INPUT_PADDING': [[0], [1], [1], [1]], 'm_channels': [16, 16, 16], 'ENCODE_CELLS': [[16, 64, 3, 3, 3], [32, 32, 3, 3, 3], [16, 16, 3, 3, 3]], 'M_ENCODE': [[16, 16, 3, 2], [16, 16, 3, 2]], 'M_ENCODE_PADDING': [[1], [1]], 'DECODE_CELLS': [[16, 16, 3, 3, 3], [32, 32, 3, 3, 3], [64, 64, 3, 3, 3]], 'M_DECODE': [[16, 16, 3, 2], [16, 16, 3, 2]], 'M_DECODE_PADDING': [[1, 1], [1, 0]], 'DESHAPE': [13, 26, 51, 101], 'ENSHAPE': [101, 51, 26, 13], 'DOWNSAMPLE_CONVS': [[1, 16, 3, 2], [64, 32, 3, 2], [32, 16, 3, 2]], 'DECODE_PADDING': [[1, 1], [1, 0], [1, 0]], 'UPSAMPLE_CONVS': [[16, 32, 3, 2], [32, 64, 3, 2], [64, 16, 3, 2]], 'ENCODE_PADDING': [[1], [1], [1]], 'OUTPUT_CONV': [[16, 1, 1, 1]], 'OUTPUT_PADDING': [[0]]}} 

[WARNING] ME(4312:139751200645696,MainProcess):2022-09-17-15:42:50.137.490 [mindspore/dataset/core/validator_helpers.py:797] 'Compose' from mindspore.dataset.transforms.py_transforms is deprecated from version 1.8 and will be removed in a future version. Use 'Compose' from mindspore.dataset.transforms instead. 

Loading train dataset 

Loading train dataset finished, with size 4520 

result 1.3937962 

loss2:0.07028243690729141, loss_features:0.5224840044975281, gen_D_loss:0.8780587315559387 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.829.491 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.0.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.830.235 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.0.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.830.906 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.831.588 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_hg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.832.325 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.832.432 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_hi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.832.516 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.832.595 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_hf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.832.677 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xg_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.351 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_mg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.466 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xi_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.574 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_mi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.658 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xf_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.737 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_mf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.819 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xo 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.905 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_ho 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.833.993 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_co 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.834.085 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_mo 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.834.163 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_1x1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.834.808 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_g 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.835.435 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_i 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.835.531 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_f 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.835.613 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_g_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.836.289 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_i_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.836.390 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_f_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.836.483 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_o 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.836.576 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_xd 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.837.234 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_md 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.837.345 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_hd 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.838.029 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_x_t_d 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.838.134 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_d 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.838.763 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_i_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.839.480 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_i_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.840.136 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_i_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.840.850 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_i_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.840.951 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_h_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.841.729 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_h_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.841.820 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_h_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.841.913 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_h_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.841.995 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_c_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.842.079 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_c_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.842.163 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.w_c_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.842.253 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.b_c_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.842.334 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.gamma 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.842.996 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.query_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.843.693 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.query_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.844.392 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.key_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.844.493 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.key_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.844.585 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.value_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.845.216 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.1.value_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.845.864 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.2.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.846.608 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.2.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.847.318 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.848.008 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_hg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.848.126 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.848.225 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_hi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.848.312 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.848.393 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_hf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.848.478 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xg_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.159 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_mg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.266 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xi_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.353 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_mi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.432 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xf_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.534 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_mf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.620 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xo 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.710 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_ho 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.804 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_co 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.849.884 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_mo 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.850.550 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_1x1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.212 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_g 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.314 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_i 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.402 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_f 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.493 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_g_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.578 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_i_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.661 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_f_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.743 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_o 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.851.828 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_xd 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.852.492 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_md 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.852.584 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_hd 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.852.668 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_x_t_d 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.852.751 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_d 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.852.833 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_i_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.853.504 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_i_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.853.599 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_i_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.242 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_i_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.339 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_h_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.443 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_h_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.538 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_h_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.625 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_h_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.711 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_c_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.792 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_c_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.883 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.w_c_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.854.969 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.b_c_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.855.064 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.gamma 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.855.149 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.query_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.855.790 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.query_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.856.445 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.key_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.856.555 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.key_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.856.653 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.value_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.303 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.3.value_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.399 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.4.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.489 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.4.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.573 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.658 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_hg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.741 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.836 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_hi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.857.913 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.002 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_hf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.084 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xg_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.167 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_mg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.259 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xi_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.337 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_mi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.419 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xf_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.511 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_mf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.591 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xo 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.671 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_ho 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.752 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_co 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.834 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_mo 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.858.921 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_1x1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.859.583 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_g 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.859.671 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_i 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.859.756 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_f 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.859.845 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_g_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.859.930 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_i_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.017 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_f_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.097 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_o 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.175 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_xd 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.256 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_md 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.343 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_hd 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.428 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_x_t_d 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.513 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_d 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.860.595 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_i_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.861.277 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_i_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.861.942 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_i_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.862.617 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_i_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.862.716 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_h_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.862.815 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_h_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.862.898 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_h_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.862.981 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_h_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.863.059 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_c_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.863.139 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_c_h1 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.863.226 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.w_c_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.863.312 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.b_c_h2 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.863.390 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.gamma 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.863.468 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.query_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.864.108 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.query_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.864.756 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.key_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.864.855 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.key_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.864.943 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.value_conv.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.865.607 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.models.5.value_conv.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.865.702 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.m_downsample.0.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.865.804 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.m_downsample.0.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.865.888 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.m_downsample.1.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.865.985 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.m_downsample.1.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.071 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.reset_m.0.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.164 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.reset_m.0.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.245 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.reset_m.1.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.332 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.encoder.reset_m.1.net.0.bias 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.412 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_xg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.490 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_hg 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.575 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_xi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.655 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_hi 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.733 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_xf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.812 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_hf 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.866.892 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.models.0.w_xg_ 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.882.407 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.out_models.0.net.0.weight 

[WARNING] OPTIMIZER(4312,7f1a5cabe240,python):2022-09-17-15:43:13.882.492 [mindspore/ccsrc/frontend/optimizer/ad/kpynative.cc:1079] SetOutput] Weight is not used in network, weight: train_net_2.netG.decoder.out_models.0.net.0.bias 

loss_gen_batch_loss:0.07638533413410187 

result 1.9196118 

loss2:0.11302415281534195, loss_features:0.0, gen_D_loss:0.24083547294139862 

loss_gen_batch_loss:0.11326498538255692 

result nan 

loss2:nan, loss_features:0.0, gen_D_loss:nan 

loss_gen_batch_loss:nan 

result nan 

loss2:nan, loss_features:0.0, gen_D_loss:nan 

loss_gen_batch_loss:nan 

result nan 

loss2:nan, loss_features:0.0, gen_D_loss:nan 

loss_gen_batch_loss:nan 

result nan 

loss2:nan, loss_features:0.0, gen_D_loss:nan 

loss_gen_batch_loss:nan 

result nan 

loss2:nan, loss_features:0.0, gen_D_loss:nan 

loss_gen_batch_loss:nan

****************************************************解答*****************************************************

报的Warning 意思是模型中的权重再当前ad过程中似乎没有用到报出来的,可能是GAN网络的生成模型和判别模型中的参数有些可能确实再模块中没有用到,和这个 Nan没关系,建议调整一下模型参数试一下

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